Main Article Content

Izra Berakon
Lu’liyatul Mutmainah
Abdul Qoyum
Hendy Mustiko Aji

Abstract

Cash Waqf-Linked Sukuk (CWLS), which integrates cash waqf instruments and sovereign Sukuk, is an innovative Islamic investment product with social and spiritual dimensions. This study investigates public intention to participate in Retail CWLS (SWR) using the Technology Acceptance Model (TAM) framework with the addition of other relevant constructs. An online survey was conducted using the purposive sampling technique and involved 130 respondents. The data were analysed using Partial Least Squares Structural Equation Modeling (PLS-SEM) supported by WarpPLS. The results indicate that Perceived Ease of Use (PEOU), Perceived Usefulness (PU), Perceived Transparency (PT), and Trust in the Indonesian Waqf Board and Waqf Institutions have a significant positive effect on individual Intention to participate in Retail CWLS. Furthermore, this study reveals that Trust could partially mediate the relationship between PU and individual Intention. However, Religiosity fails to moderate the relationship between PU and individual Intention to purchase SWR. The study also demonstrated other complementary statistical outputs such as split-sample, non-linear relationships among latent variables, effect size, and the Q-squared coefficient to ensure that the processed data were robust. Also, this finding indirectly implies that CWLS is not only targeted at the Muslim community but also for general investors from other religions and beliefs.

Downloads

Download data is not yet available.

Article Details

Section

Articles

Author Biography

Izra Berakon, UIN Sunan Kalijaga Yogyakarta, Indonesia

Lecturer and Researcher Faculty of Islamic Economics and Business

UIN Sunan Kalijaga Yogyakarta

How to Cite

Berakon, I., Mutmainah, L., Qoyum, A., & Aji, H. M. (2022). MUSLIM INTENTION TO PARTICIPATE IN RETAIL CWLS: THE TEST OF MEDIATION AND MODERATION EFFECTS. Journal of Islamic Monetary Economics and Finance, 8, 17-52. https://doi.org/10.21098/jimf.v8i0.1427

References

Agustiningsih, M. D., Savitrah, R. M., & Lestari, P. C. A. (2021). Indonesian young consumers’ intention to donate using Sharia Fintech. Asian Journal of Islamic Management (AJIM), 3(1), 34–44.

Aji, H. M., Muslichah, I., & Seftyono, C. (2020). The determinants of Muslim travellers’ intention to visit non-Islamic countries: A halal tourism implication. Journal of Islamic Marketing, 12(8), 1553-1576.

Al-Banna, H. (2019). Muslim customer behavior in halal food online purchasing. Journal of Islamic Monetary Economics and Finance, 5(3), 517–540.

Al-Sharafi, M. A., & Arshah, R. A. (2017). The effect of perceived ease of use and usefulness on customers intention to use online banking services: The mediating role of perceived trust. International Journal of Innovative Computing, 7(1), 9–14.

Amin, H., Abdul-Rahman, A. R., Ramayah, T., Supinah, R., & Mohd-Aris, M. (2014). Determinants of online waqf acceptance: An empirical investigation. Electronic Journal of Information Systems in Developing Countries, 60(1), 1-18.

Azizi, N. D., Shukor, S. A., & Sabri, H. (2019). Determinants of repeated endowers’ donation intention in cash waqf: A case study in Majlis Agama Islam dan Adat Melayu Perak (MAIPk). Jurnal Manajemen Bisnis, 10(2), 154-163.

Baber, H. (2019). Influence of religiosity on the behavior of buying sports apparel: A study of the muslim market segment in India. Organizations and Markets in Emerging Economies, 10(2), 212–226.

Baiti, E. N., & Syufaat. (2021). Cash waqf linked sukuk sebagai instrumen pemulihan ekonomi nasional akibat Covid-19 (Cash waqf linked sukuk as an instrument of national economic recovery due to Covid-19). Jurnal Hukum Ekonomi Syariah, 4(1), 37–70.

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.

Barro, R. J., & McCleary, R. M. (2003). Religion and economic growth across countries. American Sociological Review, 68(5), 760–781.

Beldad, A. D., & Hegner, S. M. (2017). Expanding the technology acceptance model with the inclusion of trust, social influence and health valuation to determine the predictors of german users’ willingness to continue using a fitness app: A structural equation modeling approach. International Journal of Human-Computer Interaction, 34(9), 882–893.

