The Marketing Mix And Cashless Payments As Determinants Of Purchasing Decisions Among Mobile Coffee SMES, Moderated By Islamic Business Ethics

Authors

  • Alfa Rizki Madhani UIN Walisongo Semarang
  • Muchamad Fauzi
  • Riska Wijayanti

DOI:

https://doi.org/10.52166/adilla.v9i2.12807

Keywords:

Marketing Mix, Cashless, Purchasing Decisions, Islamic Business Ethics, Mobile Coffee Shops

Abstract

This study aims to analyze the influence of the marketing mix (4Ps) and the adoption of cashless payments on purchasing decisions in mobile coffee shops, and to examine the role of Islamic business ethics as a moderating variable. The main problem examined is the suboptimal increase in purchasing decisions despite MSMEs adopting digital technology and modern marketing strategies. The study used a quantitative, explanatory approach, involving 100 respondents selected through purposive sampling. Data were collected through a Likert-scale questionnaire and analyzed using Structural Equation Modeling based on Partial Least Squares (SEM-PLS). The results show that the marketing mix has a positive and significant effect on purchasing decisions. Islamic business ethics also has a significant positive effect on increasing purchasing decisions by strengthening consumer trust. However, cashless payments did not significantly influence purchasing decisions, and Islamic business ethics was unable to moderate the relationship between the marketing mix and cashless payments on purchasing decisions. These findings confirm that marketing strategy and ethical values ​​play a more dominant role than technological aspects in influencing consumer behavior in mobile coffee shops

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References

Abdelrahman, Tawfig. “Financial Risks In (Gharar) And (Riba) Transactions.” Lex Localis - Journal of Local Self-Government 23 (October 3, 2025): 82–102. https://doi.org/10.52152/801760.

Ajzen, Icek. “The Theory of Planned Behavior.” Organizational Behavior and Human Decision Processes 50, no. 2 (1991): 179–211. https://doi.org/https://doi.org/10.1016/0749-5978(91)90020-T.

Anami, Ali K. “Integrating Islamic Principles in Modern Business Practices: A Pathway to Ethical and Sustainable Growth.” Interdisciplinary Journal of Education 8, no. 1s SE-Articles (November 30, 2025): s45–57. https://doi.org/10.53449/j1bk5a07.

Apriliani, Yosi, and Mira Purnamasari Safar. "Analysis Of The Application Of Islamic Business Ethics Principles In Building Customer Trust And Loyalty In Msmes In Telukjambe, Karawang Regency." El-Iqtishady: Journal of Sharia Economic Law 6, no. 1 (2024): 104–12. https://doi.org/https://doi.org/10.24252/el-iqthisady.vi.46512.

Arianita, Alien, Lizar Alfansi, and Sularsih Anggarawati. “Analysis Factor Affecting The Use Of Digital Payment With The Extended Utaut Model.” The Manager Review 5, no. 1 SE-Articles (July 31, 2023): 91–108. https://doi.org/10.33369/tmr.v5i1.29733.

Athiyyah, Nasywa, Ahmad Bukhari, and Yeni Budiawati. “The Influence Of Marketing Mix 4p On Consumer Purchase Decisions At Pilona Coffee Tangerang.” MAHATANI 8, no. 2 (2025): 416–28. https://doi.org/https://doi.org/10.52434/mja.v8i2.42854.

Atika, Fairuz, and Yogi Yunefri. "analysis of promotions and consumer confidence in purchases via live streaming." baseline: student journal of master of management 2, no. 3 (2025): 422–29. https://journal.unilak.ac.id/index.php/BASELINE/article/view/29081.

Ayesha, Shakira, and Muchtar Muchtar. "The Influence of Customer Experience, Brand Trust and Perceived Value in Creating Customer Loyalty in the Digital Era in Shopee E-Commerce." PARADOX Journal of Economics 8, no. 2 (2025): 963–74. https://doi.org/https://doi.org/10.57178/paradoks.v8i2.1257.

Azzahra, Khairiyah Fikri, and Juliana Putri. "The Role of Islamic Business Ethics in Increasing Consumer Trust in Sharia MSMEs." Journal of Islamic Business 3, no. 2 (2025).

