Work · Sources
Attention, phones, focus
Also called phone · focus · scroll · notification · distraction
Named sources. May contain inaccuracies or be incomplete. Not medical, legal, financial, or other professional advice.
Attention is how you select what matters and stay with it while other things compete for notice. Phones can interrupt a task, invite an unplanned detour, or take time from sleep and conversation; those are different problems. Start with one situation you want to improve, protect necessary contact, and change one optional interruption. Judge the result by the task, your experience and anything important you missed—not screen minutes alone.
01
What attention does during a task
You can understand a distraction more clearly by naming what was happening before the phone entered the picture.
Reading a difficult paragraph asks you to select its meaning over nearby conversation and keep returning to that meaning as you read. Sustained attention means maintaining that engagement over time. Working memory is the information you hold and use while doing something, such as remembering the beginning of a sentence while interpreting its end. Amishi Jha's attention research and Earl Miller's cognitive neuroscience treat these as related functions, rather than one attention-span score. A missed detail, a forgotten intention and an unfinished task may need different supports. Name the task first: remembering instructions is a more useful target than becoming a permanently focused person.
The Jha Lab — Exploring Attention and Working MemoryAmishi Jha — University of Miami faculty profileHow working memory gets you through the dayAn intentional switch is a chosen move to a different task. An interruption stops the current task and creates a question about returning to it. Dual-tasking means attempting overlapping activities, while media multitasking describes patterns of using more than one medium. Scrolling for an hour might involve sustained attention to a feed rather than repeated task switches; the concern may be what that hour displaced. The task-switching review by Andrea Kiesel and colleagues and Douglas Parry's media-multitasking review study different questions. For example, silencing a ping addresses an external cue; it does not by itself settle what you do when a hard paragraph makes you want a break.
Control and interference in task switching—A review“Cognitive control in media multitaskers” ten years on: A meta-analysisAn Opportunity Cost Framework of Digital Well-BeingA useful phone activity can still compete with another worthwhile activity. Kostadin Kushlev's 2026 opportunity-cost framework separates displacement, substitution and interference: taking time that could go elsewhere, replacing an activity with a digital version, and disrupting an activity while it happens. These are explanatory ideas, not a diagnostic test or a proven formula for a good life. They make the question concrete: did the video call add contact you otherwise lacked, did a feed replace intended sleep, or did messages keep interrupting dinner? The answer depends on the available alternative, not merely whether a screen was involved.
An Opportunity Cost Framework of Digital Well-Being02
Choose the situation you want to improve
You open the phone to reply, then discover that you are reading a feed. Separate the useful reply from the unplanned continuation. Douglas Parry's measurement research shows why a remembered daily total is a shaky description of what occurred; the log can help reconstruct the sequence. Add your original intention and what happened afterward. For a small practical comparison, finish the reply, close that app and return to the activity you named beforehand. That sequence is an editorial example, not a tested treatment. It gives you a specific detour to examine without calling necessary or enjoyable phone use a disorder.
Suppose a person opens a message to confirm a pickup time, follows a feed notification and returns to a half-written form much later. The interruption to examine is the optional feed detour, not the necessary pickup message. They try removing that notification while leaving the contact route available, and note where to resume the form before responding.
On the next occasion, phone minutes may remain similar because the pickup arrangements genuinely take longer. Yet the person finishes the form without the unrelated detour. Conversely, fewer phone minutes would be a poor result if an essential message was missed. This invented comparison gives the change two checks: did the intended task become easier to complete, and did important communication still work? A usage total alone cannot answer either question or diagnose an attention disorder.
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media useNir Eyal Official Site: Articles, Videos, and NewsletterWriting a report and answering an urgent service request are both legitimate work, but they place different demands on attention. Gloria Mark's field research describes fragmented information work, and the UK's Health and Safety Executive treats workload and work patterns as organizational responsibilities. If your role allows it, agree with colleagues which channel means urgent, what can wait, and when you will check it. If your job is monitoring, care, operations or collaboration, planned switching may be essential. A phone setting cannot repair understaffing, unclear priorities or an impossible response standard; those need a conversation about how the work is organized.
No Task Left Behind? Examining the Nature of Fragmented WorkManagement Standards — DemandsIf phone use keeps pushing bedtime later, target that transition rather than your whole day's screen total. He and colleagues randomized 38 participants, selected for poor sleep and bedtime phone use, to a 30-minute pre-bed restriction or usual behavior for four weeks. Several sleep and arousal outcomes improved, but this small pilot does not prove a universal bedroom rule or isolate light from content, time displacement and expectation. Choose a workable stopping point for several nights and note bedtime and sleep. Preserve alarms, health tools, accessibility, caregiving and emergency contact; a change to one app can be more practical than removing the device.
Effect of restricting bedtime mobile phone use on sleep, arousal, mood, and working memory: A randomized pilot trialSet up a Focus on iPhoneAt dinner, one person may be waiting for a care-related call while another is hoping for uninterrupted conversation. In Dwyer, Kushlev and Dunn's restaurant experiment, the phone-available group reported more distraction and less enjoyment on average; that finding concerns an experience in a setting, not the meaning of every visible phone. Ask what access each person needs and agree on a phone-light interval with a clear end. Name a necessary check instead of guessing the other person's motive. Accessibility, work, caregiving, culture and communication needs matter. Judge the agreement by whether the people feel included and the conversation improves.
Smartphone use undermines enjoyment of face-to-face social interactionsRadesky Research — Research Team03
What studies found about interruptions and phone access
A result is most useful when you know the task, the people and the outcome that were actually studied.
In laboratory task-switching studies, people commonly respond more slowly or less accurately just after changing task rules than when repeating them. Kiesel and colleagues' review examines both preparation for the new task and interference from the old one. A switch cost is that measured performance difference; it is not a fixed number of minutes lost from a workday. Preparation, practice, timing and the tasks themselves matter. The practical implication is to give demanding work a suitable interval and make transitions deliberate when possible. It does not require ignoring useful interruptions or treating every planned change of activity as harmful.
Control and interference in task switching—A reviewControl and Interference in Task Switching—A Review — author-uploaded full textA phone can compete for attention without being picked up. Stothart, Mitchum and Yehnert found that incoming call or text notifications disrupted undergraduates' performance on an attention-demanding laboratory task even without direct phone interaction. This supports taking optional alerts seriously, rather than assuming that refusing to answer removes their effect. The study does not establish equal harm from every notification in everyday life. A quiet device, an allowed-contact list or a scheduled check are different ways to protect a suitable task while keeping important access. Choose according to what the alert means and the cost of missing it.
The attentional cost of receiving a cell phone notificationSet up a Focus on iPhoneBatching means receiving notifications at scheduled intervals instead of whenever they arrive. Fitz, Kushlev and colleagues compared usual delivery, hourly batches, three daily batches and no notifications in a randomized field experiment with 237 completing participants in India. After a baseline week, the intervention lasted two weeks. Three daily batches improved several self-reported outcomes, including concentration and perceived productivity, and reduced phone unlocks. They also increased fear of missing important notifications. The no-notification group reported more anxiety and fear of missing out; hourly batching showed few benefits. People could still open apps to check messages. This is evidence for a tradeoff, not proof of improved objective work output or a required three-check schedule.
Batching smartphone notifications can improve well-beingParry and colleagues combined 106 effect sizes comparing logged digital-media use with self-reported use. Remembered estimates correlated only moderately with logs and rarely matched the amount accurately; problematic-use questionnaires corresponded even less closely. A log is therefore useful for checking which app or time window you want to understand. It still does not explain why you used the phone or what that use did for you. Navigation, work, medical access, learning and unwanted scrolling can produce similar totals. Pair duration with purpose, content, choice and outcomes; neither a log nor a questionnaire alone tells you that someone has a disorder.
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media useDaria Kuss — Nottingham Trent UniversityCastelo, Kushlev, Ward and colleagues randomized the timing of a two-week smartphone internet block in a month-long trial involving 467 U.S. and Canadian iPhone users. The block covered mobile data and Wi-Fi; calls, texts and internet on other devices remained available. Sustained attention improved on an objective task, alongside self-reported mental health and well-being. Their intention-to-treat analyses retained participants regardless of compliance, but the primary repeated-measures analyses required complete observations. Only 119 of the 467 met the compliance threshold, and attrition and expectations limit generalization. The result supports the possibility that changing access helps. It does not establish that a single-app limit, focus mode or another-room phone produces the same benefit, or replaces clinical treatment.
Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-beingMark, Gonzalez and Harris observed 24 information workers and examined related activities called working spheres. Interrupted work could have several other activities between stopping and returning; elapsed time included those activities. That is different from experimentally measuring how long the brain needs to recover after each ping. The study also found that some interruptions supplied useful work information. Its lasting lesson is to protect continuity and understand what a switch accomplishes. The popular claim that every interruption costs about 23 minutes turns a field observation into a universal cognitive rule that the study did not test.
No Task Left Behind? Examining the Nature of Fragmented Work04
Where broad phone rules outrun the evidence
The mere-presence question asks whether an unused nearby phone reduces cognitive performance. Parry's preregistered review of 56 studies and 7,093 participants found a significant pooled effect for working memory, with null summary effects for other cognitive functions and substantial methodological uncertainty. Böttger, Poschik and Zierer's 2023 synthesis combined 22 studies and 43 effects involving phone presence or use: the overall effect was small (g = −0.14), memory was affected (g = −0.23), and the attention subgroup was not significant (g = −0.07). These standardized differences are not percentages of brainpower lost. The reviews differ in scope and analysis. Compare safe placement options if useful; they do not establish one mandatory distance for everyone.
Does the Mere Presence of a Smartphone Impact Cognitive Performance? A Meta-Analysis of the “Brain Drain Effect”Does the Brain Drain Effect Really Exist? A Meta-AnalysisReading while composing a message can create an immediate conflict, but a person's usual media habits are a different research question. Parry and le Roux's meta-analysis of 118 assessments found a small pooled association between media multitasking and cognitive control that varied with the measure and outcome. Most included assessments involved students, and the review did not resolve causality. It cannot tell whether media habits change cognitive ability, people with certain difficulties multitask more, or other factors explain the relationship. Judge the actual arrangement by errors, recall, time and strain. A habit score does not prove a stable deficit or settle how a practiced combination will work.
“Cognitive control in media multitaskers” ten years on: A meta-analysisShort breaks and a two-week internet block are different interventions. King, Moon and Kushlev randomly assigned 640 college students to usual behavior or a daily 30-minute screen-free interval after waking, before bed or at a chosen time for seven days. The main comparison found no improvement in daily affect, meaning reported pleasant versus unpleasant feelings; compliance was difficult. Some analyses of actual practice found better outcomes, but those associations do not carry the same causal weight as random assignment. Eight students with no daily outcomes were excluded. Read this alongside the positive internet-blocking trial: different access changes, samples and outcomes can produce different answers, so neither establishes one universal digital-break rule.
Time-Specific Digital Detox Interventions: Effects and Effectiveness Among College StudentsBlocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-beingA planned break can create more room for another activity; calling it a dopamine reset adds a biological claim. Berridge and Robinson's review distinguishes reward-related wanting from pleasure or liking and discusses addiction mechanisms more complex than a depleted pleasure tank. It supplies no short reset timer for ordinary scrolling. Meanwhile, the mobile-internet trial tested a substantial access change, not a validated detox dose. The useful unresolved questions concern which changes help whom, by what mechanism and at what cost. Notice urges, relief, boredom, sleep and choice in ordinary language; boredom alone does not establish withdrawal. Persistent loss of control with distress or impairment deserves assessment rather than a self-assigned addiction label.
Liking, Wanting and the Incentive-Sensitization Theory of AddictionBlocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-beingDaria Kuss — Nottingham Trent UniversityAnna Lembke, MD — Stanford ProfilesResearch on adolescent social media and health includes helpful connection and harmful experiences, with different patterns across people and activities. The National Academies' reviewed report did not support a population-level conclusion that social media causes changes in adolescent health. That conclusion does not mean an individual cannot be harmed. Look directly at harassment, exploitation, harmful content, social comparison and displaced sleep, while preserving useful support, identity exploration, creativity, information and community. Jenny Radesky's pediatric work adds developmental stage and family context. Discuss needs and boundaries with the young person using age-appropriate family and professional guidance. Duration alone cannot carry those meanings, and adult focus experiments cannot become youth guidance without considering age and needs.
Social Media and Adolescent Health — Chapter 4: Social Media and Adolescent HealthRadesky Research — Research Team05
Keep your place when work changes
Attention residue means thoughts about the task you left keep intruding while you handle another task. Sophie Leroy and Theresa Glomb's 2018 studies tested a ready-to-resume plan: briefly recording where you were and what you would do on return. It reduced residue and improved performance on the interrupting task. The researchers did not test whether performance improved after returning to the original task. A private example is: “Checked rows 1–20; next compare row 21 with the receipt; two dates remain uncertain.” That is an adaptation, not a required form or proven shortcut. Skip the note when an urgent response matters more, and protect confidential information.
Task interrupted: A plan for returning helps you move onA tool can reduce distraction while adding another demand. Van Zoonen and Scharp's field experiment followed 50 employees in a Dutch technology consultancy across four days, with 25 in each group. Ready-to-resume plans reduced attention residue and weakened its association with exhaustion, but the intervention group had higher general exhaustion. The authors proposed explanations that require further testing; the study did not show a fatigue remedy. Judge your own brief note by whether it helps and whether keeping it becomes a chore. Simplify or stop it if the burden outweighs the benefit. Findings about unplanned work intrusions do not automatically explain planned rest breaks.
Managing Daily Work Intrusions: An Intervention to Reduce Attention Residue and ExhaustionIf four people need immediate replies through four channels while you are responsible for a demanding task, the conflict belongs in the work design. The Health and Safety Executive's Management Standards address demands such as workload, work patterns and the work environment. A practical discussion can name the highest-priority task, the person covering urgent contact, and the expected reply window for routine questions. Skill, tools, staffing, incentives, health and authority also affect productivity. Protected time is useful only when it fits those responsibilities; the aim is reliable work and care, not accumulating uninterrupted minutes at everyone else's expense.
Management Standards — DemandsCal Newport — Georgetown Center for Digital Ethics06
Make a change easy to keep and revise
Different goals need different evidence. If the problem is proofreading errors, count errors; if it is a late bedtime, note when you actually stopped and slept. If it is shared time, ask whether the interaction felt better. Do not use a laboratory attention score or a falling phone total as a substitute for those outcomes. Mark's work studies real activities, while Gazzaley's research measures particular cognitive functions. A smaller screen total can accompany worse access or simply more laptop use. Success means the chosen arrangement served the need you named.
Gloria Mark — UC Irvine expert profileAdam Gazzaley, M.D., Ph.D. — NeuroscapeMake the record small enough to use: the task, the change, the result and an important tradeoff. A log can help locate an evening pattern that memory missed, but there is no need to turn every unlock into a judgment. Note whether use was intentional, necessary, enjoyable or a detour and whether sleep, distress or connection changed. A brief unsafe interaction can matter more than hours of useful work. Parry's measurement review supports checking recalled amount; interpretation still needs your context. Keep sensitive messages and other people's information out of the record.
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media useSocial Media and Adolescent Health — Chapter 4: Social Media and Adolescent HealthA setting is useful only if the needed contact can still reach you. Apple's Focus guidance permits selected people and apps, with options for calls and repeated calls; settings and available features vary by device and software. Check your device's current instructions, choose the channels your responsibilities require, and test them with a safe ordinary message before relying on the arrangement. Preserve medical, accessibility, caregiving, severe-weather and emergency access unless a safe alternative exists. Restoring a needed route is a sensible adjustment. A focus tool should support your life rather than silently remove a responsibility.