Berakon, I., Aji, H. M., & Hafizi, M. R. (2021). Impact of digital Sharia banking systems on cash-waqf among Indonesian Muslim youth. Journal of Islamic Marketing, 13(7), 1551-1573.

Charities Aid Fondation. (2021). CAF World Giving Index 2021: A Global Pandemic Special Report. https://www.cafonline.org/about-us/publications/2021-publications/caf-world-giving-index-2021

Chowdhury, M. S. R., Ghazali, M. F., & Ibrahim, M. F. (2011). Economics of cash waqf management in malaysia : A proposed cash waqf model for practitioners and future researchers. African Journal of Business Management, 5(30), 12155–12163.

Cizakca, M. (2000). A history of philanthropic foundations: the islamic world from the seventh century to the present. Istanbul: Boğaziçi University Press.

Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale: Lawrence Erlbaum Associates.

Cooper, D. R., & Schindler, P. S. (2014). Business research methods (12th ed.). New York: McGraw-Hill.

Cresswell, J.W. & Creswell, J. D. (2018). Research design: Qualitative, quantitative and mixed method approaches (5th ed). London: SAGE Publications, Inc.

Darmansyah, Fianto, B. A., Hendratmi, A., & Aziz, P. F. (2020). Factors determining behavioral intentions to use Islamic financial technology: Three competing models. Journal of Islamic Marketing, 12(4), 794-812.

Davis, F. D. (1985). A technology acceptance model for empirically testing new end-user information systems: Theory and results. PhD, Massachusetts Institute of Technology.

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.

Dennis, D., Qoyum, A., & Sakti, M. P. (2018). Determinant of cash waqf nahdatul ulama (case of Muslim students in Indonesia). Madania: Jurnal Kajian KeIslaman, 22(1), 19-32.

Dewanti, P., & Indrajit, R. E. (2018). The effect of gyz generation characteristics to e-commerce c-to-c: A review. Ikraith-Informatika, 2(2), 56–60.

Dimock, M. (2019). Defining generations: Where Millennials end and Generation Z begins. Retrieved from https://www.pewresearch.org/fact-tank/2019/01/17/where-millennials-end-and-generation-z-begins/

Dinar Standard. (2020). State of the Global Islamic Economy Report 2020/21: Thriving in Uncertainty.

Dolot, A. (2018). New trends in management The Characteristics of generation Z. E-Mentor, 2(2), 44–50.

Dwidienawati, D., & Gandasari, D. (2018). Understanding Indonesia’s generation Z. International Journal of Engineering & Technology, 7(3.25), 245–252.

Fahrullah, A., Anwar, M. K., Ridlwan, A. A., Prabowo, P. S., & Yasin, A. (2020). How ramadan and global pandemic affect religiosity and donating behaviors. Shirkah, Journal of Economics and Business, 5(2), 250–270.

Faturohman, T., Hassandi, I., & Yulianti, Y. (2020). User acceptance of online waqf application: Evidence From Indonesia. Journal of Islamic Monetary Economics and Finance, 6(3), 503–530.

Financial Service Authority. (2020). Laporan perkembangan keuangan syariah Indonesia 2020 (Indonesia sharia financial development report 2020).

Fornell, C. D., & Lacker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18, 39–50.

Haidlir, B. M., Laksmono, B. S., Kasri, R. A., Azizon, A., & Hartono, D. (2021). Public behaviour on cash waqf: Evidence from Indonesia. JEJAK: Journal of Economics and Policy, 14(2), 316–332.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2013). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks: Sage.

Hair, Joe F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152.

Hair, Joseph F., Ringle, C. M., & Sarstedt, M. (2013). Partial least squares structural equation modeling: Rigorous applications, better results and higher acceptance. Long Range Planning, 46(1–2), 1–12.

Hair, Joseph 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.

Hakkak, M., Vahdati, H. A., & Biranvand, V. P. (2013). An extended technology acceptance model for detecting influencing factors: An empirical investigation. Management Science Letters, 3, 2795–2804.

Himam, N. S., & Umam, K. (2018). Modelling sukuk waqf for pesantren economic development. Journal of Islamic Economics and Philanthropy, 1(3), 11-12.

