UI Dark Patterns and Where to Find Them: A Study on Mobile Applications and User Perception

A Dark Pattern (DP) is an interface maliciously crafted to deceive users into performing actions they did not mean to do. In this work, we analyze Dark Patterns in 240 popular mobile apps and conduct an online experiment with 589 users on how they perceive Dark Patterns in such apps. The results of the analysis show that 95% of the analyzed apps contain one or more forms of Dark Patterns and, on average, popular applications include at least seven different types of deceiving interfaces. The online experiment shows that most users do not recognize Dark Patterns, but can perform better in recognizing malicious designs if informed on the issue. We discuss the impact of our work and what measures could be applied to alleviate the issue.

[1]  Paul Marshall,et al.  Display Blindness?: Looking Again at the Visibility of Situated Displays using Eye-tracking , 2015, CHI.

[2]  Homer.,et al.  The Odyssey. Homer , 2007 .

[3]  Paul Resnick,et al.  Impulse Buying: Design Practices and Consumer Needs , 2019, CHI.

[4]  Janet C. Read,et al.  Creating a Framework to Support the Critical Consideration of Dark Design Aspects in Free-to-Play Apps , 2019, IDC.

[5]  Jan Gulliksen,et al.  The Big Picture of UX is Missing in Scrum Projects , 2012, I-UxSED.

[6]  Chris Nodder,et al.  Evil by Design: Interaction Design to Lead Us into Temptation , 2013 .

[7]  D. Bickham Plugged in: how media attract and affect youth , 2017 .

[8]  Yesim Isil Ulman,et al.  Ethical Issues in Neuromarketing: “I Consume, Therefore I am!” , 2015, Sci. Eng. Ethics.

[9]  Arvind Narayanan,et al.  Dark patterns , 2020, Commun. ACM.

[10]  Colin M. Gray,et al.  The Dark (Patterns) Side of UX Design , 2018, CHI.

[11]  Judy Illes,et al.  Neuroethics of neuromarketing , 2008 .

[12]  Mike Kuniavsky,et al.  Smart Things: Ubiquitous Computing User Experience Design , 2010 .

[13]  Scott A. Huettel,et al.  Neuromarketing: Ethical Implications of its Use and Potential Misuse , 2016, Journal of Business Ethics.

[14]  Sabrina M. Tom,et al.  The Neural Basis of Loss Aversion in Decision-Making Under Risk , 2007, Science.

[15]  K. Himma The Handbook of Information and Computer Ethics , 2007 .

[16]  Eric Harslem,et al.  Designing the STAR User Interface , 1987, ECICS.

[17]  PerlmanGary Book review: Human-Computer Interaction, by Jenny Preece, Yvonne Rogers, Helen Sharp, David Benyon, Simon Holland, and Tom Carey (Addison-Wesley, 1994) , 1994 .

[18]  Danilo Caivano,et al.  Investigating and promoting UX practice in industry: An experimental study , 2014, Int. J. Hum. Comput. Stud..

[19]  Shipra Gupta The Psychological Effects of Perceived Scarcity on Consumers’ Buying Behavior , 2013 .

[20]  Colin M. Gray,et al.  #darkpatterns: UX Practitioner Conversations About Ethical Design , 2018, CHI Extended Abstracts.

[21]  C. Kleinke Gaze and eye contact: a research review. , 1986, Psychological bulletin.

[22]  G. S. O'Keeffe,et al.  The Impact of Social Media on Children, Adolescents, and Families , 2011, Pediatrics.

[23]  D. Kumaran,et al.  Frames, Biases, and Rational Decision-Making in the Human Brain , 2006, Science.

[24]  Jakob Nielsen,et al.  Designing Web Usability: The Practice of Simplicity , 1999 .

[25]  Alan Borning,et al.  Value Sensitive Design and Information Systems , 2020, The Ethics of Information Technologies.

[26]  Mike Kuniavsky Smart things: ubiquitous computing user experience , 2010 .

[27]  Laura Astolfi,et al.  On the Use of EEG or MEG Brain Imaging Tools in Neuromarketing Research , 2011, Comput. Intell. Neurosci..

[28]  A. Lenhart Teens, Social Media & Technology Overview 2015 , 2015 .

[29]  Harri Oinas-Kukkonen,et al.  Persuasive Systems Design: Key Issues, Process Model, and System Features , 2009, Commun. Assoc. Inf. Syst..

[30]  Sebastian Boring,et al.  Dark patterns in proxemic interactions: a critical perspective , 2014, Conference on Designing Interactive Systems.

[31]  Jakob Nielsen,et al.  Heuristic evaluation of user interfaces , 1990, CHI '90.

[32]  Barbara S. Chaparro,et al.  The pervasiveness of text advertising blindness , 2014 .

