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Fintech and banks collaboration: Does it influence efficiency in the banking sector?

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  • Ntwiga, Davis Bundi

Abstract

This Efficient banks increase financial stability, intermediation and value to the shareholders. As Fintech innovations continue to alter the landscape in the banking sector in Kenya, the collaboration between Fintech and bank will continue to shape the evolution of credit allocation and delivery of services. This study investigates if Fintech and bank collaboration have a negative or positive influence on efficiency in the banking sector. The data envelopment analysis is applied with input-orientation based on four intermediation dimension models. Efficiency scores are decomposed into technical efficiency, pure technical efficiency and scale efficiency. Financial statement data from 2009-2018 for top 15 banks based on the market share of which 13 banks are either locally owned or Nairobi Securities Exchange-listed, with 2 foreign-owned banks excluded from the study. Among these two categories, 5 banks have Fintech collaborations. The study period is segmented into Pre-Fintech, 2009-2014 and Post Fintech, 2015-2018. Descriptive statistics summarize the data, Kruskall Wallis and Conover tests for the Post-Hoc with Panel regression model testing the effect of financial ratios on technical efficiency of banks for Pre-Post Fintech period. Fintech collaborating banks had superior management performance and higher efficiency scores in Pre-Fintech and Post Fintech compared to the NSE listed and locally owned banks based on model M4. Fintech collaboration significantly reduced the cost of intermediation, and increased the scale of operations, a decrease in returns to scale. Therefore, Fintech and banks collaborations had a positive effect on efficiency in the banking sector but it is not statistically significant.

Suggested Citation

  • Ntwiga, Davis Bundi, 2020. "Fintech and banks collaboration: Does it influence efficiency in the banking sector?," KBA Centre for Research on Financial Markets and Policy Working Paper Series 40, Kenya Bankers Association (KBA).
    • Handle: RePEc:zbw:kbawps:40
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    References listed on IDEAS

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    1. Lina Novickytė & Jolanta Droždz, 2018. "Measuring the Efficiency in the Lithuanian Banking Sector: The DEA Application," IJFS, MDPI, vol. 6(2), pages 1-15, March.
    2. Serge Ky & Clovis Rugemintwari & Alain Sauviat, 2019. "Is fintech good for bank performance? The case of mobile money in the East African Community," Working Papers hal-02155077, HAL.
    3. Sanderson Abel & Hlalefang Khobai & Pierre Le Roux, 2017. "Domestic or Foreign Banks? Who Wields more Market Power?," International Journal of Economics and Financial Issues, Econjournals, vol. 7(2), pages 175-181.
    4. González, Luis Otero & Razia, Alaa & Búa, Milagros Vivel & Sestayo, Rubén Lado, 2017. "Competition, concentration and risk taking in Banking sector of MENA countries," Research in International Business and Finance, Elsevier, vol. 42(C), pages 591-604.
    5. Tadesse Zenebe Lema, 2017. "Determinants of bank technical efficiency: Evidence from commercial banks in Ethiopia," Cogent Business & Management, Taylor & Francis Journals, vol. 4(1), pages 1268356-126, January.
    6. Ha Thu Vu & Sean Turnell, 2010. "Cost Efficiency of the Banking Sector in Vietnam: A Bayesian Stochastic Frontier Approach with Regularity Constraints," Asian Economic Journal, East Asian Economic Association, vol. 24(2), pages 115-139, June.
    7. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    8. Alex Bara & Sanderson Abel, 2017. "Decomposition of the Technical Efficiency: Pure Technical and Scale Efficiency of the Financial System," Working Papers 683, Economic Research Southern Africa.
    9. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
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