Set up a Focus on iPhoneAllow or silence notifications for a Focus on iPhoneA phone-light meal that worked last month may need a different arrangement during illness, travel or a change at work. Ask whether everyone still has access and feels included, whether checks need explaining, and when the agreed interval ends. The restaurant experiment measured distraction and enjoyment, not attachment or character. Radesky's family-media perspective keeps context visible. Revisit the agreement if it excludes someone, interferes with care or leaves the interaction unchanged. A mutual norm is more informative than judging the relationship from a face-down phone or a single necessary check.
Smartphone use undermines enjoyment of face-to-face social interactionsRadesky Research — Research TeamAn allowed-contact list, one muted app, a scheduled check, a shorter work interval or more phone distance changes different things. Start with a safe option proportionate to the task and make it easy to end. If blocking an app leads to the same detour on a laptop, the useful lesson concerns the activity or cue rather than the device. Newport and Eyal offer practical frameworks for intentional work and environment design, but no framework establishes a universal focus-block length. Keep, adjust or end the experiment from the result and the responsibilities it affected.
Cal Newport — Georgetown Center for Digital EthicsNir Eyal Official Site: Articles, Videos, and NewsletterSet up a Focus on iPhone07
Use professional ideas for the question they answer
Cal Newport's protected-work writing and Nir Eyal's behavioral-design writing make everyday choices easier to describe: reserve time for a demanding task, decide what the tool is for, notice a trigger, and prepare an alternative. Newport is a computer-science professor; Eyal is an author and consultant who previously taught at Stanford. Their public frameworks are not clinical treatments or experimentally established doses of phone-free time. Use a framework to make a plan concrete, then judge the plan by its results. Buying a book, app or workshop is not required for this experiment.
Cal Newport — Georgetown Center for Digital EthicsCal Newport — author websiteNir Eyal Official Site: Articles, Videos, and NewsletterTristan Harris and the Center for Humane Technology draw attention to platform incentives and design features, such as infinite scrolling and attention-grabbing notifications. This is a design and policy perspective, not proof that every person is harmed or a clinical diagnosis. It gives a useful reason to look beyond willpower: a feed without a natural stopping point creates a different experience from opening a message and finishing a reply. Look for the feature that competes with your intention and choose a specific boundary around it. Responsibility also belongs to designers, organizations and communication norms.
Tristan Harris — Center for Humane TechnologyThe CHT PerspectiveJha studies attention and mindfulness-based training, while Gazzaley develops and evaluates technology-based cognitive interventions. Their research leaves room for useful training while requiring a precise question: which program, which people, which outcome and what comparison? Improvement on one test does not establish improved work, sleep or every attention problem. Gazzaley also has disclosed commercial and investment roles connected to technology. These fields offer questions to investigate, not a reason to buy a generic brain-training product or regard a popular practice as guaranteed treatment.
The Jha Lab — Exploring Attention and Working MemoryAdam Gazzaley, M.D., Ph.D. — Neuroscape08
Protect safety and know when to get help
NHTSA says safe driving requires your full attention; phone conversation and texting can both divert it. David Strayer's research also examines cognitive distraction in vehicles, so hands-free access should not be treated as an all-clear. Never text, call, scroll or adjust a phone while driving, cycling in traffic, operating machinery or tools, working at heights, or doing another safety-critical task. Stop in a safe place first and follow local and workplace rules. Personal comparisons of desk-task focus do not belong in hazardous situations. Keep emergency access available through a safe arrangement rather than handling the device during the task.
Distracted DrivingDavid Strayer, Ph.D. — University of UtahUp to 27 seconds of inattention after talking to your car or smart phoneOccasional distraction is common. NIMH distinguishes adult ADHD by symptoms that are frequent, persistent, impair daily life and occur across situations, with a developmental history considered in assessment. A screen-time total cannot establish that pattern. Persistent attention or organization trouble across settings, or a sudden change with sleep, mood, medication, substance use, illness or injury, deserves qualified assessment. Describe when it began, where it occurs and what became harder. Health, environment and responsibilities may all matter. Do not start, stop or change prescribed medication from this article; discuss treatment questions with the prescriber. Attention experiments can support understanding without replacing care.
ADHD in Adults: 4 Things to KnowMy Mental Health: Do I Need Help?If you may harm yourself or cannot stay safe, get immediate help rather than waiting for a phone experiment to work. In the United States, call or text 988 for crisis support, or call 911 for a life-threatening emergency. Elsewhere, use local emergency or crisis services. NIMH also advises professional help for severe or persistent symptoms that affect functioning. This is general education, not a diagnosis or treatment plan. Named sources. Honest paraphrase of the finding. Not medical, legal, or financial advice.
My Mental Health: Do I Need Help?09
Try one change around one real task
These are practical adaptations of the evidence, not a course, a required regimen or a test of your character.
Choose one upcoming task and one outcome: finishing a draft, catching errors, remembering a paragraph or enjoying a conversation. Write what contact must remain available. Change one optional interruption for that task through an allowed-contact list, a muted channel, a scheduled check or safe phone distance. At the end, note the result, strain and anything important you missed. Keep, adjust or end the change. This small comparison cannot prove a general cause, but it can show whether the arrangement is worth using again. For community discussion about phones and a quieter week, see STUDself at /self/.
The attentional cost of receiving a cell phone notificationSet up a Focus on iPhoneGloria Mark — UC Irvine expert profileKeep required work, medical, accessibility, caregiving, severe-weather and emergency routes open. Pick one optional channel that interrupts a suitable stationary task and decide when it is reasonable to check it. The batching study makes scheduling a useful question, but its exact schedule is not a prescription. After the task, compare completion and missed contact with your usual arrangement. Restore access if the cost of waiting was higher than expected. A less intrusive change can be successful even if the daily screen total barely changes.
Batching smartphone notifications can improve well-beingSet up a Focus on iPhoneFor several nights, identify the activity that usually carries you past your intended bedtime and give it a stopping point. Prepare a simple alternative, such as putting the next morning's things in place, without removing needed phone access. Note bedtime, sleep and whether the transition was workable; change the plan if it simply shifts the delay elsewhere. The bedtime pilot supplies bounded evidence, not a rule for every bedroom. The Sleep topic provides further reading, and persistent sleep or mood problems deserve qualified care.
Effect of restricting bedtime mobile phone use on sleep, arousal, mood, and working memory: A randomized pilot trialNir Eyal Official Site: Articles, Videos, and NewsletterMy Mental Health: Do I Need Help?010
Check common focus claims
Use these concise verdicts alongside the fuller explanations above. A useful claim says what was measured and leaves room for the limits of the finding.
Claim: Switching between tasks can carry a performance cost. Verdict: established for studied task-switching conditions. The size and practical meaning depend on the task, preparation and measure; there is no universal workday penalty.
Control and interference in task switching—A reviewClaim: Every interruption costs about 23 minutes. Verdict: not supported. Elapsed time before returning to a work sphere includes intervening activity; it is not a universal cognitive recovery period.
No Task Left Behind? Examining the Nature of Fragmented WorkClaim: People who media multitask are generally worse at attention. Verdict: not established as a general rule. The pooled association is small, varies across measures and leaves causality unresolved.
“Cognitive control in media multitaskers” ten years on: A meta-analysisClaim: A phone on the desk always drains your brain. Verdict: not supported. Reviews find limited, outcome-specific effects and methodological uncertainty; they do not establish harm on every task.
Does the Mere Presence of a Smartphone Impact Cognitive Performance? A Meta-Analysis of the “Brain Drain Effect”Does the Brain Drain Effect Really Exist? A Meta-AnalysisClaim: A dopamine detox resets the brain. Verdict: not supported. A change in urges or behavior is not evidence that dopamine was depleted or reset on a fixed timer.
Liking, Wanting and the Incentive-Sensitization Theory of AddictionClaim: More screen time proves social media caused poor mental health. Verdict: not supported by duration alone. The National Academies' adolescent review did not establish population-level causality; specific harms still require attention.
Social Media and Adolescent Health — Chapter 4: Social Media and Adolescent HealthClaim: Turning off all notifications always feels better. Verdict: not supported. The no-notification group in Fitz and colleagues' trial had more anxiety and fear of missing out; even the three-batch group experienced some increased fear of missing notifications.
Batching smartphone notifications can improve well-beingReferences for this topic
Sources and context
The Jha Lab — Exploring Attention and Working Memory ↗
- id
- attention--jha-lab — The Jha Lab — Exploring Attention and Working Memory
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Attention/working-memory/mindfulness research and public talks, book and podcast links; university affiliation.
- limitations
- Lab site opened. Miami faculty HTML also retrieved directly to verify Professor of Psychology role; no claim that one duration or program universally works.
- original id
- jha-lab
Amishi Jha — University of Miami faculty profile ↗
- id
- attention--jha-profile — Amishi Jha — University of Miami faculty profile
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Official biography states psychology professor, Director of Contemplative Neuroscience and psychology PhD; lab/public work context.
- limitations
- The official faculty biography was reviewed. Appointment verification does not establish a training program’s efficacy.
- original id
- jha-profile
How working memory gets you through the day ↗
- id
- attention--miller-working-memory — How working memory gets you through the day
- kind
- official
- accessed at
- 2026-10-01
- supports
- Working memory as information maintained and used for ongoing thought/action; Miller's neural account.
- limitations
- Official university research explanation; not a personal capacity score or a universal training prescription.
- original id
- miller-working-memory
Control and interference in task switching—A review ↗
- id
- attention--kiesel-switching — Control and interference in task switching—A review
- kind
- review
- accessed at
- 2026-10-01
- supports
- Task preparation and interference; variable task-switching response-time/error costs.
- limitations
- The PubMed abstract and full author-uploaded review were inspected. Laboratory tasks do not establish a universal recovery time after an interruption.
- original id
- kiesel-switching
“Cognitive control in media multitaskers” ten years on: A meta-analysis ↗
- id
- attention--parry-multitasking — “Cognitive control in media multitaskers” ten years on: A meta-analysis
- kind
- review
- accessed at
- 2026-10-01
- supports
- 118 assessments; small pooled association with measurement/outcome variation and unresolved causality.
- limitations
- Full journal text inspected; most assessments involved students; habitual media multitasking differs from immediate task competition.
- original id
- parry-multitasking
An Opportunity Cost Framework of Digital Well-Being ↗
- id
- attention--kushlev-opportunity — An Opportunity Cost Framework of Digital Well-Being
- kind
- professional
- accessed at
- 2026-10-01
- supports
- 2026 theoretical framework distinguishes displacement, substitution and interference and compares use with available alternatives.
- limitations
- Journal full text opened. A conceptual synthesis, not a validated diagnostic tool, causal estimate or tested personal regimen.
- original id
- kushlev-opportunity
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use ↗
- id
- attention--parry-logs — A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use
- kind
- review
- accessed at
- 2026-10-01
- supports
- Preregistered synthesis of 106 effect sizes; moderate correspondence and inaccurate amount estimates; weaker problematic-use correspondence.
- limitations
- University-hosted accepted manuscript opened. Neither self-report nor logs establish the purpose, individual harm or diagnosis.
- original id
- parry-logs
Nir Eyal Official Site: Articles, Videos, and Newsletter ↗
- id
- attention--eyal-profile — Nir Eyal Official Site: Articles, Videos, and Newsletter
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Author/consultant, former Stanford teaching, behavioral-design books and public education.
- limitations
- Official biography opened; commercial frameworks and affiliate activity, not clinician or experimental efficacy evidence.
- original id
- eyal-profile
No Task Left Behind? Examining the Nature of Fragmented Work ↗
- id
- attention--mark-fragmentation — No Task Left Behind? Examining the Nature of Fragmented Work
- kind
- study
- accessed at
- 2026-10-01
- supports
- Observation of 24 information workers; work-sphere fragmentation and resumption with intervening activities.
- limitations
- Small observational workplace sample; elapsed resumption time is not experimentally measured cognitive recovery from a ping.
- original id
- mark-fragmentation
Management Standards — Demands ↗
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- attention--hse-demands — Management Standards — Demands
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Workload, work patterns and environment are organizational stress-management concerns.
- limitations
- Official UK workplace guidance opened; no universal schedule and no legal advice about a particular employer.
- original id
- hse-demands
Effect of restricting bedtime mobile phone use on sleep, arousal, mood, and working memory: A randomized pilot trial ↗
- id
- attention--he-bedtime — Effect of restricting bedtime mobile phone use on sleep, arousal, mood, and working memory: A randomized pilot trial
- kind
- study
- accessed at
- 2026-10-01
- supports
- 38 randomized participants; four-week intervention, 30-minute pre-bed restriction; improved selected sleep/arousal outcomes.
- limitations
- Full journal article opened. Small selected sample with poor sleep and substantial bedtime use; intervention cannot isolate a single mechanism or establish a universal rule.
- original id
- he-bedtime
Set up a Focus on iPhone ↗
- id
- attention--apple-focus — Set up a Focus on iPhone
- kind
- official
- accessed at
- 2026-10-01
- supports
- Selected people and apps, schedules and filters; configuration can preserve needed contact. Call options verified on linked apple-allow guidance.
- limitations
- Official current user guide opened; device/version dependent. Feature availability is not evidence of health or productivity benefit.
- original id
- apple-focus
Smartphone use undermines enjoyment of face-to-face social interactions ↗
- id
- attention--dwyer-meals — Smartphone use undermines enjoyment of face-to-face social interactions
- kind
- study
- accessed at
- 2026-10-01
- supports
- Restaurant field experiment and experience sampling; distraction and enjoyment under studied phone-use conditions.
- limitations
- Author-hosted manuscript opened; situational average differences do not establish attachment, character or every relationship's needs.
- original id
- dwyer-meals
Radesky Research — Research Team ↗
- id
- attention--radesky-profile — Radesky Research — Research Team
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Jenny Radesky MD, pediatric associate professor and developmental-behavioral division director.
- limitations
- Official lab team opened; pediatric role does not establish effects in all adults.
- original id
- radesky-profile
Control and Interference in Task Switching—A Review — author-uploaded full text ↗
- id
- attention--kiesel-full — Control and Interference in Task Switching—A Review — author-uploaded full text
- kind
- review
- accessed at
- 2026-10-01
- supports
- Full author text describes slower responses and increased errors after rule switches, preparation and differing paradigms.
- limitations
- Author-uploaded publication inspected; same work as kiesel-switching, not an independent corroborating study.
- original id
- kiesel-full
The attentional cost of receiving a cell phone notification ↗
- id
- attention--stothart-notifications — The attentional cost of receiving a cell phone notification
- kind
- study
- accessed at
- 2026-10-01
- supports
- Notifications disrupted the studied attention task without direct phone interaction.
- limitations
- Abstract inspected; one laboratory task does not establish equal costs for all everyday alerts.
- original id
- stothart-notifications
Batching smartphone notifications can improve well-being ↗
- id
- attention--fitz-batching — Batching smartphone notifications can improve well-being
- kind
- study
- accessed at
- 2026-10-01
- supports
- Four conditions, 237 completing participants in India; three daily batches improved several self-reported outcomes and reduced unlocks while increasing notification FoMO. No-notification delivery increased anxiety.
- limitations
- Published author-hosted PDF methods, Table 2 and results inspected. Multiple exploratory comparisons, self-reported productivity, context-specific sample; hourly batching showed few benefits.
- original id
- fitz-batching
Daria Kuss — Nottingham Trent University ↗
- id
- attention--kuss-profile — Daria Kuss — Nottingham Trent University
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Chartered psychologist/scientist, psychology associate professor, cyberpsychology and addictive-behavior research, public dissemination.
- limitations
- Official profile opened; screen time, urges and an online checklist cannot diagnose a disorder.
- original id
- kuss-profile
Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-being ↗
- id
- attention--castelo-blocking — Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-being
- kind
- study
- accessed at
- 2026-10-01
- supports
- Preregistered randomized timing of two-week block, 467 unique participants; objective sustained-attention improvement, calls/texts preserved; 119 compliant.
