The Moderating Role if Islamic Marketing Mix (7ps) in Cashless Payment Adoption for Sustainable Digital Growth

E-wallets, QR payments, and online banking, among other cashless payment technologies, are transforming the financial sector, which is in line with the Sustainable Development Goals (SDG). However, there is low penetration of cashless payment adoption among Malaysians compared to other nations. The cashless system has more benefits, but not all customers or businesses want to use it, and some may find it hard to stop using cash. Thus, the objective of this concept is to propose a conceptual model that includes the elements that led Malaysians to embrace a cashless payment system. The Theory of Acceptance and Use of Technology 2 (UTAUT2) and the 7Ps of the Islamic Marketing Mix have been applied in this study. The proposed conceptual model in this study could play a fundamental role in enhancing economic development in Malaysia, particularly regarding cashless payment systems, and therefore provides opportunities for further empirical research.

Adoption, Cashless Payment, Islamic Marketing Mix

1. Abbad, M. M. (2021). Using the UTAUT model to understand students’ usage of e-learning systems in developing countries. Education and information technologies, 26(6), 7205-7224. [Google Scholar] [Crossref]

2. Abnur, A., & Wibowo, A. E. (2023). Moderasi potongan harga pada produk dan kualitas layanan terhadap niat beli pelanggan. Jurnal Manner, 2(1), 38-53. [Google Scholar] [Crossref]

3. Abu Daabes, A. (2018). Islamic marketing paradoxes: A way to understand it again…. Journal of Islamic Marketing, 9(2), 329-337. [Google Scholar] [Crossref]

4. Abuznaid, S. A. (2020). Islamic marketing and Muslim consumers’ behavior. Asian Journal of Social Science Studies, 5(1), 10. [Google Scholar] [Crossref]

5. Al-Bakri, Z. B. M. (2018). Hukum penggunaan mata wang Bitcoin [The Islamic ruling of using Bitcoin]. Retrieved April 1, 2020, from https:// muftiwp.gov.my/artikel/bayan-linnas/2773- bayan-linnas-153-hukum-penggunaan-matawang-bitcoin [Google Scholar] [Crossref]

6. Albastaki, T., Hamdan, A., Albastaki, Y., & Bakir, A. (2024). Factors affecting e-payment acceptance by customers: an empirical study in the Kingdom of Bahrain. Competitiveness Review: An International Business Journal, 34(1), 107-124. [Google Scholar] [Crossref]

7. Al-Dmour, H., Al-Qawasmi, S., Al-Dmour, R., & Basheer Amin, E. (2022). The role of electronic word of mouth (eWOM) and the marketing mix on women’s purchasing intention of children's dietary supplements. International Journal of Pharmaceutical and Healthcare Marketing, 16(3), 376-391. [Google Scholar] [Crossref]

8. Aljaafreh, A. (2021). Why Students Use Social Networks for Education: Extension of Utaut2. Journal of Technology and Science Education, 11(1), 53-66. [Google Scholar] [Crossref]

9. Almaiah, M. A., Alamri, M. M., & Al-Rahmi, W. (2019). Applying the UTAUT model to explain the students’ acceptance of mobile learning system in higher education. Ieee Access, 7, 174673-174686. [Google Scholar] [Crossref]

10. Al-Okaily, M., Rahman, M. S. A., Ali, A., Abu-Shanab, E., & Masa'deh, R. E. (2023). An empirical investigation on acceptance of mobile payment system services in Jordan: extending UTAUT2 model with security and privacy. International Journal of Business Information Systems, 42(1), 123-152. [Google Scholar] [Crossref]

11. Al-Saedi, K., Al-Emran, M., Ramayah, T., & Abusham, E. (2020). Developing a general extended UTAUT model for M-payment adoption. Technology in society, 62, 101293. [Google Scholar] [Crossref]

12. 1Alshater, M. M., Hassan, M. K., Khan, A., & Saba, I. (2021). Influential and intellectual structure of Islamic finance: a bibliometric review. International Journal of Islamic and Middle Eastern Finance and Management, 14(2), 339-365. [Google Scholar] [Crossref]

