References
[1] . Aaker, J. L. (1997). Dimensions of brand personality. Journal of Marketing Research, 34(3), 347-356.
[2] . AZB & Partners. (2025). Regulatory crackdown on dark patterns: CCPA's enforcement actions and emerging compliance landscape in Indian e-commerce. https://www.azbpartners.com/bank/regulatory-crackdown-on-dark-patterns-ccpas-enforcement-actions-and-emerging-compliance-landscape-in-indian-e-commerce/
[3] . Blut, M., Wang, C., Wünderlich, N. V., & Brock, C. (2021). Understanding anthropomorphism in service provision: A meta-analysis of physical robots, chatbots, and other AI. Journal of the Academy of Marketing Science, 49, 632-658.
[4] . Bongard-Blanchy, K., Rossi, A., Rivas, S., Doublet, S., Koenig, V., & Lenzini, G. (2021). "I am definitely manipulated, even when I am aware of it. It's ridiculous!" Dark patterns from the end-user perspective. Proceedings of the 2021 ACM Designing Interactive Systems Conference (DIS '21), 763-776. https://doi.org/10.1145/3461778.3462086
[5] . Business Standard. (2026, June 9). Dark patterns cost Indian online shoppers up to ?28,000 cr a year: Study. https://www.business-standard.com/industry/news/dark-patterns-cost-indian-online-shoppers-up-to-28-000-cr-a-year-study-126060900878_1.html
[6] . Cayla, J. (2013). Brand mascots as organisational totems. Journal of Marketing Management, 29(1-2), 86-104.
[7] . Central Consumer Protection Authority. (2023). Guidelines for prevention and regulation of dark patterns, 2023. Department of Consumer Affairs, Government of India.
[8] . Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114(4), 864-886.
[9] . Finnovate. (2026). Dark patterns in Indian ecommerce: What they are and how to protect yourself. https://www.finnovate.in/learn/blog/dark-patterns-ecommerce-india-explained
[10] . Goyal, A. (2024). Key factors driving the rapid growth of quick commerce in urban areas of India. International Journal for Multidisciplinary Research, 6(6). https://doi.org/10.36948/ijfmr.2024.v06i06.31781
[11] . Gray, C. M., Kou, Y., Battles, B., Hoggatt, J., & Toombs, A. L. (2018). The dark (patterns) side of UX design. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery.
[12] . Gupta, S. (2024). A study on emergence of quick commerce. International Journal for Multidisciplinary Research, 6(2). https://doi.org/10.36948/ijfmr.2024.v06i02.19226
[13] . IAPP. (2025). India's CCPA guidelines on dark patterns: Welcome signal, but law is still soft. International Association of Privacy Professionals. https://iapp.org/news/a/india-s-ccpa-guidelines-on-dark-patterns-welcome-signal-but-law-is-still-soft
[14] . Internet Freedom Foundation. (2025). Dark patterns and weak remedies: Why the CCPA advisory falls short. https://internetfreedom.in/dark-patterns-and-weak-remedies-why-the-ccpa-advisory-falls-short/
[15] . Jain, R. H. (2024). Unpacking dark patterns: Understanding dark patterns and their implications for consumer protection in the digital economy. Consumer Protection Review.
[16] . Juneja, R. (2025). Dark patterns in Indian digital interfaces: Prevalence, cultural perception and user education [Master's thesis, Purdue University]. Purdue e-Pubs. https://hammer.purdue.edu/articles/thesis/_b_DARK_PATTERNS_IN_INDIAN_DIGITAL_INTERFACES_PREVALENCE_CULTURAL_PERCEPTION_AND_USER_EDUCATION_b_/28844222
[17] . Kim, K., Ryoo, Y., Manika, D., Yoon, N., & Yoon, S. (2024). From ugly to attractive: Leveraging anthropomorphism to increase demand for irregular-appearing produce. Psychology & Marketing, 41(9), 2033-2056.
[18] . Kumar, A. (2025). Dark patterns and market manipulation: A behavioral antitrust analysis in India. International Journal of Law, Social Sciences & Policy. https://ijlsss.com/dark-patterns-and-market-manipulation-a-behavioral-antitrust-analysis-in-india/
[19] . Li, C., & Huang, F. (2024). The impact of virtual streamer anthropomorphism on consumer purchase intention: Cognitive trust as a mediator. Behavioral Sciences, 14(12), 1228.
