Research & Citations

Every claim on TaskGate is backed by peer-reviewed research. This page lists every study, paper, and authoritative source we cite across our content.

186×

Daily phone checks

Reviews.org (2026)

57%

Reduction in social media opens with friction

Max Planck Institute / One Sec (2022)

4h 37m

Average daily smartphone screen time

Global mobile usage averages (2025)

89%

Check phone first thing in morning

Industry surveys (2025)

$7.02B

Projected app blocker market by 2033

Growth Market Reports (12.8% CAGR)

2–3×

Increase in goal achievement with implementation intentions

Gollwitzer (1999), American Psychologist

Sources by topic

Choice architecture and libertarian paternalism · 2008

Nudge: Improving Decisions About Health, Wealth, and Happiness

Thaler, R. H., & Sunstein, C. R., Yale University Press

Key finding: Small changes to choice architecture can alter behavior in predictable ways without forbidding options or changing economic incentives.

Used in: Blog, Resources, FAQs

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Habit interruption and implementation intentions · 2009

Planning to break unwanted habits: Habit strength moderates implementation intention effects on behaviour change

Webb, T. L., Sheeran, P., & Luszczynska, A., British Journal of Social Psychology

Key finding: Implementation intentions significantly disrupt unwanted habits, with stronger effects when specifying exact alternative behaviors.

Used in: Blog, Resources, FAQs

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Implementation intentions and goal achievement · 1999

Implementation intentions: Strong effects of simple plans

Gollwitzer, P. M., American Psychologist

Key finding: 'If-then' plans increase goal achievement rates by 2–3x compared to simple goal intentions alone.

Used in: Blog, Resources, FAQs

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Self-control as a finite resource · 1998

Ego depletion: Is the active self a limited resource?

Baumeister, R. F., Bratslavsky, E., Muraven, M., & Tice, D. M., Journal of Personality and Social Psychology

Key finding: Willpower depletes with use, stress, and decision fatigue—making willpower-based strategies fragile under pressure.

Used in: Blog, Resources

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Meta-analysis of choice architecture interventions · 2022

The effect of choice architecture on decisions across domains: A meta-analysis

Mertens, S., et al., Proceedings of the National Academy of Sciences (PNAS)

Key finding: Choice architecture interventions—including added friction—have consistent, meaningful effects on behavior across 212 publications and 2.1M participants.

Used in: Blog, Resources

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Brief delays and automatic behavior interruption · 2017

Habit versus planned behaviour: A field experiment

Verhoeven, A. A. C., et al., Acta Psychologica

Key finding: Even brief delays between cue and response can weaken automatic behavior by engaging the prefrontal cortex.

Used in: Resources, FAQs

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Implementation intentions in real-world workplace settings · 2006

Breaking and creating habits on the working floor: A field-experiment on the power of implementation intentions

Holland, R. W., Aarts, H., & Langendam, D., Journal of Experimental Social Psychology

Key finding: Simple verbal plans significantly disrupted well-learned habits in real-world workplace settings.

Used in: Blog, Resources

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Habit formation through tiny, repeatable actions · 2017

A brief intervention for weight control based on habit-formation theory delivered through primary care

Beeken, R. J., et al., International Journal of Obesity

Key finding: Brief interventions based on habit-formation theory produced significant, sustained behavior change through tiny, repeatable actions.

Used in: Blog, Resources

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Default settings as powerful choice architecture tools · 2003

Do defaults save lives?

Johnson, E. J., & Goldstein, D., Science

Key finding: Making the desired behavior the default increased consent rates from ~10–30% to over 90%.

Used in: Blog, Resources

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Time-based defaults for behavior change · 2004

Save More Tomorrow: Using behavioral economics to increase employee saving

Thaler, R. H., & Benartzi, S., Journal of Political Economy

Key finding: Making the desired behavior the default at the right time dramatically increased retirement savings participation.

Used in: Blog, Resources

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Combining multiple behavior-change techniques · 2012

MINDSPACE: Influencing behaviour for public policy

Dolan, P., et al., UK Cabinet Office / Behavioural Insights Team

Key finding: Combining multiple behavior-change techniques (defaults, friction, implementation intentions) produces maximum effect.

Used in: Blog, Resources

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Variable-ratio reinforcement in smartphone addiction · 2022

Technology and Addiction: What Drugs Can Teach Us About Digital Media

Hartogsohn, I., & Vudka, A., Frontiers in Psychiatry

Key finding: Smartphones exploit variable-ratio reinforcement—the same conditioning principle that makes slot machines addictive.

Used in: Blog, Resources

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Attention residue from interruptions · 2009

Why is it so hard to do my work? The challenge of attention residue when switching between work tasks

Leroy, S., Organizational Behavior and Human Decision Processes

Key finding: Even brief interruptions leave cognitive residue that impairs performance on the primary task for 15–30 minutes.

Used in: Resources

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Morning phone checking and self-regulation · 2024

Problematic smartphone use and its relationship with self-regulation

Mei, S., et al., Frontiers in Psychology

Key finding: Excessive morning checking is linked to reduced self-regulation throughout the day.

Used in: Blog

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Dual-process theory: System 1 vs System 2 thinking · 2011

Thinking, Fast and Slow

Kahneman, D., Farrar, Straus and Giroux

Key finding: Habits operate through fast, automatic System 1 processing. Friction forces a switch to slower, deliberate System 2 thinking.

Used in: Blog

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Replication of ego depletion findings · 2016

A multilab preregistered replication of the ego-depletion effect

Hagger, M. S., et al., Perspectives on Psychological Science

Key finding: While effect sizes vary, relying solely on conscious self-control remains a fragile strategy for behavior change.

Used in: Blog

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Effectiveness of micro-interventions for social media reduction · 2022

One Sec App Study: Reducing Social Media Use Through Breathing Exercises

Max Planck Institute for Human Development, Published in conjunction with one-sec.app

Key finding: A simple breathing pause reduced social media opens by 57%.

Used in: Blog, Resources, FAQs

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Market size and growth projections · 2025

App Blocker Market Report 2024–2033

Growth Market Reports, Market Research Report

Key finding: The app blocker market is projected to grow from $2.37 billion in 2024 to $7.02 billion by 2033 (12.8% CAGR).

Used in: Blog, Resources, FAQs

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Daily phone checking frequency · 2026

American Smartphone Usage Statistics 2026

Reviews.org, Industry Research Report

Key finding: Americans check their phones 186 times daily—a 9% decrease from 205 checks in 2024, but still nearly once every 5 waking minutes.

Used in: Blog

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Built on evidence, not hype

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