Embedded Finance and Trade Performance of Marketplace SMEs Evidence from Indonesia’s Digital Commerce Ecosystem
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Abstract
The development of embedded finance in the digital marketplace ecosystem has transformed the way Micro, Small, and Medium Enterprises (MSMEs) access financing and conduct trade activities. This study aims to analyze the influence of embedded finance on the trade performance of MSME marketplaces in Indonesia and its implications for substituting traditional bank financing. The study employed a quantitative approach with an explanatory design and survey data from 268 MSMEs actively operating on marketplace platforms. The analysis was conducted using Partial Least Squares Structural Equation Modeling (PLS-SEM) to examine the relationship between Embedded Finance Accessibility, Access to Working Capital, Trade Performance, and the Banking Substitution Effect. The results show that embedded finance has a positive and significant effect on MSMEs' access to working capital and trade performance, both directly and through the partial mediation of working capital. Integrated liquidity within the platform has been shown to increase transaction frequency and sales volume, but the resulting effect reflects more on amplification of trade activity than on fundamental business productivity. The findings also suggest a partial substitution of bank credit, where increased use of embedded finance reduces MSMEs' dependence on bank financing for short-term working capital needs. Furthermore, the increased use of embedded finance weakens the influence of bank credit on trade performance. This research contributes to the financial intermediation and accounting literature by demonstrating a shift from financial statement-based credit allocation to transaction data-based liquidity allocation in the platform economy. These findings have implications for regulators, banks, and platform managers in understanding the new dynamics of MSME financing in the digital trade era.
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References
Barth, M. E., Li, K., & McClure, C. (2021). Evolution in value relevance of accounting information in the digital economy. Accounting Horizons, 35(4), 27–54. doi:10.2308/HORIZONS-19-191
Bartlett, R., Morse, A., Stanton, R., & Wallace, N. (2022). Consumer-lending discrimination in the fintech era. Journal of Finance, 77(1), 81–126. doi:10.1111/jofi.13066
Bazarbash, M., Beaton, K., & Rojas, A. (2021). Fintech in financial inclusion: Machine learning applications in assessing credit risk. International Monetary Fund Working Paper No. 21/109. Washington, DC: International Monetary Fund.
Berg, T., Burg, V., Gombović, A., & Puri, M. (2020). On the rise of fintechs: Credit scoring using digital footprints. Review of Financial Studies, 33(7), 2845–2897. doi:10.1093/rfs/hhz099
Carletti, E., Claessens, S., Fatás, A., & Vives, X. (2020). The bank business model in the post-COVID-19 world. CEPR Policy Insight, 104, 1–12.
Claessens, S., Frost, J., Turner, G., & Zhu, F. (2021). Fintech credit markets around the world: Size, drivers and policy issues. BIS Quarterly Review, September, 29–49.
Cornelli, G., Frost, J., Gambacorta, L., Rau, R., Wardrop, R., & Ziegler, T. (2023). Fintech and big tech credit: A new database. BIS Working Papers, No. 1095. Bank for International Settlements.
Cusumano, M. A., Gawer, A., & Yoffie, D. B. (2019). The business of platforms: Strategy in the age of digital competition, innovation, and power. New York, NY: Harper Business.
Diamond, D. W. (1984). Financial intermediation and delegated monitoring. Review of Economic Studies, 51(3), 393–414.
Duarte, J., Siegel, S., & Young, L. (2022). Trust and credit: The role of information in financial contracting. Journal of Financial Economics, 145(2), 576–601. doi:10.1016/j.jfineco.2021.12.006
Frost, J., Gambacorta, L., Huang, Y., Shin, H. S., & Zbinden, P. (2022). BigTech and the changing structure of financial intermediation. Economic Policy, 37(112), 761–799. doi:10.1093/epolic/eiac020
Fuster, A., Plosser, M., Schnabl, P., & Vickery, J. (2019). The role of technology in mortgage lending. Review of Financial Studies, 32(5), 1854–1899. doi:10.1093/rfs/hhy088
Goldfarb, A., & Tucker, C. (2019). Digital economics. Journal of Economic Literature, 57(1), 3–43.
Gomber, P., Koch, J. A., & Siering, M. (2021). Digital finance and fintech: Current research and future research directions. Journal of Business Economics, 91(5), 537–580.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Thousand Oaks, CA: Sage Publications.
Hau, H., Huang, Y., Shan, H., & Sheng, Z. (2021). Fintech credit and entrepreneurial growth. Journal of Financial Economics, 145(2), 543–564. doi:10.1016/j.jfineco.2021.05.013
Lambrecht, A., & Tucker, C. (2020). Algorithmic bias? An empirical study of apparent gender-based discrimination in the display of STEM career ads. Management Science, 65(7), 2966–2981.
Luo, X., Li, H., & Zhang, J. (2023). Algorithmic governance and platform inequality: Evidence from digital marketplaces. Management Science, 69(8), 4512–4530.
National Payments Corporation of India (NPCI). (2023). Annual Report 2022–23. Mumbai: NPCI. Retrieved from https://www.npci.org.in/who-we-are/annual-report
OECD. (2023). Financing SMEs and entrepreneurs 2023: An OECD scoreboard. Paris: OECD Publishing.
Parker, G. G., Van Alstyne, M. W., & Jiang, X. (2021). Platform ecosystems: How developers invert the firm. MIS Quarterly, 45(1), 255–276.
Reserve Bank of India (RBI). (2023). Annual Report 2022–23. Mumbai: Reserve Bank of India. Retrieved from https://www.rbi.org.in/Scripts/AnnualReportPublications.aspx
Reserve Bank of India (RBI). (2023). Report on Trend and Progress of Banking in India 2022–23. Mumbai: RBI Press. Retrieved from https://www.rbi.org.in/Scripts/PublicationsView.aspx?id=22768
Reserve Bank of India (RBI). (2023). Handbook of Statistics on the Indian Economy 2022–23. Mumbai: RBI. Retrieved from https://www.rbi.org.in/Scripts/AnnualPublications.aspx
Reserve Bank of India (RBI). (2021). Report of the Working Group on Digital Lending including Lending through Online Platforms and Mobile Apps. Mumbai: RBI. Retrieved from https://www.rbi.org.in/Scripts/PublicationReportDetails.aspx?UrlPage=&ID=1189
Reserve Bank of India (RBI). (2023). Master Direction – Non-Banking Financial Company – Account Aggregator (Amendment). RBI/DNBR/2023-24/91. Retrieved from https://www.rbi.org.in
Rochet, J. C., & Tirole, J. (2003). Platform competition in two-sided markets. Journal of the European Economic Association, 1(4), 990–1029.
Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets with imperfect information. American Economic Review, 71(3), 393–410.
Tang, H. (2022). Peer-to-peer lenders versus banks: Substitutes or complements? Review of Financial Studies, 35(3), 1360–1401.
Tiwana, A. (2014). Platform ecosystems: Aligning architecture, governance, and strategy. Burlington, MA: Morgan Kaufmann.
Vives, X. (2021). Digital disruption in banking. Annual Review of Financial Economics, 13, 243–272.
World Bank. (2022). Digital financial services and MSME finance: Evidence from emerging markets. Washington, DC: World Bank Group.