13. Ananda, M. O., Annuar, S. N. S., Adam, A. A., & Sharkawi, S. (2023). The pivotal role of cashless system adoption among micro, small, and medium enterprises (MSMEs) in Malaysia: The challenges and opportunities. South East Asia Journal of Contemporary Business, Economics and Law, 28(3), 35-43. [Google Scholar] [Crossref]

14. 14 Balaji, S., Guleria, N., & Ramasubramanian, C. (2025). Moderating Role of Price on Perceived Value and Purchase Intentions in Personal Care Products. International Journal of Scientific Research in Science and Technology, 12(5), 141–147. https://doi.org/10.32628/ijsrst2513111 [Google Scholar] [Crossref]

15. Balakrishnan, V., & Shuib, N. L. M. (2021). Drivers and inhibitors for digital payment adoption using the Cashless Society Readiness-Adoption model in Malaysia. Technology in Society, 65, 101554. [Google Scholar] [Crossref]

16. Bank Negara Malaysia. (2022). Financial Sector Blueprint 2022-2026. Retrieved 28 August 2025 from https://www.bnm.gov.my/documents/20124/5915429/fsb3_en_book.pdf [Google Scholar] [Crossref]

17. Booms, B. H., & Bitner, M. J. (1982). Marketing services by managing the environment. Cornell Hotel and Restaurant Administration Quarterly, 23(1), 35-40. [Google Scholar] [Crossref]

18. 18 Buasin, K., Yamaoka, Y., & Oe, H. (2023). Coffee shops visiting during the pandemic: Moderating effects of process and physical evidence. Global Business and Economics Review, 28(1), 1. https://doi.org/10.1504/gber.2023.10046445 [Google Scholar] [Crossref]

19. Business Today. (2025). From Kampung to Global: Eight Years of PayNet Powering Malaysia’s Cashless Leap. Retrieved from https://www.businesstoday.com.my/2025/08/25/from-kampung-to-global-eight-years-of-paynet-powering-malaysias-cashless-leap/ [Google Scholar] [Crossref]

20. Cao, T. K., Dang, P. L., & Nguyen, H. A. (2016). Predicting consumer intention to use mobile payment services: Empirical evidence from Vietnam. International Journal of Marketing Studies, 8(1), 117-124. [Google Scholar] [Crossref]

21. Chana, P., Siripipatthanakul, S., Nurittamont, W., & Phayaphrom, B. (2021). Effect of the service marketing mix (7Ps) on patient satisfaction for clinic services in Thailand. International Journal of Business, Marketing and Communication, 1(2), 1-12. [Google Scholar] [Crossref]

22. Chang, Y. T., Chao, C. M., Yu, C. W., & Lin, F. C. (2021). Extending the Utility of UTAUT2 for Hospital Patients’ Adoption of Medical Apps: Moderating Effects of e‐Health Literacy. Mobile Information Systems, 2021(1), 8882317. [Google Scholar] [Crossref]

23. Chemmanur, T. J., Imerman, M. B., Rajaiya, H., & Yu, Q. (2020). Recent developments in the fintech industry. Journal of Financial Management, Markets and Institutions, 8(01), 2040002. [Google Scholar] [Crossref]

24. 24 Chowdhury, T., Naheed, S., & Idrish, S. (2023). Exploring Human-Centric Attributes of Smartphone Set and Their Influence on Brand Advocacy by the Customers: Testing the Moderating Role of Gender Identity. Journal of Global Marketing. https://doi.org/10.1080/08911762.2023.2253525 [Google Scholar] [Crossref]

25. Czinkota, M. R., Kotabe, M., Vrontis, D., & Shams, S. M. (2021). Marketing Management: Past, Present and Future (4th Ed.). Cham: Springer Nature Switzerland. [Google Scholar] [Crossref]

26. Diaz, M. C., & Loraas, T. (2010). Learning new uses of technology while on an audit engagement: Contextualizing general models to advance pragmatic understanding. International Journal of Accounting Information Systems, 11(1), 61-77. [Google Scholar] [Crossref]

