Main Article Content
Abstract
Introduction
Zakat plays a fundamental role in promoting economic justice and social welfare in Muslim communities. Muhammadiyah, as one of the largest Islamic organizations in Indonesia, actively manages zakat through its philanthropic institution. Despite this, zakat compliance remains uneven, prompting the need to understand what drives individuals' intentions to pay zakat within religious organizations.
Objectives
This study aims to analyze the behavioral intentions to pay zakat among members of the Muhammadiyah organization. It specifically examines how attitude, subjective norms, and perceived behavioral control influence the intention to pay zakat, using the Theory of Planned Behavior as the guiding framework.
Method
A quantitative approach was employed with a structured online questionnaire distributed to 200 members of Muhammadiyah. The data collected were analyzed using Structural Equation Modeling with the Partial Least Squares method to assess the relationships between the three behavioral constructs and zakat intention.
Results
The findings reveal that perceived behavioral control and subjective norms significantly influence the intention to pay zakat among Muhammadiyah members. Perceived behavioral control emerged as the strongest predictor, indicating that the ability and convenience to pay zakat play a critical role. Subjective norms also had a notable positive impact, suggesting that social expectations and religious community influence enhance zakat intention. Contrary to common assumptions, attitude did not have a significant effect on behavioral intention in this context. The model explained 49 percent of the variance in zakat intention, demonstrating a moderate level of predictive power.
Implications
These results suggest that increasing zakat compliance in Islamic organizations such as Muhammadiyah requires strategies that enhance accessibility and social reinforcement. Strengthening the influence of religious leaders, promoting collective obligations, and improving ease of payment through institutional services can foster a stronger intention to fulfill zakat.
Originality/Novelty
This study contributes to the literature by applying the Theory of Planned Behavior to a specific religious organizational context. It provides new insights by highlighting that perceived control and normative influence are more decisive than individual attitudes in shaping zakat behavior among committed Muslim communities. This research offers a valuable reference for designing effective zakat campaigns and improving philanthropic engagement in Islamic institutions.
Keywords
Article Details
Copyright (c) 2025 Ahmad Danu Syaputra, Misnen Ardiansyah, Nurus Sa'adah

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References
Ahmed, H. (2004). Role of zakah and awqaf in poverty alleviation. Islamic Development Bank Institute. https://isdbinstitute.org/product/role-of-zakah-and-awqaf-in-poverty-alleviation/
Ajzen, I. (1985). From intentions to actions: A theory of planned behavior. In J. Kuhl & J. Beckmann (Eds.), Action Control (pp. 11–39). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-69746-3_2
DOI: https://doi.org/10.1007/978-3-642-69746-3_2Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
DOI: https://doi.org/10.1016/0749-5978(91)90020-TAlzahrani, H. (2020). A comparison of three models in multivariate binary longitudinal data analysis: Application to FDCS study. OALib, 7(2), 1–13. https://doi.org/10.4236/oalib.1106030
DOI: https://doi.org/10.4236/oalib.1106030Andam, A. C., & Osman, A. Z. (2019). Determinants of intention to give zakat on employment income: Experience from Marawi City, Philippines. Journal of Islamic Accounting and Business Research, 10(4), 528–545. https://doi.org/10.1108/JIABR-08-2016-0097
DOI: https://doi.org/10.1108/JIABR-08-2016-0097Andriansyah, Y. (2024). Factors motivating muslims to pay zakat: A narrative review based on the Scopus database. Journal of Contemporary Applied Islamic Philanthropy, 2(2), 51–70. https://doi.org/10.62265/jcaip.v2i2.82
DOI: https://doi.org/10.62265/jcaip.v2i2.82Annahl, M. A. F., Al Anshory, A. C., & Aulia, M. (2021). Why do muzaki pay zakat through institutions? The theory of planned behaviour application. Journal of Islamic Monetary Economics and Finance, 7(Special Issue 1), 203–226. https://doi.org/10.21098/jimf.v7i0.1313
DOI: https://doi.org/10.21098/jimf.v7i0.1313Azman, F. M. N., & Bidin, Z. (2015). Factors influencing zakat compliance behavior on saving. International Journal of Business and Social Research, 5(1), 118–128. https://doi.org/10.18533/ijbsr.v5i1.688
Beylik, U., Cirakli, U., Cetin, M., Ecevit, E., & Senol, O. (2022). The relationship between health expenditure indicators and economic growth in OECD countries: A Driscoll-Kraay approach. Frontiers in Public Health, 10, 1050550. https://doi.org/10.3389/fpubh.2022.1050550
DOI: https://doi.org/10.3389/fpubh.2022.1050550Bin-Nashwan, S. A., Abdul-Jabbar, H., & Aziz, S. A. (2021). Does trust in zakat institution enhance entrepreneurs’ zakat compliance? Journal of Islamic Accounting and Business Research, 12(5), 768–790. https://doi.org/10.1108/JIABR-09-2020-0282
DOI: https://doi.org/10.1108/JIABR-09-2020-0282Bin-Nashwan, S. A., Abdul-Jabbar, H., Dziegielewski, S. F., & Aziz, S. A. (2021). Moderating effect of perceived behavioral control on Islamic tax (zakah) compliance behavior among businessmen in Yemen. Journal of Social Service Research, 47(2), 292–302. https://doi.org/10.1080/01488376.2020.1767260
DOI: https://doi.org/10.1080/01488376.2020.1767260Bonang, D., Baihaqi, M., & Pusparini, M. D. (2023). Determinants of zakat compliance among business owners in Indonesia. Share: Jurnal Ekonomi Dan Keuangan Islam, 12(2), 288–307. https://doi.org/10.22373/share.v12i2.16917
DOI: https://doi.org/10.22373/share.v12i2.16917Cahyani, U. E., Sari, D. P., & Afandi, A. (2022). Determinant of behavioral intention to use digital zakat payment: The moderating role of knowledge of zakat. Ziswaf: Jurnal Zakat Dan Wakaf, 9(1), 1–16. https://doi.org/10.21043/ziswaf.v9i1.13330
DOI: https://doi.org/10.21043/ziswaf.v9i1.13330Carter, S. R. (2016). Using confirmatory factor analysis to manage discriminant validity issues in social pharmacy research. International Journal of Clinical Pharmacy, 38(3), 731–737. https://doi.org/10.1007/s11096-016-0302-9
DOI: https://doi.org/10.1007/s11096-016-0302-9Cheah, J.-H., Sarstedt, M., Ringle, C. M., Ramayah, T., & Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses. International Journal of Contemporary Hospitality Management, 30(11), 3192–3210. https://doi.org/10.1108/IJCHM-10-2017-0649
DOI: https://doi.org/10.1108/IJCHM-10-2017-0649Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2024). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 41(2), 745–783. https://doi.org/10.1007/s10490-023-09871-y
DOI: https://doi.org/10.1007/s10490-023-09871-yChin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates Publishers.