[20] . LocalCircles. (2025). Dark patterns continue on eCommerce marketplaces in India: Survey. https://www.localcircles.com/a/press/page/dark-patterns-ecommerce-survey
[21] . Luguri, J. B., & Strahilevitz, L. J. (2021). Shining a light on dark patterns. Journal of Legal Analysis, 13(1), 43-109. https://doi.org/10.1093/jla/laaa006
[22] . Mathur, A., Acar, G., Friedman, M. J., Lucherini, E., Mayer, J., Chetty, M., & Narayanan, A. (2019). Dark patterns at scale: Findings from a crawl of 11,000 shopping websites. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW), 1-32. https://doi.org/10.1145/3359183
[23] . Nasr Esfahani, D., Soltanhoseini, M., Rahbari, S., & Shams, H. (2022). Presenting the model of the impact of brand mascot on brand awareness, brand recall, and intention to purchase among sporting goods consumers. Sport Management Journal, 14(1), 285-307.
[24] . Nguyen, N. P. P., Bui, T. T., & Ha, A. Q. (2024). The role of brand anthropomorphism in building brand attachment: The experiment research on beverage brands. Ho Chi Minh City Open University Journal of Science - Economics and Business Administration, 14(4), 20-40. https://doi.org/10.46223/HCMCOUJS.econ.en.14.4.3406.2024
[25] . Obermiller, C., & Spangenberg, E. R. (1998). Development of a scale to measure consumer skepticism toward advertising. Journal of Consumer Psychology, 7(2), 159-186.
[26] . Press Information Bureau. (2025a). 26 leading e-commerce platforms declare compliance with self-audit to eliminate dark patterns. Ministry of Consumer Affairs, Food and Public Distribution, Government of India. https://www.pib.gov.in/PressReleasePage.aspx?PRID=2191948
[27] . Press Information Bureau. (2025b). Central Consumer Protection Authority issues advisory to e-commerce platforms for self-audit within 3 months to detect dark patterns and ensure its resolution. Government of India. https://www.pib.gov.in/PressReleasePage.aspx?PRID=2134765
[28] . Raj, P., Nanda, S. S., & Noorani, M. S. (2025). Safeguarding the digital consumer: A comparative legal and psychological analysis of dark patterns in e-commerce. Advances in Consumer Research.
[29] . Reddy, B. V. V., & Sathish, A. S. (2024). Creating connections through characters: A study of brand mascots and their influence on consumer purchase intentions. Advances in Decision Sciences, 27(4), 72-89.
[30] . Roffarello, A. M., Lukoff, K., & De Russis, L. (2023). Defining and identifying attention capture deceptive designs in digital interfaces. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 1-19. https://doi.org/10.1145/3544548.3580729
[31] . Singh, R. (2024). The impact of quick commerce on consumer behavior and economic trends in India: A systematic review. International Journal of Social Science and Economic Research, 9(8), 2859-2874. https://doi.org/10.46609/IJSSER.2024.v09i08.020
[32] . Susipta, A. (2024). Dark patterns in digital marketing and their impact on consumer loyalty. International Journal of Engineering and Management Research, 14(2).
[33] . The Logical Indian. (2026, June). How dark patterns are quietly costing Indian online buyers ?28,000 crore annually. https://thelogicalindian.com/how-dark-patterns-are-quietly-costing-indian-online-buyers-%e2%82%b928000-crore-annually/
[34] . Wang, Y., Sauka, K., & Situmeang, F. B. I. (2025). Anthropomorphism and transparency interplay on consumer behaviour in generative AI-driven marketing communication. Journal of Consumer Marketing, 42(4), 512-536.
[35] . Xu, Y., Dai, H., & Yan, W. (2024). Identity disclosure and anthropomorphism in voice chatbot design: A field experiment. Management Science. Advance online publication.
[36] . Zac, A., Huang, Y.-C., von Moltke, A., Decker, C., & Ezrachi, A. (2025). Dark patterns and consumer vulnerability. Behavioural Public Policy. https://doi.org/10.1017/bpp.2024.49ences