- limitations
- The full primary article was reviewed. Primary repeated-measures intention-to-treat analyses used complete cases; attrition, low compliance and possible expectancy effects limit interpretation. The study does not establish equivalence with clinical treatment.
- original id
- castelo-blocking
Does the Mere Presence of a Smartphone Impact Cognitive Performance? A Meta-Analysis of the “Brain Drain Effect” ↗
- id
- attention--parry-presence — Does the Mere Presence of a Smartphone Impact Cognitive Performance? A Meta-Analysis of the “Brain Drain Effect”
- kind
- review
- accessed at
- 2026-10-01
- supports
- University-hosted abstract reports 56 studies, 7,093 participants; only working-memory pooled effect significant; other functions null.
- limitations
- Official abstract inspected, not full publisher article; heterogeneity and poor statistical power limit interpretation.
- original id
- parry-presence
Does the Brain Drain Effect Really Exist? A Meta-Analysis ↗
- id
- attention--bottger-presence — Does the Brain Drain Effect Really Exist? A Meta-Analysis
- kind
- review
- accessed at
- 2026-10-01
- supports
- 22 studies, 43 effects; overall g −0.14, memory −0.23, attention −0.07 nonsignificant; heterogeneous presence/use comparisons.
- limitations
- The full article was reviewed. Its scope differs from Parry’s review, and the pooled standardized effects are not percentages of brainpower.
- original id
- bottger-presence
Time-Specific Digital Detox Interventions: Effects and Effectiveness Among College Students ↗
- id
- attention--king-timed-breaks — Time-Specific Digital Detox Interventions: Effects and Effectiveness Among College Students
- kind
- study
- accessed at
- 2026-10-01
- supports
- In this 2025 primary paper, 640 college students were randomized to control or 30-minute daily no-screen intervals. The seven-day daily-affect comparison was null, compliance was difficult, and 632 participants entered the analysis.
- limitations
- Full publisher-hosted PDF opened; brief college experiment with self-reported compliance. Actual-practice associations are not equivalent to the randomized main comparison.
- original id
- king-timed-breaks
Liking, Wanting and the Incentive-Sensitization Theory of Addiction ↗
- id
- attention--berridge-reward — Liking, Wanting and the Incentive-Sensitization Theory of Addiction
- kind
- review
- accessed at
- 2026-10-01
- supports
- Reward-related wanting and liking involve separable mechanisms; addiction is more complex than a pleasure reservoir.
- limitations
- Full author manuscript opened. Addiction neuroscience does not validate a short dopamine reset protocol for ordinary phone use.
- original id
- berridge-reward
Anna Lembke, MD — Stanford Profiles ↗
- id
- attention--lembke-profile — Anna Lembke, MD — Stanford Profiles
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Stanford professor and Medical Director of Addiction Medicine; public book/documentary education.
- limitations
- Official biography and appointments opened; clinical expertise does not establish addiction in ordinary phone users or a dopamine reset timer.
- original id
- lembke-profile
Social Media and Adolescent Health — Chapter 4: Social Media and Adolescent Health ↗
- id
- attention--nasem-adolescents — Social Media and Adolescent Health — Chapter 4: Social Media and Adolescent Health
- kind
- review
- accessed at
- 2026-10-01
- supports
- Reviewed committee analysis: insufficient support for population-level causality; differentiated benefits, harms and experiences.
- limitations
- Chapter text inspected; narrative committee synthesis rather than a systematic review; adolescent scope cannot be generalized to every adult.
- original id
- nasem-adolescents
Task interrupted: A plan for returning helps you move on ↗
- id
- attention--leroy-resume — Task interrupted: A plan for returning helps you move on
- kind
- official
- accessed at
- 2026-10-01
- supports
- University account of Leroy and Glomb's four studies, attention residue and ready-to-resume planning improving interrupting-task performance.
- limitations
- University research account inspected, not full journal article; explicitly states return performance on the original task was not tested.
- original id
- leroy-resume
Managing Daily Work Intrusions: An Intervention to Reduce Attention Residue and Exhaustion ↗
- id
- attention--vanzoonen-intrusions — Managing Daily Work Intrusions: An Intervention to Reduce Attention Residue and Exhaustion
- kind
- study
- accessed at
- 2026-10-01
- supports
- Author-uploaded manuscript methods/results: 50 employees, four days, reduced residue but increased general exhaustion; weakened residue/exhaustion association.
- limitations
- The full author manuscript was inspected. This short Dutch consultancy study had attrition and does not establish fatigue relief or effects of planned breaks.
- original id
- vanzoonen-intrusions
Cal Newport — Georgetown Center for Digital Ethics ↗
- id
- attention--newport-profile — Cal Newport — Georgetown Center for Digital Ethics
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Provost's Distinguished Professor of Computer Science; field verified separately from author work.
- limitations
- Official appointment page opened; computer-science role is not attention-science or clinical credential.
- original id
- newport-profile
Gloria Mark — UC Irvine expert profile ↗
- id
- attention--mark-profile — Gloria Mark — UC Irvine expert profile
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Role, psychology PhD, real-world media/attention research and public media work.
- limitations
- Official profile verifies professional scope, not each claim in media coverage.
- original id
- mark-profile
Adam Gazzaley, M.D., Ph.D. — Neuroscape ↗
- id
- attention--gazzaley-profile — Adam Gazzaley, M.D., Ph.D. — Neuroscape
- kind
- professional
- accessed at
- 2026-10-01
- supports
- UCSF distinguished professor, Neuroscape founder, cognitive interventions and disclosed commercial/investment roles.
- limitations
- Official profile opened; intervention evidence is program/population/outcome specific and commercial interests matter.
- original id
- gazzaley-profile
Allow or silence notifications for a Focus on iPhone ↗
- id
- attention--apple-allow — Allow or silence notifications for a Focus on iPhone
- kind
- official
- accessed at
- 2026-10-01
- supports
- People/app notification controls and call/repeated-call options.
- limitations
- Official linked guide opened; configuration is version dependent and should be tested with needed contacts.
- original id
- apple-allow
Cal Newport — author website ↗
- id
- attention--newport-public — Cal Newport — author website
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Public work, books and newsletter translating intentional work and digital practices.
- limitations
- Official author site opened; commercial educational framework, not clinical evidence.
- original id
- newport-public
Tristan Harris — Center for Humane Technology ↗
- id
- attention--harris-profile — Tristan Harris — Center for Humane Technology
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Co-founder/president, former Google design ethicist, documentary, podcast and policy communication.
- limitations
- Official organization profile opened; advocacy is distinct from diagnosis or clinical intervention research.
- original id
- harris-profile
The CHT Perspective ↗
- id
- attention--cht-design — The CHT Perspective
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Design advocacy identifies infinite scrolling, algorithmic curation and notifications as attention-related design features.
- limitations
- Official advocacy text opened; policy/design lens, not an individual causal health estimate.
- original id
- cht-design
Distracted Driving ↗
- id
- attention--nhtsa-safety — Distracted Driving
- kind
- official
- accessed at
- 2026-10-01
- supports
- Driving requires full attention; calls, texting and device adjustment create safety risks.
- limitations
- Official guidance opened; local laws vary. Other safety-critical settings retain the approved precaution, rather than a claim that NHTSA directly studied them.
- original id
- nhtsa-safety
David Strayer, Ph.D. — University of Utah ↗
- id
- attention--strayer-profile — David Strayer, Ph.D. — University of Utah
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Cognition and neural science professor, psychology PhD, attention/performance and vehicle-distraction work.
- limitations
- Official profile opened; safety-critical driving evidence differs from desk-task experiments.
- original id
- strayer-profile
Up to 27 seconds of inattention after talking to your car or smart phone ↗
- id
- attention--strayer-public — Up to 27 seconds of inattention after talking to your car or smart phone
- kind
- official
- accessed at
- 2026-10-01
- supports
- Official university account makes Strayer's hands-free cognitive-distraction research publicly useful.
- limitations
- University study account opened; particular tested systems/settings, not a universal recovery timer and no desk-task rule.
- original id
- strayer-public
ADHD in Adults: 4 Things to Know ↗
- id
- attention--nimh-adhd — ADHD in Adults: 4 Things to Know
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Persistent impairing symptoms across situations, developmental history and qualified assessment; ordinary distraction differs.
- limitations
- Official public guidance opened; educational, not individual diagnosis or medication instruction.
- original id
- nimh-adhd
My Mental Health: Do I Need Help? ↗
- id
- attention--nimh-help — My Mental Health: Do I Need Help?
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Severe/persistent functioning changes warrant care; immediate self-harm support via 988 and life-threatening emergencies via 911 in U.S.
- limitations
- Official guidance opened; general triage, U.S. routes; sudden-change and prescriber language also preserves the approved original safety boundary.
- original id
- nimh-help
Radesky Research — News & Pubs ↗
- id
- attention--radesky-public — Radesky Research — News & Pubs
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Official lab documents family-media education, research dissemination and public media coverage.
- limitations
- Official news/publications and About pages opened; public usefulness is not proof of a particular intervention.
- original id
- radesky-public
I don't think screen time is the enemy ↗
- id
- attention--question-purpose — I don't think screen time is the enemy
- kind
- question_signal
- accessed at
- 2026-10-01
- supports
- Reader question about intentional use versus an unwanted total; relevance only.
- limitations
- Post/thread opened; self-selected personal discussion supplies no factual or clinical authority.
- original id
- question-purpose
Sophie Leroy — UW Bothell faculty profile ↗
- id
- attention--leroy-profile — Sophie Leroy — UW Bothell faculty profile
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Management professor, Business dean, attention-residue research and public research explanation.
- limitations
- The official profile verifies the role and research context. It does not establish a universal resumption timer.
- original id
- leroy-profile
Earl K. Miller — MIT Picower Institute ↗
- id
- attention--miller-profile — Earl K. Miller — MIT Picower Institute
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Picower Professor of Neuroscience; cognitive control and working-memory research.
- limitations
- The official faculty profile was reviewed. Public neuroscience explanations do not supply a productivity formula.
- original id
- miller-profile
Douglas Parry — Vrije Universiteit Amsterdam ↗
- id
- attention--parry-profile — Douglas Parry — Vrije Universiteit Amsterdam
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Communication Science assistant professor, PhD, digital-media measurement, cognition and open-science work.
- limitations
- Official profile opened; synthesis inherits limits of included measurements and populations.
- original id
- parry-profile
Bio — Kostadin Kushlev Ph.D. ↗
- id
- attention--kushlev-profile — Bio — Kostadin Kushlev Ph.D.
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Georgetown psychology associate professor, Happy Tech Lab leadership and public digital-well-being research.
- limitations
- Official biography opened; public relevance does not establish a universal notification or phone rule.
- original id
- kushlev-profile
Adrian Ward — UT Experts ↗
- id
- attention--ward-profile — Adrian Ward — UT Experts
- kind
- professional
- accessed at
- 2026-10-01
- supports
- UT Austin marketing associate professor, psychology PhD, technology/cognition research and media translation.
- limitations
- Official profile opened; prominent original phone-presence findings require later synthesis and replication context.
- original id
- ward-profile
Professional perspectives
Gloria Mark
PhD in psychology; UC Irvine Chancellor's Professor of Informatics
- Public usefulness
- Official profile documents broad media coverage and public talks translating real-world multitasking.
- Contribution
- Separate fragmented work, resumption, attention and stress from a fixed cognitive recovery timer.
- Scope and limits
- Small field observations and public summaries do not establish one attention span, recovery time or optimal block.
- Reviewed
- 2026-10-01
Sophie Leroy
PhD; Professor of Management and Dean, UW Bothell School of Business
- Public usefulness
- Official faculty research explanation and UW News account make attention residue and ready-to-resume planning understandable.
- Contribution
- Explain lingering thoughts after switching and assess a short return cue without promising faster later resumption.
- Scope and limits
- The 2018 studies did not test original-task performance after return; later field findings include effort costs.
- Reviewed
- 2026-10-01
Earl K. Miller
MIT Picower Professor of Neuroscience; Professor of Brain and Cognitive Sciences
- Public usefulness
- Opened MIT News and institute research pages translate working memory and cognitive control for a general reader.
- Contribution
- Define information held and used during demanding thought, keeping exact cognitive tasks visible.
- Scope and limits
- Neural mechanisms do not supply a universal productivity penalty, personal diagnosis or phone-free dose.
- Reviewed
- 2026-10-01
Amishi Jha
PhD; Professor of Psychology and Director of Contemplative Neuroscience, University of Miami
- Public usefulness
- Lab website documents Peak Mind, public interviews, podcasts and talks about attention and training.
- Contribution
- Distinguish attention and working memory and ask which training program helps which population and outcome.
- Scope and limits
- Military, professional and other program findings do not create a guaranteed universal mindfulness treatment.
- Reviewed
- 2026-10-01
Adam Gazzaley
MD, PhD; UCSF David Dolby Distinguished Professor; Neuroscape Founder and Executive Director
- Public usefulness
- Official biography documents public cognitive-science translation, books, talks and technology-intervention research.
- Contribution
- Keep cognitive-control measures, aging and tested interventions distinct from generic brain-training promises.
- Scope and limits
- Program/population specificity and disclosed technology-company and investment interests require attention.
- Reviewed
- 2026-10-01
David Strayer
PhD in psychology; University of Utah Professor, Cognition and Neural Science
- Public usefulness
- Official university public study account and Applied Cognition Lab explain hands-free vehicle distraction and its policy relevance.
- Contribution
- Keep hazardous tasks in a stricter safety category than stationary personal focus experiments.
- Scope and limits
- Driving research does not establish an optimal phone position for every desk task or replace local safety rules.
- Reviewed
- 2026-10-01
Douglas Parry
PhD in Socio-Informatics; Communication Science Assistant Professor, Vrije Universiteit Amsterdam
- Public usefulness
- Accessible reviews address public questions about screen totals, media multitasking and phone-presence headlines.
- Contribution
- Compare logs with remembered use and teach how outcome and measurement differences limit broad claims.
- Scope and limits
- Meta-analysis cannot resolve all causal mechanisms, personal motives, clinical impairment or the best individual control.
- Reviewed
- 2026-10-01
Kostadin Kushlev
PhD; Georgetown Associate Professor of Psychology and Happy Tech Lab director
- Public usefulness
- Official research pages frame accessible questions about batching, digital breaks and everyday digital well-being.
- Contribution
- Teach notification tradeoffs and distinguish what phone use adds, replaces and interrupts.
- Scope and limits
- Notification outcomes differ across schedules and contexts; opportunity-cost framework is conceptual rather than a validated regimen.
- Reviewed
- 2026-10-01
Adrian F. Ward
PhD in psychology; Associate Professor of Marketing, University of Texas at Austin
- Public usefulness
- Official biography documents public coverage and teaching about the psychology of technology.
- Contribution
- Connect original phone-presence questions with later reviews and the specific mobile-internet block trial.
- Scope and limits
- Mixed presence evidence and demanding intervention methods prevent an always-harmful phone-placement rule.
- Reviewed
- 2026-10-01
Daria Kuss
PhD; Chartered Psychologist and Chartered Scientist; Nottingham Trent Associate Professor in Psychology
- Public usefulness
- Official profile documents media education, cyberpsychology books and professional/government engagement.
- Contribution
- Keep ordinary use, unwanted repeated behavior, distress and diagnosable conditions distinct.
- Scope and limits
- No duration, urge or public checklist is sufficient to diagnose addiction or select treatment.
- Reviewed
- 2026-10-01
Jenny Radesky
MD; University of Michigan Associate Professor of Pediatrics; Developmental Behavioral Pediatrics division director
- Public usefulness
- Official family-media research and professional pediatric education explain development, context and digital design.
- Contribution
- Ask what young people see, do and need online rather than relying on duration alone.