Hinkin, J. T. (1995). A review of scale development in the study of behavior in organizations. Journal of Management, 21(5), 967–988.

Hiyanti, H., Fitrijanti, T., & Sukmadilaga, C. (2020). Pengaruh literasi dan religiusitas terhadapintensi berwakaf pada cash waqf linked sukuk (The effect of literacy and religiosity toward waqf intentions on cash waqf linked sukuk). Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi), 4(3), 493–507.

Hsieh, J.-Y., & Liao, P.-W. (2011). Antecedents and moderators of online shopping behavior in undergraduate students. Social Behavior and Personality, 39(9), 1271–1280.

Hulland, J. (1999). Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic Management Journal, 20, 195–204.

Hussein, Z. (2017). Leading to intention: The role of attitude in relation to technology acceptance model in e-learning. Procedia Computer Science, 105(December 2016), 159–164.

Indonesian Ministry of National Development Planning. (2019). Indonesia Islamic Economic Masterplan 2019-2024. Jakarta.

Indonesian Waqf Board. (2016). Himpunan peraturan perundang-undangan tentang wakaf (Association of waqf legislations). Jakarta: Badan Wakaf Indonesia (Indonesia Waqf Board).

Islamic Corporation for the Development of the Privat Sector. (2020). Islamic finance development report 2020: Progressing through development.

Jamal, A., & Sharifuddin, J. (2015). Perceived value and perceived usefulness of halal labeling: The role of religion and culture. Journal of Business Research, 68(5), 933–941.

Johan, Z. J., Hussain, M. Z., Mohd, R., & Kamaruddin, B. H. (2020). Muslims and non-Muslims intention to hold Shariah-compliant credit cards: A SmartPLS approach. Journal of Islamic Marketing, 12(9), 1751-1785.

Johari, F., Alias, M. H., Shukor, S. A., Wahab, K. A., Aziz, M. R. A., Ahmad, N., Ibrahmi, P. (2015). Factors that influence repeat contribution of cash waqf in Islamic philanthropy. Malaysian Accounting Review, 14(2), 55–78.

Kang, J., & Hustvedt, G. (2014). Building trust between consumers and corporations: the role of consumer perceptions of transparency and social responsibility. Journal of Business Ethics, 125(2), 253–265.

Kasri, R. A., & Chaerunnisa, S. R. (2020). The role of knowledge, trust and religiosity in explaining the online cash waqf amongst Muslim millennials. Journal of Islamic Marketing, 13(6), 1334-1350.

Kasri, R. A., & Yuniar, A. M. (2021). Determinants of digital zakat payments: Lessons from Indonesian experience. Journal of Islamic Accounting and Business Research, 12(3), 362–379.

King, W. R., & He, J. (2006). A meta-analysis of the technology acceptance model. Information and Management, 43(6), 740–755.

Kock, N. (2020). WarpPLS User Manual 7.0. In ScriptWarp Systems (p. 94). Laredo, Texas.

Kock, N., & Lynn, G. S. (2012). Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations. Journal of the Association for Information Systems, 13(7), 546–580.

Maspupah, I., & Hasanah, S. M. (2016). The reinforcement of Islam philanthropy by means of waqf optimizing based on sukuk. Journal of Islamic Economics Lariba, 2(2), 1-14.

Ministry of Finance. (2021a). Annual report cash waqf linked sukuk.

Ministry of Finance. (2021b). Cash waqf linked sukuk SWR002 series.

Ministry of Finance. (2022). Public Interest in Waqf Has Significantly Increased, SWR003 Successfully Achieved the Largest Order Results Throughout the Issuance of Retail CWLS. https://www.kemenkeu.go.id/informasi-publik/publikasi/pengumuman/Keterangan-Pers-Hasil-Penerbitan-CWLS-Ritel-seri-S

Moorman, C., Zaltman, G., & Deshpande, R. (1992). Relationships between providers and users of market research: The dynamics of trust within and between organizations. Journal of Marketing Research, 29(3), 314–328.

Musari, K. (2019). The evolution of waqf and sukuk toward sukuk-waqf in modern Islamic economy. International Journal of `Umranic Studies, 2(1), 45-54.

