IJFAM

Article Details

Vol. 8 No. 2 (2026): September

Drivers and Resistance Shaping Ethical Consumption among MSMEs in Green Technology Era

https://doi.org/10.35912/ijfam.v8.n2.p211-234.2026

Abstract

Purpose: This study examines the effects of digital marketing strategies–mobile marketing, gamification, customer reviews, and fintech–on ethical consumption, with particular emphasis on the mediating role of customer resistance.

Research Methodology: A mixed-methods approach combining quantitative and qualitative techniques was employed. The quantitative phase involved survey data collected from 200 consumers of MSME-based digital businesses, while the qualitative phase included 15 in-depth interviews with consumers and MSME practitioners. A mediation analysis was conducted to assess the indirect effects of digital marketing strategies on ethical consumption through customer resistance, and qualitative findings were used to support triangulation and strengthen the interpretation.

Results: The findings reveal that digital marketing strategies influence ethical consumption primarily through indirect mechanisms. Fintech does not exert a significant direct effect on ethical consumption; however, its impact becomes significant when it is mediated by customer resistance. These results indicate that ethical consumption is driven more by consumers’ cognitive and affective evaluations than by technological convenience alone

Conclusions: Drawing on the Stimulus–organism–response (S-O-R) theory, this study concludes that customer resistance serves as a constructive psychological mechanism that transforms digital marketing stimuli into ethical consumption behavior within MSME digital ecosystems.

Limitations: This study is limited by its cross-sectional design, focus on Indonesian digitally oriented MSMEs, and a sample that may not fully represent consumer diversity across regions and sectors.

Contributions: This study reconceptualizes customer resistance as a key mediating mechanism in ethical consumption and clarifies the indirect role of fintech in consumers’ psychological evaluation processes.

Keywords

Customer Reviews Customer Resistance Digital Sustainability Ethical Consumption Fintech

How to Cite

Ismaliyanto, J. ., Sudjaniah, D. ., Jailani , J. ., Arita, M. ., & Yulistiyaningsih, A. . (2026). Drivers and Resistance Shaping Ethical Consumption among MSMEs in Green Technology Era. International Journal of Financial, Accounting, and Management, 8(2), 211–234. https://doi.org/10.35912/ijfam.v8.n2.p211-234.2026

