Main Article Content
Abstract
Purpose – The purpose of this paper is to determine the factors influencing the Indonesian Muslim consumer’s intention to use Islamic banks.
Methodology – This paper adopts a quantitative approach. The data is collected from online and offline questionnaires. By using a non-probability purposive sampling method, this study limited the respondents to the Muslims who have no Islamic bank account. In total, there are a total of 575 sample respondents.
Findings – The results of this study portray that religiosity, knowledge, and perceived quality have a positive and significant effect on customers’ intention to use Islamic bank in Indonesia.
Research limitations – After finishing all research processes, the author finds that the indicators to measure Islamic religiosity is not entirely reflected Islamic religiosity from the Indonesian Muslim context. As a consequence, several items must be eliminated from the analysis due to validity issues. The author recommends future researchers to retest the religiosity indicators to find more suitable items in the context of Indonesia Muslim culture.
Practical applications – This study provides an insight into the Indonesian Islamic finance industry as a basic formulation in designing, developing, and appropriate strategies to promote Islamic banking.
Social applications – This study not only helps Islamic financial sector in designing, developing, and promoting Islamic banking in Indonesia but also offers new insights concerning Indonesian Muslim religiosity, knowledge on Islamic banks, and their perception of quality toward Islamic banks.
Originality – This study uses an extended Theory of Planned Behavior (TPB) to explain the intention to use Islamic banks. In the model, religiosity, knowledge, and perceived quality is simultaneously tested to complement the TPB.
Article Details
Copyright (c) 2020 Author
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
References
- Abduh, M., & Idrisov M. (2014). The role of awareness and perceived value upon the acceptance of Islamic Bank in Dagestan. Journal of Islamic Banking and Finance. https://doi.org/10.18196/ijief.1211
- Aji, H. M. (2017). Examining the moderating role of high-versus-low scepticism toward Halal labels: findings from Indonesia, International Journal of Islamic Marketing and Branding, 2(4), 278-303. https://doi.org/10.1504/IJIMB.2017.10010054
- Aji, H. M., Berakon, I., & Riza, A. F. (2020). The effects of subjective norm and knowledge about riba on intention to use e-money in Indonesia, Journal of Islamic Marketing, https://doi.org/10.1108/JIMA-10-2019-0203
- Alam, S. S., Janor, H., Zanariah, CheWel, C. A., & Ahsan, M. N. (2012). Is religiosity an important factor in influencing the intention to undertake Islamic home financing in KlangValley?. World Applied Sciences Journal, 19(7), 1030-1041. https://doi.org/10.5829/idosi.wasj.2012.19.07.392
- Ajzen, I. ( 1991). The theory of planned behavior. Organizational Behaviour and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
- Ajzen, I., & Fishbein, M. (2000). Attitudes and the attitude-behavior relation: Reasoned and automatic processes. European Review of Social Psychology, 11(1), 1–33. https://doi.org/10.1080/14792779943000116
- Ajzen, I. (2005) Attitudes, Personality and Behavior. Berkshire, UK: Open University Press-McGraw Hill Education.
- Al-bashir, W. A., Zainuddin, Y., & Panigrahi, S. K. (2018). The acceptance of Islamic banking products in Libya: A theory of planned behavior approach. International Journal of Economics and Financial Issues, 8(3), 105-111. Retrieved from https://www.econjournals.com/index.php/ijefi/article/view/6193/pdf
- Allport, G. W., & Ross, J. M. (1967). Personal religious orientation and prejudice. Journal of Personality and Social Psychology, 5, 432-443. https://doi.org/https://doi.org/10.1037/h0021212
- Amin, H., Rahman, A. R. A., Jr, S. L. S., & Hwa, M. C. (2011). Determinants of customers’ intention to use Islamic personal financing. Journal of Islamic Accounting and Business Research, 2(1), 22-42. https://doi.org/10.1108/17590811111129490
- Anderson, E. W., Fornell, C., & Lehman, D. R. (1994). Consumer satisfaction, market share, and profitability: Findings from Sweden. Journal of Marketing, 58(3), 53-56. https://doi.org/10.2307/1252310
- Ariff, M. (1998). Islamic Bank in Southeast Asia. Institute of Southeast Asian Studies, Singapore.