27. Dini Haryati, S. E., & Ak, M. (2021). Fenomena cashless society pada generasi milenial dalam menghadapi Covid-19. transfer, 3(1). [Google Scholar] [Crossref]

28. Dirmawati, D., Sapitri, N. A., Soumena, F. Y., & Mustakim, D. (2023). The Influence of Islamic Branding and Brand Ambassadors on Purchase Intention at Tokopedia. International Journal of Engineering Business and Social Science, 1(04), 1269-1277. [Google Scholar] [Crossref]

29. Dodds, W. B., Monroe, K. B., & Grewal, D. (1991). Effects of price, brand, and store information on buyers’ product evaluations. Journal of marketing research, 28(3), 307-319. [Google Scholar] [Crossref]

30. Elgarhy, S. D., & Mohamed, L. M. (2023). The influences of services marketing mix (7ps) on loyalty, intentions, and profitability in the Egyptian travel agencies: The mediating role of customer satisfaction. Journal of Quality Assurance in Hospitality & Tourism, 24(6), 782-805. [Google Scholar] [Crossref]

31. Elgazouly, M. Y., AbdelAziz, G. S., & Abdelgawad, D. F. (2022). Toward a cashless economy: exploring drivers of mobile wallets adoption from consumers’ and service providers’ perspectives. The Academic Journal of Contemporary Commercial Research, 2(3), 75-98. [Google Scholar] [Crossref]

32. Fauzi, R. U. A., Saputra, A., & Ningrum, I. P. (2022). The effect of religiusity, profit and loss sharing, and promotion on consumer intention to financing in Islamic bank toward trust as an intervening variable. Jurnal Ilmiah Ekonomi Islam, 8(1), 274-287. [Google Scholar] [Crossref]

33. Fawa’id, M. W., Utama, Y. Y., Yuliani, Y., Saputri, N. E., & Aziza, W. N. (2023). Palm Payment System: Islamic Finance Perspective. Proceeding of International Conference on Islamic Economics, Islamic Banking, Zakah and Waqf, 1, 597–608. [Google Scholar] [Crossref]

34. Fennell, P. B., Niedrich, R. W., & Rice, D. H. (2025). The Dual Role of Price on Consumer Purchase Intentions: A Cost–Benefit Decomposition of Indirect Effects. Journal of Consumer Behaviour. https://doi.org/10.1002/cb.70038 [Google Scholar] [Crossref]

35. GC, S. B., Bhandari, P., Gurung, S. K., Srivastava, E., Ojha, D., & Dhungana, B. R. (2024). Examining the role of social influence, learning value and habit on students’ intention to use ChatGPT: the moderating effect of information accuracy in the UTAUT2 model. Cogent Education, 11(1), 2403287. [Google Scholar] [Crossref]

36. Gunasinghe, A., Hamid, J. A., Khatibi, A., & Azam, S. F. (2020). The adequacy of UTAUT-3 in interpreting academician’s adoption to e-Learning in higher education environments. Interactive Technology and Smart Education, 17(1), 86-106. [Google Scholar] [Crossref]

37. Hasyim, F. (2022). Modification of UTAUT2 in assessing the use of E-Money in Surakarta. Islamic Economics and Finance Journal, 1(2), 114-134. [Google Scholar] [Crossref]

38. 38 He, D., Yiwei, X., & Fan, M. (2024). Preceding Research on Cross-Border E-Commerce Purchase Decision-Making: The Moderating Role of Platform-Recommended Advertisement Characteristics. https://doi.org/10.2139/ssrn.4757859 [Google Scholar] [Crossref]

39. Hidayat, C. W. (2021). The influence of mix marketing on decisions for use of online transportation towards global competition. International Journal of Science, Technology & Management, 2(4), 1154-1163. [Google Scholar] [Crossref]

40. Ho, C. I., Liu, Y., & Chen, M. C. (2022). Factors influencing watching and purchase intentions on live streaming platforms: From a 7Ps marketing mix perspective. Information, 13(5), 239. [Google Scholar] [Crossref]

41. Hosseinikhah Choshaly, S., & Mirabolghasemi, M. (2022). The role of viral marketing strategies in predicting purchasing intention of eco-labelled products. Journal of Islamic Marketing, 13(5), 997-1015. [Google Scholar] [Crossref]