Choiriyah, E. A. N., Kafi, A., Hikmah, I. F., & Indrawan, I. W. (2020). Zakat and poverty alleviation in Indonesia: A panel analysis at provincial level. Journal of Islamic Monetary Economics and Finance, 6(4), 811–832. https://doi.org/10.21098/jimf.v6i4.1122
DOI: https://doi.org/10.21098/jimf.v6i4.1122Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Addison-Wesley Publishing Company.
Fornell, C., & Bookstein, F. L. (1982). Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing Research, 19(4), 440–452. https://doi.org/10.1177/002224378201900406
DOI: https://doi.org/10.1177/002224378201900406Hadi, R., Shafrani, Y. S., Hilyatin, D. L., Riyadi, S., & Basrowi, B. (2024). Digital zakat management, transparency in zakat reporting, and the zakat payroll system toward zakat management accountability and its implications on zakat growth acceleration. International Journal of Data and Network Science, 8(1), 597–608. https://doi.org/10.5267/j.ijdns.2023.8.025
DOI: https://doi.org/10.5267/j.ijdns.2023.8.025Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7
DOI: https://doi.org/10.1007/978-3-030-80519-7Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202
DOI: https://doi.org/10.2753/MTP1069-6679190202Hakim, L., & Setyaningsih, A. I. (2022). Effectiveness of online zakat during the COVID-19 pandemic by amil zakat institutions in Boyolali, Indonesia. Journal of Islamic Economics Lariba, 8(2), 241–254. https://doi.org/10.20885/jielariba.vol8.iss2.art6
DOI: https://doi.org/10.20885/jielariba.vol8.iss2.art6Hasyim, F., Awwal, M. A.-F., & Al Amin, N. H. (2020). ZISWAF digital payment as an effort to reach Millennials. Economica: Jurnal Ekonomi Islam, 11(2), 183–210. https://doi.org/10.21580/economica.2020.11.2.5752
DOI: https://doi.org/10.21580/economica.2020.11.2.5752Heikal, M. & Falahuddin. (2014). The intention to pay zakat commercial: An application of revised theory of planned behavior. Journal of Economics and Behavioral Studies, 6(9), 727–734. https://doi.org/10.22610/jebs.v6i9.532
DOI: https://doi.org/10.22610/jebs.v6i9.532Henseler, 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
DOI: https://doi.org/10.1007/s11747-014-0403-8Hilkenmeier, F., Bohndick, C., Bohndick, T., & Hilkenmeier, J. (2020). Assessing distinctiveness in multidimensional instruments without access to raw data – A manifest Fornell-Larcker criterion. Frontiers in Psychology, 11, 223. https://doi.org/10.3389/fpsyg.2020.00223
DOI: https://doi.org/10.3389/fpsyg.2020.00223Huda, N., Rini, N., Mardoni, Y., & Putra, P. (2012). The analysis of attitudes, subjective norms, and behavioral control on muzakki’s intention to pay zakah. International Journal of Business and Social Science, 3(22), 271–279. https://ijbssnet.com/journals/Vol_3_No_22_Special_Issue_November_2012/24.pdf
Ilieva, G., Yankova, T., Ruseva, M., Dzhabarova, Y., Zhekova, V., Klisarova-Belcheva, S., Mollova, T., & Dimitrov, A. (2024). Factors influencing user perception and adoption of E-government services. Administrative Sciences, 14(3), 54. https://doi.org/10.3390/admsci14030054
DOI: https://doi.org/10.3390/admsci14030054Ilmi, M. N., & Maesaroh, I. (2024). Donor fund empowerment strategy in increasing donor trust: A case study on Lazismu Sidoarjo. Journal of Islamic Economics Lariba, 10(2), 951–974. https://doi.org/10.20885/jielariba.vol10.iss2.art18
DOI: https://doi.org/10.20885/jielariba.vol10.iss2.art18Ilmi, N., Ridlwan, A. A., Fahrullah, A., Timur, Y. P., & Alam, Md. 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
DOI: https://doi.org/10.22515/shirkah.v9i2.584Indarningsih, N. A., Ma’wa, M. A. F., & Waliyuddinsyah, Muh. N. (2023). Zakat, infaq, shadaqah, and waqf using financial technology: Millennial generation perspective. Review of Islamic Social Finance and Entrepreneurship, 2(1), 13–28. https://doi.org/10.20885/RISFE.vol2.iss1.art2
DOI: https://doi.org/10.20885/RISFE.vol2.iss1.art2Irianti, M., & Al Jumroh, S. F. (2022). Generous philanthropy lAZISMU as a form of social solidarity for Muhammadiyah citizens in Sorong Regency. Istawa : Jurnal Pendidikan Islam, 7(1), 106–117. https://doi.org/10.24269/ijpi.v7i1.5244
DOI: https://doi.org/10.24269/ijpi.v7i1.5244Kamal, S., Berakon, I., Hamid, A., & Muttaqin, Z. (2024). How do muzakki pay professional zakat? (The qualitative inquiries using the Bloom model). Journal of Islamic Marketing, 15(3), 866–885. https://doi.org/10.1108/JIMA-02-2022-0046
DOI: https://doi.org/10.1108/JIMA-02-2022-0046Kashif, M., & De Run, E. C. (2015). Money donations intentions among Muslim donors: An extended theory of planned behavior model. International Journal of Nonprofit and Voluntary Sector Marketing, 20(1), 84–96. https://doi.org/10.1002/nvsm.1519
DOI: https://doi.org/10.1002/nvsm.1519Kasri, 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. https://doi.org/10.1108/JIABR-08-2020-0258
DOI: https://doi.org/10.1108/JIABR-08-2020-0258Khan, A. A. (2012). Religious obligation or altruistic giving? Muslims and charitable donations. In M. Barnett & J. Stein (Eds.), Sacred aid: Faith and humanitarianism (pp. 90–114). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199916023.001.0001
DOI: https://doi.org/10.1093/acprof:oso/9780199916023.003.0004Knowles, S. R., Hyde, M. K., & White, K. M. (2012). Predictors of young people’s charitable intentions to donate money: An extended theory of planned behavior perspective. Journal of Applied Social Psychology, 42(9), 2096–2110. https://doi.org/10.1111/j.1559-1816.2012.00932.x
