MILLENNIALS AND TAKAFUL: INVESTIGATING PURCHASE INTENTION THROUGH EXTENDED THEORY OF PLANNED BEHAVIOR AND MULTI-GROUP ANALYSIS
Downloads
Introduction: This study aims to examine the mediating role of trust between religiosity and purchase intention, as well as to assess the influence of attitude, subjective norms, perceived behavioral control (PBC), and relative advantage using an extended Theory of Planned Behaviour (TPB) framework.
Methods: The PLS-SEM Multi Group Analysis approach was used as an evaluation model in the quantitative methodology using SmartPLS 4.0. Data were collected using a purposive sampling technique from Muslim respondents who are insurance customers who are millennial generation, which were then divided by gender.
Results: The results show that RG, RA, SN, and PBC significantly influence ATT and TR, which in turn affect INT. All variables are key drivers of takaful adoption. Multi-Group Analysis (MGA) reveals no significant gender differences, suggesting similar behavioral patterns.
Conclusion and suggestion: The strong influence of RG, RA, and TR on millennials’ ATT and INT suggests that takaful promotions should stress Islamic values, ethical benefits, and transparency. As ATT and TR directly drive INT, providers should build trust through education, digital openness, and Sharia oversight. Emphasizing social-spiritual values like ta’awun can enhance acceptance. MGA results show no gender-based differences, supporting inclusive, cost-efficient strategies to boost financial literacy and participation in Islamic finance.
Abduh, M., & Zein Isma, S. N. (2017). Economic and market predictors of solvency of family takaful in Malaysia. Journal of Islamic Accounting and Business Research, 8(3), 334–344. https://doi.org/10.1108/JIABR-06-2015-0030
Abu Al-Haija, E., & Houcine, A. (2023). Risk management efficiency of Takaful and conventional insurance sectors in UAE and KSA. Journal of Islamic Accounting and Business Research, 1222–1244. https://doi.org/10.1108/JIABR-03-2022-0065
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
Akhter, W., & Hussain, T. (2012). Takāful standards and customer perceptions affecting takāful practices in Pakistan: a survey. International Journal of Islamic and Middle Eastern Finance and Management, 5(3), 229–240. https://doi.org/10.1108/17538391211255214
Alhammadi, S. (2023). Expanding financial inclusion in Indonesia through Takaful: opportunities, challenges, and sustainability. Journal of Financial Reporting and Accounting. https://doi.org/10.1108/JFRA-05-2023-0256
Ali, M., Raza, S. A., Puah, C. H., & Amin, H. (2019). Consumer acceptance toward takaful in Pakistan. International Journal of Emerging Markets, 14(4), 620–638. https://doi.org/10.1108/IJOEM-08-2017-0275
Aziz, S., Md Husin, M., Hussin, N., & Afaq, Z. (2019). Factors that influence individuals’ intentions to purchase family takaful mediating role of perceived trust. Asia Pacific Journal of Marketing and Logistics, 31(1), 81–104. https://doi.org/10.1108/APJML-12-2017-0311
BenSaid, Y. R., & Quttainah, M. A. (2024). The determinants of Takaful insurance financial stability: the moderating role of Shari’ah Supervisory Board. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-11-2023-0392
Bouaziz Cheikh. (2013). Abstract To Islamic Insurance ( Takaful ). Insurance and Risk Management, 81(3–4), 291–304.