References

  1. Abraham Anugrah S. (2023). Bangun Loyalitas Pelanggan Lewat Games? Mengenal Gamification Marketing, Trik Marketing Jitu Untuk Menarik Pelanggan. UKMI Indonesia.
  2. Ahmad, F., Kirmani, M. D., & Haque, A. (2024). Gamification Strategies for Enhancing Sustainability Marketing: Engaging Consumers in Eco-Friendly Behaviors. In Marketing and Gamification: Applications, Challenges, and Ethics (pp. 192–221). Taylor and Francis. https://doi.org/10.4324/9781032694238-15
  3. Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/https://doi.org/10.1016/0749-5978(91)90020-T
  4. Almeida, C., Kalinowski, M., Uchôa, A., & Feijó, B. (2023). Negative effects of gamification in education software: Systematic mapping and practitioner perceptions. Information and Software Technology, 156. https://doi.org/10.1016/j.infsof.2022.107142
  5. Alwonais, K. A., & Al Mubarak, M. (2025). Ethical Consequences of Technology on Sustainability. In Studies in Systems, Decision and Control (Vol. 236, pp. 3–26). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-86712-5_1
  6. Arridho, A., Sinaga, B. O., Hartono, H., & Syahchari, D. H. (2025). Digital Technology Adoption and Business Growth in Indonesian MSMEs Using PLS-SEM. 2025 4th International Conference on Creative Communication and Innovative Technology (ICCIT), 1–6. https://doi.org/10.1109/ICCIT65724.2025.11167198
  7. Bangun, C. S., Suhara, T., & Husin, H. (2023). the Application of Theory of Planned Behavior and Perceived Value on Online Purchase Behavior. Technomedia Journal, 8(1SP), 123–134. https://doi.org/10.33050/tmj.v8i1sp.2074
  8. Bauer, H. H., Barnes, S. J., Reichardt, T., & Neumann, M. (2005). Driving consumer acceptance of mobile marketing: a theoretical framework and empirical study. Journal of Electronic Commerce Research, 6, 181–192. https://api.semanticscholar.org/CorpusID:10760166
  9. Dash, G., Sharma, C., & Sharma, S. (2023). Sustainable Marketing and the Role of Social Media: An Experimental Study Using Natural Language Processing (NLP). Sustainability (Switzerland), 15(6). https://doi.org/10.3390/su15065443
  10. Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. Management Information Systems Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
  11. Deloitte. (2023). Deloitte’s 2023 Gen Z and Millennial Survey reveals workplace progress despite new setbacks. Deloitte.
  12. Elmira. (2022). Exploring ethical consumption of generation Z: theory of planned behaviour. Emerald.
  13. Eton, M., Mwosi, F., & Ogwel, B. P. (2022). Are internal controls important in financial accountability?? ( Evidence from Lira District Local Government , Uganda ). International Journal of Financial, Accounting, and Management, 3(4), 359–372.
  14. Gao, F. (2024). Advancing Gamification Research and Practice with Three Underexplored Ideas in Self-Determination Theory. TechTrends, 68(4), 661–671. https://doi.org/10.1007/s11528-024-00968-9
  15. Handayati, R., Rozaq, A. S., Nur, F., Dwi, M. Z., & Ubaidillah, M. M. (2024). Challenges and Solutions in the Implementation of Digital Tech- nology in MSMEs?: Perspectives from Entrepreneurs and Consum- ers. Technology and Society Perspectives (TACIT), 2(2), 244–251. https://doi.org/10.61100/tacit.v2i2.211
  16. Hawkins, R., & Horst, N. (2020). Ethical consumption? There’s an app for that. Digital technologies and everyday consumption practices. Canadian Geographer, 64(4), 590–601. https://doi.org/10.1111/cag.12616
  17. Hidayat, A. R., Alifah, N., Astuti, A. W., Cahya, M. N., & Lutfia, L. (2025). Utilization of innovation in digital marketing: Qualitative study of SMEs in Indonesia. Multidisciplinary Science Journal, 7(10). https://doi.org/10.31893/multiscience.2025489
  18. Hutomo, F. W. (2023). Technology Acceptance Model (TAM) methodology system analysis on mobile banking users. Journal Of Earth Kingdom, 1(1), 26–37.
  19. Ismaliyanto, J., Tilam Sari, T., Deci Rahakbauw, O., Wisnu Andoyo, S., Andriani, D., Management, E., & Tinggi Ilmu Ekonomi Bhakti Pembangunan, S. (2025). OPTIMIZING SOCIAL MEDIA-DRIVEN SUSTAINABLE MOBILE MARKETING TO BOOST SME RESILIENCE AND GROWTH (Vol. 01, Issue 01).
  20. Jahangir, W. (2023). Integrating Technology Acceptance Model , Theory of Diffusion of Innovations and Theory of Planned Behaviour to Study the Adoption of Facebook Marketplace. Sage Journal. https://doi.org/10.1177/09711023231205500
