More networks, more financial inclusion? An empirical evidence from Indonesia
DOI:
https://doi.org/10.31328/jsed.v5i2.3894Keywords:
financial campaign, financial inclusion, financial institutions, self-help group, social capitalAbstract
Social capital is essential in mediating financial inclusion. We employ broader horizontal and vertical social engagement of social capital such as bonding, bridging and linking. Meanwhile, financial inclusion is defined as saving ownership in a formal financial institution. Using a logistic regression model and a sample of 74,454 individual respondents from the 2018 National Socioeconomic Survey, we found that social capital is essential in promoting formal saving behavior. Among three indicators (bonding, bridging, and linking), the results show that a rise in the bridging variable was associated with a 10 per cent higher likelihood of having a formal savings, higher in magnitude than the linking variable. Bonding variable had no effect in promoting financial inclusion, but upon further observation, it was still suitable to be implemented in rural area. Our estimates justified the presence of financial information transmission among people in their respective social circles. Our findings suggest that the government should consider a financial campaign using a community-based approach to complement the current inclusion strategy.JEL Classification:Â D14; G41; O17References
Ban, R., Gilligan, M. J., & Rieger, M. (2020). Self-help groups, savings and social capital: Evidence from a field experiment in Cambodia. Journal of Economic Behavior and Organization, 180(2020), 174–200. https://doi.org/10.1016/j.jebo.2020.09.029
Banerjee, A. V., & Duflo, E. (2007). The economic lives of the poor. Journal of Economic Perspectives, 21(1), 141–167. https://doi.org/10.1257/jep.21.1.141
Bekele, W. D. (2022). Determinants of financial inclusion: A comparative study of Kenya and Ethiopia. Journal of African Business, 1–19. https://doi.org/10.1080/15228916.2022.2078938
Bongomin, G., Ntayi, J. M., Munene, J. C., & Maninga, C. (2018). Institutions and financial inclusion in rural Uganda : The mediating role of social capital. Journal of African Business, 19(2), 244–261. https://doi.org/10.1080/15228916.2018.1425961
Bongomin, G., Ntayi, J., Munene, J., & Nabeta, I. (2016). Social capital: mediator of financial literacy and financial inclusion in rural Uganda. Review of International Business and Strategy, 26(2), 291–312. https://doi.org/10.1108/RIBS-06-2014-0072
Coleman, J. (1988). Social capital in the creation of human capital. The American Journal of Sociology, 94, 95–120. Retrieved from https://www.jstor.org/stable/2780243
Cull, R., Gan, L., Gao, N., & Xu, L. C. (2016). Social capital, finance, and consumption: Evidence from a representative sample of Chinese households (WPS7873, Issue October). Retrieved from https://openknowledge.worldbank.org/bitstream/handle/10986/25317/WPS7873.pdf?sequence=5&isAllowed=y
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2017). The Global Findex Database 2017. Retrieved from https://openknowledge.worldbank.org/handle/10986/29510
Devlin, J. F. (2009). An analysis of influences on total financial exclusion. Service Industries Journal, 29(8), 1021–1036. https://doi.org/10.1080/02642060902764160
Dokhi, M., Siagian, T. H., Utomo, A. P., & Rumanitha, E. (2017). Social capital and disaster preparedness in Indonesia: A quantitative assessment through binary logistic regression. In Disaster Risk Reduction (pp. 589–608). Springer. https://doi.org/10.1007/978-3-319-54466-3_24
Dowla, A. (2006). In credit we trust: Building social capital by Grameen Bank in Bangladesh. The Journal of Socio-Economics, 35(1), 102–122. https://doi.org/10.1016/j.socec.2005.12.006
Duflo, E., & Saez, E. (2003). The role of information and social interactions in retirement plan decisions: evidence from a randomized experiment. Quarterly Journal of Economics, 118(3), 815–842. https://doi.org/10.1162/00335530360698432
Ghosh, S. (2021). How important is trust in driving financial inclusion? Journal of Behavioral and Experimental Finance, 30. https://doi.org/10.1016/j.jbef.2021.100510
Glatz, C., & Bodi-Fernandez, O. (2020). Individual social capital and subjective well-being in urban- and rural Austrian areas. Osterreichische Zeitschrift Fur Soziologie, 45(2), 139–163. https://doi.org/10.1007/s11614-020-00399-9
Guiso, B. L., Sapienza, P., & Zingales, L. (2004). The Role of social capital in financial development. The American Economic Review, 94(3), 526–556. https://doi.org/10.1257/0002828041464498
Gujarati, D. N. (2003). Basic Econometrics (4th ed.). McGraw-Hill. https://books.google.co.id/books?id=vL9kAAAACAAJ&dq
Helliwell, J., & Putnam, R. (1995). Economic growth and social capital in Italy. Eastern Economic Journal, 21(3), 295–307. Retrieved from https://www.jstor.org/stable/40325643
Ksoll, C., Lilleør, H. B., Lønborg, J. H., & Rasmussen, O. D. (2016). Impact of village savings and loan associations: Evidence from a cluster randomized trial. Journal of Development Economics, 120, 70–85. https://doi.org/10.1016/J.JDEVECO.2015.12.003
Law, S. H., & Ibrahim, M. (2013). Social capital and financial market development. In Emerging Markets and Financial Resilience: Decoupling Growth from Turbulence (pp. 11–37). Palgrave Macmillan UK. https://doi.org/10.1057/9781137266613