Azzahra, Queen Shakira, Meesy Anugrah Putri, Salsabilla Ronardi, and Alvi Nabilah. "literature review: the role of business ethics in consumer satisfaction." scientific journal of accounting 2, no. 1 (2025): 22–29. https://doi.org/https://doi.org/10.69714/a3jz6q65 STUDY.

Barat, Somjit. “Global Marketing Management.” Journal of Global Marketing 22, no. 4 (September 18, 2009): 329–31. https://doi.org/10.1080/08911760903022556.

Cahyani, Nani Dwi, and Heri Abrianto. "The Effect of Cashless Transactions and the Ease of Using QRIS on Generation Z's Purchasing Decisions in Bekasi City." RIGGS: Journal of Artificial Intelligence and Digital Business 4, no. 2 SE-Articles (July 23, 2025): 6717–24. https://doi.org/10.31004/riggs.v4i2.1746.

Daniya, Suci, Abdur Razzaq, M Shaka Hidayatullah, Siti Mardia, Address Prof, K H Zainal Abidin, Fikri No, Kemuning District, and South Sumatra. "The Influence of Shope's E-Commerce on the Rate of Clothing Sales in the 16 Ilir Palembang Market." Federalism : Journal of Legal and Communication Studies 2, no. 3 (2025). https://doi.org/https://doi.org/10.62383/federalisme.v2i3.1022.

Daud, and Sarmiati. "Fundamentals of Marketing Strategy: Marketing Mix 4P to 4A." JALHu: Al Mujaddid Journal of Humanities 9, no. 2 (2023): 28–36. https://doi.org/https://doi.org/10.58553/jalhu.

Dedi, Rianto, and Dedi Rianto Rahadi. introduction to partial least squares structural equation model(pls-sem) 2023, 2023.

fauzi, dandy hafidh. "determination of purchasing and repurchase decisions (literature review marketing management)." JIMT Journal of Applied Management Sciences 2, no. 6 (2021): 790–800. https://doi.org/https://doi.org/10.31933/jimt.v2i6.

Fitriana, Kumaira Tanzila, Marshanda Rahmatillah Nurhalizah, and Rachma Bhakti Utami. "Analysis Of The Development Of Digital Transactions On The Cashless Payment Habits Of Malang State Polytechnic Students." JOURNAL OF BUSINESS ECONOMICS 23, no. 2 (2024): 111–15. https://doi.org/https://doi.org/10.32722/eb.v23i2.6468.

Hamzah, Muh, and Indah Karima Febriana. "The Influence of Marketing Mix on Purchase Decisions at Anik Grosir Stores." ACADEMIC Journal of Economics & Business 5, no. 3 (2025): 1709–21. https://doi.org/https://doi.org/10.37481/jmeb.v5i3.1617.

Hellier, Phillip K, Gus M Geursen, Rodney A Carr, and John A Rickard. “Customer Repurchase Intention: A General Structural Equation Model.” European Journal of Marketing 37, no. 11–12 (December 1, 2003): 1762–1800. https://doi.org/10.1108/03090560310495456.

Hill, Richard J. “Contemporary Sociology.” Edited by Martin Fishbein and Icek Ajzen. Contemporary Sociology 6, no. 2 (April 9, 2026): 244–45. https://doi.org/10.2307/2065853.

Jamaluddin, Jamaluddin, M. Ridwan Mappaterru, Putri Deflyanty S, and Anwar Anwar. “Islamic Business Ethics and Sustainability: Building a Business Based on Trust and Justice.” Journal of Islamic Economy 2, no. 1 SE-Articles (2025): 43–52. https://doi.org/10.62872/9s215b08.

Khairunisa, Putri Nova. "Business Ethics in Islam Against the Prohibited Transactions of Riba and Gharar." LABATILA : Journal of Islamic Economics 3, no. 02 SE-Articles (n.d.): 190–203. https://doi.org/10.33507/labatila.v3i02.233.

Khumairo, Hazmatul, Hersiyah, and Mashudi. "The Role of MSMEs in Driving Economic Growth and Income Equality in Indonesia." Ekonomipedia Journal Of Management And Business Economics 3, no. 1 (2025): 22–32. https://doi.org/10.55043/ekonomipedia.