- Aziz, F. & Afaq, Z., Bashir, U. (2018). Behavioral intention to adopt Islamic banking in Pakistan: A Study based on theory of planned behaviour. Journal of Islamic Business and Management, 8(2), 407-422. https://doi.org/10.26501/jibm/2018.0802-005
- Biro Pusat Statistik. (2010). Hasil sensus penduduk 2010: Kewarganeragaraan, suku bangsa, agama, dan bahasa sehari-hari penduduk Indonesia. Badan Pusat Statistik. Jakarta. Retrieved from https://www.bps.go.id/publication/2012/05/23/55eca38b7fe0830834605b35/kewarganegaraan-suku-bangsa-agama-dan-bahasa-sehari-hari-penduduk-indonesia.htm
- Bagozzi, R. & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Sciences, 16, 74-94. https://doi.org/10.1007/BF02723327
- Batson, C. D. & Schoenrade, P. (1991). Measuring religion as quest: Reliability concerns. Journal for the Scientific Study of Religion, 30, 430-447. Retrieved from https://psycnet.apa.org/doi/10.2307/1387278
- Bettinghaus, E. P. (1986). Health promotion and the knowledge-attitude behavior continuum. Preventive Medicine, 15, 475-491. https://doi.org/10.1016/0091-7435(86)90025-3
- Brucks, M. (1986). A typology of consumer knowledge content. Advances in Consumer Research, 13, 58-63. Retrieved from https://www.acrwebsite.org/volumes/6462/volumes/v13/NA-13.
- Carlson, J. P., Vincent, L. H., Hardesty, D. M., & Bearden, W. O. (2009). Objective and subjective knowledge relationships: A quantitative analysis of consumer research finding. Journal of Consumer Research, 35(5), 864-876. https://doi.org/10.1086/593688
- Delener, N. (1990). The effects of religious factors on perceived risk in durable goods purchase decisions. Journal of Consumer Marketing, 7(3), 27–38. https://doi.org/10.1108/EUM0000000002580
- Edwards, K. J. (1976). Sex-role Behavior and Religious Experience In W. J. Donaldson (Ed). Research in Mental Health and Religious Behavior: An Introduction to Research in the Integration of Christianity and The Behavioral Sciences, Atlanta: Psychological Studies Institute, 224- 238.
- El-Menouar, Y., & Stiftung, B. (2014). The five dimensions of Muslim religiosity: Results of an empirical study, Methods, Data, Analyses, 8(1), 53-78. https://doi.org/10.12758/mda.2014.003
- Foxall, GR. & Goldsmith, RE. (1994). Consumer Psychology for Marketing, London: Routledge.
- Gayatri, G., & Chew, J. (2013). How do muslim consumers perceive service quality?. Asia Pacific Journal of Marketing and Logistics, 25(3), 472-490. https://doi.org/10.1108/APJML-06-2012-0061
- Glock, C. Y., & Stark, R. (1965). Religion and society in tension, San Francisco: Rand McNally.
- Goh, T. T., Suki, N. M., & Fam, F. (2014). Exploring a consumption value model for Islamic mobile banking adoption. Journal of Islamic Marketing, 5(3), 344-365. http://dx.doi.org/10.1108/JIMA-08-2013-0056
- Gudono. (2014). Analisis Data Multivariat. BPFE-Yogyakarta.
- Hair, J., Black, W., & Babin, B. (2009). Multivariate data analysis. 7th ed. Hoboken: Prentice Hall.
- Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural equation modelling: guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53-60. https://doi.org/10.21427/D7CF7R
- Jamal, A. & Sharifuddin, J. (2014). Perceived value and perceived usefulness of Halal labeling: the role of religion and culture. Journal of Business Research, 68(5), 933-941, https://doi.org/10.1016/j.jbusres.2014.09.020
- Johan, Z. J., & Putit, L. (2014). Conceptualizing the influences of knowledge and religiosity on Islamic credit card compliance. Proceedings of Economics and Finance, 37, 480-487, https://doi.org/10.1016/S2212-5671(16)30155-1.