Manzilati, A. (2022). Informal financing or debt traps: are the UN sustainable development goals being met in emerging economies? Review of International Business and Strategy, 32(1), 132–145. https://doi.org/10.1108/RIBS-01-2021-0011
Muzayanah, I. F. U., Nazara, S., Mahi, B. R., & Hartono, D. (2020). Is there social capital in cities? The association of urban form and social capital formation in the metropolitan cities of Indonesia. International Journal of Urban Sciences, 24(4), 532–556. https://doi.org/10.1080/12265934.2020.1730934
Newman, C., Tarp, F., & Van Den Broeck, K. (2014). Social capital, network effects, and savings in rural Vietnam. Review of Income and Wealth, 60(1), 79–99. https://doi.org/10.1111/roiw.12061
Nichols, C. (2021). Self-help groups as platforms for development: The role of social capital. World Development, 146. https://doi.org/10.1016/j.worlddev.2021.105575
Noerhidajati, S., Purwoko, A. B., Werdaningtyas, H., Kamil, A. I., & Dartanto, T. (2021). Household financial vulnerability in Indonesia: Measurement and determinants. Economic Modelling, 96, 433–444. https://doi.org/10.1016/j.econmod.2020.03.028
Nuryakin, Widayanti, R., Damayanti, R., & Susanto. (2021). The importance of market information accessibility to enhancing SMEs Indonesian superior financial performance. International Journal of Business Innovation and Research, 25(1), 1–18. https://doi.org/10.1504/IJBIR.2021.115010
OECD. (2020). International Survey of Adult Financial Literacy. Retrieved from https://www.oecd.org/financial/education/oecd-infe-2020-international-survey-of-adult-financial-literacy.pdf
OJK. (2020). Survei Nasional Literasi dan Inklusi Keuangan 2019. Retrieved from https://www.ojk.go.id/id/berita-dan-kegiatan/publikasi/Pages/Survei-Nasional-Literasi-dan-Inklusi-Keuangan-2019.aspx
Onodugo, C., Onodugo, I., Ogbo, A., Okwo, H., & Ogbaekirigwe, C. (2021). Moderating role of social capital on the effect of financial behavior on financial inclusion. Problems and Perspectives in Management, 19(3), 502–512. https://doi.org/10.21511/ppm.19(3).2021.41
Percoco, M. (2015). Homeownership and saving preferences: evidence from Italy. Letters in Spatial and Resource Sciences, 8, 141–149. https://doi.org/10.1007/s12076-014-0119-x
Pindyck, R. S., & Rubinfeld, D. L. (2013). Microeconomics (8th ed.). Pearson. https://books.google.co.id/books?id=tXk-pwAACAAJ
Pinto, A. R., Arora, A., & Roy, S. (2020). Self-Help Group Members as Banking Agents for Deepening Financial Inclusion. Retrieved from https://openknowledge.worldbank.org/bitstream/handle/10986/34722/Self-Help-Group-Members-as-Banking-Agents-for-Deepening-Financial-Inclusion.pdf?sequence=1&isAllowed=y
Putnam, R. D. (2000). Bowling Alone: The Collapse and Revival of American Community. Simon and Schuster. https://books.google.co.id/books?id=rd2ibodep7UC
Putnam, R. D. (1993). Making Democracy Work: Civic Traditions in Modern Italy. Princeton University Press. https://books.google.co.id/books?id=gKZP8_Tp27UC
Qin, Z., Tanaka, K., & Matsuoka, S. (2022). Regional disparities in bonding and bridging social capital: An empirical study of rural and urban Japan. Japanese Journal of Sociology, 31(1). https://doi.org/10.1111/ijjs.12130
Rammohan, A., & Johar, M. (2009). The determinants of married women’ s autonomy in Indonesia. Feminist Economics, 15(4), 31–55. https://doi.org/10.1080/13545700903153989
Rokhim, R., Wulandari, P., & Wahyuni, S. (2021). Assessment of local economic development and its factors to improve welfare in the several regions in Indonesia. IOP Conference Series: Earth and Environmental Science, 716(1). https://doi.org/10.1088/1755-1315/716/1/012060
Scrivens, K., & Smith, C. (2013). Four Interpretations of Social Capital: An Agenda for Measurement (OECD Statistics Working Papers 2013/06). https://doi.org/10.1787/5jzbcx010wmt-en
Shimizutani, S., & Yamada, H. (2020). Financial literacy of middle-aged and older individuals: Comparison of Japan and the United States. Journal of the Economics of Ageing, 16(October 2019), 100214. https://doi.org/10.1016/j.jeoa.2019.100214
Sørensen, J. F. L. (2016). Rural–urban differences in bonding and bridging social capital. Regional Studies, 50(3), 391–410. https://doi.org/10.1080/00343404.2014.918945
Szreter, S., & Woolcock, M. (2004). Health by association? Social capital, social theory, and the political economy of public health. International Journal of Epidemiology, 33(4), 650–667. https://doi.org/10.1093/ije/dyh013
Tan, J., Xu, H., & Yu, J. (2022). The effect of homeownership on migrant household savings: Evidence from the removal of home purchase restrictions in China. Economic Modelling, 106. https://doi.org/10.1016/j.econmod.2021.105679
Xu, X. (2019). Trust and financial inclusion: A cross-country study. Finance Research Letters, 35. https://doi.org/10.1016/j.frl.2019.101310
Yangdol, R., & Sarma, M. (2019). Demand-side factors for financial inclusion: A cross-country empirical analysis. International Studies, 56(2–3), 163–185. https://doi.org/10.1177/0020881719849246
Yu, L., Mottola, G., Bennett, D. A., & Boyle, P. A. (2021). Adverse impacts of declining financial and health literacy in old age. American Journal of Geriatric Psychiatry, 29(11), 1129–1139. https://doi.org/10.1016/j.jagp.2021.02.042
Yudhistira, M. H., Khairina, N., Dartanto, T., & Nuryakin, C. (2021). Information technology and local conflict: evidence from Indonesia. Conflict, Security and Development, 21(6), 831–848. https://doi.org/10.1080/14678802.2021.1997452