Islamic Spiritual Well-Being as a Mediator in CRM–Loyalty Relationships: Evidence from Islamic Microfinance

Authors

  • Nurul Huda Universitas Islam Negeri Sunan Kalijaga Yogyakarta
  • Misnen Ardiansyah Universitas Islam Negeri Sunan Kalijaga Yogyakarta
  • Mukhamad Yazid Afandi Universitas Islam Negeri Sunan Kalijaga Yogyakarta

DOI:

https://doi.org/10.61987/bamj.v3i1.528

Keywords:

Islamic Marketing, Customer Relationship Management, Islamic Spiritual Well-Being, Customer Loyalty, Islamic Microfinance

Abstract

This study examines the influence of Customer Relationship Management (CRM) on customer loyalty among Muslim members of Islamic microfinance institutions and investigates the mediating role of Islamic Spiritual Well-Being (ISWB). Grounded in the Stimulus–Organism–Response (S–O–R) framework and the Islamic moral economy perspective, the study explores how CRM can cultivate loyalty rooted in Islamic values within Baitul Maal Wat Tamwil (BMT), a community-based Islamic financial cooperative. A quantitative cross-sectional survey was conducted with 225 members of BMT Nahdlatul Ulama in Madura, Indonesia. ISWB was measured using a nine-item scale representing Islamic virtues such as Falah, Taqarrub, Itqan, Istiqamah, Ta’awun, Ikhlas, Akhlaq, Tawazun, and Qana’ah, while CRM and customer loyalty were measured using established scales. Data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM) with SmartPLS 4 and bootstrapping (5,000 resamples). The findings show that CRM significantly influences ISWB (β = 0.780, p < 0.001) and directly affects customer loyalty (β = 0.180, p < 0.05). ISWB also significantly enhances customer loyalty (β = 0.541, p < 0.001) and partially mediates the CRM–loyalty relationship (indirect β = 0.422), accounting for 70.1% of the total effect. These results highlight the importance of integrating Islamic values into CRM practices to strengthen spiritually grounded customer loyalty in Islamic financial institutions.

References

Abror, A., Patrisia, D., Idris, I., & Dastgir, S. (2022). Islamic Bank Trust: The Roles of Religiosity, Perceived Value and Satisfaction. Asia Pacific Journal of Marketing and Logistics, 34(2), 368–384. https://doi.org/10.1108/APJML-10-2020-0715

Aziz, S., Md Husin, M., & Afaq, Z. (2025). Trends and Directions of Islamic Marketing: A Bibliometric and Scientometric Analysis (2001–2023). Journal of Islamic Marketing, 16(5), 1261–1290. https://doi.org/10.1108/JIMA-12-2023-0399

Bagis, F., Adawiyah, W. R., Purnomo, R., & Sudjadi, A. (2024). Exploring Islamic Spiritual Well-Being: Conceptualization and Validation of a Measurement Scale. Islamic Guidance and Counseling Journal, 7(2), 1–20. https://doi.org/10.25217/0020247473500

Baron, R. M., & Kenny, D. A. (1986). The Moderator-Mediator Variable Distinction in Social Psychological Research. Conceptual, Strategic, and Statistical Considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173

Darmawan, D. (2024). The Failure Mode and Effect Analysis of Islamic Banking Product Marketing in Indonesia. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-08-2023-0268

Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hameed, I., Chatterjee, R. S., Zainab, B., Tzhe, A. X., Yee, L. S., & Khan, K. (2024). Navigating Loyalty and Trust in the Skies : The Mediating Role of Customer Satisfaction and Image for Sustainable Airlines Authors : Faculty of Social Sciences and Leisure Management Department of Business Administration. Sustainable Futures, 8(August), 100299. https://doi.org/10.1016/j.sftr.2024.100299

Ibrahim, Z., Effendi, N., Budiono, B., & Kurniawan, R. (2022). Determinants of Profit and Loss Sharing Financing in Indonesia. Journal of Islamic Marketing, 13(9), 1918–1939. https://doi.org/10.1108/JIMA-01-2020-0015

Junaidi, J., Jamaludin, J., Hodriani, H., Laila, H., Ivanna, J., & Madiyoh, A. (2024). Baitul Maal Prosperity in Civic Economy As a Manifestation of the Voluntarism Formation in Kasih Sayang Village Langkat Regency. Al-Qalam, 30(1), 99. https://doi.org/10.31969/alq.v30i1.1419

Kabadayi, S., Livne-Tarandach, R., & Pirson, M. (2023). A Dignity-Vulnerability Approach Framework to Maximize Well-Being Outcomes by Transformative Service Initiatives (TSIs). Journal of Services Marketing, 37(9), 1151–1166. https://doi.org/10.1108/JSM-03-2023-0110

Kashi, A., Laallam, A., Nomran, N., & Al-Binali, T. (2024). Do Institutional Environment and Corporate Governance Structures Determine Islamic Banks’ Sustainability Performance? Evidence Across Key Jurisdictions in Islamic Finance Industry. Borsa Istanbul Review, 24(6), 1088–1100. https://doi.org/10.1016/j.bir.2024.06.005

Khan, S. M., Ali, M., Puah, C. H., Amin, H., & Mubarak, M. S. (2023). Islamic Bank Customer Satisfaction, Trust, Loyalty and Word of Mouth: the CREATOR Model. Journal of Islamic Accounting and Business Research, 14(5), 740–766. https://doi.org/10.1108/JIABR-01-2022-0017

