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Factors impeding buy now, pay later (BNPL) adoption in India: A mixed-method approach

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  • Mukherjee, Shreya

Abstract

Buy Now, Pay Later (BNPL) services are reshaping digital credit access in India, yet their adoption remains limited due to complex and interrelated consumer barriers. While previous research has explored general fintech or digital payment adoption, there is a significant gap in understanding BNPL-specific barriers, particularly how these barriers influence one another within India’s distinct socio-economic and regulatory landscape. India’s rapid fintech growth, large unbanked population, evolving regulatory environment, and uneven levels of digital and financial literacy make it a unique and urgent case for such inquiry. Thus, this study aims to identify and rank the key barriers to BNPL adoption in the Indian context and analyze their causal interrelationships, and adopts a sequential mixed-methods design for the same. In the qualitative phase, a netnographic analysis of BNPL app reviews—supported by existing literature (specifically Innovation Resistance Theory) and expert insights—was used to identify barriers. In the quantitative phase, the ‘Decision-Making Trial and Evaluation Laboratory’ (DEMATEL) method was employed to analyze seven identified barriers, categorize them into causal and effect groups, and assess their interdependencies. The findings reveal digital illiteracy as the most influential causal barrier, affecting others such as inertia, privacy concerns, hidden fees and high penalty fees, and negative credit profiles. Impulse buying and regulatory concerns also emerged as key causal factors. The study offers practical recommendations, such as financial education, responsible lending, and regulatory reform, and contributes to BNPL literature by applying a novel methodological lens to an underexplored market. These insights can guide stakeholders seeking to responsibly scale BNPL adoption in India.