42. Hu, Z., Ding, S., Li, S., Chen, L., & Yang, S. (2019). Adoption intention of fintech services for bank users: An empirical examination with an extended technology acceptance model. Symmetry, 11(3), 340. [Google Scholar] [Crossref]

43. Izzat Najmi Abdullah. (2025). Please Malaysia, Stop the Overcorrection on Cashless Payments. Retrieved from https://fintechnews.my/48269/payments-remittance-malaysia/malaysia-is-turning-cashless-payments-into-an-overcorrection/ [Google Scholar] [Crossref]

44. Jiang, Y. (2020). A Cognitive Appraisal Process of Customer Delight: The Moderating Effect of Place Identity. Journal of Travel Research, 59(6), 1029–1043. https://doi.org/10.1177/0047287519872827 [Google Scholar] [Crossref]

45. Jingnan, J., Teo, P. C., Ho, T. C., & Hooi Ling, C. (2023). The behavioral intention of young Malaysians towards cashless society: Value-based adoption model. Cogent Business & Management, 10(2), 2244756. [Google Scholar] [Crossref]

46. Kameswaran, V., & Hulikal Muralidhar, S. (2019). Cash, digital payments and accessibility: A case study from metropolitan india. Proceedings of the ACM on human-computer interaction, 3(CSCW), 1-23. [Google Scholar] [Crossref]

47. Kassim, S., Ismail, S., Idris, N. H., Othman, M. Z., Mastor, S. H., & Shaharuddin, N. A. (2024). Cashless Payment among Rural Youth in Malaysia: Push Factors and Challenges. Information Management and Business Review, 16(4(S)I), 143–150. https://doi.org/10.22610/imbr.v16i4(s)i.4295 [Google Scholar] [Crossref]

48. Kementerian Kesihatan. (2021). Malaysia Digital Economy Blueprint. Retrieved 28 August from https://ekonomi.gov.my/sites/default/files/2021-03/Malaysia-Digital-Economy-Blueprint.pdf [Google Scholar] [Crossref]

49. Khayru, R. K., & Issalillah, F. (2021). Study on consumer behavior and purchase of herbal medicine based on the marketing mix. Journal of Marketing and Business Research (MARK), 1(1), 1-14. [Google Scholar] [Crossref]

50. Kim, Y.-J. (2022). The Influence of Mental Simulation Message on Product Evaluation: The Moderating Effect of Social Power. Journal of Korea Parliamentary Law Institute, 15(1), 27–35. https://doi.org/10.56352/smj.2022.15.1.02 [Google Scholar] [Crossref]

51. Kitirattarkarn, G. P., Araujo, T., & Neijens, P. (2019). Challenging Traditional Culture? How Personal and National Collectivism-Individualism Moderates the Effects of Content Characteristics and Social Relationships on Consumer Engagement with Brand-Related User-Generated Content. Journal of Advertising, 48(2), 197–214. https://doi.org/10.1080/00913367.2019.1590884 [Google Scholar] [Crossref]

52. Korkmaz, H., Fidanoglu, A., Ozcelik, S., & Okumus, A. (2022). User acceptance of autonomous public transport systems: Extended UTAUT2 model. Journal of Public Transportation, 24, 100013. [Google Scholar] [Crossref]

53. Kotler, P., & Keller, K. L. (2016). A Framework for Marketing Management (Sixth). Pearson. [Google Scholar] [Crossref]

54. Kikumori, M., Maruyama, Y., & Ishii, R. (2025). Influencers’ Follower Numbers, Consumers’ Cultural Value Orientation, and Purchase Intention: Evidence from Japan, the United Kingdom, and Singapore. Journal of International Consumer Marketing, 1–12. https://doi.org/10.1080/08961530.2024.2448712 [Google Scholar] [Crossref]

55. Kuncoro, A., Astuti, W., & Firdiansjah, A. (2021). The effect of mixed marketing moderation and innovation on the influence of market orientation and entrepreneurship orientation toward marketing performance. Management Science Letters, 11(3), 895–902. https://doi.org/10.5267/J.MSL.2020.10.009 [Google Scholar] [Crossref]