[33]  Elizabeth Boling,et al.  Inscribing ethics and values in designs for learning: a problematic , 2016 .

[34]  Florina Ungureanu,et al.  Neuromarketing and visual attention study using eye tracking techniques , 2017, 2017 21st International Conference on System Theory, Control and Computing (ICSTCC).

[35]  Jes A. Koepfler,et al.  How to see values in social computing: methods for studying values dimensions , 2014, CSCW.

[36]  Shinjiro Kawato,et al.  Detection and tracking of eyes for gaze-camera control , 2004, Image Vis. Comput..

[37]  Jamie B. Luguri,et al.  Shining a Light on Dark Patterns , 2019, Journal of Legal Analysis.

[38]  Robert C. Nickerson,et al.  Mobile Technology and Smartphone Apps: A Diffusion of Innovations Analysis , 2014, AMCIS.

[39]  Joseph H. Goldberg,et al.  Chapter 23 – Eye Tracking in Usability Evaluation: A Practitioner's Guide , 2003 .

[40]  E. Crone,et al.  Media use and brain development during adolescence , 2018, Nature Communications.

[41]  Derek Flood,et al.  Usability of mobile applications: literature review and rationale for a new usability model , 2013, Journal of Interaction Science.

[42]  D. Ariely,et al.  Neuromarketing: the hope and hype of neuroimaging in business , 2010, Nature Reviews Neuroscience.

[43]  D. Heeger,et al.  In this issue , 2002, Nature Reviews Drug Discovery.

[44]  Jonathan Mayer,et al.  Dark Patterns at Scale , 2019, Proc. ACM Hum. Comput. Interact..

[45]  Max L. Wilson,et al.  Using fNIRS in Usability Testing: Understanding the Effect of Web Form Layout on Mental Workload , 2016, CHI.

[46]  W. Buxton Human-Computer Interaction , 1988, Springer Berlin Heidelberg.

[47]  Murni Mahmud,et al.  Taxonomies of User Experience (UX) evaluation methods , 2013, 2013 International Conference on Research and Innovation in Information Systems (ICRIIS).

[48]  Barbara S. Chaparro,et al.  Text Advertising Blindness: The New Banner Blindness? , 2011 .

[49]  A. K. Basu A Theory of Decision-Making , 1973, The Journal of Sociology & Social Welfare.

[50]  Gregory J. Conti,et al.  Malicious interface design: exploiting the user , 2010, WWW '10.

[51]  Kuo-Hsiang Chen,et al.  How different information types affect viewer's attention on internet advertising , 2011, Comput. Hum. Behav..

[52]  Phoebe Sengers,et al.  Reflective design , 2005, Critical Computing.

[53]  Ronald Paul Hill,et al.  Neuromarketing and Consumer Free Will , 2008 .

[54]  Christopher A. Paul Values at play in digital games , 2016, New Media Soc..

[55]  Maiju Aikala,et al.  Uncovering the user experience with critical experience interviews , 2014, OZCHI.

[56]  T. McNamara Semantic Priming: Perspectives from Memory and Word Recognition , 2005 .

[57]  Cherie K. Lacey,et al.  Cuteness as a ‘Dark Pattern’ in Home Robots , 2019, 2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[58]  Paul Hekkert,et al.  Design for Socially Responsible Behavior: A Classification of Influence Based on Intended User Experience , 2011, Design Issues.

[59]  Marina Jirotka,et al.  Towards a closer dialogue between policy and practice: responsible design in HCI , 2014, CHI.

[60]  Kasper Hornbæk,et al.  Old wine in new bottles or novel challenges: a critical analysis of empirical studies of user experience , 2011, CHI.

[61]  Shaowen Bardzell,et al.  What is "critical" about critical design? , 2013, CHI.

[62]  Staffan Björk,et al.  Dark patterns in the design of games , 2013, FDG.

[63]  Johan Redström Persuasive Design: Fringes and Foundations , 2006, PERSUASIVE.

[64]  Brandie Nonnecke,et al.  A Case Study in Mobile-Optimized vs. Responsive Web Application Design , 2015, MobileHCI Adjunct.

[65]  Moira C. Norrie,et al.  W3touch: metrics-based web page adaptation for touch , 2013, CHI.

[66]  Niklas Elmqvist,et al.  Toward Visualization for Games: Theory, Design Space, and Patterns , 2012, IEEE Transactions on Visualization and Computer Graphics.

[67]  Jakob Nielsen,et al.  Enhancing the explanatory power of usability heuristics , 1994, CHI '94.

[68]  Dongsong Zhang,et al.  Challenges, Methodologies, and Issues in the Usability Testing of Mobile Applications , 2005, Int. J. Hum. Comput. Interact..