Kim, Changsu, Mirsobit Mirusmonov, and In Lee. “An Empirical Examination of Factors Influencing the Intention to Use Mobile Payment.” Computers in Human Behavior 26, no. 3 (2010): 310–22. https://doi.org/https://doi.org/10.1016/j.chb.2009.10.013.

Lim, Weng Marc. “A Typology of Validity: Content, Face, Convergent, Discriminant, Nomological and Predictive Validity.” Journal of Trade Science 12, no. 3 (July 17, 2024): 155–79. https://doi.org/10.1108/JTS-03-2024-0016.

Liu, Chunnian, and Yan Zheng. “The Predictors of Consumer Behavior in Relation to Organic Food in the Context of Food Safety Incidents: Advancing Hyper Attention Theory Within an Stimulus-Organism-Response Model.” Frontiers in Psychology 10 (2019): 2512. https://doi.org/10.3389/fpsyg.2019.02512.

Maisa, Tria Rizki, Sandi M Jalaludin, and Han Han Burhani. "The Effect Of The Use Of The Cashless System On The Consumptive Behavior Of Gen Z Tasikmalaya." Indo-Fintech Intellectuals: Journal of Economics and Business p-ISSN: 5, no. 2 (2025): 5263–74. https://doi.org/10.54373/ifijeb.v5i2.3285.

Marlindawaty. "Analysis of Social, Cultural, Personal and Psychological Factors on Purchase Decisions at Balikpapan Modeshop." Journal of Geoeconomics 13, no. 2 (2022): 236–44. https://doi.org/doi.org/10.36277/geoekonomi.v13i2.211.

Martinsons, Maris G, and Catherine Cheung. “The Impact of Emerging Practices on IS Specialists: Perceptions, Attitudes and Role Changes in Hong Kong.” Information & Management 38, no. 3 (2001): 167–83. https://doi.org/https://doi.org/10.1016/S0378-7206(00)00063-X.

Maulida, Novita, and Siti Femilivia Aisyah. "Islamic Business Ethics: Implementation of the Principles of Justice and Responsibility in Sharia Economics." El-Iqtishady: Journal of Sharia Economic Law 6, no. 1 (2024): 1–23. https://doi.org/https://doi.org/10.24252/el-iqthisady.vi.46740.

Mustika, Tito Nur. "Islamic Business Ethics In Financial Transactions Using Mobile Banking/ M - Banking Applications." Al-Maqashid: Journal of Economics and Islamic Business 3, no. 1 SE-Articles (2023): 15–21. https://doi.org/10.55352/maqashid.v3i1.272.

Nagy, Szabolcs, and Mariann Veresné Somosi. “The Relationship between Social Innovation and Digital Economy and Society.” Regional Statistics 12, no. 2 (2022): 3–29. https://doi.org/10.15196/RS120202.

Pitri, Tedi, Irman Firmansyah, Raden Rijanto, and Deri Firmansyah. “The Evolving Marketing Mix in the Digital Age and Customer Mix: How Does It Affect Purchase Intention?” International Journal of Business, Law, and Education 6, no. 1 SE- (February 9, 2025): 345–61. https://doi.org/10.56442/ijble.v6i1.1003.

Putri, Sinta Aprilia, Ida Farida, and Aksi Hamzah. "Technology Acceptance Model (TAM ) Analysis of Paylater Feature and Impulse Buying Behavior of Muslim Consumer E-Commerce Users in Bone Regency." NNOVATIVE: Journal Of Social Science Research 5 (2025): 1024–40. https://j-innovative.org/index.php/Innovative%0AAnalisis.

Rafki, Mirna, Idris Parakkasi, and Sirajuddin. "The Role of Islamic Business Ethics in Increasing Consumer Trust and Repeat Orders." Journal of Islamic Economics and Finance Studies Volume 3, no. 2 (2022): 121–40. https://doi.org/http://dx.doi.org/10.47700/jiefes.v3i2.4868.