- Scope and limits
- Pediatric and family evidence cannot be generalized to every adult or used to diagnose one child.
- Reviewed
- 2026-10-01
Cal Newport
Georgetown Provost's Distinguished Professor of Computer Science; public work/digital-practice author
- Public usefulness
- Official author site and books make protected work and intentional tool choice accessible to broad audiences.
- Contribution
- Give protected work and communication expectations a concrete planning vocabulary.
- Scope and limits
- Computer-science appointment and commercial books do not establish a universal scientific focus-block length or clinical treatment.
- Reviewed
- 2026-10-01
Nir Eyal
Behavioral-design author and consultant; former Stanford Graduate School of Business and d.school instructor
- Public usefulness
- Official site provides public articles and books on habits, triggers, attention and environment design.
- Contribution
- Notice a trigger, prepare an alternative and make an everyday plan specific enough to review.
- Scope and limits
- Commercial education, consulting and affiliate activity; not a clinical credential or proof of one effective personal regimen.
- Reviewed
- 2026-10-01
Tristan Harris
Center for Humane Technology co-founder and president; former Google design ethicist
- Public usefulness
- Official profile documents public policy communication, The Social Dilemma and Your Undivided Attention.
- Contribution
- Include platform incentives and attention-related design rather than placing the whole burden on user willpower.
- Scope and limits
- Design advocacy and industry experience do not establish an individual diagnosis, causal health estimate or treatment.
- Reviewed
- 2026-10-01
Anna Lembke
MD; Stanford Professor of Psychiatry and Behavioral Sciences and Medical Director of Addiction Medicine
- Public usefulness
- Official biography documents Dopamine Nation, public addiction education and documentary participation.
- Contribution
- Recognize when loss of control, distress and impaired functioning require qualified care.
- Scope and limits
- Clinical addiction expertise does not make ordinary phone use addiction or establish a short dopamine reset protocol.
- Reviewed
- 2026-10-01
Keep this topic in view
Preserved original record
The earlier public profile is preserved separately from the current article. It may contain superseded wording and is not newly checked material.
Read the full original profile
- slug
- attention
- name
- Attention, phones, focus
- browse Line
- Understand what research says about phones, interruptions, and focus.
- photo
- /learn/assets/topics/attention.jpg
- photo Alt
- An adult writing in a notebook with a phone face down on the table
- aliases
- phone
- focus
- scroll
- notification
- distraction
- family
- work
- heat
- mid
- talk
- Sources
- most Discussed
- true
- first Line
- Attention is how you select what to focus on and stay with a task while other things compete for notice. Distraction, task switching, phone habits and work demands affect that experience in different ways.
- why Line
- Attention is how you select what to focus on and stay with a task while other things compete for notice. Distraction, task switching, phone habits and work demands affect that experience in different ways.
- feel Words
- scroll
- phone
- lose track
- feed
- finish
- interrupt
- switch
- work
- common Picture
- lead
- Check intention, purpose, and outcome together
- why
- Begin with one neutral question: “What did I mean to do when I opened the phone?” Opening a device, changing tasks, receiving an alert, and continuing through a feed are different events. Douglas Parry’s measurement work supports comparing device logs with purpose and context, while Daria Kuss’s clinical expertise keeps ordinary use separate from a disorder. Record what happened next and whether sleep, safety, work, connection, or another outcome changed. A repeated detour is useful information for choosing one practical support; a time total by itself cannot explain its meaning or diagnose a person.
- lead
- Give focused work and responsive work different rules
- why
- Name which work needs sustained attention and which work must stay responsive, then give each a suitable communication rule. Task-switching research reviewed by Earl Miller and workplace research by Gloria Mark and Sophie Leroy support protecting some demanding work and leaving a clear resumption cue. Caregiving, monitoring, service, operations, collaboration, and accessibility may require planned switching. Cal Newport’s public work can help make protected blocks understandable, while it is a work-design framework rather than a universal scientific dose. Productivity also depends on workload, staffing, clarity, tools, health, skill, and authority, so improve the system as well as the attention setting.
- lead
- Build a workable handoff from phone time to sleep
- why
- If phone use is displacing sleep, test a short and realistic stopping point for several nights while preserving alarms, medical tools, accessibility features, caregiving, and emergency contact. A small randomized pilot found benefits after a 30-minute pre-bed restriction in selected college students, so the result supports a bounded experiment rather than a universal bedroom rule. Nir Eyal and Anna Lembke bring different public perspectives on triggers, urges, and planned alternatives; their books and frameworks do not establish one sleep mechanism or diagnose addiction. Track bedtime, sleep, and whether the plan fit real life, then use the separate Sleep topic or a qualified clinician for persistent trouble.
- lead
- Agree on phone access during shared time
- why
- Make the norm explicit and mutual: decide which contacts or alerts remain available, how someone will name a necessary check, and when a phone-light interval would help. Kostadin Kushlev’s social-interaction research found modest average differences in distraction and enjoyment in a restaurant experiment, while Jenny Radesky’s family-media work keeps age, design, and family context visible. Accessibility, caregiving, work, culture, communication style, and safety can all require access. Judge the agreement by consent and the people’s experience over time; one visible phone cannot reveal care, attachment, or relationship quality.
- situation Quick Answers
- label
- Ask first
- value
- “What did I mean to do when I opened the phone?”
- label
- Compare
- value
- Record what happened next and its effect on sleep, work, safety, or connection; time totals alone do not explain it.
- label
- Focused work
- value
- Protect a suitable block and leave a clear cue for where to resume.
- label
- Responsive work
- value
- Plan the switching and communication that caregiving, service, monitoring, or collaboration requires.
- label
- A useful experiment
- value
- If phone use delays sleep, test a realistic stopping point for several nights and record the result.
- label
- Keep essential access
- value
- Preserve alarms, medical and accessibility tools, caregiving, and emergency contact.
- label
- Agree together
- value
- Decide which alerts stay available, how to name a necessary check, and when a phone-light interval would help.
- label
- Review the fit
- value
- Judge the agreement by consent and everyone’s experience over time.
- picture Lead
- Check intention, purpose, and outcome together
- watch For
- This is general education, not a diagnosis or treatment plan. Never text, call, scroll, or adjust a phone while driving, cycling in traffic, operating machinery or tools, working at heights, or doing another safety-critical task; stop in a safe place first and follow local and workplace rules. Keep medical, accessibility, caregiving, severe-weather, and emergency access unless a safe alternative is in place. Persistent attention or organization problems across settings, or a sudden change with sleep, mood, medication, substance use, illness, or injury, deserve qualified assessment. Do not start, stop, or change prescribed medication from this page. If you may harm yourself or cannot stay safe, call or text 988 in the U.S., call 911 for a life-threatening emergency, or use local emergency or crisis services elsewhere.
- what People Say
- Name the attention task and the outcome. Attention is the selection and maintenance of task-relevant information. Productivity is an outcome shaped by attention plus the task, workload, staffing, tools, health, skill, incentives, and authority. Gloria Mark, Earl Miller, and Amishi Jha study different parts of attention in real-world, neural, and training contexts; together they reinforce the practical first step: name the event and the outcome. A sustained-attention demand, an interruption, an intentional switch, simultaneous dual-tasking, and extended media use need different questions and supports.
- Protect demanding work around task switches. Protect consequential tasks from unnecessary switching when the setting allows it. Laboratory task-switching reviews commonly find slower or less accurate responses immediately after changing task rules, with effects that vary by task similarity, cueing, practice, timing, and measure. Earl Miller explains limited cognitive capacity for public audiences, while Sophie Leroy studies attention residue and a ready-to-resume plan in work settings. Preparation may reduce some costs, so mark the next step before a planned switch and keep responsive routes open where the role requires them.
- Configure alerts around the task and essential access. Configure alerts around the task and the real cost of missing contact. A controlled experiment found that calls or text notifications disrupted undergraduate performance on one sustained-attention task even without phone interaction. Kostadin Kushlev’s notification and well-being research adds a practical batching perspective, while David Strayer’s driving research establishes a much stricter safety boundary. Preserve emergency, medical, accessibility, caregiving, severe-weather, and required work access, then quiet or batch only the nonessential channels that compete with the chosen task.
- Pair device logs with purpose and outcomes. Pair device logs with purpose, timing, and outcomes. Douglas Parry’s preregistered meta-analysis found only moderate correspondence between self-reported digital-media duration and logs, rare agreement in amount, and even weaker agreement between problematic-use scales and logs. Logs can improve recall while still missing whether use involved work, navigation, health, accessibility, learning, support, harassment, enjoyment, or a detour. Measure the behavior and the outcome that matters instead of treating one total as a verdict.
- Test access changes as reversible experiments. Use access changes as reversible experiments with a defined outcome. A 2025 randomized trial found that blocking mobile internet on smartphones for two weeks improved an objective sustained-attention score and several self-reported outcomes in intention-to-treat analyses; calls, texts, and internet on other devices remained available. Adrian Ward’s technology-and-cognition work and Tristan Harris’s design advocacy keep device and platform design visible. Compliance and attrition limit the trial, so begin with the least disruptive safe change that can answer your question and review what it improved or made harder.
- Judge multitasking by the exact task and results. Judge multitasking by the exact activities and results. Douglas Parry’s meta-analysis of 118 assessments found a small pooled association between frequent media multitasking and cognitive control that varied by measurement approach and outcome, with causality unresolved. Earl Miller and Adam Gazzaley explain why overlapping demanding tasks can compete for limited cognitive control, while practiced combinations and monitoring roles differ. For consequential work, compare time, errors, recall, and strain under arrangements you can safely test rather than grading a person from a media-habit score.
- disputed Notes
- Test phone placement instead of assuming one rule. Treat phone placement as a reversible comparison. Adrian Ward’s original phone-presence work made the question prominent. Douglas Parry’s preregistered synthesis of 56 studies found a small pooled effect only for working memory and null summary effects for the other cognitive functions. Böttger, Poschik, and Zierer’s 2023 meta-analysis of 22 studies and 43 effects found a small overall effect, g = −0.14, and a memory effect, g = −0.23. The attention subgroup was not significant, g = −0.07. Both reviews have heterogeneity and method limits. Same-room distance, screen-down placement, a focus mode, or another-room placement may fit different tasks and access needs. Keep the arrangement that improves the chosen outcome without removing essential access.
- Evaluate a digital break by its real effects. Evaluate a digital break by observable effects such as sleep, task completion, distress, connection, or choice. Anna Lembke and Daria Kuss bring clinical expertise about addiction and problematic technology use, while ordinary use, an unwanted repeated behavior, and a clinical disorder remain different. Addiction neuroscience separates wanting from liking and provides no standard “detox” dose or short brain-reset timer. Record urges, relief, boredom, benefits, and tradeoffs in plain language, and bring persistent loss of control with impairment or distress to qualified care.
- Ask what young people experience and need. Ask what a young person is doing, seeing, experiencing, and needing online. The National Academies found the evidence insufficient for a population-level conclusion that social media causes changes in adolescent health. Jenny Radesky’s family-centered research highlights design, content, age, development, and context, while Kostadin Kushlev is studying who may benefit or be harmed. Protect against harassment, exploitation, sleep displacement, and harmful content while preserving helpful connection, identity support, creativity, information, and community. Youth guidance should be age-appropriate and collaborative rather than borrowed from adult anecdotes.
- Choose the least disruptive control that works. Choose the least disruptive safe control that fits the task. A focus mode, essential-contact allowlist, scheduled check, app limit, same-room distance, another-room placement, shorter work interval, or team communication rule may each help in a different setting. Cal Newport and Nir Eyal offer high-reach work and behavior-design frameworks, while their branded guidance does not create a universal scientific block length, notification rule, or device-free dose. Define the need, test one change, and revise it from results and responsibilities.
- talk Notes
- Match the attention arrangement to the actual task. Carrying out two practiced actions, alternating between task rules, monitoring a channel, and composing while answering messages create different demands. Earl Miller and Adam Gazzaley make limited cognitive control understandable, while Douglas Parry’s synthesis cautions against turning a media-habit score into a fixed deficit. For a consequential task, compare errors, time, recall, and strain under arrangements you can safely test.
- Keep essential alerts available and shape the rest. A notification can disrupt a demanding task, while emergency, severe-weather, medical, accessibility, caregiving, and required work contact may be essential. Kostadin Kushlev’s work makes batching a useful option rather than a command. For one chosen task, try an allowlist, focus mode, quieter device, or scheduled check and include anything important that you missed in the review.
- Choose phone distance from access needs and results. The phone-presence literature is mixed and smaller than the strongest headlines suggest. Adrian Ward’s original study raised an important question, and Douglas Parry’s later synthesis narrows what can be claimed. Another room, same-room distance, screen-down placement, a focus mode, or one blocked app can each be tested. Keep the option that protects the task while preserving necessary access.
- Use screen time as one clue inside a fuller picture. Device logs can improve recall, while Douglas Parry’s research shows why amount alone remains incomplete. Add purpose, timing, content, choice, distress, sleep, safety, and the outcome that matters. Jenny Radesky’s family-media research and Daria Kuss’s clinical work reinforce the need for context. An hour of navigation, accessibility support, learning, connection, harassment, or unwanted scrolling can have very different meaning.
- how People Run It
- Protect one important task and keep essential access. Choose one upcoming task that benefits from sustained attention and write one outcome to watch: errors, completion, recall, or strain. Gloria Mark and Sophie Leroy’s work supports making the task and return point explicit; Kostadin Kushlev’s work supports shaping optional alerts. Keep essential contacts and safety alerts available, then change one nonessential interruption for that task only through a focus mode, allowlist, scheduled check, or more distance. Record what happened and anything important you missed. Use the result to keep, adjust, or end the experiment.
- Protect one task and keep essential access. Separate essential from optional contact for one chosen task. Keep emergency, medical, accessibility, caregiving, severe-weather, and required work routes; quiet one optional channel or use an allowlist. Kostadin Kushlev’s research supports testing fewer or batched interruptions, while David Strayer’s work keeps safety-critical attention in a different category. Choose a check time that fits the real consequences of waiting, then compare the result with your usual arrangement, including anything important you missed.
- Test a workable bedtime boundary. Create a short handoff from evening phone use to sleep for several nights. Nir Eyal’s public work can help identify the trigger and planned alternative, while the small bedtime-phone trial supplies only bounded evidence. Keep the phone accessible when it provides alarms, medical tools, accessibility features, caregiving, or emergency contact; the change can target one app, content type, or time window. Track bedtime, sleep, and whether the plan was workable, then adjust from the pattern.
- how People Keep It
- Define the outcome before the rule. Define success before changing the device. Fewer errors, completing a named task, sleeping at the intended time, feeling more choice, or enjoying a conversation are different outcomes. Gloria Mark’s work keeps attention and stress visible, while Adrian Ward’s work highlights technology and cognition. A screen-time total can fall while access worsens or computer use rises, so make the score match the reason for the change.
- Use logs with context. Use device logs as a memory aid alongside purpose and experience. Douglas Parry’s measurement research supports checking which apps, times, and events occurred, then comparing them with obligations and outcomes. A high total may reflect necessary work, navigation, health, accessibility, learning, or connection; a brief unsafe or distressing interaction can matter more than hours of useful use. Let the log improve the question rather than define the person.
- Leave a resumption cue. Leave a clear resumption cue before an expected interruption. Write the next step, save the location, or state what you were about to do before switching. Sophie Leroy’s attention-residue research and ready-to-resume work make this a practical experiment, while task-switching findings supply no universal recovery time. Review whether the cue reduced reconstruction and revise its detail to fit the task. For example, a private note might say: “Checked rows 1–20; next compare row 21 with the receipt; two dates still need checking.” This is an illustrative adaptation, not a required form. Skip note-taking when an urgent response matters more, and judge its usefulness and effort together. In Longer notes, “Judge a handoff note by both focus and effort” explains why lower distraction does not necessarily mean less fatigue.
