THE DARK SIDE OF PERSONALIZATION: WHEN DATA-DRIVEN CUSTOMIZATION ERODES PERCEIVED AUTONOMY AND TRIGGERS REACTANCE
Main Article Content
Neni Asmayati
Lukmanul Hakim
Dahrul Aman Harahap
This article examines the dark side of data-driven personalization, focusing on how customization practices can erode perceived autonomy and trigger psychological reactance among consumers. While personalization enhances relevance, convenience, and engagement, it also raises concerns related to privacy, control, and perceived manipulation. Drawing on a narrative literature review, this study synthesizes insights from marketing and consumer psychology to explore the tension between personalization benefits and consumer discomfort. The findings highlight key themes, including the personalization–privacy paradox, perceived loss of control, and the role of trust and transparency. The study further explains the mechanism of reactance, where perceptions of manipulation lead to threats to freedom of choice, resulting in resistance, avoidance, and negative behavioral outcomes. In addition, several moderating factors are identified, such as the level of personalization, consumer data literacy, trust in brands, and cultural differences. A conceptual framework is proposed, linking personalization practices to perceived autonomy and privacy concerns, which in turn influence consumer responses. The article contributes by integrating psychological theory with marketing practice and offers managerial implications for designing ethical and user-centered personalization strategies. Future research should empirically validate the framework across contexts.
Adeleye, R. A., Awonuga, K. F., Asuzu, O. F., Ndubuisi, N. L., & Tubokirifuruar, T. S. (2024). Digital marketing analytics: A review of strategies in the age of big data and AI. World Journal of Advanced Research and Reviews, 21(2), 073–084. https://doi.org/10.30574/wjarr.2024.21.2.0395
Adeniran, I. A., Efunniyi, C. P., Osundare, O. S., & Abhulimen, A. O. (2024). Transforming marketing strategies with data analytics: A study on customer behavior and personalization. International Journal of Scholarly Research in Engineering And. https://doi.org/10.56781/ijsret.2024.4.1.0022
Ali, M. M. W., & Ortega-Gutiérrez, J. (2025). Digital Marketing: Strategies, Challenges, and Opportunities in the Digital Technology. Global Journal of Economic and Business. https://doi.org/10.31559/gjeb2025.15.1.3
Bleier, A., Goldfarb, A., & Tucker, C. (2020). Consumer privacy and the future of data-based innovation and marketing. International Journal of Research in Marketing. https://doi.org/10.1016/j.ijresmar.2020.03.006
Boerman, S. C., & Smit, E. (2022). Advertising and privacy: an overview of past research and a research agenda. International Journal of Advertising. https://doi.org/10.1080/02650487.2022.2122251
Bonvino, C., & Giorgino, M. (2024). A valorization framework to strategically manage data for creating competitive value. International Journal of Production Economics, 269, 109152. https://doi.org/10.1016/j.ijpe.2024.109152
Brewis, C., Dibb, S., & Meadows, M. (2023). Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms. Technological Forecasting & Social Change. https://doi.org/10.1016/j.techfore.2023.122402
Burr, C., Taddeo, M., & Floridi, L. (2020). The Ethics of Digital Well-Being: A Thematic Review. Science and Engineering Ethics. https://doi.org/10.1007/s11948-020-00175-8
Cao, G., Tian, N., & Blankson, C. (2021). Big Data, Marketing Analytics, and Firm Marketing Capabilities. Journal of Computational Information Systems. https://doi.org/10.1080/08874417.2020.1842270
Cioppi, M., Curina, I., Francioni, B., & Savelli, E. (2023). Digital transformation and marketing: a systematic and thematic literature review. Italian Journal of Marketing. https://doi.org/10.1007/s43039-023-00067-2
Cloarec, J. (2020). The personalization–privacy paradox in the attention economy. Technological Forecasting and Social Change, 161, 120299. https://doi.org/10.1016/j.techfore.2020.120299
