Main Article Content
Abstract
Purpose – The purpose of this study is to investigate the relationship between financial inclusion and the distribution of Islamic banking financing to Indonesia's MSME industry.
Methodology – This study utilizes the Vector Error Correction Model (VECM) approach covering the period between 2015 to 2020.
Findings – The study's findings suggest that the use of all-inclusive financial variables, as represented by the number of ATMs, branch offices, and Third-Party Fund (TPF), has a significant effect on the distribution of financing in the short-term but not in the long term. Furthermore, macroeconomic as well as internal control variables, such as inflation and Non-Performing Financing, have been shown to have a significant influence. The impulse-response function analysis shows that the financing distribution responds positively to financial inclusion variables such as ATMs and branch offices. TPF, inflation, ROA, and exchange rate variables were found to have negative responses in the case of a shock.
Implications – The findings of this study are expected to be used as a basis to develop government policies, particularly in supporting the post-COVID-19 national economic recovery through a comprehensive financial program that can broaden access to financing from Islamic banks for the general public, particularly MSME actors who have been severely impacted by the COVID-19 pandemic.
Originality – This investigation utilizes three distinct indicators to assess the relationship between Islamic financing distribution in Islamic banking and financial inclusion for MSMEs. These include measures of financial inclusion, financial performance metrics of Islamic banking institutions, and macroeconomic variables.
Keywords
Article Details
Copyright (c) 2023 Sri Yayu Ninglasari, Sulaeman, Indri Supriani, M. Fikri Himmawan
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References
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- Aysan, A. F., Disli, M., Ng, A., & Ozturk, H. (2016). Is small the new big? Islamic banking for SMEs in Turkey. Economic Modelling, 54, 187–194. https://doi.org/10.1016/j.econmod.2015.12.031
- Basuki, A. T. (2018). Aplikasi model VAR dan VECM dalam ekonomi. Fakultas Ekonomi Univ. Muhammadiyah Yogyakarta, 1, 1–41. https://ekonometrikblog.files.wordpress.com/2015/10/model-var-dan-vecm.pdf
- Bella, F. I., & Himmawan, M. F. (2021). Digitalization and efficiency: Technology-based service of Indonesia Sharia commercial banks. Iqtishadia, 14(2), 280. https://doi.org/10.21043/iqtishadia.v14i2.8983
- Dasih, K. (2019). Determinan penyaluran kredit di Indonesia pasca periode krisis keuangan global. Unpublished, n.d(n.d), 1–17.
- Disli, M., Aysan, A. F., & Abdelsalam, O. (2022). Favoring the small and the plenty: Islamic banking for MSMEs. Economic Systems, April 2021, 101051. https://doi.org/10.1016/j.ecosys.2022.101051
- Evans, O. (2018). Connecting the poor: The internet, mobile phones and financial inclusion in Africa. Digital Policy, Regulation and Governance, 20(6), 568–581. https://doi.org/10.1108/DPRG-04-2018-0018
- Gitaharie, B. Y., Soelistianingsih, L., & Djutaharta, T. (2017). Financial inclusion: Household access to credit in Indonesia. Competition and Cooperation in Economics and Business, 4(1). Routledge. https://doi.org/10.1201/9781315225227-35
- Gutiérrez-Romero, R., & Ahamed, M. (2021). COVID-19 response needs to broaden financial inclusion to curb the rise in poverty. World Development, 138, 105229. https://doi.org/10.1016/j.worlddev.2020.105229