- Make social phone norms mutual. Agree on which contacts stay available, what counts as an urgent check, whether a person will name why they need the device, and when a phone-light interval ends. Kostadin Kushlev’s social-interaction findings and Jenny Radesky’s family-centered research support attending to context and experience. Revisit the agreement when it excludes someone, interferes with care or access, or leaves the interaction unchanged.
- Keep controls proportional. And easy to review. Start with the least disruptive safe change that can answer the question, then keep, revise, or end it based on results. Cal Newport, Nir Eyal, and Tristan Harris offer different public lenses on work design, behavior design, and platform incentives; each is a perspective rather than a required regimen. Preserve required alerts, employment and caregiving routes, accessibility tools, and plain descriptions of any discomfort or benefit.
- claims Notes
- Protect demanding tasks around switches. Claim: “Switching between tasks can carry a performance cost” — established. Laboratory reviews commonly find slower or less accurate responses immediately after a task-rule switch, with size and practical meaning shaped by tasks, timing, preparation, practice, and outcome. Earl Miller explains limited cognitive capacity, and Sophie Leroy’s work supports leaving a ready-to-resume cue. Use that evidence to protect selected demanding work while keeping necessary responsive work available.
- Use interruption research within its real limits. Claim: “Every interruption costs about twenty-three minutes” — not what the research found. Gloria Mark and colleagues measured elapsed time before 24 information workers returned to a work sphere during fragmented days. The study supports attention to work resumption, while it did not measure a fixed cognitive recovery period from every ping. Mark the next step and assess the actual return cost for the task in front of you.
- Judge multitasking by the task and result. Claim: “People who media multitask are generally worse at attention” — not what the research found. Douglas Parry’s meta-analysis of 118 assessments found a small pooled association that varied by measurement approach and outcome, with causality unresolved. Earl Miller and Adam Gazzaley help explain why overlapping demanding tasks can compete in the moment. Compare time, errors, recall, and strain rather than assigning a stable deficit from a habit score.
- Test phone placement and keep what helps. Claim: “A phone on the desk always drains your brain” — not what the research found. Adrian Ward’s original study made phone presence a widely discussed question, while Douglas Parry’s preregistered synthesis found a small pooled working-memory effect, null summary effects for other cognitive functions, and substantial uncertainty. Compare safe placement options and keep the one that helps the chosen task while preserving required access.
- Describe urges without a reset claim. Claim: “A dopamine detox resets the brain” — not what the research found. Addiction neuroscience distinguishes wanting from liking and provides no short reset timer for ordinary phone use. Anna Lembke and Daria Kuss bring clinical expertise that helps separate an experiment, an unwanted pattern, and a disorder. Track urges, sleep, function, choice, and distress in plain language, and seek qualified assessment when loss of control is persistent and impairing.
- Pair media amount with experience and context. Claim: “More screen time proves that social media caused poor mental health” — not what the research found. The National Academies found the evidence insufficient for a population-level causal conclusion in adolescents. Jenny Radesky and Kostadin Kushlev keep content, activity, design, age, context, benefits, harms, and reciprocal effects visible. Ask what happened online and what outcome changed instead of treating one duration as a causal diagnosis.
- Batch alerts for a named task, then restore what you still need. Claim: “Turning off all notifications always feels better” — not what the research found. Fitz and colleagues found that three daily notification batches improved several self-reported outcomes. The no-notification group reported more anxiety and fear of missing out than usual delivery. The study therefore supports testing a suitable schedule, while keeping required medical, caregiving and work alerts available.
- deep Dive
- Match the tool to the outcome that matters. Laboratory accuracy, response time, an employee’s output, a caregiver’s responsiveness, learning, creativity, and relationship enjoyment are different outcomes. Gloria Mark and Amishi Jha study attention in different settings, and Cal Newport translates protected work for a broad audience. Ask what the task requires, what failure would cost, which contact must remain available, and what result will show whether the change helped. A tool can improve one outcome while making another harder.
- Define the attention event before choosing a response. An interruption begins outside the primary task and creates a return problem; an intentional switch is a chosen change in task rules or goals. Dual-tasking involves overlapping tasks, media multitasking describes patterns of using more than one medium, and extended scrolling is time spent in an activity. Earl Miller, Sophie Leroy, and Douglas Parry cover different parts of this landscape. These events can overlap, while evidence about one cannot establish all the others.
- Use interruption research within its real limits. Gloria Mark and colleagues observed 24 information workers and measured elapsed time before they returned to a working sphere during highly fragmented days. They did not randomly assign phone pings or measure a fixed cognitive recovery after each interruption. The useful finding is that work in this sample switched often and resumption mattered. Sophie Leroy’s later work makes a next-step note a reasonable test; neither study supplies a universal minute price for every interruption.
- Treat phone placement as a personal experiment. Adrian Ward’s original work gave the mere-presence question public reach, while Douglas Parry’s preregistered meta-analysis found a small pooled effect only for working memory and null results for other cognitive functions amid heterogeneous and often underpowered studies. Test same-room placement, screen-down distance, or another room only when safe and practical. Keep the arrangement that helps the chosen task and preserves needed access.
- Describe urges and choices without a reset story. Describe urges, choices, and outcomes in plain language. Kent Berridge’s addiction-neuroscience review distinguishes wanting from liking and describes a more complex system than a pleasure tank. Anna Lembke and Daria Kuss bring clinical perspectives on addiction and problematic use, while public analogies must not turn ordinary boredom into withdrawal or a short break into brain treatment. A person can test less access, notice urges or relief, and seek assessment when persistent loss of control causes impairment or distress.
- Ask what young people experience, not only how long. Youth social-media guidance needs specific questions. The National Academies found the evidence insufficient for a population-level causal conclusion. Jenny Radesky’s research makes app design, family context, age, and development visible, while Kostadin Kushlev’s current work asks for whom exposure may matter. Address harassment, exploitation, sleep displacement, social comparison, supportive community, creative activity, and other specific experiences directly. Use age-appropriate family and professional guidance instead of making one time total carry every meaning.
- Apply the mobile-internet trial within its tested bounds. The study randomized access and included an objective sustained-attention task, which makes it stronger for causality than a simple correlation. Participants volunteered for a demanding intervention, many never set it up, only a minority met the compliance threshold, and expectancy could affect self-report. Adrian Ward was part of the research team, while Tristan Harris’s advocacy explains why access design interests the public. The result supports further testing without selecting the best app limit, focus duration, or rule for another person.
- Bring persistent or sudden changes to qualified assessment. Frequent attention or organization problems across settings can reflect ADHD or other health, sleep, mood, medication, substance, or environmental factors; a sudden change after illness or injury needs prompt attention. Adam Gazzaley’s clinical neuroscience, Anna Lembke’s addiction medicine, and Daria Kuss’s cyberpsychology illustrate why the differential question is broader than screen time. A qualified professional considers history, impairment, and alternatives, and prescribed medication decisions remain with the prescriber.
- Judge a handoff note by both focus and effort. Thoughts about unfinished work can linger while you handle a new demand; researchers call this attention residue. Sophie Leroy and Theresa Glomb's 2018 studies supported a short resumption plan for performance on the interrupting task. They did not test performance after returning to the original task. A 2025 field study by Ward van Zoonen and Yuri Scharp followed 50 employees for four days: the planning intervention reduced attention residue but increased overall exhaustion. That small, short study does not settle every setting, but it makes burden worth checking. Use a note when it helps, simplify it when it becomes another chore, and keep urgent response first. A handoff is not a promised fatigue remedy.
- Choose a notification schedule that fits the task and required contact. Fitz, Kushlev and colleagues compared usual delivery, hourly batches, three daily batches and no notifications in a randomized field experiment. Among 237 completing participants in India, three daily batches improved several self-reported outcomes during the two-week intervention. Higher anxiety and fear of missing out occurred in the no-notification group. Participants could still open apps to check messages. These were reports of attention and productivity, rather than tests of work output. For a practical trial, keep medical, caregiving and work-required alerts available and review whether the schedule helps the task without making necessary contact harder.
- related
- habits
- sleep
- anxiety
- watch For Long
- Good to know. This is general education, not a diagnosis or treatment plan. Never text, call, scroll, or adjust a phone while driving, cycling in traffic, operating machinery or tools, working at heights, or doing another safety-critical task; stop in a safe place first and follow local and workplace rules. Keep medical, accessibility, caregiving, severe-weather, and emergency access unless a safe alternative is in place. Persistent attention or organization problems across settings, or a sudden change with sleep, mood, medication, substance use, illness, or injury, deserve qualified assessment. Do not start, stop, or change prescribed medication from this page. If you may harm yourself or cannot stay safe, call or text 988 in the U.S., call 911 for a life-threatening emergency, or use local emergency or crisis services elsewhere.
- Not advice. Named sources. Honest paraphrase of the finding. Not medical, legal, or financial advice.
- sources
- Gloria Mark, PhD. UCI Chancellor’s Professor of Informatics; real-world attention, interruption, digital-media, mood, and stress research with observational and task-specific limits
- Sophie Leroy, PhD. University of Washington Bothell School of Business dean and professor; attention residue, interruptions, task transitions, and ready-to-resume planning with workplace and study limits
- Earl K. Miller, PhD. MIT Picower Professor of Neuroscience; cognitive control, working memory, and public multitasking education without a universal productivity formula
- Amishi Jha, PhD. University of Miami psychology professor and attention neuroscientist; attention, working memory, and mindfulness training with population, program, and outcome limits
- Adam Gazzaley, MD, PhD. UCSF distinguished professor and Neuroscape founder; attention, distractibility, aging, and digital interventions with study-specific and commercial-interest boundaries
- David L. Strayer, PhD. University of Utah cognition and neural science professor; attention, performance, and distracted-driving research with safety rules kept separate from desk-task advice
- Douglas Parry, PhD. Vrije Universiteit Amsterdam communication-science assistant professor; logged media use, media multitasking, phone presence, and measurement quality
- Kostadin Kushlev, PhD. Georgetown psychology associate professor and Happy Tech Lab director; notifications, smartphones, social interaction, and digital well-being with context and population limits
- Adrian F. Ward, PhD. University of Texas at Austin marketing associate professor; technology, cognition, phone presence, and mobile-internet interventions with mixed replication and study limits
- Daria Kuss, PhD. Nottingham Trent University chartered psychologist and cyberpsychology associate professor; technology use and behavioral-addiction boundaries without diagnosing ordinary use
- Jenny Radesky, MD. University of Michigan associate professor of pediatrics and developmental-behavioral pediatrician; child and family digital-media use, design, and development within pediatric scope
- Cal Newport, PhD. Georgetown computer-science professor and public author; protected-work and digital-practice frameworks bounded as general-audience guidance rather than attention science or clinical care
- Nir Eyal. behavioral-design author, consultant, and former Stanford instructor; trigger, time-planning, and environment frameworks bounded by commercial work and nonclinical scope
- Tristan Harris. Center for Humane Technology co-founder and president; attention-economy and humane-design advocacy bounded as design and policy perspective rather than individual clinical evidence
- Anna Lembke, MD. Stanford professor and medical director of Addiction Medicine; addiction assessment and treatment boundaries with ordinary digital use kept distinct from a clinical disorder
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- links
- label
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- FITZ-2019-CHECKED
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- Fitz, Kushlev et al. Batching smartphone notifications can improve well-being. Source
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- evidence
- links
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- Source
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- https://doi.org/10.1016/j.chb.2019.07.016
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- house Pointers
- href
- /self/
- label
- STUDself. Community experiences with phone habits and focus.
- positive Guidance
- status
- DONE
- reviewed At
- 2026-08-22
- professional Count
- 15
- ledger
- learn/docs/sources/attention.md
- learn Article
- article
- format version
- 5
- presentation
- complete-card
- overview
- Attention is how you select what matters and stay with it while other things compete for notice. Phones can interrupt a task, invite an unplanned detour, or take time from sleep and conversation; those are different problems. Start with one situation you want to improve, protect necessary contact, and change one optional interruption. Judge the result by the task, your experience and anything important you missed—not screen minutes alone.
- sections
- id
- understanding-attention
- role
- explanation
- title
- What attention does during a task
- intro
- You can understand a distraction more clearly by naming what was happening before the phone entered the picture.
- items
- label
- Give attention a clear job
- text
- Reading a difficult paragraph asks you to select its meaning over nearby conversation and keep returning to that meaning as you read. Sustained attention means maintaining that engagement over time. Working memory is the information you hold and use while doing something, such as remembering the beginning of a sentence while interpreting its end. Amishi Jha's attention research and Earl Miller's cognitive neuroscience treat these as related functions, rather than one attention-span score. A missed detail, a forgotten intention and an unfinished task may need different supports. Name the task first: remembering instructions is a more useful target than becoming a permanently focused person.
- source ids
- jha-lab
- jha-profile
- miller-working-memory
- label
- Distinguish a switch, an interruption and a detour
- text
- An intentional switch is a chosen move to a different task. An interruption stops the current task and creates a question about returning to it. Dual-tasking means attempting overlapping activities, while media multitasking describes patterns of using more than one medium. Scrolling for an hour might involve sustained attention to a feed rather than repeated task switches; the concern may be what that hour displaced. The task-switching review by Andrea Kiesel and colleagues and Douglas Parry's media-multitasking review study different questions. For example, silencing a ping addresses an external cue; it does not by itself settle what you do when a hard paragraph makes you want a break.
- source ids
- kiesel-switching
- parry-multitasking
- kushlev-opportunity
- label
- Ask what phone use adds and what it replaces
- text
- A useful phone activity can still compete with another worthwhile activity. Kostadin Kushlev's 2026 opportunity-cost framework separates displacement, substitution and interference: taking time that could go elsewhere, replacing an activity with a digital version, and disrupting an activity while it happens. These are explanatory ideas, not a diagnostic test or a proven formula for a good life. They make the question concrete: did the video call add contact you otherwise lacked, did a feed replace intended sleep, or did messages keep interrupting dinner? The answer depends on the available alternative, not merely whether a screen was involved.
- source ids
- kushlev-opportunity
- id
- everyday-focus
- role
- application
- title
- Choose the situation you want to improve
- items
- label
- Give an unplanned scroll a clear stopping point
- text
- You open the phone to reply, then discover that you are reading a feed. Separate the useful reply from the unplanned continuation. Douglas Parry's measurement research shows why a remembered daily total is a shaky description of what occurred; the log can help reconstruct the sequence. Add your original intention and what happened afterward. For a small practical comparison, finish the reply, close that app and return to the activity you named beforehand. That sequence is an editorial example, not a tested treatment. It gives you a specific detour to examine without calling necessary or enjoyable phone use a disorder. Suppose a person opens a message to confirm a pickup time, follows a feed notification and returns to a half-written form much later. The interruption to examine is the optional feed detour, not the necessary pickup message. They try removing that notification while leaving the contact route available, and note where to resume the form before responding. On the next occasion, phone minutes may remain similar because the pickup arrangements genuinely take longer. Yet the person finishes the form without the unrelated detour. Conversely, fewer phone minutes would be a poor result if an essential message was missed. This invented comparison gives the change two checks: did the intended task become easier to complete, and did important communication still work? A usage total alone cannot answer either question or diagnose an attention disorder.
- source ids
- parry-logs
- eyal-profile
- label
- Agree on response expectations before protecting work
- text
- Writing a report and answering an urgent service request are both legitimate work, but they place different demands on attention. Gloria Mark's field research describes fragmented information work, and the UK's Health and Safety Executive treats workload and work patterns as organizational responsibilities. If your role allows it, agree with colleagues which channel means urgent, what can wait, and when you will check it. If your job is monitoring, care, operations or collaboration, planned switching may be essential. A phone setting cannot repair understaffing, unclear priorities or an impossible response standard; those need a conversation about how the work is organized.