DOI: https://doi.org/10.1111/j.1559-1816.2012.00932.xLahjouji, H., & Kahf, M. (2021). Poverty alleviation through potential zakat collection. International Journal of Islamic Economics, 3(2), 164–176. https://doi.org/10.32332/ijie.v3i2.3509
DOI: https://doi.org/10.32332/ijie.v3i2.3509Lopes, J. M., Laurett, R., Ferreira, J. J., Silveira, P., Oliveira, J., & Farinha, L. (2023). Modeling the predictors of students’ entrepreneurial intentions: The case of a peripheral European region. Industry and Higher Education, 37(2), 208–221. https://doi.org/10.1177/09504222221117055
DOI: https://doi.org/10.1177/09504222221117055Mat Daud, M. S., & Wahid, H. (2025). The influence of zakāt management institutions on zakāt compliance intention during the COVID-19 lockdown in Malaysia: A multilevel analysis. SAGE Open, 15(1), 21582440251324979. https://doi.org/10.1177/21582440251324979
DOI: https://doi.org/10.1177/21582440251324979Memon, M. A., Ting, H., Ramayah, T., Chuah, F., & Cheah, J.-H. (2017). A review of the methodological misconceptions and guidelines related to the application of structural equation modeling: A Malaysian scenario. Journal of Applied Structural Equation Modeling, i–xiii. https://doi.org/10.47263/JASEM.1(1)01
DOI: https://doi.org/10.47263/JASEM.1(1)01Mittelman, R., & Rojas-Méndez, J. (2018). Why Canadians give to charity: An extended theory of planned behaviour model. International Review on Public and Nonprofit Marketing, 15(2), 189–204. https://doi.org/10.1007/s12208-018-0197-3
DOI: https://doi.org/10.1007/s12208-018-0197-3Mohd Dzin, N. H., & Lay, Y. F. (2021). Validity and reliability of adapted self-efficacy scales in Malaysian context using PLS-SEM approach. Education Sciences, 11(11), 676. https://doi.org/10.3390/educsci11110676
DOI: https://doi.org/10.3390/educsci11110676Mutmainah, L., Berakon, I., & Yusfiarto, R. (2024). Does financial technology improve intention to pay zakat during national economic recovery? A multi-group analysis. Journal of Islamic Marketing, 15(6), 1583–1607. https://doi.org/10.1108/JIMA-09-2022-0268
DOI: https://doi.org/10.1108/JIMA-09-2022-0268Muzaffar, N. (2015). Developing an extended model of Theory of Planned behavior to explore green purchase behavior of Pakistani consumers. American Journal of Business and Management, 4(2), 85–101. https://doi.org/10.11634/216796061706654
DOI: https://doi.org/10.11634/216796061504654Nuryahya, E., Mahri, A. J. W., & Nurasyiah, A. (2019). Influencing factors of muzaki use and receive zakat payment platform. International Conference of Zakat, 203–215. https://doi.org/10.37706/iconz.2019.176
DOI: https://doi.org/10.37706/iconz.2019.176Nuryana, F. (2016). Pengaruh sikap, norma subjektif dan kontrol perilaku terhadap niat kepatuhan muzakki pegawai negeri sipil (PNS) dalam membayar zakat profesi pada badan amil zakat (BAZ) Kabupaten Sumenep [The influence of attitudes, subjective norms and behavioral control on compliance intentions of civil servant muzakki (PNS) in paying professional zakat at the amil zakat agency (BAZ) Sumenep Regency]. NUANSA: Jurnal Penelitian Ilmu Sosial Dan Keagamaan Islam, 13(2), 383–416. https://doi.org/10.19105/nuansa.v13i2.1105
DOI: https://doi.org/10.19105/nuansa.v13i2.1105Oktavendi, T. W., & Mu’ammal, I. (2022). Acceptance model for predicting adoption of zakat, infaq, and sodaqoh (ZIS) digital payments in Generation Z. Journal of Islamic Accounting and Business Research, 13(4), 684–700. https://doi.org/10.1108/JIABR-09-2021-0267
DOI: https://doi.org/10.1108/JIABR-09-2021-0267Pacherie, E., & Haggard, P. (2010). What are intentions? In W. Sinnott-Armstrong & L. Nadel (Eds.), Conscious will and responsibility: A tribute to Benjamin Libet (pp. 70–84). Oxford University Press. https://academic.oup.com/book/2344/chapter/142507193
DOI: https://doi.org/10.1093/acprof:oso/9780195381641.003.0008Radomir, L., & Moisescu, O. I. (2019). Discriminant validity of the customer-based corporate reputation scale: Some causes for concern. Journal of Product & Brand Management, 29(4), 457–469. https://doi.org/10.1108/JPBM-11-2018-2115
DOI: https://doi.org/10.1108/JPBM-11-2018-2115Rakhmawati, R., & Rizky, A. W. (2023). The intention of university students to donate at zakat institution through digital payment. Journal of Islamic Economics Lariba, 9(1), 201–220. https://doi.org/10.20885/jielariba.vol9.iss1.art12
DOI: https://doi.org/10.20885/jielariba.vol9.iss1.art12Rocha, L. F. D. D., Hernandez, J. A. E., & Falcone, E. M. D. O. (2021). Latent structure evidence of the Depression, Anxiety and Stress Scales—Short Form. Estudos de Psicologia (Campinas), 38, e190103. https://doi.org/10.1590/1982-0275202138e190103
DOI: https://doi.org/10.1590/1982-0275202138e190103Rokhman, W. (2022). Determinants of zakat paying intentions: Evidences from SMEs’ workers in Central Java, Indonesia. Ziswaf: Jurnal Zakat Dan Wakaf, 9(2), 214–228. https://doi.org/10.21043/ziswaf.v9i2.19933
DOI: https://doi.org/10.21043/ziswaf.v9i2.19933Rönkkö, M., & Cho, E. (2022). An updated guideline for assessing discriminant validity. Organizational Research Methods, 25(1), 6–14. https://doi.org/10.1177/1094428120968614