Kim, L., Jindabot, T., & Yeo, S. F. (2024). Understanding Customer Loyalty in Banking Industry: A Systematic Review and Meta Analysis. Heliyon, 10(17), e36619. https://doi.org/10.1016/j.heliyon.2024.e36619

Lee, U. H. M. S., Mohd Yusof, Z. A., Ismail, A., & Mohd Daud, A. H. (2023). Addressing Key Importance of Halal Certificate in Meat-Based Industry. Sains Insani, 8(2), 319–326. https://doi.org/10.33102/sainsinsani.vol8no2.562

Mukhlisin, M., & Laela, S. F. (2022). How Does Accounting Play a Role in Islamic Microfinance and Islamic Wealth Management Practices? Case Studies in Indonesia, Pakistan and Egypt. In Wealth Management and Investment in Islamic Settings: Opportunities and Challenges (pp. 183–199). https://doi.org/10.1007/978-981-19-3686-9_12

Nugraheni, P., & Nasiroh, C. D. (2023). Improving the Performance of Baitul Maal Wat Tamwil (BMT) Employees: Do The Principles of Good Corporate Governance (GCG) Matter? Journal of Accounting and Investment, 24(3), 959–973. https://doi.org/10.18196/jai.v24i3.19034

Oliso, Z. Z., Alemu, D. D., & Jansen, J. D. (2024). The Impact of Educational Service Quality on Student Academic Performance in Ethiopian Public Universities: A Mediating Role of Students’ Satisfaction. Journal of International Education in Business, 17(2), 340–370. https://doi.org/10.1108/JIEB-07-2023-0042

Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models. Behavior Research Methods, 40(3), 879–891. https://doi.org/10.3758/BRM.40.3.879

Qurtubi, A. (2024). Architecture Enterprise Model of Islamic College Management in Indonesian Industrial Era 5.0. Philippine Journal of Science, 153(3), 1097–1105.

Raimi, L., & Bamiro, N. B. (2025). Role of Islamic Sustainable Finance in Promoting Green Entrepreneurship and Sustainable Development Goals in Emerging Muslim Economies. International Journal of Social Economics, 53(2), 181–196. https://doi.org/10.1108/IJSE-05-2024-0408

Riofita, H. (2024). Leveraging e-Islamic Marketing to Solidify Marketing Performance in The New Normal (A Lesson from Indonesian Private Islamic Higher Educations). Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-05-2023-0152

Sahri, Masrokan Mutohar, P., & Eko Sujianto, A. (2023). Innovation of Educational Marketing Mix in Improving Competitiveness At Ar Rahmat Junior High School Bojonegoro. Re-JIEM (Research Journal of Islamic Education Management), 6(2), 125–139. https://doi.org/10.19105/re-jiem.v6i2.10012

Subhan, A., Firdaus, A. F., & Mukhamad Najib. (2023). The Influence of Islamic Service Quality and Trust on Customer Satisfaction and Intention in Reusing The Services in The Implementation of Umrah and Special Hajj Pilgrimage. Jurnal Ekonomi Syariah Teori dan Terapan, 10(3), 275–289. https://doi.org/10.20473/vol10iss20233pp275-289

Suhartini, E., Hertiani, E., Djuniarsono, R., Rumatiga, H., & Nurfajrina, S. P. M. (2024). Analysis of Halal Certification for Micro and Small Business Actors from the Perspective of Maslahah Principles and Legal Certainty Theory. Al-’Adalah, 21(2), 401–426. https://doi.org/10.24042/adalah.v21i2.23442

Umar, U. H., Besar, M. H. A., & Abduh, M. (2023). Compatibility of The CSR Practices of Islamic Banks with the United Nations SDGs Amidst COVID-19: a Documentary Evidence. International Journal of Ethics and Systems, 39(3), 629–647. https://doi.org/10.1108/IJOES-12-2021-0221

Utomo, S. B., Sekaryuni, R., Widarjono, A., Tohirin, A., & Sudarsono, H. (2021). Promoting Islamic Financial Ecosystem to Improve Halal Industry Performance in Indonesia: a Demand and Supply Analysis. Journal of Islamic Marketing, 12(5), 992–1011. https://doi.org/10.1108/JIMA-12-2019-0259

Wahab, N. A., Mohd Yusof, R., Zainuddin, Z., Shamsuddin, J. N., & Mohamad, S. F. N. (2023). Charting Future Growth for Islamic Finance Talents in Malaysia: A Bibliometric Analysis on the Islamic Finance Domains and Future Research Gaps. Journal of Islamic Accounting and Business Research, 14(5), 812–837. https://doi.org/10.1108/JIABR-02-2022-0045

Yasin, R., Ariffin, Z. Z., Al-Banna Mohamed, H., Zawawi, Z., Ghani, S. A., & Liaw, J. O. H. (2025). Islamic Values in Entrepreneurial Marketing Strategy. In Dynamic Strategies for Entrepreneurial Marketing (pp. 311–329). https://doi.org/10.4018/979-8-3693-3936-7.ch015

Yeong, S. N., Knox, D., & Prabhakar, G. (2022). Customer Satisfaction and Loyalty in Malaysian Resort Hotels: The Role of Empathy, Reliability and Tangible Dimensions of Service Quality. International Journal of Services and Operations Management, 41(4), 444–462. https://doi.org/10.1504/IJSOM.2022.122922

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Published

2025-06-30

How to Cite

Huda, N., Ardiansyah, M., & Afandi, M. Y. (2025). Islamic Spiritual Well-Being as a Mediator in CRM–Loyalty Relationships: Evidence from Islamic Microfinance. Business and Applied Management Journal, 3(1), 101–112. https://doi.org/10.61987/bamj.v3i1.528