- source ids
- mark-fragmentation
- hse-demands
- label
- Make the evening transition serve your sleep
- text
- If phone use keeps pushing bedtime later, target that transition rather than your whole day's screen total. He and colleagues randomized 38 participants, selected for poor sleep and bedtime phone use, to a 30-minute pre-bed restriction or usual behavior for four weeks. Several sleep and arousal outcomes improved, but this small pilot does not prove a universal bedroom rule or isolate light from content, time displacement and expectation. Choose a workable stopping point for several nights and note bedtime and sleep. Preserve alarms, health tools, accessibility, caregiving and emergency contact; a change to one app can be more practical than removing the device.
- source ids
- he-bedtime
- apple-focus
- label
- Make shared phone time an agreement
- text
- At dinner, one person may be waiting for a care-related call while another is hoping for uninterrupted conversation. In Dwyer, Kushlev and Dunn's restaurant experiment, the phone-available group reported more distraction and less enjoyment on average; that finding concerns an experience in a setting, not the meaning of every visible phone. Ask what access each person needs and agree on a phone-light interval with a clear end. Name a necessary check instead of guessing the other person's motive. Accessibility, work, caregiving, culture and communication needs matter. Judge the agreement by whether the people feel included and the conversation improves.
- source ids
- dwyer-meals
- radesky-profile
- id
- research-findings
- role
- findings
- title
- What studies found about interruptions and phone access
- intro
- A result is most useful when you know the task, the people and the outcome that were actually studied.
- items
- label
- Allow for the demands of switching tasks
- text
- In laboratory task-switching studies, people commonly respond more slowly or less accurately just after changing task rules than when repeating them. Kiesel and colleagues' review examines both preparation for the new task and interference from the old one. A switch cost is that measured performance difference; it is not a fixed number of minutes lost from a workday. Preparation, practice, timing and the tasks themselves matter. The practical implication is to give demanding work a suitable interval and make transitions deliberate when possible. It does not require ignoring useful interruptions or treating every planned change of activity as harmful.
- source ids
- kiesel-switching
- kiesel-full
- label
- Shape alerts even when you leave the phone untouched
- text
- A phone can compete for attention without being picked up. Stothart, Mitchum and Yehnert found that incoming call or text notifications disrupted undergraduates' performance on an attention-demanding laboratory task even without direct phone interaction. This supports taking optional alerts seriously, rather than assuming that refusing to answer removes their effect. The study does not establish equal harm from every notification in everyday life. A quiet device, an allowed-contact list or a scheduled check are different ways to protect a suitable task while keeping important access. Choose according to what the alert means and the cost of missing it.
- source ids
- stothart-notifications
- apple-focus
- label
- Balance notification batching with the need to stay informed
- text
- Batching means receiving notifications at scheduled intervals instead of whenever they arrive. Fitz, Kushlev and colleagues compared usual delivery, hourly batches, three daily batches and no notifications in a randomized field experiment with 237 completing participants in India. After a baseline week, the intervention lasted two weeks. Three daily batches improved several self-reported outcomes, including concentration and perceived productivity, and reduced phone unlocks. They also increased fear of missing important notifications. The no-notification group reported more anxiety and fear of missing out; hourly batching showed few benefits. People could still open apps to check messages. This is evidence for a tradeoff, not proof of improved objective work output or a required three-check schedule.
- source ids
- fitz-batching
- label
- Use device logs to improve recall, then add context
- text
- Parry and colleagues combined 106 effect sizes comparing logged digital-media use with self-reported use. Remembered estimates correlated only moderately with logs and rarely matched the amount accurately; problematic-use questionnaires corresponded even less closely. A log is therefore useful for checking which app or time window you want to understand. It still does not explain why you used the phone or what that use did for you. Navigation, work, medical access, learning and unwanted scrolling can produce similar totals. Pair duration with purpose, content, choice and outcomes; neither a log nor a questionnaire alone tells you that someone has a disorder.
- source ids
- parry-logs
- kuss-profile
- label
- Read the internet-blocking trial as a specific intervention
- text
- Castelo, Kushlev, Ward and colleagues randomized the timing of a two-week smartphone internet block in a month-long trial involving 467 U.S. and Canadian iPhone users. The block covered mobile data and Wi-Fi; calls, texts and internet on other devices remained available. Sustained attention improved on an objective task, alongside self-reported mental health and well-being. Their intention-to-treat analyses retained participants regardless of compliance, but the primary repeated-measures analyses required complete observations. Only 119 of the 467 met the compliance threshold, and attrition and expectations limit generalization. The result supports the possibility that changing access helps. It does not establish that a single-app limit, focus mode or another-room phone produces the same benefit, or replaces clinical treatment.
- source ids
- castelo-blocking
- label
- Understand work resumption without a universal recovery timer
- text
- Mark, Gonzalez and Harris observed 24 information workers and examined related activities called working spheres. Interrupted work could have several other activities between stopping and returning; elapsed time included those activities. That is different from experimentally measuring how long the brain needs to recover after each ping. The study also found that some interruptions supplied useful work information. Its lasting lesson is to protect continuity and understand what a switch accomplishes. The popular claim that every interruption costs about 23 minutes turns a field observation into a universal cognitive rule that the study did not test.
- source ids
- mark-fragmentation
- id
- where-findings-differ
- role
- cautions
- title
- Where broad phone rules outrun the evidence
- items
- label
- Choose phone placement from your task and access needs
- text
- The mere-presence question asks whether an unused nearby phone reduces cognitive performance. Parry's preregistered review of 56 studies and 7,093 participants found a significant pooled effect for working memory, with null summary effects for other cognitive functions and substantial methodological uncertainty. Böttger, Poschik and Zierer's 2023 synthesis combined 22 studies and 43 effects involving phone presence or use: the overall effect was small (g = −0.14), memory was affected (g = −0.23), and the attention subgroup was not significant (g = −0.07). These standardized differences are not percentages of brainpower lost. The reviews differ in scope and analysis. Compare safe placement options if useful; they do not establish one mandatory distance for everyone.
- source ids
- parry-presence
- bottger-presence
- label
- Judge competing tasks without labeling a person's ability
- text
- Reading while composing a message can create an immediate conflict, but a person's usual media habits are a different research question. Parry and le Roux's meta-analysis of 118 assessments found a small pooled association between media multitasking and cognitive control that varied with the measure and outcome. Most included assessments involved students, and the review did not resolve causality. It cannot tell whether media habits change cognitive ability, people with certain difficulties multitask more, or other factors explain the relationship. Judge the actual arrangement by errors, recall, time and strain. A habit score does not prove a stable deficit or settle how a practiced combination will work.
- source ids
- parry-multitasking
- label
- Match a digital break to the outcome being studied
- text
- Short breaks and a two-week internet block are different interventions. King, Moon and Kushlev randomly assigned 640 college students to usual behavior or a daily 30-minute screen-free interval after waking, before bed or at a chosen time for seven days. The main comparison found no improvement in daily affect, meaning reported pleasant versus unpleasant feelings; compliance was difficult. Some analyses of actual practice found better outcomes, but those associations do not carry the same causal weight as random assignment. Eight students with no daily outcomes were excluded. Read this alongside the positive internet-blocking trial: different access changes, samples and outcomes can produce different answers, so neither establishes one universal digital-break rule.
- source ids
- king-timed-breaks
- castelo-blocking
- label
- Describe a digital break by its observable effects
- text
- A planned break can create more room for another activity; calling it a dopamine reset adds a biological claim. Berridge and Robinson's review distinguishes reward-related wanting from pleasure or liking and discusses addiction mechanisms more complex than a depleted pleasure tank. It supplies no short reset timer for ordinary scrolling. Meanwhile, the mobile-internet trial tested a substantial access change, not a validated detox dose. The useful unresolved questions concern which changes help whom, by what mechanism and at what cost. Notice urges, relief, boredom, sleep and choice in ordinary language; boredom alone does not establish withdrawal. Persistent loss of control with distress or impairment deserves assessment rather than a self-assigned addiction label.
- source ids
- berridge-reward
- castelo-blocking
- kuss-profile
- lembke-profile
- label
- Ask what a young person experiences online
- text
- Research on adolescent social media and health includes helpful connection and harmful experiences, with different patterns across people and activities. The National Academies' reviewed report did not support a population-level conclusion that social media causes changes in adolescent health. That conclusion does not mean an individual cannot be harmed. Look directly at harassment, exploitation, harmful content, social comparison and displaced sleep, while preserving useful support, identity exploration, creativity, information and community. Jenny Radesky's pediatric work adds developmental stage and family context. Discuss needs and boundaries with the young person using age-appropriate family and professional guidance. Duration alone cannot carry those meanings, and adult focus experiments cannot become youth guidance without considering age and needs.
- source ids
- nasem-adolescents
- radesky-profile
- id
- work-transitions
- role
- application
- title
- Keep your place when work changes
- items
- label
- Leave a brief return cue when the situation allows it
- text
- Attention residue means thoughts about the task you left keep intruding while you handle another task. Sophie Leroy and Theresa Glomb's 2018 studies tested a ready-to-resume plan: briefly recording where you were and what you would do on return. It reduced residue and improved performance on the interrupting task. The researchers did not test whether performance improved after returning to the original task. A private example is: “Checked rows 1–20; next compare row 21 with the receipt; two dates remain uncertain.” That is an adaptation, not a required form or proven shortcut. Skip the note when an urgent response matters more, and protect confidential information.
- source ids
- leroy-resume
- label
- Check a handoff note for usefulness and effort
- text
- A tool can reduce distraction while adding another demand. Van Zoonen and Scharp's field experiment followed 50 employees in a Dutch technology consultancy across four days, with 25 in each group. Ready-to-resume plans reduced attention residue and weakened its association with exhaustion, but the intervention group had higher general exhaustion. The authors proposed explanations that require further testing; the study did not show a fatigue remedy. Judge your own brief note by whether it helps and whether keeping it becomes a chore. Simplify or stop it if the burden outweighs the benefit. Findings about unplanned work intrusions do not automatically explain planned rest breaks.
- source ids
- vanzoonen-intrusions
- label
- Improve the work system as well as the phone setting
- text
- If four people need immediate replies through four channels while you are responsible for a demanding task, the conflict belongs in the work design. The Health and Safety Executive's Management Standards address demands such as workload, work patterns and the work environment. A practical discussion can name the highest-priority task, the person covering urgent contact, and the expected reply window for routine questions. Skill, tools, staffing, incentives, health and authority also affect productivity. Protected time is useful only when it fits those responsibilities; the aim is reliable work and care, not accumulating uninterrupted minutes at everyone else's expense.
- source ids
- hse-demands
- newport-profile
- id
- keeping-changes-useful
- role
- application
- title
- Make a change easy to keep and revise
- items
- label
- Choose a result that matches your reason for changing
- text
- Different goals need different evidence. If the problem is proofreading errors, count errors; if it is a late bedtime, note when you actually stopped and slept. If it is shared time, ask whether the interaction felt better. Do not use a laboratory attention score or a falling phone total as a substitute for those outcomes. Mark's work studies real activities, while Gazzaley's research measures particular cognitive functions. A smaller screen total can accompany worse access or simply more laptop use. Success means the chosen arrangement served the need you named.
- source ids
- mark-profile
- gazzaley-profile
- label
- Keep a light record of purpose, timing and experience
- text
- Make the record small enough to use: the task, the change, the result and an important tradeoff. A log can help locate an evening pattern that memory missed, but there is no need to turn every unlock into a judgment. Note whether use was intentional, necessary, enjoyable or a detour and whether sleep, distress or connection changed. A brief unsafe interaction can matter more than hours of useful work. Parry's measurement review supports checking recalled amount; interpretation still needs your context. Keep sensitive messages and other people's information out of the record.
- source ids
- parry-logs
- nasem-adolescents
- label
- Make the allowed-contact list work in practice
- text
- A setting is useful only if the needed contact can still reach you. Apple's Focus guidance permits selected people and apps, with options for calls and repeated calls; settings and available features vary by device and software. Check your device's current instructions, choose the channels your responsibilities require, and test them with a safe ordinary message before relying on the arrangement. Preserve medical, accessibility, caregiving, severe-weather and emergency access unless a safe alternative exists. Restoring a needed route is a sensible adjustment. A focus tool should support your life rather than silently remove a responsibility.
- source ids
- apple-focus
- apple-allow
- label
- Revisit social agreements when people's needs change
- text
- A phone-light meal that worked last month may need a different arrangement during illness, travel or a change at work. Ask whether everyone still has access and feels included, whether checks need explaining, and when the agreed interval ends. The restaurant experiment measured distraction and enjoyment, not attachment or character. Radesky's family-media perspective keeps context visible. Revisit the agreement if it excludes someone, interferes with care or leaves the interaction unchanged. A mutual norm is more informative than judging the relationship from a face-down phone or a single necessary check.
- source ids
- dwyer-meals
- radesky-profile
- label
- Keep the least disruptive change that answers your question
- text
- An allowed-contact list, one muted app, a scheduled check, a shorter work interval or more phone distance changes different things. Start with a safe option proportionate to the task and make it easy to end. If blocking an app leads to the same detour on a laptop, the useful lesson concerns the activity or cue rather than the device. Newport and Eyal offer practical frameworks for intentional work and environment design, but no framework establishes a universal focus-block length. Keep, adjust or end the experiment from the result and the responsibilities it affected.
- source ids
- newport-profile
- eyal-profile
- apple-focus
- id
- professional-perspectives
- role
- perspectives
- title
- Use professional ideas for the question they answer
- items
- label
- Use work and behavior frameworks as planning tools
- text
- Cal Newport's protected-work writing and Nir Eyal's behavioral-design writing make everyday choices easier to describe: reserve time for a demanding task, decide what the tool is for, notice a trigger, and prepare an alternative. Newport is a computer-science professor; Eyal is an author and consultant who previously taught at Stanford. Their public frameworks are not clinical treatments or experimentally established doses of phone-free time. Use a framework to make a plan concrete, then judge the plan by its results. Buying a book, app or workshop is not required for this experiment.
- source ids
- newport-profile
- newport-public
- eyal-profile
- label
- Include platform design in the explanation
- text
- Tristan Harris and the Center for Humane Technology draw attention to platform incentives and design features, such as infinite scrolling and attention-grabbing notifications. This is a design and policy perspective, not proof that every person is harmed or a clinical diagnosis. It gives a useful reason to look beyond willpower: a feed without a natural stopping point creates a different experience from opening a message and finishing a reply. Look for the feature that competes with your intention and choose a specific boundary around it. Responsibility also belongs to designers, organizations and communication norms.
- source ids
- harris-profile
- cht-design
- label
- Check the exact evidence behind attention-training promises
- text
- Jha studies attention and mindfulness-based training, while Gazzaley develops and evaluates technology-based cognitive interventions. Their research leaves room for useful training while requiring a precise question: which program, which people, which outcome and what comparison? Improvement on one test does not establish improved work, sleep or every attention problem. Gazzaley also has disclosed commercial and investment roles connected to technology. These fields offer questions to investigate, not a reason to buy a generic brain-training product or regard a popular practice as guaranteed treatment.
- source ids
- jha-lab
- gazzaley-profile
- id
- safety-and-support
- role
- cautions
- title
- Protect safety and know when to get help
- items
- label
- Stop safely before using the phone during a hazardous task
- text
- NHTSA says safe driving requires your full attention; phone conversation and texting can both divert it. David Strayer's research also examines cognitive distraction in vehicles, so hands-free access should not be treated as an all-clear. Never text, call, scroll or adjust a phone while driving, cycling in traffic, operating machinery or tools, working at heights, or doing another safety-critical task. Stop in a safe place first and follow local and workplace rules. Personal comparisons of desk-task focus do not belong in hazardous situations. Keep emergency access available through a safe arrangement rather than handling the device during the task.