DOI: https://doi.org/10.1177/1094428120968614Saad, R. A. J., & Farouk, A. U. (2019). A comprehensive review of barriers to a functional Zakat system in Nigeria: What needs to be done? International Journal of Ethics and Systems, 35(1), 24–42. https://doi.org/10.1108/IJOES-06-2018-0090
DOI: https://doi.org/10.1108/IJOES-06-2018-0090Saad, R. A. J., Farouk, A. U., & Abdul Kadir, D. (2020). Business zakat compliance behavioral intention in a developing country. Journal of Islamic Accounting and Business Research, 11(2), 511–530. https://doi.org/10.1108/JIABR-03-2018-0036
DOI: https://doi.org/10.1108/JIABR-03-2018-0036Saad, R. A. J., & Haniffa, R. (2014). Determinants of zakah (Islamic tax) compliance behavior. Journal of Islamic Accounting and Business Research, 5(2), 182–193. https://doi.org/10.1108/JIABR-10-2012-0068
DOI: https://doi.org/10.1108/JIABR-10-2012-0068Saad, R. A. J., Wahab, M. S. A., & Samsudin, Mohd. A. M. (2016). Factors influencing business zakah compliance behavior among Moslem businessmen in Malaysia: A research model. Procedia - Social and Behavioral Sciences, 219, 654–659. https://doi.org/10.1016/j.sbspro.2016.05.047
DOI: https://doi.org/10.1016/j.sbspro.2016.05.047Sadallah, M., Abdul-Jabbar, H., & Aziz, S. A. (2023). Promoting zakat compliance among business owners in Algeria: The mediation effect of compliance intention. Journal of Islamic Marketing, 14(6), 1603–1620. https://doi.org/10.1108/JIMA-11-2021-0366
DOI: https://doi.org/10.1108/JIMA-11-2021-0366Sadallah, M., Abdul-Jabbar, H., Bin-Nashwan, S. A., & Abdul Aziz, S. A. (2023). Alms tax (ZAKAT) compliance intention among entrepreneurs from a social cognitive perspective: The moderating role of knowledge. Journal of Islamic Accounting and Business Research, 14(8), 1133–1151. https://doi.org/10.1108/JIABR-04-2022-0104
DOI: https://doi.org/10.1108/JIABR-04-2022-0104Saeri, A. K., Ogilvie, C., La Macchia, S. T., Smith, J. R., & Louis, W. R. (2014). Predicting Facebook users’ online privacy protection: Risk, trust, norm focus theory, and the theory of planned behavior. The Journal of Social Psychology, 154(4), 352–369. https://doi.org/10.1080/00224545.2014.914881
DOI: https://doi.org/10.1080/00224545.2014.914881Santoso, S., Cahyono, Y., Wafirotin, K. Z., & Ayutika, R. D. N. (2022). An analysis of muzakis behavior in paying zakat mal and factors influencing it: The perspective of the theory of planned behavior. JIFA (Journal of Islamic Finance and Accounting), 4(2), 94–107. https://doi.org/10.22515/jifa.v4i2.4912
DOI: https://doi.org/10.22515/jifa.v4i2.4912Sapingi, R., Ahmad, N., & Mohamad, M. (2011). A study on zakah of employment income: Factors that influence academics’ intention to pay zakah. 2nd International Conference on Business and Economic Research (2nd ICBER 2011) Proceeding, 2492–2507. https://baitalzakat.com/files/english-files/baitalzakat.com-E100024.pdf
Sekaran, U., & Bougie, R. (2019). Research methods for business: A skill-building approach (8th ed.). John Wiley & Sons, Inc.
Setianingsih, H. E., Irsyad, M., & Velayati, A. A. (2022). Exploring the predictors of zakat compliance in the community of farmers. JIFA (Journal of Islamic Finance and Accounting), 5(1), 15–28. https://doi.org/10.22515/jifa.v5i1.5295
DOI: https://doi.org/10.22515/jifa.v5i1.5295Shiu, E., Pervan, S. J., Bove, L. L., & Beatty, S. E. (2011). Reflections on discriminant validity: Reexamining the Bove et al. (2009) findings. Journal of Business Research, 64(5), 497–500. https://doi.org/10.1016/j.jbusres.2010.04.004
DOI: https://doi.org/10.1016/j.jbusres.2010.04.004Sutrisno, & Haron, R. (2022). Zakat contribution model in entrepreneurship empowerment of zakat institutions: Case study of LAZISMU Pusat. Nusantara Islamic Economic Journal, 1(2), 142–154. https://doi.org/10.34001/nuiej.v1i2.251
DOI: https://doi.org/10.34001/nuiej.v1i2.251Taiwo, O. A., Bin Mohsin, R., Hassan, S. A., & Mahmud, N. (2023). Validation of driver behavior questionnaire on Nigerian truck drivers: A structural equation modeling approach. Journal of Hunan University Natural Sciences, 50(1), 123–130. https://doi.org/10.55463/issn.1674-2974.50.1.13
DOI: https://doi.org/10.55463/issn.1674-2974.50.1.13Utami, A. R., . H., & Yuliati, L. N. (2021). Behavior of paying zakat through zakat institutions. International Journal of Research and Review, 8(12), 260–269. https://doi.org/10.52403/ijrr.20211232
DOI: https://doi.org/10.52403/ijrr.20211232van der Linden, S. (2011). Charitable intent: A moral or social construct? A revised theory of planned behavior model. Current Psychology, 30(4), 355–374. https://doi.org/10.1007/s12144-011-9122-1
DOI: https://doi.org/10.1007/s12144-011-9122-1Voorhees, C. M., Brady, M. K., Calantone, R., & Ramirez, E. (2016). Discriminant validity testing in marketing: An analysis, causes for concern, and proposed remedies. Journal of the Academy of Marketing Science, 44(1), 119–134. https://doi.org/10.1007/s11747-015-0455-4
DOI: https://doi.org/10.1007/s11747-015-0455-4Wang, L., Zhang, Q., Ding, Y.-Y., & Wong, P. P. W. (2023). The effect of social and personal norm on intention to patronize green hotels: Extension of theory of planned behavior. Journal of China Tourism Research, 19(2), 311–334. https://doi.org/10.1080/19388160.2022.2070567
DOI: https://doi.org/10.1080/19388160.2022.2070567Yusfiarto, R., Setiawan, A., & Nugraha, S. S. (2020). Literacy and intention to pay zakat. International Journal of Zakat, 5(1), 15–27. https://doi.org/10.37706/ijaz.v5i1.221