Ramadhani, Ferina Yosi, and Hapzi Ali. "Determination of Purchasing Decisions: Analysis of Marketing Strategies, Consumer Behavior and Technology." Information And Technology Dynasty 2, no. 4 (2025): 145–55. https://doi.org/https://doi.org/10.38035/dit.v2i4.

Rini, Nova, Hari Wiyana, Abhitah Daffa Setiawan, University of Technology, Muhammadiyah Jakarta, Business Ethics, Digital Era, and Entrepreneur Mindset. "Challenges and Solutions in Implementing Business Ethics in the Digital Era as an Entrepreneur Mindset." Journal of Digital Business 1, no. 1 (2025): 60–69.

Rosdiana, Monica, Supardi, Lilik Indayani, and Rizky Eka Febriansah. "An Analysis of Convenience, Trust, and Security of E-Wallet through Understanding Technology as an Intervening Variable." Journal of Business Management 11, no. 1 SE-Articles (n.d.): 14–27. https://doi.org/10.33096/jmb.v11i1.690.

Salim, Muhartini, Rina Suthia Hayu, Dwinda Agustintia, Rahmita Annisa, and M Yasser Iqbal Daulay. “The Effect of Trust, Perceived Risk and E-Service Quality on the Intention to Purchase of E-Commerce Consumers in Indonesia.” Journal of Madani Society 2, no. 1 SE-Articles (April 30, 2023): 53–66. https://doi.org/10.56225/jmsc.v2i1.178.

Santos, Susana, and Helena Martins Gonçalves. “The Consumer Decision Journey: A Literature Review of the Foundational Models and Theories and a Future Perspective.” Technological Forecasting and Social Change 173 (2021): 121117. https://doi.org/https://doi.org/10.1016/j.techfore.2021.121117.

Saput, Naufal Lutfhi, and Desy Oktaviani. "the influence of marketing mix (4p) on the decision to purchase vespa motorcycles with the sprint model at pt. S. Scott." UDA Journal; Vol 31 No 2 (2023): APRIL, 2023. https://doi.org/10.46930/ojsuda.v31i2.3029.

Setiabudhi, Hatta. Quantitative Data Analysis with SmartPLS 4. Edited by I Putu Hardani Hesti Duari. 1st ed. Balikpapan: Borneo Novelty Publishing, 2025.

Setiabudhi, Hatta, Suwono, Yudi Agus Setiawan, and Syahrul Karim. Quantitative Data Analysis with SmartPLS 4. Edited by I Putu Hardani Hesti Duari. 1st ed. Balikpapan: Borneo Novelty Publishing, 2024.

Shareef, Mahmud Akhter, Abdullah Baabdullah, Shantanu Dutta, Vinod Kumar, and Yogesh K Dwivedi. “Consumer Adoption of Mobile Banking Services: An Empirical Examination of Factors According to Adoption Stages.” Journal of Retailing and Consumer Services 43 (2018): 54–67. https://doi.org/https://doi.org/10.1016/j.jretconser.2018.03.003.

Sinaga, Angelika Rouli, and Nur Elfi Husda. “The Effect of the Marketing Mix on Purchase Decisions and Customer Satisfaction.” Journal of Community Service and Empowerment 4, no. 3 SE-Articles (September 20, 2023): 492–99. https://doi.org/10.22219/jcse.v4i3.29154.

Snyder, Hannah. “Literature Review as a Research Methodology: An Overview and Guidelines.” Journal of Business Research 104 (2019): 333–39. https://doi.org/https://doi.org/10.1016/j.jbusres.2019.07.039.

Sudirjo, Frans, Helmy Syamsuri, Ainil Mardiah, Agung Widarman, and Yulia Novita. “Analysis of The Influence of Customer Perceived Benefit, Ease of Use and Sales Promotion on The Decision to Use Digital Wallets for Shopeepay Customers.” Jurnal Sistim Informasi Dan Teknologi 5, no. 3 SE-Articles (October 12, 2023): 63–68. https://doi.org/10.60083/jsisfotek.v5i3.304.

Sumardi, Davin Hundson, and Fransisca Andreani. "The Effect Of Perceived Usefulness And Perceived Ease Of Use On Usage Behavior Through Intention To Use In Consumers Of Sayurbox Online Shop In Surabaya." Now 9, no. 1 (2021): 1–6.