BPS. (2020). Satuan Jumlah Penduduk menurut Generasi Ukuran absolut dari penduduk menurut generasi , dinyatakan dalam jiwa Interpretasi Frekuensi update Referensi Merupakan Pengelompokan atau Pengkodean untuk Generasi yang Merujuk pada William H . Frey - Analysis of C. Bps, 3401. Retrieved from https://sensus.bps.go.id/topik/tabular/sp2020/2
Brant, K. K., & Castro, S. L. (2019). You can’t ignore millennials: Needed changes and a new way forward in entitlement research. Human Resource Management Journal, 29(4), 527–538. https://doi.org/10.1111/1748-8583.12262
Chatzopoulou, E., & de Kiewiet, A. (2021). Millennials’ evaluation of corporate social responsibility: The wants and needs of the largest and most ethical generation. Journal of Consumer Behaviour, 20(3), 521–534. https://doi.org/10.1002/cb.1882
Danladi, S., Prasad, M. S. V., Modibbo, U. M., Ahmadi, S. A., & Ghasemi, P. (2023). Attaining Sustainable Development Goals through Financial Inclusion: Exploring Collaborative Approaches to Fintech Adoption in Developing Economies. Sustainability (Switzerland), 15(17), 1–14. https://doi.org/10.3390/su151713039
Dash, A., & Mohanta, G. (2024). Fostering financial inclusion for attaining sustainable goals: What contributes more to the inclusive financial behaviour of rural households in India? Journal of Cleaner Production, 449(February), 141731. https://doi.org/10.1016/j.jclepro.2024.141731
Desai, R. (2024). Analysing consumer switching behaviour and financial antecedents to determine the intention to use central bank digital currency: evidence from the Indian economy. Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-05-2024-0669
Ezeh, P. C., & Nkamnebe, A. D. (2022). Determinants of Islamic banking adoption among non-Muslim customers in a Muslim zone. Journal of Islamic Accounting and Business Research, 13(4), 666–683. https://doi.org/10.1108/JIABR-10-2021-0280
Furqani, H. (2017). The Current Situation of Islamic Economics in Indonesia. IKAM Reports 5. Retrieved from https://ikam.org.tr/the-current-situation-of-islamic-economics-in-indonesia
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
Hassan, H. A., & Abbas, S. K. (2020). Factors influencing the investors’ intention to adopt Takaful (Islamic insurance) products. Journal of Islamic Marketing, 11(1), 1–13. https://doi.org/10.1108/JIMA-03-2018-0064
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Hooda, A., Gupta, P., Jeyaraj, A., Giannakis, M., & Dwivedi, Y. K. (2022). The effects of trust on behavioral intention and use behavior within e-government contexts. International Journal of Information Management, 67(May), 102553. https://doi.org/10.1016/j.ijinfomgt.2022.102553
Husin, M. M., & Rahman, A. A. (2013). What drives consumers to participate into family takaful schemes? A literature review. Journal of Islamic Marketing, 4(3), 264–280. https://doi.org/10.1108/JIMA-04-2012-0019
Ilmi, N., Ridlwan, A. A., Fahrullah, A., Timur, Y. P., & Alam, M. K. (2024). The Impact of Subjective Norm and Religiosity on Zakat Compliance of Muslim Entrepreneurs: The Mediating Role of Intention. Shirkah: Journal of Economics and Business, 9(2), 198–212. https://doi.org/10.22515/shirkah.v9i2.584
Ishak, N. S., Aliyu, S., & Musthafa, M. A. (2024). Does social capital, financial inclusion and risk behaviour influence trust in Takaful? Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-04-2024-0162
Jatmiko, W., Haidlir, B. M., Azizon, A., Laksmono, B. S., & Kasri, R. (2023). Intergenerational analysis of cash waqf behavior: lessons learned from Indonesia. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-03-2022-0086
Kim, S. (2018). Managing millennials’ personal use of technology at work. Business Horizons, 61(2), 261–270. https://doi.org/https://doi.org/10.1016/j.bushor.2017.11.007
Lee, H. (2020). Are Millennials Coming to Town? Residential Location Choice of Young Adults. Urban Affairs Review, 56(2), 565–604. https://doi.org/10.1177/1078087418787668
Lukman, B., & Elatrash, S. R. J. (2017). The goods and services tax (GST) on takāful products: a critical Sharīʿah appraisal. ISRA International Journal of Islamic Finance, 9(2), 205–209. https://doi.org/10.1108/ijif-08-2017-0027
MacKenzie, S. B., & Podsakoff, P. M. (2012). Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies. Journal of Retailing, 88(4), 542–555. https://doi.org/10.1016/j.jretai.2012.08.001
Md Husin, M., & Rahman, A. A. (2016). Predicting intention to participate in family takaful. International Journal of Social Economics, 43(12), 2–22.