- Johnson, B. R., Jang, S. J., Larson D. B., & Li, S. D. (2001). Does adolescent religious commitment matter? A reexamination of the effects of religiosity on delinquency. Journal of Research in Crime and Delinquency, 38(1), 22-43. https://doi.org/10.1177/0022427801038001002
- Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika,39, 31–36. Retrieved from http://cda.psych.uiuc.edu/psychometrika_johnson/kaiser_1974_slides.pdf
- Kumar, A., Lee, H. J., & Kim, Y. K. (2009). Indian consumer purchase intention toward a United States versus local brand. Journal of Business Research, 62(5), 521-527. https://doi.org/10.1108/09590550910956241
- Lajuni, N., Ming, W. P. O., Yacob, Y., Ting, H., & Jausin A. (2017). Intention to use Islamic banking products and its determinants. International Journal of Economics and Financial Issues, 7(1), 329-333. Retrieved from https://www.researchgate.net/publication/312529897_Intention_to_Use_Islamic_Banking_Products_and_Its_Determinants
- Lindridge, A. (2005). Religiosity and the construction of a cultural-consumption identity. Journal of Consumer Marketing, 22, 142–151. https://doi.org/10.1108/07363760510595968
- Makarewicz, A. (2013). Consumer behavior as a fundamental requirement for effective operations of companies. Journal of International Studies, 6(1), 103-109, https://doi.org/10.14254/2071-8330.2013/6-1/10
- Malholtra, N. K. (2000). Marketing research: An applied orientation. Upper Saddle River, NJ: Pearson/Prentince Hall.
- Mittelstaedt, & John, D. (2002). A framework for understanding the relationships between religions and markets. Journal of Macro-marketing, 22(1), 6-18. https://doi.org/10.1177/027467022001002
- Muhamad, N., Leong, V. S., & Mizerski, D. (2016). Consumer knowledge and religious ruling on products: young muslim consumers perspective. Journal of Islamic Marketing, 7(1), 74-94. https://doi.org/10.1108/JIMA-08-2014-0056
- Mokhlis, S. (2006). The effect of religiosity on shopping orientation: An exploratory study in Malaysia. Journal of American Academy of Business, Cambridge 9(1), 64-74. https://doi.org/10.1080/14766086.2018.1495098
- Nachtigall, C., Kroehne, U., Funke, F., & Steyer, R. (2003). Why should we use SEM? pros and cons of structural equation modeling. Methods of Psychological Research Online, 8(2), 1-22. https://www.researchgate.net/publication/240622131_Why_Should_we_use_SEM-Pros_and_cons_of_Structural_Equation_Modelling
- Nunnally, J. C. (1978). Psychometric Theory, 2nd ed., McGraw-Hill. New York.
- Obeid, H., & Kaabachi, S. (2016). Empirical investigation into customer adoption of Islamic banking services in Tunisia. The Journal of Applied Business Research, 32(4), 1234-1256. https://doi.org/10.19030/jabr.v32i4.9734
- Odalapo, I. A., Omar, N., Muda, R., & Abdurraheem, A. A. (2019). The mediating effect on customer behavioral intention to participate in Islamic banking: Empirical evidence. International Journal of Financial Research, 10(5), 167-180. https://doi.org/10.5430/ijfr.v10n5p167
- Otoritas Jasa Keuangan. (2019). Laporan Perkembangan Keuangan Syariah Indonesia. (2018). Direktorat Pengaturan dan Perizinan Perbankan Syariah Otoritas Jasa Keuangan. Jakarta. Retrieved from https://www.ojk.go.id/id/kanal/syariah/data-dan-statistik/laporan-perkembangan-keuangan-syariah-indonesia/Pages/2018.aspx
- Reni, A., & Ahmad, N. H. (2016). Application of theory reasoned action in intention to use Islamic banking in Indonesia. Journal of Islamic Economics, 8(1), 137-148. https://doi.org/10.15408/aiq.v8i1.2513
- Sánchez-Fernández, R., & Iniesta-Bonillo, M. A. (2007). The concept of perceived value: a systematic review of the research. Marketing Theory, 7(4), 427–451. https://doi.org/10.1177/1470593107083165
- Said, M., Hassan, F., Musa, R., & Rahman, N. A. (2014). Assessing consumers’ perception, knowledge and religiosity on Malaysia’s halal food products Proceedings of Social and Behavioral Sciences, 130, 120-128. https://doi.org/10.1016/j.sbspro.2014.04.015
- Hill, P. C.., & Hood, R. W. (1999). Measures of religiosity. Birmingham, AL: Religious Education Press.