  21. Kuncara, W. A. (2022). The influence of Whistleblowing System and internal control on fraud prevention at PT Pos Indonesia ( Persero ) Bandung City. International Journal of Financial, Accounting, and Management, 4(2), 101–113.
  22. Kusawat, P., & Teerakapibal, S. (2024). Cross-cultural electronic word-of-mouth: a systematic literature review. Spanish Journal of Marketing - ESIC, 28(2), 126–143. https://doi.org/10.1108/SJME-06-2021-0116
  23. Laksmana, A. G., & Hendriana, E. (2023). an Extended Value-Belief-Norm Theory To Predict Green Purchase Intention. International Journal of Management (IJM), 14(4), 14–18.
  24. Le, H., Nguyen, T., Thi, T., & Tang, C. (2025). The impact of online review on fresh food purchase intention via mobile applications?: An approach of Elaboration Likelihood Model ( ELM ) theory. Ho Chi Minh City Open University Journal Of Sciens, 15(2), 128–151. https://doi.org/10.46223/HCMCOUJS.econ.en.15.2.3090.2025
  25. Mart, R., Ochoa-brust, A., Rivera, S., Vanessa, G. F., Ostos, R., Brito, H., F, A., & Mena, L. J. (2023). Role of Digital Transformation for Achieving Sustainability?: Mediated Role of Stakeholders , Key Capabilities , and Technology.
  26. Mendrofa, K. J. (2024). The Effect of Green Marketing , Sustainable Market Research , and Consumer Engagement on Brand Loyalty and Consumer Legitimacy in MSMEs in Indonesia. International Journal of Business, Law and Educations, 5(1), 824–836.
  27. Mufida Sekardhani. (2024). Konsumsi Etis dan Peran Gender: Studi Komparatif di Berbagai Negara. Binus University.
  28. Muhammad Wahyu Pratama, Brandon Steve Anderson Theios, Jason Wijaya, Joy Maureen Engkol, Veron Wangary, Wendy Wijaya, & Carolina Novi Mustikarini. (2024). Strategi Pemasaran Digital untuk Meningkatkan Penjualan UMKM Sambel Moji. Jurnal Leverage, Engagement, Empowerment of Community (LeECOM), 6(1), 45–59. https://doi.org/10.37715/leecom.v6i1.4532
  29. Muin, A. N., Abidin, Z., Idris, M., & Ekonomi, P. (2025). FINANCIAL ( FINTECH ) TERHADAP. Universitas Brawijaya, 8, 1239–1243.
  30. Musyaffi, A. M., Gurendrawati, E., Afriadi, B., Oli, M. C., Widawati, Y., & Oktavia, R. (2022). Resistance of Traditional SMEs in Using Digital Payments?: Development of Innovation Resistance Theory. Wiley, 2022. https://doi.org/10.1155/2022/7538042
  31. Nurzaman, M. S., & Herdiani, E. (2023). Intentions to Consume Sustainable Fashion Products in Indonesia: Does Religiosity Affect?? Etikonomi, 22(2), 277–292. https://doi.org/10.15408/etk.v22i2.34281
  32. Ochs, A., & Schmitt, J. (2021). Mobile Apps and Environmentally Friendly Consumption: Typology, Mechanisms and Limitations. In Marketing for Sustainable Development: Rethinking Consumption Models (pp. 217–237). wiley. https://doi.org/10.1002/9781119882176.ch12
  33. Peter Gratton. (2024). The Future of Fintech Fintech Used To Be a Back-Office Support Function, Now It’s Defining an Industry. Investopedia.
  34. Pranoto, A. J., & Hwihanus, H. (2023). Penggunaan Teknologi Finansial Dalam Meningkatkan Akses Keuangan Bagi Umkm Oleh Bank Perkreditan Rakyat. JPEKBM (Jurnal Pendidikan Ekonomi, Kewirausahaan, Bisnis Dan Manajemen), 7(2), 11–19.
  35. Probohudono, A. N., Suhardjanto, D., Aligarh, F., Chayati, N., & Putra, A. A. (2025). Navigating MSMEs’ performance through innovation and digital IT capabilities in business strategy. Social Sciences & Humanities Open, 12, 101810. https://doi.org/https://doi.org/10.1016/j.ssaho.2025.101810
  36. PwC. (2023). PwC’s 2023 Consumer Insights Survey and Strategies to Deal with Continued Disruptions. PWC, 52–53.
  37. Queiroz, G. A., Nocera, P., & Junior, A. (2022). Digitalization as an Enabler to SMEs Implementing Lean-Green?? A Systematic Review through the Topic Modelling Approach. Universidade Do Estado de Minas Gerais, 1–21.
  38. Rojas, M. O., Chiluiza, K., Valcke, M., & Mendoza, C. B. (2025). How gamification boosts learning in STEM higher education?: a mixed methods study. International Journal of STEM Education, 1–14. https://doi.org/10.1186/s40594-024-00521-3
  39. Salma. (2023). Snowball Sampling: Jenis, Contoh, Ciri, Langkah. Penerbitdeepublish.
  40. Saputra, A. D., & Rahmatia, A. (2021). Gamification Model as a Business Strategy for MSMEs in Indonesia. Journal of Accounting and Strategic Finance, 4(1), 91–107. https://doi.org/10.33005/jasf.v4i1.162