DOI: https://doi.org/10.37706/ijaz.v5i1.221Zhang, D., Zhang, Y., & Lou, S. (2024). What determines consumers’ purchasing behavioral intention on social commerce platforms: Introducing consumer credit to TPB. Environment, Development and Sustainability, 26(5), 13353–13373. https://doi.org/10.1007/s10668-023-04210-z
DOI: https://doi.org/10.1007/s10668-023-04210-z
References
Ahmed, H. (2004). Role of zakah and awqaf in poverty alleviation. Islamic Development Bank Institute. https://isdbinstitute.org/product/role-of-zakah-and-awqaf-in-poverty-alleviation/
Ajzen, I. (1985). From intentions to actions: A theory of planned behavior. In J. Kuhl & J. Beckmann (Eds.), Action Control (pp. 11–39). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-69746-3_2
DOI: https://doi.org/10.1007/978-3-642-69746-3_2Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
DOI: https://doi.org/10.1016/0749-5978(91)90020-TAlzahrani, H. (2020). A comparison of three models in multivariate binary longitudinal data analysis: Application to FDCS study. OALib, 7(2), 1–13. https://doi.org/10.4236/oalib.1106030
DOI: https://doi.org/10.4236/oalib.1106030Andam, A. C., & Osman, A. Z. (2019). Determinants of intention to give zakat on employment income: Experience from Marawi City, Philippines. Journal of Islamic Accounting and Business Research, 10(4), 528–545. https://doi.org/10.1108/JIABR-08-2016-0097
DOI: https://doi.org/10.1108/JIABR-08-2016-0097Andriansyah, Y. (2024). Factors motivating muslims to pay zakat: A narrative review based on the Scopus database. Journal of Contemporary Applied Islamic Philanthropy, 2(2), 51–70. https://doi.org/10.62265/jcaip.v2i2.82
DOI: https://doi.org/10.62265/jcaip.v2i2.82Annahl, M. A. F., Al Anshory, A. C., & Aulia, M. (2021). Why do muzaki pay zakat through institutions? The theory of planned behaviour application. Journal of Islamic Monetary Economics and Finance, 7(Special Issue 1), 203–226. https://doi.org/10.21098/jimf.v7i0.1313
DOI: https://doi.org/10.21098/jimf.v7i0.1313Azman, F. M. N., & Bidin, Z. (2015). Factors influencing zakat compliance behavior on saving. International Journal of Business and Social Research, 5(1), 118–128. https://doi.org/10.18533/ijbsr.v5i1.688
Beylik, U., Cirakli, U., Cetin, M., Ecevit, E., & Senol, O. (2022). The relationship between health expenditure indicators and economic growth in OECD countries: A Driscoll-Kraay approach. Frontiers in Public Health, 10, 1050550. https://doi.org/10.3389/fpubh.2022.1050550
DOI: https://doi.org/10.3389/fpubh.2022.1050550Bin-Nashwan, S. A., Abdul-Jabbar, H., & Aziz, S. A. (2021). Does trust in zakat institution enhance entrepreneurs’ zakat compliance? Journal of Islamic Accounting and Business Research, 12(5), 768–790. https://doi.org/10.1108/JIABR-09-2020-0282
DOI: https://doi.org/10.1108/JIABR-09-2020-0282Bin-Nashwan, S. A., Abdul-Jabbar, H., Dziegielewski, S. F., & Aziz, S. A. (2021). Moderating effect of perceived behavioral control on Islamic tax (zakah) compliance behavior among businessmen in Yemen. Journal of Social Service Research, 47(2), 292–302. https://doi.org/10.1080/01488376.2020.1767260
DOI: https://doi.org/10.1080/01488376.2020.1767260Bonang, D., Baihaqi, M., & Pusparini, M. D. (2023). Determinants of zakat compliance among business owners in Indonesia. Share: Jurnal Ekonomi Dan Keuangan Islam, 12(2), 288–307. https://doi.org/10.22373/share.v12i2.16917
DOI: https://doi.org/10.22373/share.v12i2.16917Cahyani, U. E., Sari, D. P., & Afandi, A. (2022). Determinant of behavioral intention to use digital zakat payment: The moderating role of knowledge of zakat. Ziswaf: Jurnal Zakat Dan Wakaf, 9(1), 1–16. https://doi.org/10.21043/ziswaf.v9i1.13330
DOI: https://doi.org/10.21043/ziswaf.v9i1.13330Carter, S. R. (2016). Using confirmatory factor analysis to manage discriminant validity issues in social pharmacy research. International Journal of Clinical Pharmacy, 38(3), 731–737. https://doi.org/10.1007/s11096-016-0302-9
DOI: https://doi.org/10.1007/s11096-016-0302-9Cheah, J.-H., Sarstedt, M., Ringle, C. M., Ramayah, T., & Ting, H. (2018). Convergent validity assessment of formatively measured constructs in PLS-SEM: On using single-item versus multi-item measures in redundancy analyses. International Journal of Contemporary Hospitality Management, 30(11), 3192–3210. https://doi.org/10.1108/IJCHM-10-2017-0649
DOI: https://doi.org/10.1108/IJCHM-10-2017-0649Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2024). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 41(2), 745–783. https://doi.org/10.1007/s10490-023-09871-y
DOI: https://doi.org/10.1007/s10490-023-09871-yChin, W. W. (1998). The partial least squares approach for structural equation modeling. In G. A. Marcoulides (Ed.), Modern methods for business research (pp. 295–336). Lawrence Erlbaum Associates Publishers.
Choiriyah, E. A. N., Kafi, A., Hikmah, I. F., & Indrawan, I. W. (2020). Zakat and poverty alleviation in Indonesia: A panel analysis at provincial level. Journal of Islamic Monetary Economics and Finance, 6(4), 811–832. https://doi.org/10.21098/jimf.v6i4.1122
DOI: https://doi.org/10.21098/jimf.v6i4.1122Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Addison-Wesley Publishing Company.