- Haini, H. (2021). Financial access and the finance–growth nexus: Evidence from developing economies. International Journal of Social Economics, 48(5), 693-708. https://doi.org/10.1108/IJSE-08-2020-0549
- Hakeem, M. M. (2019). Innovative solutions to tap the Micro, Small, and Medium Enterprises (MSME) market. Islamic Economic Studies, 27(1), 38–52. https://doi.org/10.1108/ies-05-2019-0002
- Harley, T. W., Adegoke, A. J., & Adegbola, D. (2017). Role of financial inclusion in economic growth and poverty reduction. Internal Journal of Research in Economics and Social Sciences (IJRESS), 7(5), http://www.euroasiapub.org
- Himmawan, M. F., & Firdausi, N. A. (2021). Projection of Indonesian Islamic commercial banks' efficiency and stability in the Covid-19 period using DEA and panel ARDL. Jurnal Ekonomi & Keuangan Islam, 7(1), 17–30. https://doi.org/10.20885/jeki.vol7.iss1.art2
- Iqbal, B. A., & Sami, S. (2017). Papel de los bancos en la inclusión financiera en la India. Contaduria y Administracion, 62(2), 644–656. https://doi.org/10.1016/j.cya.2017.01.007
- Kim, D.-W., Yu, J.-S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1–14. https://doi.org/10.1016/j.ribaf.2017.07.178
- Kim, D. W., Yu, J. S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1–14. https://doi.org/10.1016/j.ribaf.2017.07.178
- Kuswara, D. P., Lestari, E. P., & Retnaningsih, T. K. (2019). Determinant of Islamic banking profitability in Indonesia. Jurnal Organisasi dan Manajemen, 15(1), 36–45. https://doi.org/10.33830/jom.v15i1.865.2019
- Le, T.-H., Chuc, A. T., & Taghizadeh-Hesary, F. (2019). Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Review, 19(4), 310–322. https://doi.org/10.1016/j.bir.2019.07.002
- Lutkepohl, H. (1991). Introduction To Multiple Time Series Analysis. Springer-Verlag.
- Maulayati, R. R., Bahril, M. A., & Herianingrum, S. (2020). Effect of macroeconomic variables on third-party funds in Islamic commercial banks in Indonesia. Journal of Islamic Economics Lariba, 6(1), 19–40. https://doi.org/10.20885/jielariba.vol6.iss1.art2
- Muhammad, R., Suluki, A., & Nugraheni, P. (2020). Internal factors and non-performing financing in Indonesian Islamic rural banks. Cogent Business and Management, 7(1). https://doi.org/10.1080/23311975.2020.1823583
- Nastiti, N. D., & Kasri, R. A. (2019). The role of banking regulation in the development of Islamic banking financing in Indonesia. International Journal of Islamic and Middle Eastern Finance and Management, 12(5), 643–662. https://doi.org/10.1108/IMEFM-10-2018-0365
- Nugraha, D., & Darmansyah, A. (2019). The effect of Sharia funding and financing product toward profitability of Islamic commercial banks in Indonesia. International Conference on Rural Development and Entrepreneurship 2019, 5(1), 622–632. http://jp.feb.unsoed.ac.id/index.php/Icore/article/viewFile/1528/1539
- Otoritas Jasa Keuangan. (2022). Statistik perbankan Syariahhttps://ojk.go.id/id/kanal/syariah/data-dan-statistik/statistik-perbankan-yariahsyariah/Pages/Statistik-Perbankan-Syariah---Desember-2022.aspx
- Priyadi, U., Utami, K. D. S., Muhammad, R., & Nugraheni, P. (2021). Determinants of credit risk of Indonesian sharī’ah rural banks. ISRA International Journal of Islamic Finance, 13(3), 284–301. https://doi.org/10.1108/IJIF-09-2019-0134
- Raza, M. S., Tang, J., Rubab, S., & Wen, X. (2019). Determining the nexus between financial inclusion and economic development in Pakistan. Journal of Money Laundering Control, 22(2), 195–209. https://doi.org/10.1108/JMLC-12-2017-0068
- Raza, S. A., Shah, N., & Ali, M. (2019). Acceptance of mobile banking in Islamic banks: Evidence from modified UTAUT model. Journal of Islamic Marketing, 10(1), 357–376. https://doi.org/10.1108/JIMA-04-2017-0038
