Library

Persuasive Technology

B.J. Fogg · 2003

B.J. Fogg's foundational text on "captology" — computers as persuasive technology. Named the design triggers (tunneling, social proof, reward schedules) that later became the standard playbook for habit-forming apps.

iGen

Jean Twenge · 2017

Jean Twenge on how smartphones and social media have reshaped a generation's mental health. Draws on large survey datasets to track the sharp shift in teen wellbeing that coincides with the arrival of the smartphone.

Hooked

Nir Eyal · 2014

Nir Eyal's blueprint for building habit-forming products, structured around a four-step "Hook Model": trigger, action, variable reward, investment. Written as a how-to for product teams — DarkBadge treats it as a map of the mechanisms it scores.

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Irresistible

Adam Alter · 2017

Adam Alter on the rise of behavioural addiction and the design patterns that drive it — infinite scroll, variable rewards, social feedback loops. Argues these aren't incidental side effects but the deliberate product of A/B-tested engagement engineering.

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Dopamine Nation

Anna Lembke · 2021

Anna Lembke, a Stanford psychiatrist, on the brain's pleasure-pain balance and why constant small hits of dopamine — from a phone as much as any substance — push that balance toward craving. Makes the direct case for scheduled abstinence as a reset.

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Stolen Focus

Johann Hari · 2022

Johann Hari on why we can't pay attention — reported across interviews with researchers and tech insiders. Frames shrinking attention spans as a systemic, engineered problem rather than a personal willpower failure.

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The Power of Fun

Catherine Price · 2021

Catherine Price on reclaiming genuine fun and attention from the phone's substitute for both. Distinguishes real "fun" (playful, connected, in flow) from the passive scrolling that displaces it, with a practical plan for making room for the former.

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The surprising origin of 4 features that superglue kids — and adults — to screens

NPR Morning Edition · Michaeleen Doucleff · 2026

Anthropologist Natasha Dow Schull traces how four design features from video slot machines — solitude, bottomlessness, speed, and teasing — migrated into social media apps, and why they are especially harmful to children.

Center for Humane Technology

Tristan Harris

Framework for understanding addictive design as an engineering choice, not an accident.

Common Sense Media — Digital Citizenship

Age-based media reviews and guidance for parents navigating what their kids watch, play, and scroll — the practical, non-academic counterpart to the research DarkBadge cites.

Deceptive Design — UX dark patterns

A cataloged taxonomy of dark patterns — confirmshaming, roach motels, forced continuity, and more — with named, real-world examples of each. The reference DarkBadge's own pattern names are indebted to.

Aza Raskin — inventor of infinite scroll, now vocal critic

Raskin built infinite scroll in 2006 and has since become one of its most prominent critics, co-founding the Center for Humane Technology to push for design that respects attention rather than exploiting it.

Ego depletion and self-regulation research

Roy Baumeister

Self-control behaves like a limited, depletable resource — resisting one temptation leaves less willpower for the next. Grounds why an app doesn't need to be irresistible in every moment, just outlast a user's already-taxed self-regulation.

A neural substrate of prediction and reward (Nature, 1997)

Wolfram Schultz · 1997

Landmark finding that dopamine neurons fire on the *prediction* of a reward and its uncertainty, not just its delivery — the neuroscience behind why unpredictable rewards (likes, loot boxes, feeds) are more compelling than predictable ones.

Variable ratio reinforcement schedules

B.F. Skinner

Skinner's classic finding that an unpredictable reward schedule — a payout after a variable, unknown number of actions — produces the strongest, most persistent, hardest-to-extinguish behavior. The same schedule that runs slot machines and infinite-scroll feeds.

Notification interruption research

Kostadin Kushlev

Research on how phone notifications fragment attention and elevate inattention/hyperactivity symptoms, even when the notification itself is never opened — the interruption alone carries a cost.

Motivational, emotional, and behavioral correlates of fear of missing out

Przybylski et al. · 2013

Introduced and validated the "fear of missing out" (FOMO) construct, linking it to lower mood and life satisfaction and to compulsive social-media checking — the academic basis for DarkBadge's social-pressure and teasing dimensions.

A theory of social comparison processes

Leon Festinger · 1954

Founding theory that people evaluate their own worth by comparing themselves to others, especially under uncertainty — the mechanism that likes, follower counts, and leaderboards are built to trigger on demand.