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Online platforms have a wealth of data, run countless experiments and use industrial-scale algorithms to optimize user experience.
An economic theory of self-control
Richard H Thaler and Hersh M Shefrin · 1981
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A theory of rational addiction
Gary S Becker and Kevin M Murphy · 1988
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Procrastination and obedience
George A Akerlof · 1991
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Golden eggs and hyperbolic discounting
David Laibson · 1997
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Doing it now or later
Ted O’Donoghue and Matthew Rabin · 1999
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Persuasive technology: using computers to change what we think and do
Brian J Fogg · 2002
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A dual-self model of impulse control
Drew Fudenberg and David K Levine · 2006
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Dual-processing accounts of reasoning, judgment, and social cognition
Jonathan St. B T Evans · 2008
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A user-oriented webpage ranking algorithm based on user attention time
Songhua Xu, Yi Zhu, Hao Jiang, and Francis CM Lau · 2008
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Highbrow films gather dust: Time-inconsistent preferences and online dvd rentals
Katherine L Milkman, Todd Rogers, and Max H Bazerman · 2009
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I’ll have the ice cream soon and the vegetables later: A study of online grocery purchases and order lead time
Katherine L Milkman, Todd Rogers, and Max H Bazerman · 2010
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Networking or not working: A model of social procrastination from communication
Uliana Makarov · 2011
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Automatically detecting problematic use of smartphones
Choonsung Shin and Anind K Dey · 2013
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Time-inconsistent planning: a computational problem in behavioral economics
Jon Kleinberg and Sigal Oren · 2014
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I would like to…, I shouldn’t…, I wish I… exploring behavior-change goals for social networking sites
Manya Sleeper, Alessandro Acquisti, Lorrie Faith Cranor, Patrick Gage Kelley, Sean A Munson, and Norman Sadeh · 2015
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Misbehaving: The making of behavioral economics
Richard H Thaler · 2015
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Recommender systems
Charu C Aggarwal · 2016
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Behaviorism is not enough: better recommendations through listening to users
Michael D Ekstrand and Martijn C Willemsen · 2016
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Mytime: designing and evaluating an intervention for smartphone non-use
Alexis Hiniker, Sungsoo Hong, Tadayoshi Kohno, and Julie A Kientz · 2016
Self-control in cyberspace: Applying dual systems theory to a review of digital self-control tools
Ulrik Lyngs, Kai Lukoff, Petr Slovak, Reuben Binns, Adam Slack, Michael Inzlicht, Max Van Kleek, and Nigel Shadbolt · 2019
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Data privacy and temptation
Zhuang Liu, Michael Sockin, and Wei Xiong · 2020
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‘I just want to hack myself to not get distracted’ evaluating design interventions for self-control on facebook
Ulrik Lyngs, Kai Lukoff, Petr Slovak, William Seymour, Helena Webb, Marina Jirotka, Jun Zhao, Max Van Kleek, and Nigel Shadbolt · 2020
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Impulse buying: Designing for self-control with E-commerce
Carol Moser · 2020
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Reflect, not regret: Understanding regretful smartphone use with app feature-level analysis
Hyunsung Cho, Daeun Choi, Donghwi Kim, Wan Ju Kang, Eun Kyoung Choe, and Sung-Ju Lee · 2021
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Planning problems for sophisticated agents with present bias
Jon Kleinberg, Sigal Oren, and Manish Raghavan · 2016
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The facebook experiment: Quitting facebook leads to higher levels of well-being
Morten Tromholt · 2016
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Using behavioral economics in public economics
James Alm and Steven M Sheffrin · 2017
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The charity beauty premium: Satisfying donors’“want” versus “should” desires
Cynthia Cryder, Simona Botti, and Yvetta Simonyan · 2017
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Facebook says ‘tens of thousands’ of people opt in to take its user surveys every week
Amy Gesenhues · 2018
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The dark (patterns) side of UX design
Colin M Gray, Yubo Kou, Bryan Battles, Joseph Hoggatt, and Austin L Toombs · 2018
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Self control and smartphone use: An experimental study of soft commitment devices
Ruru Hoong · 2021
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Instagram tests new ‘take a break’ feature to encourage users to limit time in the app
Andrew Hutchinson · 2021
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How the design of YouTube influences user sense of agency
Kai Lukoff, Ulrik Lyngs, Himanshu Zade, J Vera Liao, James Choi, Kaiyue Fan, Sean A Munson, and Alexis Hiniker · 2021
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From optimizing engagement to measuring value
Smitha Milli, Luca Belli, and Moritz Hardt · 2021
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How tiktok reads your mind
Ben Smith · 2021
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What are you optimizing for? Aligning recommender systems with human values
Jonathan Stray, Ivan Vendrov, Jeremy Nixon, Steven Adler, and Dylan Hadfield-Menell · 2021
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Comparing online and in-store grocery purchases
Laura Y Zatz, Alyssa J Moran, Rebecca L Franckle, Jason P Block, Tao Hou, Dan Blue, Julie C Greene, Steven Gortmaker, Sara N Bleich, Michele Polacsek, et al · 2021
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Digital addiction
Hunt Allcott, Matthew Gentzkow, and Lena Song · 2022
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