Fornell, C., & Bookstein, F. L. (1982). Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Journal of Marketing Research, 19(4), 440–452. https://doi.org/10.1177/002224378201900406
DOI: https://doi.org/10.1177/002224378201900406Hadi, R., Shafrani, Y. S., Hilyatin, D. L., Riyadi, S., & Basrowi, B. (2024). Digital zakat management, transparency in zakat reporting, and the zakat payroll system toward zakat management accountability and its implications on zakat growth acceleration. International Journal of Data and Network Science, 8(1), 597–608. https://doi.org/10.5267/j.ijdns.2023.8.025
DOI: https://doi.org/10.5267/j.ijdns.2023.8.025Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7
DOI: https://doi.org/10.1007/978-3-030-80519-7Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202
DOI: https://doi.org/10.2753/MTP1069-6679190202Hakim, L., & Setyaningsih, A. I. (2022). Effectiveness of online zakat during the COVID-19 pandemic by amil zakat institutions in Boyolali, Indonesia. Journal of Islamic Economics Lariba, 8(2), 241–254. https://doi.org/10.20885/jielariba.vol8.iss2.art6
DOI: https://doi.org/10.20885/jielariba.vol8.iss2.art6Hasyim, F., Awwal, M. A.-F., & Al Amin, N. H. (2020). ZISWAF digital payment as an effort to reach Millennials. Economica: Jurnal Ekonomi Islam, 11(2), 183–210. https://doi.org/10.21580/economica.2020.11.2.5752
DOI: https://doi.org/10.21580/economica.2020.11.2.5752Heikal, M. & Falahuddin. (2014). The intention to pay zakat commercial: An application of revised theory of planned behavior. Journal of Economics and Behavioral Studies, 6(9), 727–734. https://doi.org/10.22610/jebs.v6i9.532
DOI: https://doi.org/10.22610/jebs.v6i9.532Henseler, 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
DOI: https://doi.org/10.1007/s11747-014-0403-8Hilkenmeier, F., Bohndick, C., Bohndick, T., & Hilkenmeier, J. (2020). Assessing distinctiveness in multidimensional instruments without access to raw data – A manifest Fornell-Larcker criterion. Frontiers in Psychology, 11, 223. https://doi.org/10.3389/fpsyg.2020.00223
DOI: https://doi.org/10.3389/fpsyg.2020.00223Huda, N., Rini, N., Mardoni, Y., & Putra, P. (2012). The analysis of attitudes, subjective norms, and behavioral control on muzakki’s intention to pay zakah. International Journal of Business and Social Science, 3(22), 271–279. https://ijbssnet.com/journals/Vol_3_No_22_Special_Issue_November_2012/24.pdf
Ilieva, G., Yankova, T., Ruseva, M., Dzhabarova, Y., Zhekova, V., Klisarova-Belcheva, S., Mollova, T., & Dimitrov, A. (2024). Factors influencing user perception and adoption of E-government services. Administrative Sciences, 14(3), 54. https://doi.org/10.3390/admsci14030054
DOI: https://doi.org/10.3390/admsci14030054Ilmi, M. N., & Maesaroh, I. (2024). Donor fund empowerment strategy in increasing donor trust: A case study on Lazismu Sidoarjo. Journal of Islamic Economics Lariba, 10(2), 951–974. https://doi.org/10.20885/jielariba.vol10.iss2.art18
DOI: https://doi.org/10.20885/jielariba.vol10.iss2.art18Ilmi, N., Ridlwan, A. A., Fahrullah, A., Timur, Y. P., & Alam, Md. 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
DOI: https://doi.org/10.22515/shirkah.v9i2.584Indarningsih, N. A., Ma’wa, M. A. F., & Waliyuddinsyah, Muh. N. (2023). Zakat, infaq, shadaqah, and waqf using financial technology: Millennial generation perspective. Review of Islamic Social Finance and Entrepreneurship, 2(1), 13–28. https://doi.org/10.20885/RISFE.vol2.iss1.art2
DOI: https://doi.org/10.20885/RISFE.vol2.iss1.art2Irianti, M., & Al Jumroh, S. F. (2022). Generous philanthropy lAZISMU as a form of social solidarity for Muhammadiyah citizens in Sorong Regency. Istawa : Jurnal Pendidikan Islam, 7(1), 106–117. https://doi.org/10.24269/ijpi.v7i1.5244
DOI: https://doi.org/10.24269/ijpi.v7i1.5244Kamal, S., Berakon, I., Hamid, A., & Muttaqin, Z. (2024). How do muzakki pay professional zakat? (The qualitative inquiries using the Bloom model). Journal of Islamic Marketing, 15(3), 866–885. https://doi.org/10.1108/JIMA-02-2022-0046
DOI: https://doi.org/10.1108/JIMA-02-2022-0046Kashif, M., & De Run, E. C. (2015). Money donations intentions among Muslim donors: An extended theory of planned behavior model. International Journal of Nonprofit and Voluntary Sector Marketing, 20(1), 84–96. https://doi.org/10.1002/nvsm.1519
DOI: https://doi.org/10.1002/nvsm.1519Kasri, 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. https://doi.org/10.1108/JIABR-08-2020-0258
DOI: https://doi.org/10.1108/JIABR-08-2020-0258Khan, A. A. (2012). Religious obligation or altruistic giving? Muslims and charitable donations. In M. Barnett & J. Stein (Eds.), Sacred aid: Faith and humanitarianism (pp. 90–114). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199916023.001.0001
DOI: https://doi.org/10.1093/acprof:oso/9780199916023.003.0004Knowles, S. R., Hyde, M. K., & White, K. M. (2012). Predictors of young people’s charitable intentions to donate money: An extended theory of planned behavior perspective. Journal of Applied Social Psychology, 42(9), 2096–2110. https://doi.org/10.1111/j.1559-1816.2012.00932.x
DOI: https://doi.org/10.1111/j.1559-1816.2012.00932.xLahjouji, H., & Kahf, M. (2021). Poverty alleviation through potential zakat collection. International Journal of Islamic Economics, 3(2), 164–176. https://doi.org/10.32332/ijie.v3i2.3509