Neuman, W. L. (2006). Social research methods (6th ed.). Boston: Pearson Education.

Niswah, F. M., Mutmainah, L., & Legowati, D. A. (2019). Muslim millennial’s intention of donating for charity using fintech platform. Journal of Islamic Monetary Economics and Finance, 5(3), 623–644.

Niswah, F., Mutmainah, L., Hadyantari, F., Nurwahidin, N., & Huda, N. (2020). Do Indonesian muslims have intention to participate in cash waqf through fintech? In ICSGS 2019 (pp. 97–114). Jakarta: EAI.

Nunnally, J. C. (1978). Psychometric theory (2nd ed). New York: McGraw-Hill.

Nurfadilah, D., & Samidi, S. (2021). How the Covid-19 crisis is affecting customers’ intention to use islamic fintech services: Evidence from Indonesia. Journal of Islamic Monetary Economics and Finance, 7(1), 83–114.

Nurrachmi, I., Setiawan, & Saripudin, U. (2020). Motivation for purchasing halal products: The influence of religiosity, trust and satisfaction. Humanities and Social Sciences Reviews, 8(5), 210–218.

Osman, A. F., & Muhammed, M. O. (2017). Measuring a cash waqf giving behavior among muslim donors in Malaysia: A theory of planned behavior approach using structural equation modeling. Journal of Muamalat and Islamic Finance Research (JMFIR), 14(2), 39–63.

Paul, W., Faudji, R., & Bisri, H. (2021). Cash waqf linked sukuk alternative development of sustainable islamic economic development sustainable development goals (SDG’s). International Journal of Nusantara Islam, 09(01), 134–148.

Pew Research Center. (2011). The future of the global muslim population projections for 2010-2030. Washington, D.C.

Pramintasari, T., & Fatmawati, I. (2017). Pengaruh keyakinan religius, peran sertifikasi halal, paparan informasi, dan alasan kesehatan terhadap kesadaran masyarakat pada produk makanan halal (The influence of religious beliefs, the halal certification, information exposure, and health reasons on public awareness of halal food products). Jurnal Manajemen Bisnis, 8(1), 1–33.

Purnomowati, I., MS, M., Budiarty, I., & Prasetyo, T. (2020). Integrity, personal religiosity values and reputation as determinants of enhancing trust on awaqf institutions: Are Indonesians showing intentions to endow fund? Talent Development & Excellence, 12(1), 1786–1797.

Purwanto, P., Sulthon, M., & Wafirah, M. (2021). Behavior intention to use online zakat: Application of technology acceptance model with development. Ziswaf: Jurnal Zakat dan Wakaf, 8(1), 44-60.

Rahman, A. A., Asrarhaghighi, E., & Ab Rahman, S. (2015). Consumers and halal cosmetic products: Knowledge, religiosity, attitude and intention. Journal of Islamic Marketing, 6(1), 148–163.

Rashid, S. K. (2018). Potential of waqf in contemporary world. JKAU: Islamic Economics, 31(2), 53–69.

Raza, S. A., Shah, N., & Ali, M. (2018). Acceptance of mobile banking in Islamic banks: Evidence from modified UTAUT model. Journal of Islamic Marketing, 10(1), 357–376.

Renko, S., & Popovic, D. (2015). Exploring the consumers’ acceptance of electronic retailing using technology acceptance model. Poslovna Izvrsnost, 9(1), 29–40.

Sadeq, A. M. (2002). Waqf, perpetual charity and poverty alleviation. International Journal of Social Economics, 29(1/2), 135–151.

Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill building approach. Seventh edition. West Sussex: John Wiley & Sons Ltd.

Shaikh, I. M., Qureshi, M. A., Noordin, K., Shaikh, J. M., Khan, A., & Shahbaz, M. S. (2020). Acceptance of Islamic financial technology (FinTech) banking services by Malaysian users: An extension of technology acceptance model. Foresight, 22(3), 367–383.

Sholihin, M., Pike, R., Mangena, M., & Li, J. (2011). Goal-setting participation and goal commitment: Examining the mediating roles of procedural fairness and interpersonal trust in a UK financial services organisation. British Accounting Review, 43(2), 135–146.

Shukor, S. A., Anwar, I. F., Aziz, S. A., & Sabri, H. (2017). Muslim attitude towards participation in cash WAQF: Antecedents and consequences. International Journal of Business and Society, 18(S1), 193–204.