- Rifai, S. A., Susanti, H., & Setyaningrum, A. (2017). Analisis pengaruh kurs rupiah, laju inflasi, jumlah uang beredar dan pertumbuhan ekspor terhadap total pembiayaan perbankan Syariah dengan dana pihak ketiga sebagai variabel moderating. Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 8(1), 13–27. https://doi.org/https://doi.org/10.18326/muqtasid.v8i1.13-27
- Sethi, D., & Acharya, D. (2018). Financial inclusion and economic growth linkage: Some cross country evidence. Journal of Financial Economic Policy, 10(3), 369–385. https://doi.org/10.1108/JFEP-11-2016-0073
- Shaban, M., Duygun, M., Anwar, M., & Akbar, B. (2014). Diversification and banks’ willingness to lend to small businesses: Evidence from Islamic and conventional banks in Indonesia. Journal of Economic Behavior and Organization, 103, S39–S55. https://doi.org/10.1016/j.jebo.2014.03.021
- Sharma, D. (2016). Nexus between financial inclusion and economic growth. Journal of Financial Economic Policy, 8(1), 13–36. https://doi.org/10.1108/JFEP-01-2015-0004
- Sohibien, G. P. D., Laome, L., Choiruddin, A., & Kuswanto, H. (2022). COVID-19 pandemic’s impact on return on asset and financing of Islamic commercial banks: Evidence from Indonesia. Sustainability, 14(3), 1–13. https://doi.org/10.3390/su14031128
- Sudarsono, H. (2019). Analysis of factors affecting financing with Islamic banks in agriculture sectors. Asian Journal of Islamic Management (AJIM), 1(2), 116–126. https://doi.org/10.20885/ajim.vol1.iss2.art6
- Sulaiman. (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. https://doi.org/https://dx.doi.org/10.20885/JEKI. vol7.iss1.art3
- Tahiri Jouti, A. (2018). Islamic finance: financial inclusion or migration? ISRA International Journal of Islamic Finance, 10(2), 277–288. https://doi.org/10.1108/IJIF-07-2018-0074
- Tohirin, A., & Husaini, F. (2019). Does Islamic banking financing help the poor? Proceeding UII-ICABE, 2019(1955), 41–50. https://journal.uii.ac.id/icabe/article/view/14693
- Undang-Undang Nomor 21 Tahun 2008 tentang perbankan Syariah. (2008). Undang-Undang Nomor 21 Tahun 2008 tentang perbankan Syariah (No. 21). Otoritas Jasa Keuangan (OJK); Otoritas Jasa Keuangan.
- Whidaningayu, E. (2018). Analisis pengaruh non performing financing dan financing to deposit ratio terhadap volume pembiayaan pada perbankan Syariah di Indonesia dengan dana pihak ketiga sebagai variabel mediasi. Jurnal Riset Keuangan Dan Akuntansi, 1(01), 14–28. https://doi.org/10.25134/jrka.v1i01.430
- Zivot, E., & Wang, J. (2005). Modeling Financial Time Series with S-PLUS. Springer US. https://doi.org/10.1007/978-0-387-32348-0
References
Anwar, A., Uppun, P., Tri, I., & Reviani, A. (2016). The role of financial inclusion in poverty reduction in Indonesia. Journal of Business and Management (IOSR-JBM). https://doi.org/10.9790/487X-1806033739
Aysan, A. F., Disli, M., Ng, A., & Ozturk, H. (2016). Is small the new big? Islamic banking for SMEs in Turkey. Economic Modelling, 54, 187–194. https://doi.org/10.1016/j.econmod.2015.12.031
Basuki, A. T. (2018). Aplikasi model VAR dan VECM dalam ekonomi. Fakultas Ekonomi Univ. Muhammadiyah Yogyakarta, 1, 1–41. https://ekonometrikblog.files.wordpress.com/2015/10/model-var-dan-vecm.pdf
Bella, F. I., & Himmawan, M. F. (2021). Digitalization and efficiency: Technology-based service of Indonesia Sharia commercial banks. Iqtishadia, 14(2), 280. https://doi.org/10.21043/iqtishadia.v14i2.8983
Dasih, K. (2019). Determinan penyaluran kredit di Indonesia pasca periode krisis keuangan global. Unpublished, n.d(n.d), 1–17.