- Sandage, S. J. (1999). Religious Values Scale, in Hill, P.C., Hood, R.W. (Eds). Measures of Religiosity, Religious Education Press, Birmingham, AL
- Sheth, J. N., Newman, B. I., & Gross, B. L. (1991). Why we buy what we buy: A theory of consumption value. Journal of Business Research, 22(2), 159–170. https://doi.org/10.1016/0148-2963(91)90050-8
- Suryani. (2015). Customer’s perceived value towards the services in Islamic banking: confirmatory factor analysis. Journal of Economics, Business, & Accountancy Ventura, 8(12), 201-2012. https://doi.org/10.14414/jebav.v18i2.448
- Souide, N., & Rani, M. (2015). Consumer attitudes and purchase intentions toward Islamic banks: The influence of religiosity. International Journal of Bank Marketing, 33(2), 143-161. https://doi.org/10.1108/IJBM-10-2013-0115
- Sweeney, J. C., & Soutar, G. N. (2001). Consumer perceived value: The development of a multiple item scale. Journal of Retailing, 77, 203-220. https://doi.org/10.1016/S0022-4359(01)00041-0
- Thomson Reuters. (2018). Islamic Finance Development Report 2018. Desember, Thomson Reuters, Kanada, Retrieved from https://ceif.iba.edu.pk/pdf/Reuters-Islamic-finance-development-report2018.pdf
- Venkatesh, V., & Davis, F. D. (2000). User acceptance enablers in individual decision making about technology: Toward an integrated model. Decision Sciences, 33(2), 297–316. https://doi.org/10.1111/j.1540-5915.2002.tb01646.x
- Waardenburg, J. (2002). Islam: historical, social and political perspectives. Berlin: Walter de Gruyter. https://doi.org/10.1017/S0020743805230076
- Wilkes, R. E., Burnett, J. J., & Howell, RD. (1986). On the meaning and measurement of religiosity in consumer research. Journal of the Academy of Marketing Science, 14(1), 47-56. https://doi.org/10.1177/009207038601400107
- Woodruff, R. (1997). Customer value: The next source for competitive advantage. Journal of the Academy of Marketing Science, 25, 139–153. http://dx.doi.org/10.1007/BF02894350
- Worthington, E. L., Jr., Wade, N. G., Hight, T. L., Ripley, J. S., McCullough, M. E., Berry, J. W., Schmitt, M. M., Berry, J. T., Bursley, K. H., & O’ Conner, L. (2003). The religious commitment inventory-10: Development, refinement, and validation of a brief scale for research and counseling. Journal of Counseling Psychology, 50(1), 84-96. https://doi.org/10.1037/0022-0167.50.1.84
- Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: A means–end model and synthesis of evidence. Journal of Marketing, 52(3), 2–22. https://doi.org/10.1177/002224298805200302
References
Abduh, M., & Idrisov M. (2014). The role of awareness and perceived value upon the acceptance of Islamic Bank in Dagestan. Journal of Islamic Banking and Finance. https://doi.org/10.18196/ijief.1211
Aji, H. M. (2017). Examining the moderating role of high-versus-low scepticism toward Halal labels: findings from Indonesia, International Journal of Islamic Marketing and Branding, 2(4), 278-303. https://doi.org/10.1504/IJIMB.2017.10010054
Aji, H. M., Berakon, I., & Riza, A. F. (2020). The effects of subjective norm and knowledge about riba on intention to use e-money in Indonesia, Journal of Islamic Marketing, https://doi.org/10.1108/JIMA-10-2019-0203
Alam, S. S., Janor, H., Zanariah, CheWel, C. A., & Ahsan, M. N. (2012). Is religiosity an important factor in influencing the intention to undertake Islamic home financing in KlangValley?. World Applied Sciences Journal, 19(7), 1030-1041. https://doi.org/10.5829/idosi.wasj.2012.19.07.392
Ajzen, I. ( 1991). The theory of planned behavior. Organizational Behaviour and Human Decision Processes, 50(2), 179-211. https://doi.org/10.1016/0749-5978(91)90020-T
Ajzen, I., & Fishbein, M. (2000). Attitudes and the attitude-behavior relation: Reasoned and automatic processes. European Review of Social Psychology, 11(1), 1–33. https://doi.org/10.1080/14792779943000116
Ajzen, I. (2005) Attitudes, Personality and Behavior. Berkshire, UK: Open University Press-McGraw Hill Education.