Mehboob Shaikh, I., & Amin, H. (2024). Customers’ willingness to choose family takaful: extending the theory of interpersonal behaviour. Journal of Islamic Accounting and Business Research, 15(1), 100–118. https://doi.org/10.1108/JIABR-04-2022-0113
Memon, Y. J., Azhar, S. M., Haque, R., & Bhutto, N. A. (2020). Religiosity as a moderator between theory of planned behavior and halal purchase intention. Journal of Islamic Marketing, 11(6), 1821–1836. https://doi.org/10.1108/JIMA-01-2019-0006
Mohd Noh, M. S., Nor Azelan, S. H., & Zulkepli, M. I. S. (2025). A review on Gharar dimension in modern Islamic finance transactions. Journal of Islamic Accounting and Business Research, 16(5), 976–989. https://doi.org/10.1108/JIABR-01-2023-0006
Mohd Zain, F. A., Muhamad, S. F., Abdullah, H., Sheikh Ahmad Tajuddin, S. A. F., & Wan Abdullah, W. A. (2024). Integrating environmental, social and governance (ESG) principles with Maqasid al-Shariah: a blueprint for sustainable takaful operations. International Journal of Islamic and Middle Eastern Finance and Management, 17(3), 461–484. https://doi.org/10.1108/IMEFM-11-2023-0422
Mommaerts, C. (2016). Long-Term Care Insurance and the Family. Journal of Political Economy, 133(1), 1–52. https://doi.org/10.1086/732887
Mpofu, F. Y. (2022). Industry 4.0 in Financial Services: Mobile Money Taxes, Revenue Mobilisation, Financial Inclusion, and the Realisation of Sustainable Development Goals (SDGs) in Africa. Sustainability (Switzerland), 14(14). https://doi.org/10.3390/su14148667
Muhamat, A. A., & McIver, R. (2019). Linking governance qualities and stewardship attributes: findings from Malaysian takaful operators. Journal of Islamic Accounting and Business Research, 10(5), 736–755. https://doi.org/10.1108/JIABR-04-2016-0048
Muneeza, A., Kunhibava, S., Mohamed, I., & Mustapha, Z. (2024). Empowering the elderly: a cash waqf Takaful model for enhanced provision and protection in Malaysia. International Journal of Islamic and Middle Eastern Finance and Management, 68–90. https://doi.org/10.1108/IMEFM-02-2024-0114
Musa, H., Ahmad, N. H. B., & Nor, A. M. (2024). Expanding financial inclusion participation in Muslim-dominated communities through Islamic finance products (IFP) adoption. Journal of Islamic Accounting and Business Research, ahead-of-p(ahead-of-print). https://doi.org/10.1108/JIABR-09-2023-0308
Mustafa, M., & Najeeb, S. F. (2018). Sharīʿah-compliant deposit insurance scheme: a proposed additional modality. International Journal of Islamic and Middle Eastern Finance and Management, 11(3), 488–506. https://doi.org/10.1108/IMEFM-04-2017-0090
Nasrulloh, N., & Muttaqin, B. (2020). The Implementation of Education Insurance: A Case Study on Takaful Keluarga Insurance. Ekbis: Jurnal Ekonomi Dan Bisnis, 53(1), 1–9. Retrieved from http://dx.doi.org/10.1016/j.biochi.2015.03.025%250
Nugraheni, P., & Muhammad, R. (2020). Innovation in the takaful industry: a strategy to expand the takaful market in Indonesia. Journal of Islamic Marketing, 11(6), 1313–1326. https://doi.org/10.1108/JIMA-08-2018-0143
Nurillah, S. L., Aini, Z. N., Timur, Y. P., & Widiastuti, T. (2022). Online Review and Rating on Consumer Purchase Intention: the Moderating Role of Religiosity. Jurnal Ekonomi Dan Bisnis Airlangga, 32(2), 160–175. https://doi.org/10.20473/jeba.v32i22022.160-175
Nurillah, S. L., Timur, Y. P., & Yasin, A. (2021). Nazhir Image And Wakif Trust, Which Influences The Wakif’s Intention To Give Waqf. AFEBI Islamic Finance and Economic Review, 7(2), 115–126.
OJK. (2023). Draft Roadmap Pengembangan Perasuransian Indonesia. Departemen Pengaturan Dan Pengembangan IKNB, OJK, 1–63. Retrieved from www.ojk.go.id.