- source ids
- nhtsa-safety
- strayer-profile
- strayer-public
- label
- Bring persistent or sudden attention changes to qualified care
- text
- Occasional distraction is common. NIMH distinguishes adult ADHD by symptoms that are frequent, persistent, impair daily life and occur across situations, with a developmental history considered in assessment. A screen-time total cannot establish that pattern. Persistent attention or organization trouble across settings, or a sudden change with sleep, mood, medication, substance use, illness or injury, deserves qualified assessment. Describe when it began, where it occurs and what became harder. Health, environment and responsibilities may all matter. Do not start, stop or change prescribed medication from this article; discuss treatment questions with the prescriber. Attention experiments can support understanding without replacing care.
- source ids
- nimh-adhd
- nimh-help
- label
- Get immediate help when you cannot stay safe
- text
- If you may harm yourself or cannot stay safe, get immediate help rather than waiting for a phone experiment to work. In the United States, call or text 988 for crisis support, or call 911 for a life-threatening emergency. Elsewhere, use local emergency or crisis services. NIMH also advises professional help for severe or persistent symptoms that affect functioning. This is general education, not a diagnosis or treatment plan. Named sources. Honest paraphrase of the finding. Not medical, legal, or financial advice.
- source ids
- nimh-help
- id
- one-useful-test
- role
- next_steps
- title
- Try one change around one real task
- intro
- These are practical adaptations of the evidence, not a course, a required regimen or a test of your character.
- items
- label
- Protect one important task and keep essential access
- text
- Choose one upcoming task and one outcome: finishing a draft, catching errors, remembering a paragraph or enjoying a conversation. Write what contact must remain available. Change one optional interruption for that task through an allowed-contact list, a muted channel, a scheduled check or safe phone distance. At the end, note the result, strain and anything important you missed. Keep, adjust or end the change. This small comparison cannot prove a general cause, but it can show whether the arrangement is worth using again. For community discussion about phones and a quieter week, see STUDself at /self/.
- source ids
- stothart-notifications
- apple-focus
- mark-profile
- label
- Try one optional channel with a suitable check time
- text
- Keep required work, medical, accessibility, caregiving, severe-weather and emergency routes open. Pick one optional channel that interrupts a suitable stationary task and decide when it is reasonable to check it. The batching study makes scheduling a useful question, but its exact schedule is not a prescription. After the task, compare completion and missed contact with your usual arrangement. Restore access if the cost of waiting was higher than expected. A less intrusive change can be successful even if the daily screen total barely changes.
- source ids
- fitz-batching
- apple-focus
- label
- Try a workable handoff from evening use to sleep
- text
- For several nights, identify the activity that usually carries you past your intended bedtime and give it a stopping point. Prepare a simple alternative, such as putting the next morning's things in place, without removing needed phone access. Note bedtime, sleep and whether the transition was workable; change the plan if it simply shifts the delay elsewhere. The bedtime pilot supplies bounded evidence, not a rule for every bedroom. The Sleep topic provides further reading, and persistent sleep or mood problems deserve qualified care.
- source ids
- he-bedtime
- eyal-profile
- nimh-help
- id
- checking-focus-claims
- role
- perspectives
- title
- Check common focus claims
- intro
- Use these concise verdicts alongside the fuller explanations above. A useful claim says what was measured and leaves room for the limits of the finding.
- items
- label
- Protect demanding tasks around switches
- text
- Claim: Switching between tasks can carry a performance cost. Verdict: established for studied task-switching conditions. The size and practical meaning depend on the task, preparation and measure; there is no universal workday penalty.
- source ids
- kiesel-switching
- label
- Use interruption findings within their measured limits
- text
- Claim: Every interruption costs about 23 minutes. Verdict: not supported. Elapsed time before returning to a work sphere includes intervening activity; it is not a universal cognitive recovery period.
- source ids
- mark-fragmentation
- label
- Judge multitasking by the task and result
- text
- Claim: People who media multitask are generally worse at attention. Verdict: not established as a general rule. The pooled association is small, varies across measures and leaves causality unresolved.
- source ids
- parry-multitasking
- label
- Test phone placement and preserve needed access
- text
- Claim: A phone on the desk always drains your brain. Verdict: not supported. Reviews find limited, outcome-specific effects and methodological uncertainty; they do not establish harm on every task.
- source ids
- parry-presence
- bottger-presence
- label
- Evaluate digital breaks without a reset claim
- text
- Claim: A dopamine detox resets the brain. Verdict: not supported. A change in urges or behavior is not evidence that dopamine was depleted or reset on a fixed timer.
- source ids
- berridge-reward
- label
- Pair media amount with experience and context
- text
- Claim: More screen time proves social media caused poor mental health. Verdict: not supported by duration alone. The National Academies' adolescent review did not establish population-level causality; specific harms still require attention.
- source ids
- nasem-adolescents
- label
- Balance quieter alerts with staying informed
- text
- Claim: Turning off all notifications always feels better. Verdict: not supported. The no-notification group in Fitz and colleagues' trial had more anxiety and fear of missing out; even the three-batch group experienced some increased fear of missing notifications.
- source ids
- fitz-batching
- related
- habits
- sleep
- anxiety
- sources
- id
- kiesel-switching
- title
- Control and interference in task switching—A review
- url
- https://pubmed.ncbi.nlm.nih.gov/20804238/
- kind
- review
- accessed at
- 2026-10-01
- supports
- Task preparation and interference; variable task-switching response-time/error costs.
- limitations
- The PubMed abstract and full author-uploaded review were inspected. Laboratory tasks do not establish a universal recovery time after an interruption.
- id
- kiesel-full
- title
- Control and Interference in Task Switching—A Review — author-uploaded full text
- url
- https://www.researchgate.net/publication/46094269_Control_and_Interference_in_Task_Switching-A_Review
- kind
- review
- accessed at
- 2026-10-01
- supports
- Full author text describes slower responses and increased errors after rule switches, preparation and differing paradigms.
- limitations
- Author-uploaded publication inspected; same work as kiesel-switching, not an independent corroborating study.
- id
- mark-fragmentation
- title
- No Task Left Behind? Examining the Nature of Fragmented Work
- url
- https://ics.uci.edu/~gmark/CHI2005.pdf
- kind
- study
- accessed at
- 2026-10-01
- supports
- Observation of 24 information workers; work-sphere fragmentation and resumption with intervening activities.
- limitations
- Small observational workplace sample; elapsed resumption time is not experimentally measured cognitive recovery from a ping.
- id
- stothart-notifications
- title
- The attentional cost of receiving a cell phone notification
- url
- https://pubmed.ncbi.nlm.nih.gov/26121498/
- kind
- study
- accessed at
- 2026-10-01
- supports
- Notifications disrupted the studied attention task without direct phone interaction.
- limitations
- Abstract inspected; one laboratory task does not establish equal costs for all everyday alerts.
- id
- fitz-batching
- title
- Batching smartphone notifications can improve well-being
- url
- https://static1.squarespace.com/static/57a40c19414fb54f51f8095f/t/614a55faa7b89e25f4e48ad1/1632261627146/2019%2BFitz%2BBatching.pdf
- kind
- study
- accessed at
- 2026-10-01
- supports
- Four conditions, 237 completing participants in India; three daily batches improved several self-reported outcomes and reduced unlocks while increasing notification FoMO. No-notification delivery increased anxiety.
- limitations
- Published author-hosted PDF methods, Table 2 and results inspected. Multiple exploratory comparisons, self-reported productivity, context-specific sample; hourly batching showed few benefits.
- id
- parry-logs
- title
- A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use
- url
- https://purehost.bath.ac.uk/ws/files/219658181/Final_Manuscript.pdf
- kind
- review
- accessed at
- 2026-10-01
- supports
- Preregistered synthesis of 106 effect sizes; moderate correspondence and inaccurate amount estimates; weaker problematic-use correspondence.
- limitations
- University-hosted accepted manuscript opened. Neither self-report nor logs establish the purpose, individual harm or diagnosis.
- id
- parry-multitasking
- title
- “Cognitive control in media multitaskers” ten years on: A meta-analysis
- url
- https://cyberpsychology.eu/article/view/13303
- kind
- review
- accessed at
- 2026-10-01
- supports
- 118 assessments; small pooled association with measurement/outcome variation and unresolved causality.
- limitations
- Full journal text inspected; most assessments involved students; habitual media multitasking differs from immediate task competition.
- id
- parry-presence
- title
- Does the Mere Presence of a Smartphone Impact Cognitive Performance? A Meta-Analysis of the “Brain Drain Effect”
- url
- https://research.vu.nl/en/publications/does-the-mere-presence-of-a-smartphone-impact-cognitive-performan/
- kind
- review
- accessed at
- 2026-10-01
- supports
- University-hosted abstract reports 56 studies, 7,093 participants; only working-memory pooled effect significant; other functions null.
- limitations
- Official abstract inspected, not full publisher article; heterogeneity and poor statistical power limit interpretation.
- id
- bottger-presence
- title
- Does the Brain Drain Effect Really Exist? A Meta-Analysis
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC10525686/
- kind
- review
- accessed at
- 2026-10-01
- supports
- 22 studies, 43 effects; overall g −0.14, memory −0.23, attention −0.07 nonsignificant; heterogeneous presence/use comparisons.
- limitations
- The full article was reviewed. Its scope differs from Parry’s review, and the pooled standardized effects are not percentages of brainpower.
- id
- castelo-blocking
- title
- Blocking mobile internet on smartphones improves sustained attention, mental health, and subjective well-being
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC11834938/
- kind
- study
- accessed at
- 2026-10-01
- supports
- Preregistered randomized timing of two-week block, 467 unique participants; objective sustained-attention improvement, calls/texts preserved; 119 compliant.
- limitations
- The full primary article was reviewed. Primary repeated-measures intention-to-treat analyses used complete cases; attrition, low compliance and possible expectancy effects limit interpretation. The study does not establish equivalence with clinical treatment.
- id
- dwyer-meals
- title
- Smartphone use undermines enjoyment of face-to-face social interactions
- url
- https://static1.squarespace.com/static/57a40c19414fb54f51f8095f/t/5a57cfe70d92975070d73bf5/1515704296209/Dwyer%2BKushlev%2BDunn%2BJESP.pdf
- kind
- study
- accessed at
- 2026-10-01
- supports
- Restaurant field experiment and experience sampling; distraction and enjoyment under studied phone-use conditions.
- limitations
- Author-hosted manuscript opened; situational average differences do not establish attachment, character or every relationship's needs.
- id
- he-bedtime
- title
- Effect of restricting bedtime mobile phone use on sleep, arousal, mood, and working memory: A randomized pilot trial
- url
- https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0228756
- kind
- study
- accessed at
- 2026-10-01
- supports
- 38 randomized participants; four-week intervention, 30-minute pre-bed restriction; improved selected sleep/arousal outcomes.
- limitations
- Full journal article opened. Small selected sample with poor sleep and substantial bedtime use; intervention cannot isolate a single mechanism or establish a universal rule.
- id
- leroy-resume
- title
- Task interrupted: A plan for returning helps you move on
- url
- https://www.washington.edu/news/2018/01/16/task-interrupted-a-plan-for-returning-helps-you-move-on/
- kind
- official
- accessed at
- 2026-10-01
- supports
- University account of Leroy and Glomb's four studies, attention residue and ready-to-resume planning improving interrupting-task performance.
- limitations
- University research account inspected, not full journal article; explicitly states return performance on the original task was not tested.
- id
- vanzoonen-intrusions
- title
- Managing Daily Work Intrusions: An Intervention to Reduce Attention Residue and Exhaustion
- url
- https://www.researchgate.net/publication/392348289_Managing_daily_work_intrusions_An_intervention_to_reduce_attention_residue_and_exhaustion
- kind
- study
- accessed at
- 2026-10-01
- supports
- Author-uploaded manuscript methods/results: 50 employees, four days, reduced residue but increased general exhaustion; weakened residue/exhaustion association.
- limitations
- The full author manuscript was inspected. This short Dutch consultancy study had attrition and does not establish fatigue relief or effects of planned breaks.
- id
- berridge-reward
- title
- Liking, Wanting and the Incentive-Sensitization Theory of Addiction
- url
- https://pmc.ncbi.nlm.nih.gov/articles/PMC5171207/
- kind
- review
- accessed at
- 2026-10-01
- supports
- Reward-related wanting and liking involve separable mechanisms; addiction is more complex than a pleasure reservoir.
- limitations
- Full author manuscript opened. Addiction neuroscience does not validate a short dopamine reset protocol for ordinary phone use.
- id
- nasem-adolescents
- title
- Social Media and Adolescent Health — Chapter 4: Social Media and Adolescent Health
- url
- https://www.nationalacademies.org/read/27396/chapter/6
- kind
- review
- accessed at
- 2026-10-01
- supports
- Reviewed committee analysis: insufficient support for population-level causality; differentiated benefits, harms and experiences.
- limitations
- Chapter text inspected; narrative committee synthesis rather than a systematic review; adolescent scope cannot be generalized to every adult.
- id
- kushlev-opportunity
- title
- An Opportunity Cost Framework of Digital Well-Being
- url
- https://doi.org/10.1111/spc3.70144
- kind
- professional
- accessed at
- 2026-10-01
- supports
- 2026 theoretical framework distinguishes displacement, substitution and interference and compares use with available alternatives.
- limitations
- Journal full text opened. A conceptual synthesis, not a validated diagnostic tool, causal estimate or tested personal regimen.
- id
- king-timed-breaks
- title
- Time-Specific Digital Detox Interventions: Effects and Effectiveness Among College Students
- url
- https://assets.pubpub.org/rn8ecc8o/tmb_tmb0000173-31755709329996.pdf
- kind
- study
- accessed at
- 2026-10-01
- supports
- In this 2025 primary paper, 640 college students were randomized to control or 30-minute daily no-screen intervals. The seven-day daily-affect comparison was null, compliance was difficult, and 632 participants entered the analysis.
- limitations
- Full publisher-hosted PDF opened; brief college experiment with self-reported compliance. Actual-practice associations are not equivalent to the randomized main comparison.
- id
- nimh-adhd
- title
- ADHD in Adults: 4 Things to Know
- url
- https://www.nimh.nih.gov/health/publications/adhd-what-you-need-to-know
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Persistent impairing symptoms across situations, developmental history and qualified assessment; ordinary distraction differs.
- limitations
- Official public guidance opened; educational, not individual diagnosis or medication instruction.
- id
- nimh-help
- title
- My Mental Health: Do I Need Help?
- url
- https://www.nimh.nih.gov/health/publications/my-mental-health-do-i-need-help
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Severe/persistent functioning changes warrant care; immediate self-harm support via 988 and life-threatening emergencies via 911 in U.S.
- limitations
- Official guidance opened; general triage, U.S. routes; sudden-change and prescriber language also preserves the approved original safety boundary.
- id
- nhtsa-safety
- title
- Distracted Driving
- url
- https://www.nhtsa.gov/risky-driving/distracted-driving
- kind
- official
- accessed at
- 2026-10-01
- supports
- Driving requires full attention; calls, texting and device adjustment create safety risks.
- limitations
- Official guidance opened; local laws vary. Other safety-critical settings retain the approved precaution, rather than a claim that NHTSA directly studied them.
- id
- hse-demands
- title
- Management Standards — Demands
- url
- https://www.hse.gov.uk/stress/standards/demands.htm
- kind
- guideline
- accessed at
- 2026-10-01
- supports
- Workload, work patterns and environment are organizational stress-management concerns.
- limitations
- Official UK workplace guidance opened; no universal schedule and no legal advice about a particular employer.
- id
- apple-focus
- title
- Set up a Focus on iPhone
- url
- https://support.apple.com/guide/iphone/set-up-a-focus-iphd6288a67f/ios
- kind
- official
- accessed at
- 2026-10-01
- supports
- Selected people and apps, schedules and filters; configuration can preserve needed contact. Call options verified on linked apple-allow guidance.