  41. Setiawan, B., Triana, D., Salma, U., Azizah, A., Wahyuni, A. S., Victor, V., Nathan, R. J., & Farkas, M. F. (2025). Financial technology ( Fintech ) innovation and financial inclusion?: comparative study of urban and rural consumers post Covid 19 pandemic.
  42. Setiawan, R., Prasetyo, P. T., Yuniawan, A., & Diponegoro, U. (2025). Digital Marketing Strategy for Sustainable Performance of MSMEs: Literature Review. Research Horison, 0696.
  43. Sharma, B. K., Mishra, S., & Nandre, V. (2022). Theory of planned behaviour extension in adoption of social media for online shopping in India. International Journal of Business Innovation and Research, 27(3), 330–351. https://doi.org/10.1504/IJBIR.2022.121692
  44. Sihura, H. K., Raya, U. N., Artikel, I., Sosial, M., Pemasaran, S., & Education, J. (2025). PERAN MEDIA SOSIAL DALAM STRATEGI PEMASARAN UMKM DI. Universitas Nias Raya, 13(1), 703–706.
  45. Subham Gupta. (2023). What Is Social Proof? How to Harness Its Power for Marketing Success. Gartner.
  46. Sudiantini, D., Sefita, A., Maharani, P. A., Maharani, S., & Febianti, V. (2024). Implementation of Digital Marketing Strategy To Increase Competitiveness Among Msmes. SENTRI: Jurnal Riset Ilmiah, 3(6), 3021–3027. https://doi.org/10.55681/sentri.v3i6.3002
  47. Surjadi, M., Hakki, T. W., & Zulkifli, N. F. (2024). Factors Influencing the Sustainability of MSME Businesses with Digital Literacy as Moderation Towards a Green Indonesia. Dinasty International Journal OF Management Sciens, 6(1), 79–88.
  48. Suttharattanagul, S. L., Santipiriyapon, S., & Daengrasmisopon, T. (2025). Mindful Consumption and Sustainability Values: Shaping Purchase Intentions and Well-Being Among Generation Z. Sustainability (Switzerland), 17(21). https://doi.org/10.3390/su17219725
  49. Theodorou, A., Hatzithomas, L., Fotiadis, T., Diamantidis, A., & Gasteratos, A. (2023). The Impact of the COVID-19 Pandemic on Online Consumer Behavior: Applying the Theory of Planned Behavior. Sustainability (Switzerland), 15(3). https://doi.org/10.3390/su15032545
  50. Tran, T. H. H., & Vu, T. D. (2025). Enhancing Renewable Energy Product Consumption of Young Customers Through Sustainable Development Goals Knowledge: An Application of the Theory of Planned Behavior. Sustainability (Switzerland), 17(9). https://doi.org/10.3390/su17093784
  51. Vardari, L. (2025). Perceived benefits , trust and social influence in FinTech?: pathways to adoption and satisfaction in a. September. https://doi.org/10.1108/GKMC-02-2025-0137
  52. Varma, A. (2019). Fintech Adoption Choices of Small Businesses?: A Technology Organization Environment ( TOE ) Framework Study. Accounting and Finance Reserch, 8(2). https://doi.org/10.5430/afr.v8n2p86
  53. Vida. (2024). Transformasi Digital untuk Bisnis: Manfaat dan Tantangannya. VIDA.
  54. White, K., Cakanlar, A., Sethi, S., & Trudel, R. (2025). The past, present, and future of sustainability marketing: How did we get here and where might we go? Journal of Business Research, 187(October 2024). https://doi.org/10.1016/j.jbusres.2024.115056
  55. Wikipedia. (2025a). Octalysis. Wikipedia.
  56. Wikipedia. (2025b). Technology readiness. Wikipedia.
  57. Wismantoro, Y., Westri, M. G., & Susilowati, K. (2021). Jurnal Penelitian Ekonomi dan Bisnis How does Unified Theory of Acceptance and Use of Technology ( UTAUT ) Work on Adopting Financial Technology ( FinTech ) by MSMEs?? Jurnal Penelitian Ekonomi Dan Bisnis, 6(2), 90–99. https://doi.org/10.33633/jpeb.v6i2.4826
  58. Wood, N. J. (2023). Ethical Considerations of AR Applications in Smartphones?; A Systematic Literature Review of Consumer Perspectives. Curtin University, 1–46.
  59. Yelfiarita, Y., Darwanto, D. H., Waluyati, L. R., & Masyhuri, M. (2025). MSME development through a digitalize ecosystem: Challenges and opportunities. AIP Conference Proceedings, 3277(1). https://doi.org/10.1063/5.0269294
  60. Zaniarti, S., Margaretha, M., & Subagja, A. D. (2025). Influence of allowance , lifestyle , and financial inclusion on financial management practice among Indonesia college students. International Journal of Financial, Accounting, and Management, 7(1), 1–13.
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