Suhartanto, D., Dean, D., Ismail, T. A. T., & Sundari, R. (2019). Mobile banking adoption in Islamic banks: Integrating TAM model and religiosity-intention model. Journal of Islamic Marketing, 11(6), 1405-1418.

Sulaeman. (2021). Factors determining behavioral intentions to use Islamic crowdfunding platform in times of Covid-19 in Indonesia: Evidence from TAM approach. Jurnal Ekonomi & Keuangan Islam, 7(1), 31–44.

Syafira, F. N., Ratnasari, R. T., & Ismail, S. (2020). The effect of religiosity and trust on intention to pay in ZISWAF collection through digital payments. JEBIS: Jurnal Ekonomi dan Bisnis Islam, 6(1), 98–115.

Syairozi, M. I., Cahya, S. B. (2016). Sukuk alIntifaa: Integrasi sukuk dan wakaf dalam meningkatkan produktivitas sektor wakaf pendorong investasi pada pasar modal syariah. Jurnal Penelitian Ilmu Manajemen, 2(2), 386-397.

Taherdoost, H. (2018). A review of technology acceptance and adoption models and theories. Procedia Manufacturing, 22, 960–967.

Tanjung, H., & Windiarto, A. (2021). Role of cash waqf linked sukuk in economic development and international trade. Signifikan: Jurnal Ilmu Ekonomi, 10(2), 275–290.

Thaker, M. A. (2018). A qualitative inquiry into cash waqf model as a source of financing for micro enterprises. ISRA International Journal of Islamic Finance, 10(1), 19–35.

Thaker, M. A., Mohd Thas Thaker, H., A.Pitchay, A., & Khaliq, A. (2019). A proposed integrated zakat-crowdfunding model (IZCM) for effective collection and distribution of zakat fund in malaysia. International Journal of Zakat and Islamic Philanthropy, 1(2), 1–12.

Umar, A., & Aliyu, S. U. R. (2019). Sukuk : A veritable tool for effective waqf fund management in Nigeria. Iqtishadia, 12(1), 1–11.

Usman, H., Mulia, D., Chairy, C., & Widowati, N. (2020). Integrating trust, religiosity and image into technology acceptance model: The case of the Islamic philanthropy in Indonesia. Journal of Islamic Marketing, 13(2), 381-409.

Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315.

Venkatesh, V., & Davis, F. D. (2000). Theoretical extension of the Technology Acceptance Model: Four longitudinal field studies. Management Science, 46(2), 186–204.

Ventre, I., & Kolbe, D. (2020). The impact of perceived usefulness of online reviews, trust and perceived risk on online purchase intention in emerging markets: A Mexican perspective. Journal of International Consumer Marketing, 32(4), 287–299.

Wadi, D. A., & Nurzaman, M. S. (2020). Millennials behaviour towards digital waqf innovation. International Journal of Islamic Economics and Finance (IJIEF), 3(3), 1–30.

Wilson, N. (2019). The impact of perceived usefulness and perceived ease-of-use toward repurchase intention in the Indonesian e-commerce industry. Jurnal Manajemen Indonesia, 19(3), 241-249.

Witjaksono, B. (2017). Factors which influence the intention of community in cash waqf in sharia banking with theory planned behaviour (TPB) modification approach. Jurnal Ekonomi, 9(2), 119–128.

Yasin, R. M. (2021). Cash waqf linked sukuk: Issues, challenges and future. JEBIS: Jurnal Ekonomi dan Bisnis Islam, 7(1), 100–112.

Yunita, P. (2020). Cash waqf linked sukuk (CWLS) model: For Indonesia sustainable food security. Al-Awqaf: Jurnal Wakaf dan Ekonomi Islam, 13(1), 59-72.

Zabri, M. Z., & Mohammed, M. O. (2018). Examining the behavioral intention to participate in a cash waqf-financial cooperative-musharakah mutanaqisah home financing model. Managerial Finance, 44(6), 809-829.

Zhou, L., Wang, W., Xu, J. D., Liu, T., & Gu, J. (2018). Perceived information transparency in B2C e-commerce: An empirical investigation, Information & Management, 55(7), 912-927.