Disli, M., Aysan, A. F., & Abdelsalam, O. (2022). Favoring the small and the plenty: Islamic banking for MSMEs. Economic Systems, April 2021, 101051. https://doi.org/10.1016/j.ecosys.2022.101051
Evans, O. (2018). Connecting the poor: The internet, mobile phones and financial inclusion in Africa. Digital Policy, Regulation and Governance, 20(6), 568–581. https://doi.org/10.1108/DPRG-04-2018-0018
Gitaharie, B. Y., Soelistianingsih, L., & Djutaharta, T. (2017). Financial inclusion: Household access to credit in Indonesia. Competition and Cooperation in Economics and Business, 4(1). Routledge. https://doi.org/10.1201/9781315225227-35
Gutiérrez-Romero, R., & Ahamed, M. (2021). COVID-19 response needs to broaden financial inclusion to curb the rise in poverty. World Development, 138, 105229. https://doi.org/10.1016/j.worlddev.2020.105229
Haini, H. (2021). Financial access and the finance–growth nexus: Evidence from developing economies. International Journal of Social Economics, 48(5), 693-708. https://doi.org/10.1108/IJSE-08-2020-0549
Hakeem, M. M. (2019). Innovative solutions to tap the Micro, Small, and Medium Enterprises (MSME) market. Islamic Economic Studies, 27(1), 38–52. https://doi.org/10.1108/ies-05-2019-0002
Harley, T. W., Adegoke, A. J., & Adegbola, D. (2017). Role of financial inclusion in economic growth and poverty reduction. Internal Journal of Research in Economics and Social Sciences (IJRESS), 7(5), http://www.euroasiapub.org
Himmawan, M. F., & Firdausi, N. A. (2021). Projection of Indonesian Islamic commercial banks' efficiency and stability in the Covid-19 period using DEA and panel ARDL. Jurnal Ekonomi & Keuangan Islam, 7(1), 17–30. https://doi.org/10.20885/jeki.vol7.iss1.art2
Iqbal, B. A., & Sami, S. (2017). Papel de los bancos en la inclusión financiera en la India. Contaduria y Administracion, 62(2), 644–656. https://doi.org/10.1016/j.cya.2017.01.007
Kim, D.-W., Yu, J.-S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1–14. https://doi.org/10.1016/j.ribaf.2017.07.178
Kim, D. W., Yu, J. S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1–14. https://doi.org/10.1016/j.ribaf.2017.07.178
Kuswara, D. P., Lestari, E. P., & Retnaningsih, T. K. (2019). Determinant of Islamic banking profitability in Indonesia. Jurnal Organisasi dan Manajemen, 15(1), 36–45. https://doi.org/10.33830/jom.v15i1.865.2019
Le, T.-H., Chuc, A. T., & Taghizadeh-Hesary, F. (2019). Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Review, 19(4), 310–322. https://doi.org/10.1016/j.bir.2019.07.002
Lutkepohl, H. (1991). Introduction To Multiple Time Series Analysis. Springer-Verlag.
Maulayati, R. R., Bahril, M. A., & Herianingrum, S. (2020). Effect of macroeconomic variables on third-party funds in Islamic commercial banks in Indonesia. Journal of Islamic Economics Lariba, 6(1), 19–40. https://doi.org/10.20885/jielariba.vol6.iss1.art2
Muhammad, R., Suluki, A., & Nugraheni, P. (2020). Internal factors and non-performing financing in Indonesian Islamic rural banks. Cogent Business and Management, 7(1). https://doi.org/10.1080/23311975.2020.1823583
Nastiti, N. D., & Kasri, R. A. (2019). The role of banking regulation in the development of Islamic banking financing in Indonesia. International Journal of Islamic and Middle Eastern Finance and Management, 12(5), 643–662. https://doi.org/10.1108/IMEFM-10-2018-0365
Nugraha, D., & Darmansyah, A. (2019). The effect of Sharia funding and financing product toward profitability of Islamic commercial banks in Indonesia. International Conference on Rural Development and Entrepreneurship 2019, 5(1), 622–632. http://jp.feb.unsoed.ac.id/index.php/Icore/article/viewFile/1528/1539