Omar, M. A., & Inaba, K. (2020). Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis. Journal of Economic Structures, 9(1). https://doi.org/10.1186/s40008-020-00214-4
Page, L., & Pande, R. (2018). Ending global poverty: Why money isn’t enough. Journal of Economic Perspectives, 32(4), 173–200. https://doi.org/10.1257/jep.32.4.173
Park, J., Yoo, J. W., Cho, Y., & Park, H. (2024). Understanding switching intentions between traditional banks and Internet-only banks among Generation X and Generation Z. International Journal of Bank Marketing, 42(5), 1114–1141. https://doi.org/10.1108/IJBM-06-2023-0338
Poan, R., Merizka, V. E., & Komalasari, F. (2022). The importance of trust factor in the intentions to purchase Islamic insurance (takaful) in Indonesia. Journal of Islamic Marketing, 13(12), 2630–2648. https://doi.org/10.1108/JIMA-01-2021-0026
Putri, C. S., Timur, Y. P., & Auwalin, I. (2023). Does Religiosity Respond to Excessive Consumption (Israf)? Analysis of Indonesia Family Life Survey 5. Indonesian Journal of Islamic Literature and Muslim Society, 6(2), 1–16. https://doi.org/10.22515/islimus.v6i2.5075
Rahman, M. H., & Binti Aziz, N. S. Z. (2025). A critical study of tabarrù (donation)-based takaful models: determining tàawun (mutual assistance) as the underlying notion of takaful. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-12-2023-0457
Raza, S. A., Ahmed, R., Ali, M., & Qureshi, M. A. (2020). Influential factors of Islamic insurance adoption: an extension of theory of planned behavior. Journal of Islamic Marketing, 11(6), 1497–1515. https://doi.org/10.1108/JIMA-03-2019-0047
Rifas, A. H., Ab Rahman, A., Buang, A. H., & Abdul Talib, M. (2023). Involvement of micro, small and medium entrepreneurs (MSMEs) in takaful in Sri Lanka: an extension of theory of planned behaviour. Journal of Islamic Marketing, 14(11), 2715–2740. https://doi.org/10.1108/JIMA-11-2021-0371
Salami, M. A., Tanrivermis, H., & Tanrivermis, Y. (2024). Evaluation of management soundness of Takaful industry in selected countries. Journal of Islamic Marketing, 15(4), 945–962. https://doi.org/10.1108/JIMA-04-2023-0137
Salman, S. A., Ab. Rashid, H. M., & Htay, S. N. N. (2018). The impact of internal forces on acceptance of takaful by insurance policy-holders in India. Journal of Islamic Accounting and Business Research, 9(5), 673–686. https://doi.org/10.1108/JIABR-03-2016-0027
Saoula, O., Abid, M. F., Ahmad, M. J., Shamim, A., Patwary, A. K., & Yusr, M. M. (2024). Forging customer satisfaction through commitment-trust factors in financial insurance services: moderating role of corporate image. Journal of Islamic Marketing, 15(2), 418–445. https://doi.org/10.1108/JIMA-08-2021-0257
Shela, V., Ramayah, T., Aravindan, K. L., Ahmad, N. H., & Alzahrani, A. I. (2023). Run! This road has no ending! A systematic review of PLS-SEM application in strategic management research among developing nations. Heliyon, 9(12), e22476. https://doi.org/10.1016/j.heliyon.2023.e22476
Susilowati, F. D., Fikriyah, K., Ajib, A., Yan, R., & Timur, P. (2023). The Effectiveness of Augmented Reality in Increasing Consumer Attitudes towards Halal Cosmetic Products and Purchase Intentions, (1), 25–35.
Talib, J.B., Aziz, S., & Md Husin, M. (2025). Evolution of takaful research: a bibliometric analysis. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/JIABR-01-2024-0018
Timur, Y. P., Ratnasari, R. T., Pitchay, A. A., Sari, D. P., & Rifqi, M. (2024). Factors Influencing Behavioral Intention to Apply Freemium Services in Islamic Lifestyle Digital Applications Using Unified Theory of Acceptance and Use of Technology (UTAUT). Journal of Information Systems Engineering and Business Intelligence, 10(3), 340–354. https://doi.org/10.20473/jisebi.10.3.340-354
Timur, Y. P., Ridlwan, A. A., Rahim, S. A., Fikriyah, K., Susilowati, F. D., Canggih, C., Nurafini, F., Badrul Munir, M. B. (2025). Determinants of Muslim investors in investing through green sukuk retail: an extended pro-environmental planned behavior approach. Journal of Islamic Marketing, ahead of print (ahead of print), ahead or print. https://doi.org/10.1108/JIMA-07-2024-0286
Timur, Y. P., Ridlwan, A. A., Suryaningsih, S. A., Fikriyah, K., Susilowati, F. D., & Rofiqo, A. (2025). Exploring tourist switching intention to halal tourism with the push-pull-mooring theory. Journal of Islamic Marketing, ahead or p(ahead or print), ahead or print. https://doi.org/10.1108/JIMA-09-2024-0415
Copyright (c) 2025 Fajriyani Nur Fadlilah, Siti Zulaikha, Nanda Lismatiara Zubaid, Yan Putra Timur

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with Jurnal Ekonomi dan Bisnis Airlangga agree to the following terms:The journal allows the author to hold the copyright of the article without restrictions.
The journal allows the author(s) to retain publishing rights without restrictions
The legal formal aspect of journal publication accessibility refers to Creative Commons Attribution Share-Alike (CC BY-SA).
Jurnal Ekonomi dan Bisnis Airlangga (JEBA) is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License

