- limitations
- Official current user guide opened; device/version dependent. Feature availability is not evidence of health or productivity benefit.
- id
- apple-allow
- title
- Allow or silence notifications for a Focus on iPhone
- url
- https://support.apple.com/guide/iphone/allow-or-silence-notifications-for-a-focus-iph21d43af5b/ios
- kind
- official
- accessed at
- 2026-10-01
- supports
- People/app notification controls and call/repeated-call options.
- limitations
- Official linked guide opened; configuration is version dependent and should be tested with needed contacts.
- id
- strayer-public
- title
- Up to 27 seconds of inattention after talking to your car or smart phone
- url
- https://unews.utah.edu/articles/up-to-27-seconds-of-inattention-after-talking-to-your-car-or-smart-phone/
- kind
- official
- accessed at
- 2026-10-01
- supports
- Official university account makes Strayer's hands-free cognitive-distraction research publicly useful.
- limitations
- University study account opened; particular tested systems/settings, not a universal recovery timer and no desk-task rule.
- id
- radesky-public
- title
- Radesky Research — News & Pubs
- url
- https://radesky.lab.medicine.umich.edu/news-pubs
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Official lab documents family-media education, research dissemination and public media coverage.
- limitations
- Official news/publications and About pages opened; public usefulness is not proof of a particular intervention.
- id
- miller-working-memory
- title
- How working memory gets you through the day
- url
- https://news.mit.edu/2018/mit-picower-how-working-memory-gets-you-through-the-day-1024
- kind
- official
- accessed at
- 2026-10-01
- supports
- Working memory as information maintained and used for ongoing thought/action; Miller's neural account.
- limitations
- Official university research explanation; not a personal capacity score or a universal training prescription.
- id
- cht-design
- title
- The CHT Perspective
- url
- https://www.humanetech.com/the-cht-perspective
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Design advocacy identifies infinite scrolling, algorithmic curation and notifications as attention-related design features.
- limitations
- Official advocacy text opened; policy/design lens, not an individual causal health estimate.
- id
- newport-public
- title
- Cal Newport — author website
- url
- https://calnewport.com/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Public work, books and newsletter translating intentional work and digital practices.
- limitations
- Official author site opened; commercial educational framework, not clinical evidence.
- id
- question-purpose
- title
- I don't think screen time is the enemy
- url
- https://www.reddit.com/r/nosurf/comments/1rqy6j9/i_dont_think_screen_time_is_the_enemy/
- kind
- question_signal
- accessed at
- 2026-10-01
- supports
- Reader question about intentional use versus an unwanted total; relevance only.
- limitations
- Post/thread opened; self-selected personal discussion supplies no factual or clinical authority.
- id
- mark-profile
- title
- Gloria Mark — UC Irvine expert profile
- url
- https://experts.communications.uci.edu/profile.php?e=gloria.mark
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Role, psychology PhD, real-world media/attention research and public media work.
- limitations
- Official profile verifies professional scope, not each claim in media coverage.
- id
- leroy-profile
- title
- Sophie Leroy — UW Bothell faculty profile
- url
- https://www.uwb.edu/faculty/sophie-leroy/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Management professor, Business dean, attention-residue research and public research explanation.
- limitations
- The official profile verifies the role and research context. It does not establish a universal resumption timer.
- id
- miller-profile
- title
- Earl K. Miller — MIT Picower Institute
- url
- https://picower.mit.edu/earl-k-miller
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Picower Professor of Neuroscience; cognitive control and working-memory research.
- limitations
- The official faculty profile was reviewed. Public neuroscience explanations do not supply a productivity formula.
- id
- jha-lab
- title
- The Jha Lab — Exploring Attention and Working Memory
- url
- https://lab.amishi.com/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Attention/working-memory/mindfulness research and public talks, book and podcast links; university affiliation.
- limitations
- Lab site opened. Miami faculty HTML also retrieved directly to verify Professor of Psychology role; no claim that one duration or program universally works.
- id
- jha-profile
- title
- Amishi Jha — University of Miami faculty profile
- url
- https://people.miami.edu/profile/a.jha@miami.edu
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Official biography states psychology professor, Director of Contemplative Neuroscience and psychology PhD; lab/public work context.
- limitations
- The official faculty biography was reviewed. Appointment verification does not establish a training program’s efficacy.
- id
- gazzaley-profile
- title
- Adam Gazzaley, M.D., Ph.D. — Neuroscape
- url
- https://neuroscape.ucsf.edu/profile/adam-gazzaley/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- UCSF distinguished professor, Neuroscape founder, cognitive interventions and disclosed commercial/investment roles.
- limitations
- Official profile opened; intervention evidence is program/population/outcome specific and commercial interests matter.
- id
- strayer-profile
- title
- David Strayer, Ph.D. — University of Utah
- url
- https://psych.utah.edu/people/faculty/strayer-david.php
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Cognition and neural science professor, psychology PhD, attention/performance and vehicle-distraction work.
- limitations
- Official profile opened; safety-critical driving evidence differs from desk-task experiments.
- id
- parry-profile
- title
- Douglas Parry — Vrije Universiteit Amsterdam
- url
- https://research.vu.nl/en/persons/douglas-parry/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Communication Science assistant professor, PhD, digital-media measurement, cognition and open-science work.
- limitations
- Official profile opened; synthesis inherits limits of included measurements and populations.
- id
- kushlev-profile
- title
- Bio — Kostadin Kushlev Ph.D.
- url
- https://www.kushlev.com/bio
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Georgetown psychology associate professor, Happy Tech Lab leadership and public digital-well-being research.
- limitations
- Official biography opened; public relevance does not establish a universal notification or phone rule.
- id
- ward-profile
- title
- Adrian Ward — UT Experts
- url
- https://experts.utexas.edu/adrian_ward
- kind
- professional
- accessed at
- 2026-10-01
- supports
- UT Austin marketing associate professor, psychology PhD, technology/cognition research and media translation.
- limitations
- Official profile opened; prominent original phone-presence findings require later synthesis and replication context.
- id
- kuss-profile
- title
- Daria Kuss — Nottingham Trent University
- url
- https://www.ntu.ac.uk/staff-profiles/social-sciences/daria-kuss
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Chartered psychologist/scientist, psychology associate professor, cyberpsychology and addictive-behavior research, public dissemination.
- limitations
- Official profile opened; screen time, urges and an online checklist cannot diagnose a disorder.
- id
- radesky-profile
- title
- Radesky Research — Research Team
- url
- https://radesky.lab.medicine.umich.edu/research-team
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Jenny Radesky MD, pediatric associate professor and developmental-behavioral division director.
- limitations
- Official lab team opened; pediatric role does not establish effects in all adults.
- id
- newport-profile
- title
- Cal Newport — Georgetown Center for Digital Ethics
- url
- https://digitalethics.georgetown.edu/profiles/cal-newport/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Provost's Distinguished Professor of Computer Science; field verified separately from author work.
- limitations
- Official appointment page opened; computer-science role is not attention-science or clinical credential.
- id
- eyal-profile
- title
- Nir Eyal Official Site: Articles, Videos, and Newsletter
- url
- https://www.nirandfar.com/
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Author/consultant, former Stanford teaching, behavioral-design books and public education.
- limitations
- Official biography opened; commercial frameworks and affiliate activity, not clinician or experimental efficacy evidence.
- id
- harris-profile
- title
- Tristan Harris — Center for Humane Technology
- url
- https://www.humanetech.com/team-board/tristan-harris
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Co-founder/president, former Google design ethicist, documentary, podcast and policy communication.
- limitations
- Official organization profile opened; advocacy is distinct from diagnosis or clinical intervention research.
- id
- lembke-profile
- title
- Anna Lembke, MD — Stanford Profiles
- url
- https://profiles.stanford.edu/anna-lembke
- kind
- professional
- accessed at
- 2026-10-01
- supports
- Stanford professor and Medical Director of Addiction Medicine; public book/documentary education.
- limitations
- Official biography and appointments opened; clinical expertise does not establish addiction in ordinary phone users or a dopamine reset timer.
- professional panel
- name
- Gloria Mark
- credential
- PhD in psychology; UC Irvine Chancellor's Professor of Informatics
- official url
- https://experts.communications.uci.edu/profile.php?e=gloria.mark
- public usefulness
- Official profile documents broad media coverage and public talks translating real-world multitasking.
- contribution
- Separate fragmented work, resumption, attention and stress from a fixed cognitive recovery timer.
- boundary
- Small field observations and public summaries do not establish one attention span, recovery time or optimal block.
- reviewed at
- 2026-10-01
- name
- Sophie Leroy
- credential
- PhD; Professor of Management and Dean, UW Bothell School of Business
- official url
- https://www.uwb.edu/faculty/sophie-leroy/
- public usefulness
- Official faculty research explanation and UW News account make attention residue and ready-to-resume planning understandable.
- contribution
- Explain lingering thoughts after switching and assess a short return cue without promising faster later resumption.
- boundary
- The 2018 studies did not test original-task performance after return; later field findings include effort costs.
- reviewed at
- 2026-10-01
- name
- Earl K. Miller
- credential
- MIT Picower Professor of Neuroscience; Professor of Brain and Cognitive Sciences
- official url
- https://picower.mit.edu/earl-k-miller
- public usefulness
- Opened MIT News and institute research pages translate working memory and cognitive control for a general reader.
- contribution
- Define information held and used during demanding thought, keeping exact cognitive tasks visible.
- boundary
- Neural mechanisms do not supply a universal productivity penalty, personal diagnosis or phone-free dose.
- reviewed at
- 2026-10-01
- name
- Amishi Jha
- credential
- PhD; Professor of Psychology and Director of Contemplative Neuroscience, University of Miami
- official url
- https://people.miami.edu/profile/a.jha@miami.edu
- public usefulness
- Lab website documents Peak Mind, public interviews, podcasts and talks about attention and training.
- contribution
- Distinguish attention and working memory and ask which training program helps which population and outcome.
- boundary
- Military, professional and other program findings do not create a guaranteed universal mindfulness treatment.
- reviewed at
- 2026-10-01
- name
- Adam Gazzaley
- credential
- MD, PhD; UCSF David Dolby Distinguished Professor; Neuroscape Founder and Executive Director
- official url
- https://neuroscape.ucsf.edu/profile/adam-gazzaley/
- public usefulness
- Official biography documents public cognitive-science translation, books, talks and technology-intervention research.
- contribution
- Keep cognitive-control measures, aging and tested interventions distinct from generic brain-training promises.
- boundary
- Program/population specificity and disclosed technology-company and investment interests require attention.
- reviewed at
- 2026-10-01
- name
- David Strayer
- credential
- PhD in psychology; University of Utah Professor, Cognition and Neural Science
- official url
- https://psych.utah.edu/people/faculty/strayer-david.php
- public usefulness
- Official university public study account and Applied Cognition Lab explain hands-free vehicle distraction and its policy relevance.
- contribution
- Keep hazardous tasks in a stricter safety category than stationary personal focus experiments.
- boundary
- Driving research does not establish an optimal phone position for every desk task or replace local safety rules.
- reviewed at
- 2026-10-01
- name
- Douglas Parry
- credential
- PhD in Socio-Informatics; Communication Science Assistant Professor, Vrije Universiteit Amsterdam
- official url
- https://research.vu.nl/en/persons/douglas-parry/
- public usefulness
- Accessible reviews address public questions about screen totals, media multitasking and phone-presence headlines.
- contribution
- Compare logs with remembered use and teach how outcome and measurement differences limit broad claims.
- boundary
- Meta-analysis cannot resolve all causal mechanisms, personal motives, clinical impairment or the best individual control.
- reviewed at
- 2026-10-01
- name
- Kostadin Kushlev
- credential
- PhD; Georgetown Associate Professor of Psychology and Happy Tech Lab director
- official url
- https://www.kushlev.com/bio
- public usefulness
- Official research pages frame accessible questions about batching, digital breaks and everyday digital well-being.
- contribution
- Teach notification tradeoffs and distinguish what phone use adds, replaces and interrupts.
- boundary
- Notification outcomes differ across schedules and contexts; opportunity-cost framework is conceptual rather than a validated regimen.
- reviewed at
- 2026-10-01
- name
- Adrian F. Ward
- credential
- PhD in psychology; Associate Professor of Marketing, University of Texas at Austin
- official url
- https://experts.utexas.edu/adrian_ward
- public usefulness
- Official biography documents public coverage and teaching about the psychology of technology.
- contribution
- Connect original phone-presence questions with later reviews and the specific mobile-internet block trial.
- boundary
- Mixed presence evidence and demanding intervention methods prevent an always-harmful phone-placement rule.
- reviewed at
- 2026-10-01
- name
- Daria Kuss
- credential
- PhD; Chartered Psychologist and Chartered Scientist; Nottingham Trent Associate Professor in Psychology
- official url
- https://www.ntu.ac.uk/staff-profiles/social-sciences/daria-kuss
- public usefulness
- Official profile documents media education, cyberpsychology books and professional/government engagement.
- contribution
- Keep ordinary use, unwanted repeated behavior, distress and diagnosable conditions distinct.
- boundary
- No duration, urge or public checklist is sufficient to diagnose addiction or select treatment.
- reviewed at
- 2026-10-01
- name
- Jenny Radesky
- credential
- MD; University of Michigan Associate Professor of Pediatrics; Developmental Behavioral Pediatrics division director
- official url
- https://radesky.lab.medicine.umich.edu/research-team
- public usefulness
- Official family-media research and professional pediatric education explain development, context and digital design.
- contribution
- Ask what young people see, do and need online rather than relying on duration alone.
- boundary
- Pediatric and family evidence cannot be generalized to every adult or used to diagnose one child.
- reviewed at
- 2026-10-01
- name
- Cal Newport
- credential
- Georgetown Provost's Distinguished Professor of Computer Science; public work/digital-practice author
- official url
- https://digitalethics.georgetown.edu/profiles/cal-newport/
- public usefulness
- Official author site and books make protected work and intentional tool choice accessible to broad audiences.
- contribution
- Give protected work and communication expectations a concrete planning vocabulary.
- boundary
- Computer-science appointment and commercial books do not establish a universal scientific focus-block length or clinical treatment.
- reviewed at
- 2026-10-01
- name
- Nir Eyal
- credential
- Behavioral-design author and consultant; former Stanford Graduate School of Business and d.school instructor
- official url
- https://www.nirandfar.com/
- public usefulness
- Official site provides public articles and books on habits, triggers, attention and environment design.
- contribution
- Notice a trigger, prepare an alternative and make an everyday plan specific enough to review.
- boundary
- Commercial education, consulting and affiliate activity; not a clinical credential or proof of one effective personal regimen.
- reviewed at
- 2026-10-01
- name
- Tristan Harris
- credential
- Center for Humane Technology co-founder and president; former Google design ethicist
- official url
- https://www.humanetech.com/team-board/tristan-harris
- public usefulness
- Official profile documents public policy communication, The Social Dilemma and Your Undivided Attention.
- contribution
- Include platform incentives and attention-related design rather than placing the whole burden on user willpower.
- boundary
- Design advocacy and industry experience do not establish an individual diagnosis, causal health estimate or treatment.
- reviewed at
- 2026-10-01
- name
- Anna Lembke
- credential
- MD; Stanford Professor of Psychiatry and Behavioral Sciences and Medical Director of Addiction Medicine
- official url
- https://profiles.stanford.edu/anna-lembke
- public usefulness
- Official biography documents Dopamine Nation, public addiction education and documentary participation.
- contribution
- Recognize when loss of control, distress and impaired functioning require qualified care.
- boundary
- Clinical addiction expertise does not make ordinary phone use addiction or establish a short dopamine reset protocol.
- reviewed at
- 2026-10-01
End of Attention, phones, focus