Al-bashir, W. A., Zainuddin, Y., & Panigrahi, S. K. (2018). The acceptance of Islamic banking products in Libya: A theory of planned behavior approach. International Journal of Economics and Financial Issues, 8(3), 105-111. Retrieved from https://www.econjournals.com/index.php/ijefi/article/view/6193/pdf
Allport, G. W., & Ross, J. M. (1967). Personal religious orientation and prejudice. Journal of Personality and Social Psychology, 5, 432-443. https://doi.org/https://doi.org/10.1037/h0021212
Amin, H., Rahman, A. R. A., Jr, S. L. S., & Hwa, M. C. (2011). Determinants of customers’ intention to use Islamic personal financing. Journal of Islamic Accounting and Business Research, 2(1), 22-42. https://doi.org/10.1108/17590811111129490
Anderson, E. W., Fornell, C., & Lehman, D. R. (1994). Consumer satisfaction, market share, and profitability: Findings from Sweden. Journal of Marketing, 58(3), 53-56. https://doi.org/10.2307/1252310
Ariff, M. (1998). Islamic Bank in Southeast Asia. Institute of Southeast Asian Studies, Singapore.
Aziz, F. & Afaq, Z., Bashir, U. (2018). Behavioral intention to adopt Islamic banking in Pakistan: A Study based on theory of planned behaviour. Journal of Islamic Business and Management, 8(2), 407-422. https://doi.org/10.26501/jibm/2018.0802-005
Biro Pusat Statistik. (2010). Hasil sensus penduduk 2010: Kewarganeragaraan, suku bangsa, agama, dan bahasa sehari-hari penduduk Indonesia. Badan Pusat Statistik. Jakarta. Retrieved from https://www.bps.go.id/publication/2012/05/23/55eca38b7fe0830834605b35/kewarganegaraan-suku-bangsa-agama-dan-bahasa-sehari-hari-penduduk-indonesia.htm
Bagozzi, R. & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Sciences, 16, 74-94. https://doi.org/10.1007/BF02723327
Batson, C. D. & Schoenrade, P. (1991). Measuring religion as quest: Reliability concerns. Journal for the Scientific Study of Religion, 30, 430-447. Retrieved from https://psycnet.apa.org/doi/10.2307/1387278
Bettinghaus, E. P. (1986). Health promotion and the knowledge-attitude behavior continuum. Preventive Medicine, 15, 475-491. https://doi.org/10.1016/0091-7435(86)90025-3
Brucks, M. (1986). A typology of consumer knowledge content. Advances in Consumer Research, 13, 58-63. Retrieved from https://www.acrwebsite.org/volumes/6462/volumes/v13/NA-13.
Carlson, J. P., Vincent, L. H., Hardesty, D. M., & Bearden, W. O. (2009). Objective and subjective knowledge relationships: A quantitative analysis of consumer research finding. Journal of Consumer Research, 35(5), 864-876. https://doi.org/10.1086/593688
Delener, N. (1990). The effects of religious factors on perceived risk in durable goods purchase decisions. Journal of Consumer Marketing, 7(3), 27–38. https://doi.org/10.1108/EUM0000000002580
Edwards, K. J. (1976). Sex-role Behavior and Religious Experience In W. J. Donaldson (Ed). Research in Mental Health and Religious Behavior: An Introduction to Research in the Integration of Christianity and The Behavioral Sciences, Atlanta: Psychological Studies Institute, 224- 238.
El-Menouar, Y., & Stiftung, B. (2014). The five dimensions of Muslim religiosity: Results of an empirical study, Methods, Data, Analyses, 8(1), 53-78. https://doi.org/10.12758/mda.2014.003
Foxall, GR. & Goldsmith, RE. (1994). Consumer Psychology for Marketing, London: Routledge.
Gayatri, G., & Chew, J. (2013). How do muslim consumers perceive service quality?. Asia Pacific Journal of Marketing and Logistics, 25(3), 472-490. https://doi.org/10.1108/APJML-06-2012-0061
Glock, C. Y., & Stark, R. (1965). Religion and society in tension, San Francisco: Rand McNally.