56. Kuriakose, M., & Nagasubramaniyan, G. (2025). Beyond pleasure, desire for meaningful consumption and peacefulness from digital entertainment platforms; extending UTAUT2 model with eudemonic motivation and tranquility. International Journal of Human–Computer Interaction, 41(1), 792-806. [Google Scholar] [Crossref]

57. Kushwaha, G. S., & Agrawal, S. R. (2015). An Indian customer surrounding 7P׳ s of service marketing. Journal of Retailing and consumer services, 22, 85-95. [Google Scholar] [Crossref]

58. Li, Z., Tian, X., Chen, J., & Zhang, Y. (2023). Does complementary role matter? An empirical study on paid search and social ads on purchase. South African Journal of Business Management, 54(1). https://doi.org/10.4102/sajbm.v54i1.3472 [Google Scholar] [Crossref]

59. Liew, V., & Poh, P. S. (2022). Factors influencing the intention to adopt E-Wallet: A regional distribution perspective in Malaysia. Journal of Business and Social Sciences, 2022(16), 1-15. [Google Scholar] [Crossref]

60. Linda Kumar. (2025). Embracing a cashless Malaysia for real convenience. Retrieved from https://www.malaymail.com/news/life/2025/05/05/embracing-a-cashless-malaysia-for-real-convenience/175648 [Google Scholar] [Crossref]

61. Madhu, S., Soundararajan, V., & Parayitam, S. (2022). Online Promotions and Hedonic Motives as Moderators in the Relationship Between e-Impulsive Buying Tendency and Customer Satisfaction: Evidence From India. Journal of Internet Commerce, 22, 395–431. https://doi.org/10.1080/15332861.2022.2088035 [Google Scholar] [Crossref]

62. Mbeya, S., & Mofokeng, T. (2024). Bitcoin adoption intention, the three additional contextual variables–hedonic motivation, price value and habit: The UTAUT2 model. [Google Scholar] [Crossref]

63. Meet, R. K., Kundu, N., & Ahluwalia, I. S. (2024). Does socio demographic, green washing, and marketing mix factors influence Gen Z purchase intention towards environmentally friendly packaged drinks? Evidence from emerging economy. Journal of Cleaner Production, 434, 140357. [Google Scholar] [Crossref]

64. Mishra, N., Gupta, S. L., Srivastava, P., Srivastava, S., & Kabir, M. (2022). Student acceptance of social media in higher education: An application of UTAUT2 model. Thailand and The World Economy, 40(1), 88-108. [Google Scholar] [Crossref]

65. Mohamood, S. K. B., Hassan, S. H., & Jamaluddin, B. (2024). Factors affecting e-wallet adoption for cashless society in malaysia: A conceptual paper. Jurnal Ilmiah Akuntansi, 11(01), 41-48. [Google Scholar] [Crossref]

66. Mohd Thas Thaker, H., Subramaniam, N. R., Qoyum, A., & Iqbal Hussain, H. (2023). Cashless society, e‐wallets and continuous adoption. International Journal of Finance & Economics, 28(3), 3349-3369. [Google Scholar] [Crossref]

67. Monoarfa, H., Juliana, J., Setiawan, R., & Abu Karim, R. (2023). The influences of Islamic retail mix approach on purchase decisions. Journal of Islamic Marketing, 14(1), 236-249. [Google Scholar] [Crossref]

68. Morris, H. (1961). Freedom and responsibility: Readings in philosophy and law. [Google Scholar] [Crossref]

69. Mun, Y. P., Khalid, H., & Nadarajah, D. (2017). Millennials’ perception on mobile payment services in Malaysia. Procedia Computer Science, 124, 397-404. [Google Scholar] [Crossref]

70. Munifatussa’idah, A., Zahara, J. N., & Zein, F. M. (2024). Digital wallet transactions: insight from islamic economic and legal perspective. Jurnal Ekonomi Dan Bisnis Airlangga, 34(2), 301–317. https://doi.org/10.20473/jeba.v34i22024.301-317 [Google Scholar] [Crossref]