DOI: https://doi.org/10.32332/ijie.v3i2.3509Lopes, J. M., Laurett, R., Ferreira, J. J., Silveira, P., Oliveira, J., & Farinha, L. (2023). Modeling the predictors of students’ entrepreneurial intentions: The case of a peripheral European region. Industry and Higher Education, 37(2), 208–221. https://doi.org/10.1177/09504222221117055
DOI: https://doi.org/10.1177/09504222221117055Mat Daud, M. S., & Wahid, H. (2025). The influence of zakāt management institutions on zakāt compliance intention during the COVID-19 lockdown in Malaysia: A multilevel analysis. SAGE Open, 15(1), 21582440251324979. https://doi.org/10.1177/21582440251324979
DOI: https://doi.org/10.1177/21582440251324979Memon, M. A., Ting, H., Ramayah, T., Chuah, F., & Cheah, J.-H. (2017). A review of the methodological misconceptions and guidelines related to the application of structural equation modeling: A Malaysian scenario. Journal of Applied Structural Equation Modeling, i–xiii. https://doi.org/10.47263/JASEM.1(1)01
DOI: https://doi.org/10.47263/JASEM.1(1)01Mittelman, R., & Rojas-Méndez, J. (2018). Why Canadians give to charity: An extended theory of planned behaviour model. International Review on Public and Nonprofit Marketing, 15(2), 189–204. https://doi.org/10.1007/s12208-018-0197-3
DOI: https://doi.org/10.1007/s12208-018-0197-3Mohd Dzin, N. H., & Lay, Y. F. (2021). Validity and reliability of adapted self-efficacy scales in Malaysian context using PLS-SEM approach. Education Sciences, 11(11), 676. https://doi.org/10.3390/educsci11110676
DOI: https://doi.org/10.3390/educsci11110676Mutmainah, L., Berakon, I., & Yusfiarto, R. (2024). Does financial technology improve intention to pay zakat during national economic recovery? A multi-group analysis. Journal of Islamic Marketing, 15(6), 1583–1607. https://doi.org/10.1108/JIMA-09-2022-0268
DOI: https://doi.org/10.1108/JIMA-09-2022-0268Muzaffar, N. (2015). Developing an extended model of Theory of Planned behavior to explore green purchase behavior of Pakistani consumers. American Journal of Business and Management, 4(2), 85–101. https://doi.org/10.11634/216796061706654
DOI: https://doi.org/10.11634/216796061504654Nuryahya, E., Mahri, A. J. W., & Nurasyiah, A. (2019). Influencing factors of muzaki use and receive zakat payment platform. International Conference of Zakat, 203–215. https://doi.org/10.37706/iconz.2019.176
DOI: https://doi.org/10.37706/iconz.2019.176Nuryana, F. (2016). Pengaruh sikap, norma subjektif dan kontrol perilaku terhadap niat kepatuhan muzakki pegawai negeri sipil (PNS) dalam membayar zakat profesi pada badan amil zakat (BAZ) Kabupaten Sumenep [The influence of attitudes, subjective norms and behavioral control on compliance intentions of civil servant muzakki (PNS) in paying professional zakat at the amil zakat agency (BAZ) Sumenep Regency]. NUANSA: Jurnal Penelitian Ilmu Sosial Dan Keagamaan Islam, 13(2), 383–416. https://doi.org/10.19105/nuansa.v13i2.1105
DOI: https://doi.org/10.19105/nuansa.v13i2.1105Oktavendi, T. W., & Mu’ammal, I. (2022). Acceptance model for predicting adoption of zakat, infaq, and sodaqoh (ZIS) digital payments in Generation Z. Journal of Islamic Accounting and Business Research, 13(4), 684–700. https://doi.org/10.1108/JIABR-09-2021-0267
DOI: https://doi.org/10.1108/JIABR-09-2021-0267Pacherie, E., & Haggard, P. (2010). What are intentions? In W. Sinnott-Armstrong & L. Nadel (Eds.), Conscious will and responsibility: A tribute to Benjamin Libet (pp. 70–84). Oxford University Press. https://academic.oup.com/book/2344/chapter/142507193
DOI: https://doi.org/10.1093/acprof:oso/9780195381641.003.0008Radomir, L., & Moisescu, O. I. (2019). Discriminant validity of the customer-based corporate reputation scale: Some causes for concern. Journal of Product & Brand Management, 29(4), 457–469. https://doi.org/10.1108/JPBM-11-2018-2115
DOI: https://doi.org/10.1108/JPBM-11-2018-2115Rakhmawati, R., & Rizky, A. W. (2023). The intention of university students to donate at zakat institution through digital payment. Journal of Islamic Economics Lariba, 9(1), 201–220. https://doi.org/10.20885/jielariba.vol9.iss1.art12
DOI: https://doi.org/10.20885/jielariba.vol9.iss1.art12Rocha, L. F. D. D., Hernandez, J. A. E., & Falcone, E. M. D. O. (2021). Latent structure evidence of the Depression, Anxiety and Stress Scales—Short Form. Estudos de Psicologia (Campinas), 38, e190103. https://doi.org/10.1590/1982-0275202138e190103
DOI: https://doi.org/10.1590/1982-0275202138e190103Rokhman, W. (2022). Determinants of zakat paying intentions: Evidences from SMEs’ workers in Central Java, Indonesia. Ziswaf: Jurnal Zakat Dan Wakaf, 9(2), 214–228. https://doi.org/10.21043/ziswaf.v9i2.19933
DOI: https://doi.org/10.21043/ziswaf.v9i2.19933Rönkkö, M., & Cho, E. (2022). An updated guideline for assessing discriminant validity. Organizational Research Methods, 25(1), 6–14. https://doi.org/10.1177/1094428120968614
DOI: https://doi.org/10.1177/1094428120968614Saad, R. A. J., & Farouk, A. U. (2019). A comprehensive review of barriers to a functional Zakat system in Nigeria: What needs to be done? International Journal of Ethics and Systems, 35(1), 24–42. https://doi.org/10.1108/IJOES-06-2018-0090
DOI: https://doi.org/10.1108/IJOES-06-2018-0090Saad, R. A. J., Farouk, A. U., & Abdul Kadir, D. (2020). Business zakat compliance behavioral intention in a developing country. Journal of Islamic Accounting and Business Research, 11(2), 511–530. https://doi.org/10.1108/JIABR-03-2018-0036