Goh, T. T., Suki, N. M., & Fam, F. (2014). Exploring a consumption value model for Islamic mobile banking adoption. Journal of Islamic Marketing, 5(3), 344-365. http://dx.doi.org/10.1108/JIMA-08-2013-0056
Gudono. (2014). Analisis Data Multivariat. BPFE-Yogyakarta.
Hair, J., Black, W., & Babin, B. (2009). Multivariate data analysis. 7th ed. Hoboken: Prentice Hall.
Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural equation modelling: guidelines for determining model fit. Electronic Journal of Business Research Methods, 6(1), 53-60. https://doi.org/10.21427/D7CF7R
Jamal, A. & Sharifuddin, J. (2014). Perceived value and perceived usefulness of Halal labeling: the role of religion and culture. Journal of Business Research, 68(5), 933-941, https://doi.org/10.1016/j.jbusres.2014.09.020
Johan, Z. J., & Putit, L. (2014). Conceptualizing the influences of knowledge and religiosity on Islamic credit card compliance. Proceedings of Economics and Finance, 37, 480-487, https://doi.org/10.1016/S2212-5671(16)30155-1.
Johnson, B. R., Jang, S. J., Larson D. B., & Li, S. D. (2001). Does adolescent religious commitment matter? A reexamination of the effects of religiosity on delinquency. Journal of Research in Crime and Delinquency, 38(1), 22-43. https://doi.org/10.1177/0022427801038001002
Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika,39, 31–36. Retrieved from http://cda.psych.uiuc.edu/psychometrika_johnson/kaiser_1974_slides.pdf
Kumar, A., Lee, H. J., & Kim, Y. K. (2009). Indian consumer purchase intention toward a United States versus local brand. Journal of Business Research, 62(5), 521-527. https://doi.org/10.1108/09590550910956241
Lajuni, N., Ming, W. P. O., Yacob, Y., Ting, H., & Jausin A. (2017). Intention to use Islamic banking products and its determinants. International Journal of Economics and Financial Issues, 7(1), 329-333. Retrieved from https://www.researchgate.net/publication/312529897_Intention_to_Use_Islamic_Banking_Products_and_Its_Determinants
Lindridge, A. (2005). Religiosity and the construction of a cultural-consumption identity. Journal of Consumer Marketing, 22, 142–151. https://doi.org/10.1108/07363760510595968
Makarewicz, A. (2013). Consumer behavior as a fundamental requirement for effective operations of companies. Journal of International Studies, 6(1), 103-109, https://doi.org/10.14254/2071-8330.2013/6-1/10
Malholtra, N. K. (2000). Marketing research: An applied orientation. Upper Saddle River, NJ: Pearson/Prentince Hall.
Mittelstaedt, & John, D. (2002). A framework for understanding the relationships between religions and markets. Journal of Macro-marketing, 22(1), 6-18. https://doi.org/10.1177/027467022001002
Muhamad, N., Leong, V. S., & Mizerski, D. (2016). Consumer knowledge and religious ruling on products: young muslim consumers perspective. Journal of Islamic Marketing, 7(1), 74-94. https://doi.org/10.1108/JIMA-08-2014-0056
Mokhlis, S. (2006). The effect of religiosity on shopping orientation: An exploratory study in Malaysia. Journal of American Academy of Business, Cambridge 9(1), 64-74. https://doi.org/10.1080/14766086.2018.1495098
Nachtigall, C., Kroehne, U., Funke, F., & Steyer, R. (2003). Why should we use SEM? pros and cons of structural equation modeling. Methods of Psychological Research Online, 8(2), 1-22. https://www.researchgate.net/publication/240622131_Why_Should_we_use_SEM-Pros_and_cons_of_Structural_Equation_Modelling
Nunnally, J. C. (1978). Psychometric Theory, 2nd ed., McGraw-Hill. New York.