71. Munikrishnan, U. T., Mamun, A. A., Xin, N. K. S., Chian, H. S., & Naznen, F. (2024). Modelling the intention and adoption of cashless payment methods among the young adults in Malaysia. Journal of Science and Technology Policy Management, 15(2), 374-395. [Google Scholar] [Crossref]

72. Nadzli, N. S. M., Mohd, N. A., Yahaya, M. H., & Mohamad, S. N. A. (2024). Adoption Model Of Microtakaful In Malaysia: A Concept Paper. al-Qanatir: International Journal of Islamic Studies, 33(3), 211-226. [Google Scholar] [Crossref]

73. Nashirah, A. B., Rosbi, S., & Uzaki, K. (2020). E-Wallet Transactional Framework for Digital Economy: A Perspective from Islamic Financial Engineering. International Journal of Management Science and Business Administration, 6(3), 50–57. https://doi.org/10.18775/IJMSBA.1849-5664-5419.2014.63.1005 [Google Scholar] [Crossref]

74. Nasir, N. F., Mohd Roslin, R., Nasir, M. A., & Firdaus Nasir, M. N. (2020). Marketing strategies from the Islamic Perspective: Reviewing the relevance of elements of the marketing mix. Journal of Emerging Economies & Islamic Research, 8(3), 84-96. [Google Scholar] [Crossref]

75. Nikolopoulou, K., Gialamas, V., & Lavidas, K. (2021). Habit, hedonic motivation, performance expectancy and technological pedagogical knowledge affect teachers’ intention to use mobile internet. Computers and Education Open, 2, 100041. [Google Scholar] [Crossref]

76. Nizam, F., Hwang, H. J., & Valaei, N. (2018). Measuring the effectiveness of E-wallet in Malaysia. In 3rd IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (pp. 59-69). Cham: Springer International Publishing. [Google Scholar] [Crossref]

77. 77 Nora, L., & Alizzah, A. M. (2022). Peran Promosi Penjualan dalam Menentukan Kualitas Pelayanan dan Kepuasan Pelanggan. Sosio-E-Kons, 14(2), 188. [Google Scholar] [Crossref]

78. Ong, H. B., & Chong, L. L. (2022). The effect of cashless payments on the internet and mobile banking. Journal of Financial Services Marketing, 28(1), 178. [Google Scholar] [Crossref]

79. Pertiwi, S. (2023). Pengaruh Kualitas Produk, Citra Merek, dan Harga Terhadap Keputusan Pembelian Le Minerale di Kecamatan Medan Polonia Dengan Promosi Sebagai Variabel Moderasi. Jurnal Riset Akuntansi & Keuangan, 374-381. [Google Scholar] [Crossref]

80. Quang, N. H. (2017). Effect of Factors Marketing Mix (4P’s) on Customer Satisfaction and Loyalty to Airline in Air Cargo Transport in Vietnam’s Market. International Journal of Current Research, 9(3), 47736-47742. [Google Scholar] [Crossref]

81. Rahman, M., Ismail, I., & Bahri, S. (2020). Analysing consumer adoption of cashless payment in Malaysia. 1(1), 100004. https://doi.org/10.1016/J.DIGBUS.2021.100004 [Google Scholar] [Crossref]

82. Raza, S. A., Qazi, W., Khan, K. A., & Salam, J. (2021). Social isolation and acceptance of the learning management system (LMS) in the time of COVID-19 pandemic: an expansion of the UTAUT model. Journal of Educational Computing Research, 59(2), 183-208. [Google Scholar] [Crossref]

83. Riskinanto, A., Kelana, B., & Hilmawan, D. R. (2017). The moderation effect of age on adopting e-payment technology. Procedia Computer Science, 124, 536-543. [Google Scholar] [Crossref]

84. Rudhumbu, N. (2022). Applying the UTAUT2 to predict the acceptance of blended learning by university students. Asian Association of Open Universities Journal, 17(1), 15-36. [Google Scholar] [Crossref]