Otoritas Jasa Keuangan. (2022). Statistik perbankan Syariahhttps://ojk.go.id/id/kanal/syariah/data-dan-statistik/statistik-perbankan-yariahsyariah/Pages/Statistik-Perbankan-Syariah---Desember-2022.aspx
Priyadi, U., Utami, K. D. S., Muhammad, R., & Nugraheni, P. (2021). Determinants of credit risk of Indonesian sharī’ah rural banks. ISRA International Journal of Islamic Finance, 13(3), 284–301. https://doi.org/10.1108/IJIF-09-2019-0134
Raza, M. S., Tang, J., Rubab, S., & Wen, X. (2019). Determining the nexus between financial inclusion and economic development in Pakistan. Journal of Money Laundering Control, 22(2), 195–209. https://doi.org/10.1108/JMLC-12-2017-0068
Raza, S. A., Shah, N., & Ali, M. (2019). Acceptance of mobile banking in Islamic banks: Evidence from modified UTAUT model. Journal of Islamic Marketing, 10(1), 357–376. https://doi.org/10.1108/JIMA-04-2017-0038
Rifai, S. A., Susanti, H., & Setyaningrum, A. (2017). Analisis pengaruh kurs rupiah, laju inflasi, jumlah uang beredar dan pertumbuhan ekspor terhadap total pembiayaan perbankan Syariah dengan dana pihak ketiga sebagai variabel moderating. Muqtasid: Jurnal Ekonomi Dan Perbankan Syariah, 8(1), 13–27. https://doi.org/https://doi.org/10.18326/muqtasid.v8i1.13-27
Sethi, D., & Acharya, D. (2018). Financial inclusion and economic growth linkage: Some cross country evidence. Journal of Financial Economic Policy, 10(3), 369–385. https://doi.org/10.1108/JFEP-11-2016-0073
Shaban, M., Duygun, M., Anwar, M., & Akbar, B. (2014). Diversification and banks’ willingness to lend to small businesses: Evidence from Islamic and conventional banks in Indonesia. Journal of Economic Behavior and Organization, 103, S39–S55. https://doi.org/10.1016/j.jebo.2014.03.021
Sharma, D. (2016). Nexus between financial inclusion and economic growth. Journal of Financial Economic Policy, 8(1), 13–36. https://doi.org/10.1108/JFEP-01-2015-0004
Sohibien, G. P. D., Laome, L., Choiruddin, A., & Kuswanto, H. (2022). COVID-19 pandemic’s impact on return on asset and financing of Islamic commercial banks: Evidence from Indonesia. Sustainability, 14(3), 1–13. https://doi.org/10.3390/su14031128
Sudarsono, H. (2019). Analysis of factors affecting financing with Islamic banks in agriculture sectors. Asian Journal of Islamic Management (AJIM), 1(2), 116–126. https://doi.org/10.20885/ajim.vol1.iss2.art6
Sulaiman. (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. https://doi.org/https://dx.doi.org/10.20885/JEKI. vol7.iss1.art3
Tahiri Jouti, A. (2018). Islamic finance: financial inclusion or migration? ISRA International Journal of Islamic Finance, 10(2), 277–288. https://doi.org/10.1108/IJIF-07-2018-0074
Tohirin, A., & Husaini, F. (2019). Does Islamic banking financing help the poor? Proceeding UII-ICABE, 2019(1955), 41–50. https://journal.uii.ac.id/icabe/article/view/14693
Undang-Undang Nomor 21 Tahun 2008 tentang perbankan Syariah. (2008). Undang-Undang Nomor 21 Tahun 2008 tentang perbankan Syariah (No. 21). Otoritas Jasa Keuangan (OJK); Otoritas Jasa Keuangan.
Whidaningayu, E. (2018). Analisis pengaruh non performing financing dan financing to deposit ratio terhadap volume pembiayaan pada perbankan Syariah di Indonesia dengan dana pihak ketiga sebagai variabel mediasi. Jurnal Riset Keuangan Dan Akuntansi, 1(01), 14–28. https://doi.org/10.25134/jrka.v1i01.430
Zivot, E., & Wang, J. (2005). Modeling Financial Time Series with S-PLUS. Springer US. https://doi.org/10.1007/978-0-387-32348-0