Obeid, H., & Kaabachi, S. (2016). Empirical investigation into customer adoption of Islamic banking services in Tunisia. The Journal of Applied Business Research, 32(4), 1234-1256. https://doi.org/10.19030/jabr.v32i4.9734
Odalapo, I. A., Omar, N., Muda, R., & Abdurraheem, A. A. (2019). The mediating effect on customer behavioral intention to participate in Islamic banking: Empirical evidence. International Journal of Financial Research, 10(5), 167-180. https://doi.org/10.5430/ijfr.v10n5p167
Otoritas Jasa Keuangan. (2019). Laporan Perkembangan Keuangan Syariah Indonesia. (2018). Direktorat Pengaturan dan Perizinan Perbankan Syariah Otoritas Jasa Keuangan. Jakarta. Retrieved from https://www.ojk.go.id/id/kanal/syariah/data-dan-statistik/laporan-perkembangan-keuangan-syariah-indonesia/Pages/2018.aspx
Reni, A., & Ahmad, N. H. (2016). Application of theory reasoned action in intention to use Islamic banking in Indonesia. Journal of Islamic Economics, 8(1), 137-148. https://doi.org/10.15408/aiq.v8i1.2513
Sánchez-Fernández, R., & Iniesta-Bonillo, M. A. (2007). The concept of perceived value: a systematic review of the research. Marketing Theory, 7(4), 427–451. https://doi.org/10.1177/1470593107083165
Said, M., Hassan, F., Musa, R., & Rahman, N. A. (2014). Assessing consumers’ perception, knowledge and religiosity on Malaysia’s halal food products Proceedings of Social and Behavioral Sciences, 130, 120-128. https://doi.org/10.1016/j.sbspro.2014.04.015
Hill, P. C.., & Hood, R. W. (1999). Measures of religiosity. Birmingham, AL: Religious Education Press.
Sandage, S. J. (1999). Religious Values Scale, in Hill, P.C., Hood, R.W. (Eds). Measures of Religiosity, Religious Education Press, Birmingham, AL
Sheth, J. N., Newman, B. I., & Gross, B. L. (1991). Why we buy what we buy: A theory of consumption value. Journal of Business Research, 22(2), 159–170. https://doi.org/10.1016/0148-2963(91)90050-8
Suryani. (2015). Customer’s perceived value towards the services in Islamic banking: confirmatory factor analysis. Journal of Economics, Business, & Accountancy Ventura, 8(12), 201-2012. https://doi.org/10.14414/jebav.v18i2.448
Souide, N., & Rani, M. (2015). Consumer attitudes and purchase intentions toward Islamic banks: The influence of religiosity. International Journal of Bank Marketing, 33(2), 143-161. https://doi.org/10.1108/IJBM-10-2013-0115
Sweeney, J. C., & Soutar, G. N. (2001). Consumer perceived value: The development of a multiple item scale. Journal of Retailing, 77, 203-220. https://doi.org/10.1016/S0022-4359(01)00041-0
Thomson Reuters. (2018). Islamic Finance Development Report 2018. Desember, Thomson Reuters, Kanada, Retrieved from https://ceif.iba.edu.pk/pdf/Reuters-Islamic-finance-development-report2018.pdf
Venkatesh, V., & Davis, F. D. (2000). User acceptance enablers in individual decision making about technology: Toward an integrated model. Decision Sciences, 33(2), 297–316. https://doi.org/10.1111/j.1540-5915.2002.tb01646.x
Waardenburg, J. (2002). Islam: historical, social and political perspectives. Berlin: Walter de Gruyter. https://doi.org/10.1017/S0020743805230076
Wilkes, R. E., Burnett, J. J., & Howell, RD. (1986). On the meaning and measurement of religiosity in consumer research. Journal of the Academy of Marketing Science, 14(1), 47-56. https://doi.org/10.1177/009207038601400107
Woodruff, R. (1997). Customer value: The next source for competitive advantage. Journal of the Academy of Marketing Science, 25, 139–153. http://dx.doi.org/10.1007/BF02894350
Worthington, E. L., Jr., Wade, N. G., Hight, T. L., Ripley, J. S., McCullough, M. E., Berry, J. W., Schmitt, M. M., Berry, J. T., Bursley, K. H., & O’ Conner, L. (2003). The religious commitment inventory-10: Development, refinement, and validation of a brief scale for research and counseling. Journal of Counseling Psychology, 50(1), 84-96. https://doi.org/10.1037/0022-0167.50.1.84
Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: A means–end model and synthesis of evidence. Journal of Marketing, 52(3), 2–22. https://doi.org/10.1177/002224298805200302