85. Ruhani, A. B., Mansor, N. S., Awang, H., Zolkipli, M. F., Zaini, K. M., & Benlahcene, A. (2024). Modelling security factors influencing e-wallet adoption in Malaysia. Iraqi Journal for Computer Science and Mathematics, 5(4), 6. [Google Scholar] [Crossref]

86. Setiarini, S., Hubbansyah, A. K., & Hatta, I. H. (2023). Relationship of Marketing Mix, Brand Equity to Purchase Decision and Loyalty with Digital Wallet as Moderating during the Covid 19 Pandemic Period. Quantitative Economics and Management Studies, 4(3), 486-495. [Google Scholar] [Crossref]

87. Shafin, N., & Kasim, R. (2018). Incorporating Islamic ethic elements into marketing mix paradigm. Financial Risk and Management Reviews, 4(1), 24-33. [Google Scholar] [Crossref]

88. Shetty, A., & Rizwana, M. (2024). Sustainable mobility perspectives: exploring the impact of UTAUT2 model on fostering electric vehicle adoption in India. Management of Environmental Quality: An International Journal, 35(7), 1505-1523. [Google Scholar] [Crossref]

89. Shuib, M. S., Muin, M. A. A., Noor, M. N. M., Mohamad, M. T., & Mansor, N. H. (2023). Digital Payment Transactions: Islamic Finance Perspective. Journal of Advanced Research in Applied Sciences and Engineering Technology. https://doi.org/10.37934/araset.36.2.1220 [Google Scholar] [Crossref]

90. Singh, N., Sinha, N., & Liébana-Cabanillas, F. J. (2020). Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence. International journal of information management, 50, 191-205. [Google Scholar] [Crossref]

91. Sitepu, N. I., & Akustia, S. S. (2024). The influence of Islamic marketing, lifestyle, and price on pre-loved clothing purchases: Intention as a mediator. Share: Jurnal Ekonomi dan Keuangan Islam, 13(1), 163-183. [Google Scholar] [Crossref]

92. Sonia, P. N., Hakim, M. M., Aryotejo, G., Adhy, S., Ashari, Y. F., & Alfarisi, S. (2024). Factors Influencing the Use of Mobile Social Commerce Application with UTAUT2 Extended Model. Journal of Information Systems Engineering & Business Intelligence, 10(1). [Google Scholar] [Crossref]

93. Suhadarliyah, S., Amelia, D., & Tehupuring, R. (2024). Kualitas produk dan keputusan pembelian: peran biaya pemasaran sebagai pemoderasi. Análisis. https://doi.org/10.37478/als.v14i01.3237 [Google Scholar] [Crossref]

94. Syafi'i, M., Mondir, M., Zikwan, M., & Anwar, Z. (2023). The Effect of Islamic Marketing Mix towards Costumer Loyalty and Customer Satisfaction on Shopee Millennial Muslim. Jurnal Ilmiah Ekonomi Islam, 9(3), 4209-4222. [Google Scholar] [Crossref]

95. Tanjung, I. (2021). Analysis of the effect of marketing mix 7p on purchase decisions at sentra snack stores. International Journal of Review Management Business and Entrepreneurship (RMBE), 1(2), 125-133. [Google Scholar] [Crossref]

96. Teixeira, R., Duarte, A. L. de C. M., Macau, F. R., & Oliveira, F. M. de. (2022). Assessing the moderating effect of brick-and-mortar store on omnichannel retailing. International Journal of Retail & Distribution Management, 50(10), 1259–1280. https://doi.org/10.1108/ijrdm-03-2021-0139 [Google Scholar] [Crossref]

97. Tjiptono, F. (2016). Pemasaran Jasa, Karakteristik Jasa, Prinsip, Penerapan, dan Penelitian. Andi. [Google Scholar] [Crossref]

98. Tripopsakul, S. (2024). The Moderating Roles of Environmental Awareness and Product Knowledge on the Impact of Marketing Mix Elements on Purchase Intention. International Review of Management and Marketing, 14(6), 61. [Google Scholar] [Crossref]

99. Todri, V., Adamopoulos, P. (Panos), & Andrews, M. (2021). Is Distance Really Dead in the Online World? The Moderating Role of Geographical Distance on the Effectiveness of Electronic Word of Mouth. Journal of Marketing, 002224292110344. https://doi.org/10.1177/00222429211034414 [Google Scholar] [Crossref]