DOI: https://doi.org/10.1108/JIABR-03-2018-0036Saad, R. A. J., & Haniffa, R. (2014). Determinants of zakah (Islamic tax) compliance behavior. Journal of Islamic Accounting and Business Research, 5(2), 182–193. https://doi.org/10.1108/JIABR-10-2012-0068
DOI: https://doi.org/10.1108/JIABR-10-2012-0068Saad, R. A. J., Wahab, M. S. A., & Samsudin, Mohd. A. M. (2016). Factors influencing business zakah compliance behavior among Moslem businessmen in Malaysia: A research model. Procedia - Social and Behavioral Sciences, 219, 654–659. https://doi.org/10.1016/j.sbspro.2016.05.047
DOI: https://doi.org/10.1016/j.sbspro.2016.05.047Sadallah, M., Abdul-Jabbar, H., & Aziz, S. A. (2023). Promoting zakat compliance among business owners in Algeria: The mediation effect of compliance intention. Journal of Islamic Marketing, 14(6), 1603–1620. https://doi.org/10.1108/JIMA-11-2021-0366
DOI: https://doi.org/10.1108/JIMA-11-2021-0366Sadallah, M., Abdul-Jabbar, H., Bin-Nashwan, S. A., & Abdul Aziz, S. A. (2023). Alms tax (ZAKAT) compliance intention among entrepreneurs from a social cognitive perspective: The moderating role of knowledge. Journal of Islamic Accounting and Business Research, 14(8), 1133–1151. https://doi.org/10.1108/JIABR-04-2022-0104
DOI: https://doi.org/10.1108/JIABR-04-2022-0104Saeri, A. K., Ogilvie, C., La Macchia, S. T., Smith, J. R., & Louis, W. R. (2014). Predicting Facebook users’ online privacy protection: Risk, trust, norm focus theory, and the theory of planned behavior. The Journal of Social Psychology, 154(4), 352–369. https://doi.org/10.1080/00224545.2014.914881
DOI: https://doi.org/10.1080/00224545.2014.914881Santoso, S., Cahyono, Y., Wafirotin, K. Z., & Ayutika, R. D. N. (2022). An analysis of muzakis behavior in paying zakat mal and factors influencing it: The perspective of the theory of planned behavior. JIFA (Journal of Islamic Finance and Accounting), 4(2), 94–107. https://doi.org/10.22515/jifa.v4i2.4912
DOI: https://doi.org/10.22515/jifa.v4i2.4912Sapingi, R., Ahmad, N., & Mohamad, M. (2011). A study on zakah of employment income: Factors that influence academics’ intention to pay zakah. 2nd International Conference on Business and Economic Research (2nd ICBER 2011) Proceeding, 2492–2507. https://baitalzakat.com/files/english-files/baitalzakat.com-E100024.pdf
Sekaran, U., & Bougie, R. (2019). Research methods for business: A skill-building approach (8th ed.). John Wiley & Sons, Inc.
Setianingsih, H. E., Irsyad, M., & Velayati, A. A. (2022). Exploring the predictors of zakat compliance in the community of farmers. JIFA (Journal of Islamic Finance and Accounting), 5(1), 15–28. https://doi.org/10.22515/jifa.v5i1.5295
DOI: https://doi.org/10.22515/jifa.v5i1.5295Shiu, E., Pervan, S. J., Bove, L. L., & Beatty, S. E. (2011). Reflections on discriminant validity: Reexamining the Bove et al. (2009) findings. Journal of Business Research, 64(5), 497–500. https://doi.org/10.1016/j.jbusres.2010.04.004
DOI: https://doi.org/10.1016/j.jbusres.2010.04.004Sutrisno, & Haron, R. (2022). Zakat contribution model in entrepreneurship empowerment of zakat institutions: Case study of LAZISMU Pusat. Nusantara Islamic Economic Journal, 1(2), 142–154. https://doi.org/10.34001/nuiej.v1i2.251
DOI: https://doi.org/10.34001/nuiej.v1i2.251Taiwo, O. A., Bin Mohsin, R., Hassan, S. A., & Mahmud, N. (2023). Validation of driver behavior questionnaire on Nigerian truck drivers: A structural equation modeling approach. Journal of Hunan University Natural Sciences, 50(1), 123–130. https://doi.org/10.55463/issn.1674-2974.50.1.13
DOI: https://doi.org/10.55463/issn.1674-2974.50.1.13Utami, A. R., . H., & Yuliati, L. N. (2021). Behavior of paying zakat through zakat institutions. International Journal of Research and Review, 8(12), 260–269. https://doi.org/10.52403/ijrr.20211232
DOI: https://doi.org/10.52403/ijrr.20211232van der Linden, S. (2011). Charitable intent: A moral or social construct? A revised theory of planned behavior model. Current Psychology, 30(4), 355–374. https://doi.org/10.1007/s12144-011-9122-1
DOI: https://doi.org/10.1007/s12144-011-9122-1Voorhees, C. M., Brady, M. K., Calantone, R., & Ramirez, E. (2016). Discriminant validity testing in marketing: An analysis, causes for concern, and proposed remedies. Journal of the Academy of Marketing Science, 44(1), 119–134. https://doi.org/10.1007/s11747-015-0455-4
DOI: https://doi.org/10.1007/s11747-015-0455-4Wang, L., Zhang, Q., Ding, Y.-Y., & Wong, P. P. W. (2023). The effect of social and personal norm on intention to patronize green hotels: Extension of theory of planned behavior. Journal of China Tourism Research, 19(2), 311–334. https://doi.org/10.1080/19388160.2022.2070567
DOI: https://doi.org/10.1080/19388160.2022.2070567Yusfiarto, R., Setiawan, A., & Nugraha, S. S. (2020). Literacy and intention to pay zakat. International Journal of Zakat, 5(1), 15–27. https://doi.org/10.37706/ijaz.v5i1.221
DOI: https://doi.org/10.37706/ijaz.v5i1.221Zhang, D., Zhang, Y., & Lou, S. (2024). What determines consumers’ purchasing behavioral intention on social commerce platforms: Introducing consumer credit to TPB. Environment, Development and Sustainability, 26(5), 13353–13373. https://doi.org/10.1007/s10668-023-04210-z
DOI: https://doi.org/10.1007/s10668-023-04210-z