Duralia, O., Ogrean, C., Țichindelean, M., & Țichindelean, M. (2025). Decoding the Personalization-Privacy Paradox: From Thematic Scholarly Clusters to Practical Insights. Studies in Business and Economics. https://doi.org/10.2478/sbe-2025-0025
Hayes, J. L., Brinson, N. H., Bott, G. J., & Moeller, C. M. (2021). The Influence of Consumer–Brand Relationship on the Personalized Advertising Privacy Calculus in Social Media. Journal of Interactive Marketing. https://doi.org/10.1016/j.intmar.2021.01.001
Hemker, S., Herrando, C., & Constantinides, E. (2021). The Transformation of Data Marketing: How an Ethical Lens on Consumer Data Collection Shapes the Future of Marketing. Sustainability, 13(20), 11208. https://doi.org/10.3390/su132011208
Klee, S., Janson, A., & Leimeister, J. (2021). How Data Analytics Competencies Can Foster Business Value– A Systematic Review and Way Forward. Information Systems Management. https://doi.org/10.1080/10580530.2021.1894515
Kumari, S., Kumar, P., & Kumari, P. (2025). Decoding the Digital Pulse: Big Data as the Secret Weapon for Marketing Master. International Journal of Multidisciplinary Research and Analysis. https://doi.org/10.47191/ijmra/v8-i12-28
Mayndarto, E. C. (2025). Big Data Analytics Capabilities and Firm Competitiveness in The Digital Age: A Socio-Economic Perspective from Emerging Markets. Baileo: Jurnal Sosial Humaniora, 2(3), 382–399. https://doi.org/10.30598/baileofisipvol2iss3pp382-399
McKee, K. M., Dahl, A. J., & Peltier, J. (2023). Gen Z’s personalization paradoxes: A privacy calculus examination of digital personalization and brand behaviors. Journal of Consumer Behaviour. https://doi.org/10.1002/cb.2199
Motwani, J., & Katatria, A. (2024). Organization agility: a literature review and research agenda. International Journal of Productivity and Performance Management. https://doi.org/10.1108/ijppm-07-2023-0383
Nnaji, U. O., Benjamin, L. B., Louis, N., & Etukudoh, E. A. (2024). A review of strategic decision-making in marketing through big data and analytics. Magna Scientia Advanced Research and Reviews. https://doi.org/10.30574/msarr.2024.11.1.0077
Quach, S., Thaichon, P., Martin, K. D., Weaven, S., & Palmatier, R. W. (2022). Digital technologies: tensions in privacy and data. Journal of the Academy of Marketing Science, 50(6), 1299–1323. https://doi.org/10.1007/s11747-022-00845-y
Shah, D., & Murthi, B. P. S. (2021). Marketing in a data-driven digital world: Implications for the role and scope of marketing. Journal of Business Research, 125, 772–779. https://doi.org/10.1016/j.jbusres.2020.06.062
Shiddiqi, P., Fatimah, F., Eka, S., Wisudawati, K., Putri, E. W., & Sugiarto, A. (2026). Peran Strategis Marketing sebagai Penggerak Rantai Nilai dalam Meningkatkan Keunggulan Kompetitif Organisasi. OPTIMAL Jurnal Ekonomi Dan Manajemen. https://doi.org/10.55606/optimal.v6i1.8829
Stella, U., Nwabekee, Nwabekee, U. S., Yetunde, O., Abdul-Azeez, Agu, E. E., & Ijomah, T. (2024). Digital transformation in marketing strategies: The role of data analytics and CRM tools. International Journal of Frontline Research in Science and Technology. https://doi.org/10.56355/ijfrst.2024.3.2.0047
Suhairi, S., Nurhazizah, N., Syanda, S., & Nasution, R. A. (2024). Transformasi Digital Riset Pemasaran Global dengan Integrasi Teknologi Terkini untuk Menyusun Strategi Responsif terhadap Perubahan Pasar Global. As-Syirkah: Islamic Economic & Financial Journal, 3(2). https://doi.org/10.56672/syirkah.v3i2.175
Sun, C. (2024). Data Analysis of Customer Segmentation and Personalized Strategy in the Era of Big Data. Advances in Economics, Management and Political Sciences. https://doi.org/10.54254/2754-1169/92/20231411
Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2025). Impact of graduate-level business analytics education on strategic marketing capability, thought leadership, and organizational transformation. Gulf Journal of Advance Business Research, 3(8), 1163–1185. https://doi.org/10.51594/gjabr.v3i8.154