Sutisna, Sutisna, Mochamad Saefullah, and Juwita Juwita. “Service Quality and Trust as Predictors of Online Purchasing Decisions Mediated by Perceived Risk.” Journal of Consumer Sciences 8, no. 2 SE-Articles (2023): 187–203. https://doi.org/10.29244/jcs.8.2.187-203.

Sutrisno, Moehadi, Kharisma Laila Ismawati, and Sri Wulandari. “The Effect Of Trust, Product Quality And Promotion On Consumer Satisfaction In Tuban Limestone Business.” DIMENSI 14, no. 1 (2025): 275–88. https://www.journal.unrika.ac.id/index.php/jurnaldms%0apengaruh.

tikaromah, oom, adibah yahya, and taufik hidayat. "technology acceptance model in driving intention." AKUBIS: Journal of Business Accounting Pelita Bangsa 9, no. 2 (2025): 246–56. https://doi.org/https://doi.org/10.37366/akubis.v9i02.2278.

Ugwuanyim, Geoffrey Uzodinma, Harrison Obiora Amuji, and Oforegbunam Thaddeus Ebiringa. “Marketing Mix Optimization in Nigeria ’ s Brewing Industry : A Regression and Geometric Programming Approach ( Case Study of Nigerian Breweries PLC ).” Open Journal of Statistics 15, no. 2 (2025): 170–98. https://doi.org/10.4236/ojs.2025.152010.

Ulfa, Misbahuddin, and Nur Taufiq Sanusi. "IKA BUSINESS IN ISLAM." Iqtishaduna: Student Scientific Journal of Sharia Economic Law 6, no. 2 (2025): 285–94. https://doi.org/https://doi.org/10.24252/iqtishaduna.vi.47553.

Wahyudi, Maman. "The Concept of Business Ethics in Islamic Perspective." JOURNAL OF SOCIAL STUDIES EDUCATION 14, no. 2 (2024): 478–84. https://doi.org/https://doi.org/10.37630/jpi.v14i2.2166.

Widyastuti, Ani Nor, Pujiharto Pujiharto, Naelati Tubastuvi, and Suryo Budi Santoso. "The Effect of Marketing Mix on Purchase Decisions." Journal of Business Management 11, no. 2 SE-Articles (August 14, 2020): 163–76. https://doi.org/10.18196/mb.11295.

Wiranda, Sajidah, and Minto Waluyo. “The Effect of Marketing Mix (4p) on Perceived Value, Trust, Purchase, and Repurchase Decisions Using SEM Tools.” Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE) 8, no. 2 SE-Articles (April 30, 2025). https://doi.org/10.31538/iijse.v8i2.6264.

Yahaya, Syazwani, Siti Norasyikin, Abdul Hamid, Siti Noratisah, and Mohd Nafi. “Influence of UTAUT, Perceived Compatibility, and Perceived Credibility on m-Commerce Adoption.” International Journal of Advanced and Applied Sciences 10, no. 11 (2023): 49–58. https://doi.org/https://doi.org/10.21833/ijaas.2023.11.007.

Yuwono, Tri, Agus Suroso, and Weni Novandari. “Information and Communication Technology in SMEs : A Systematic Literature Review.” Journal of Innovation and Entrepreneurship, 2024. https://doi.org/10.1186/s13731-024-00392-6.

Zalukhu, Sukmardin, and Arny Lattu. “The Influence of Using the QRIS Digital Payment Method on Customer Purchasing Decisions.” JIMKES Jurnal Ilmiah Manajemen 13, no. 1 (2025): 445–54. https://doi.org/10.37641/jimkes.v13i1.3064.

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Published

2026-07-01

How to Cite

Alfa Rizki Madhani, Muchamad Fauzi, & Riska Wijayanti. (2026). The Marketing Mix And Cashless Payments As Determinants Of Purchasing Decisions Among Mobile Coffee SMES, Moderated By Islamic Business Ethics. ADILLA : Jurnal Ilmiah Ekonomi Syari’ah, 9(2), 148–168. https://doi.org/10.52166/adilla.v9i2.12807

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