Suggested Citation

  • Mukherjee, Shreya, 2025. "Factors impeding buy now, pay later (BNPL) adoption in India: A mixed-method approach," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    • Handle: RePEc:eee:joreco:v:87:y:2025:i:c:s096969892500181x
    DOI: 10.1016/j.jretconser.2025.104402
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    1. Guttman-Kenney, Benedict & Firth, Chris & Gathergood, John, 2023. "Buy now, pay later (BNPL) ...on your credit card," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    2. Tsai, Pei-Hsuan & Tang, Jia-Wei & Ou, Mei-Ling, 2024. "Applying the extended UTAUT-2 to assess the factors contributing to consumers’ usage intention towards over-the-top video streaming platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    3. Filotto, Umberto & Salerno, Dario & Sampagnaro, Gabriele & Stella, Gian Paolo, 2024. "Riding the wave of change: Buy now, pay later as a disruptive threat to payment cards in the global market," Research in International Business and Finance, Elsevier, vol. 72(PA).
    4. Chen, Chia-Chen & Chang, Chin-Hsuan & Hsiao, Kuo-Lun, 2022. "Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    5. Coelho, Filipe & Aniceto, Inês & Bairrada, Cristela Maia & Silva, Pedro, 2023. "Personal values and impulse buying: The mediating role of hedonic shopping motivations," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    6. Janarthanan Balakrishnan & Yogesh K. Dwivedi & Laurie Hughes & Frederic Boy, 2024. "Enablers and Inhibitors of AI-Powered Voice Assistants: A Dual-Factor Approach by Integrating the Status Quo Bias and Technology Acceptance Model," Information Systems Frontiers, Springer, vol. 26(3), pages 921-942, June.
    7. Yousaf, Anish & Mishra, Abhishek & Gupta, Anil, 2021. "‘From technology adoption to consumption’: Effect of pre-adoption expectations from fitness applications on usage satisfaction, continual usage, and health satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    8. Prakash, Ashish Viswanath & Das, Saini, 2022. "Explaining citizens’ resistance to use digital contact tracing apps: A mixed-methods study," International Journal of Information Management, Elsevier, vol. 63(C).
    9. Rodríguez-Priego, Nuria & Porcu, Lucia & Prados Peña, María Belén & Crespo Almendros, Esmeralda, 2023. "Perceived customer care and privacy protection behavior: The mediating role of trust in self-disclosure," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    10. Simarpreet Kaur & Sangeeta Arora, 2023. "Understanding customers’ usage behavior towards online banking services: an integrated risk–benefit framework," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(1), pages 74-98, March.
    11. Shahzad, Muhammad Farrukh & Xu, Shuo & An, Xin & Javed, Iqra, 2024. "Assessing the impact of AI-chatbot service quality on user e-brand loyalty through chatbot user trust, experience and electronic word of mouth," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    12. Jasneet Kaur & Ramneet Sidhu & Anjali Awasthi & Satyaveer Chauhan & Suresh Goyal, 2018. "A DEMATEL based approach for investigating barriers in green supply chain management in Canadian manufacturing firms," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 312-332, January.
    13. Mukherjee, Srabanti & Datta, Biplab, 2025. "Counterfeit conundrum: Insights into bottom of the pyramid consumer behavior in India," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    14. Giulio Cornelli & Leonardo Gambacorta & Livia Pancotto, 2023. "Buy now, pay later: a cross-country analysis," BIS Quarterly Review, Bank for International Settlements, December.
    15. John Mingers, 2001. "Combining IS Research Methods: Towards a Pluralist Methodology," Information Systems Research, INFORMS, vol. 12(3), pages 240-259, September.
    16. Ed deHaan & Jungbae Kim & Ben Lourie & Chenqi Zhu, 2024. "Buy Now Pay (Pain?) Later," Management Science, INFORMS, vol. 70(8), pages 5586-5598, August.
    17. Kumar, Ashish & Salo, Jari & Bezawada, Ram, 2024. "The effects of buy now, pay later (BNPL) on customers’ online purchase behavior," Journal of Retailing, Elsevier, vol. 100(4), pages 602-617.
    18. Nitin S. Wani, 2022. "Factors Influencing Price Perception for Fashion: Study of Millennials in India," Vision, , vol. 26(3), pages 300-313, September.
    19. Paul Gerrans & Dirk G Baur & Shane Lavagna-Slater, 2022. "Fintech and responsibility: Buy-now-pay-later arrangements," Australian Journal of Management, Australian School of Business, vol. 47(3), pages 474-502, August.
    20. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    21. Chakraborty, Debarun & Singu, Hari Babu & Patre, Smruti, 2022. "Fitness Apps's purchase behaviour: Amalgamation of Stimulus-Organism-Behaviour-Consequence framework (S–O–B–C) and the innovation resistance theory (IRT)," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    22. Goel, Pooja & Parayitam, Satyanarayana & Sharma, Anuj & Rana, Nripendra P. & Dwivedi, Yogesh K, 2022. "A moderated mediation model for e-impulse buying tendency, customer satisfaction and intention to continue e-shopping," Journal of Business Research, Elsevier, vol. 142(C), pages 1-16.
    23. Leite, Higor & Hodgkinson, Ian R. & Lachowski Volochtchuk, Ana Vitória & Cavalcante Nascimento, Thiago, 2024. "‘It's not the boogeyman’: How voice assistant technology is bridging the digital divide for older people," Technovation, Elsevier, vol. 136(C).
    24. Bai, Chunguang & Sarkis, Joseph, 2013. "A grey-based DEMATEL model for evaluating business process management critical success factors," International Journal of Production Economics, Elsevier, vol. 146(1), pages 281-292.
    25. Kuchler, Theresa & Pagel, Michaela, 2021. "Sticking to your plan: The role of present bias for credit card paydown," Journal of Financial Economics, Elsevier, vol. 139(2), pages 359-388.
    26. Juhi Raghuvanshi & Rajat Agrawal & P. K. Ghosh, 2017. "Analysis of Barriers to Women Entrepreneurship: The DEMATEL Approach," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 26(2), pages 220-238, September.
    27. Sadiq, Mohd & Adil, Mohd & Paul, Justin, 2021. "An innovation resistance theory perspective on purchase of eco-friendly cosmetics," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    28. Verma, Anuj & Chakraborty, Debarun & Verma, Meenakshi, 2023. "Barriers of food delivery applications: A perspective from innovation resistance theory using mixed method," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    29. Robert Powell & Anh Do & Denise Gengatharen & Jaime Yong & Rasiah Gengatharen, 2023. "The relationship between responsible financial behaviours and financial wellbeing: The case of buy‐now‐pay‐later," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4431-4451, December.
    30. Kaur, Puneet & Dhir, Amandeep & Singh, Naveen & Sahu, Ganesh & Almotairi, Mohammad, 2020. "An innovation resistance theory perspective on mobile payment solutions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    31. Saxena, Raman & Mokashi Punekar, Ravi, 2020. "Designing pro-poor mobile financial services: Learning from the financial diaries of urban poor in India," World Development Perspectives, Elsevier, vol. 20(C).
    32. Carla Campaña & Báltica Cabieses & Alexandra Obach & Francisca Vezzani, 2025. "Perceived barriers to reaching equity in effective access to diagnosis and treatment for women with breast cancer in Chile," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-10, December.
    33. Liao, Junfeng & Yang, Lin & Wang, Na, 2025. "Which direction will electronic word-of-mouth (eWOM) choose? Dance drama eWOM's spatiotemporal characteristics and influencing factors," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    34. Violet T. Ho & Soon Ang & Detmar Straub, 2003. "When Subordinates Become IT Contractors: Persistent Managerial Expectations in IT Outsourcing," Information Systems Research, INFORMS, vol. 14(1), pages 66-86, March.
    35. Leong, Lai-Ying & Hew, Teck-Soon & Ooi, Keng-Boon & Wei, June, 2020. "Predicting mobile wallet resistance: A two-staged structural equation modeling-artificial neural network approach," International Journal of Information Management, Elsevier, vol. 51(C).
    36. Mike Grimsley & Anthony Meehan, 2007. "e-Government information systems: Evaluation-led design for public value and client trust," European Journal of Information Systems, Taylor & Francis Journals, vol. 16(2), pages 134-148, April.
    37. Feng, Lin & Teng, Jinn-Tsair & Zhou, Fangting, 2023. "Pricing and lot-sizing decisions on buy-now-and-pay-later installments through a product life cycle," European Journal of Operational Research, Elsevier, vol. 306(2), pages 754-763.
    38. Wang, Kuan-Chung & Huang, Po-Sen & Wang, Yu-Lin & Hoe, Zheng-Yu & Noor, Afaq Ahmed & Chen, Peng-Ting, 2025. "Bridging the gap: Healthcare practitioners' insights on overcoming Telemedicine barriers and optimal strategies for implementation," Technology in Society, Elsevier, vol. 82(C).
    39. Koh, Le Yi & Yuen, Kum Fai, 2024. "The role of motivators, barriers, attractiveness, and positive emotions on consumers’ intention to adopt and resist self-driving delivery robots," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
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