100. Tonda, F., Ali, H., & Khan, M. A. (2024). Pengaruh Promosi dan Online Customer Reviews Terhadap Keputusan Pembelian Melalui Minat Beli (Literature Review Manajemen Pemasaran). Jurnal Manajemen Dan Pemasaran Digital, 2(3), 181–194. https://doi.org/10.38035/jmpd.v2i3.199 [Google Scholar] [Crossref]

101. Tseng, T. H., Lin, S., Wang, Y. S., & Liu, H. X. (2022). Investigating teachers’ adoption of MOOCs: the perspective of UTAUT2. Interactive Learning Environments, 30(4), 635-650. [Google Scholar] [Crossref]

102. Vannam, L. E., & Phung, T. H. (2024). The Role of Moderators in Transitioning From GenAI Chatbot Customer Experience To Customer Satisfaction in Digital Marketing. International Journal of Social Science and Economic Research, 09(07), 2511–2532. https://doi.org/10.46609/ijsser.2024.v09i07.028 [Google Scholar] [Crossref]

103. .Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478. [Google Scholar] [Crossref]

104. .Venkatesh, V., Thong, J. Y., & Xu, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS quarterly, 157-178. [Google Scholar] [Crossref]

105. Waheed, R., Manzoor, W., Muhammad, R., Yaqub, S., Yasmin, N., & Rahman, A. ur. (2024). Exploring Restaurant Patronage Behaviour in Pakistan: The Influence of Satiation, Alternative Attractiveness, and Word of Mouth with Place Attachment as a Moderator. Journal of Policy Research. https://doi.org/10.61506/02.00170 [Google Scholar] [Crossref]

106. Wilkie, D. C. H., Mirzaei, A., Pham, N. T., & Johnson, L. W. (2022). Reassessing product line breadth effectiveness: The role of heterogeneity, moderation, and cumulative effects. Journal of Business Research, 149, 434–447. https://doi.org/10.1016/j.jbusres.2022.05.006 [Google Scholar] [Crossref]

107. Xiao, G., Yong, S. C. S. C., Osman, M., & Ng, D. C. W. (2023). A Comparative Study on the Adoption of Cashless Payment: Malaysia and China. International Journal of Academic Research in Business & Social Sciences, 13(11). [Google Scholar] [Crossref]

108. Xuan, C. J., Boon Liat, C., Chalke, A., & Idris, I. (2023). Brand Engagement in Self-Concept for Influencer Marketing: The Role of Product Involvement as A Moderator. Academia Journal E-Academia Journal of UiTM Cawangan Terengganu, 12(1), 90-104. [Google Scholar] [Crossref]

109. Yu, C. S. (2012). Factors affecting individuals to adopt mobile banking: Empirical evidence from the UTAUT model. Journal of electronic commerce research, 13(2), 104. [Google Scholar] [Crossref]

110. Yusuf, M., & Matiin, N. (2022). Analysis of the effect of the marketing mix on purchasing decisions. International Journal of Economics and Management Research, 1(3), 177-182. [Google Scholar] [Crossref]

111. Zafani, D., & Arifqi, Moh. M. (2020). Cahsless Society on GoPay: An Islamic Economic Perspective. 3(2), 141–158. https://doi.org/10.23917/JISEL.V3I2.11904 [Google Scholar] [Crossref]

112. Zaki, R. M., & Elseidi, R. I. (2024). Religiosity and purchase intention: an Islamic apparel brand personality perspective. Journal of Islamic Marketing, 15(2), 361-396. [Google Scholar] [Crossref]

113. Zhang, Y. B., Zhang, L. L., & Kim, H. K. (2021). The effect of UTAUT2 on use intention and use behavior in online learning platform. Journal of Logistics, Informatics and Service Science, 8(1), 67-81. [Google Scholar] [Crossref]

114. Zhong, J., & Chen, T. (2023). Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model. Journal of Retailing and Consumer Services, 72, 103267. [Google Scholar] [Crossref]

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