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Effect of deposit mobilization on the technical efficiency of rural saving and credit cooperatives: Evidence from Ethiopia

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  • Girma Jirata Duguma
  • Jiqin Han

Abstract

Rural Savings and Credit Cooperatives (RuSACCOs) are small‐scale financial service provider enterprises in rural areas. They foster local economic development by mobilizing deposits and lending these out to individuals, families, farmers, and small businesses in the same area. Using balanced panel data of 457 RuSACCOs from Ethiopia over the period 2014–17, we show how deposit mobilization affects technical efficiency. Our first stage efficiency estimate by Data Envelopment Analysis (DEA) Window model shows the average efficiency of RuSACCOs gradually increased over time. The second stage Tobit censored estimation and bootstrapped truncated regression results confirms our hypotheses for key and control variables effects on technical efficiency. Focusing on rapid expansion during the early life cycle affects technical efficiency. A high percentage of women membership in cooperative enterprises advances technical efficiency. Furthermore, attracting and including all segments of the local entrepreneurial class as a membership opens the possibilities for mobilizing more deposits to become efficient.

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  • Girma Jirata Duguma & Jiqin Han, 2021. "Effect of deposit mobilization on the technical efficiency of rural saving and credit cooperatives: Evidence from Ethiopia," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 92(4), pages 621-647, December.
  • Handle: RePEc:bla:annpce:v:92:y:2021:i:4:p:621-647
    DOI: 10.1111/apce.12296
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    as
    1. Westley, Glenn D. & Shaffer, Sherrill, 1999. "Credit union policies and performance in Latin America," Journal of Banking & Finance, Elsevier, vol. 23(9), pages 1303-1329, September.
    2. Yasar A. Ozcan, 2014. "Evaluation of Performance in Health Care," International Series in Operations Research & Management Science, in: Health Care Benchmarking and Performance Evaluation, edition 2, chapter 0, pages 3-14, Springer.
    3. Chih-Hai Yang & Ku-Hsieh Chen, 2009. "Are small firms less efficient?," Small Business Economics, Springer, vol. 32(4), pages 375-395, April.
    4. Christoph Kneiding & Ignacio Mas, 2009. "Efficiency Drivers of MFIs : The Role of Age," World Bank Publications - Reports 9499, The World Bank Group.
    5. Yang, Hsu-Hao & Chang, Cheng-Yu, 0. "Using DEA window analysis to measure efficiencies of Taiwan's integrated telecommunication firms," Telecommunications Policy, Elsevier, vol. 33(1-2), pages 98-108, February.
    6. Carlos Lassala & Andreea Apetrei & Juan Sapena, 2017. "Sustainability Matter and Financial Performance of Companies," Sustainability, MDPI, vol. 9(9), pages 1-16, August.
    7. Kėdaitis Vytautas & Mikučionytė Žymantė & Baležentis Tomas & Valkauskas Romualdas, 2017. "Profit Efficiency in Lithuanian Credit Unions – A Dea Approach," Ekonomika (Economics), Sciendo, vol. 96(3), pages 90-101, January.
    8. Oduor, Jacob & Karingi, Stephen & Mwaura, Stephen, 2011. "Efficiency of financial market intermediation in Kenya: A comparative analysis," Journal of Policy Modeling, Elsevier, vol. 33(2), pages 226-240, March.
    9. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    10. Mette Asmild & Joseph Paradi & Vanita Aggarwall & Claire Schaffnit, 2004. "Combining DEA Window Analysis with the Malmquist Index Approach in a Study of the Canadian Banking Industry," Journal of Productivity Analysis, Springer, vol. 21(1), pages 67-89, January.
    11. Tim Coelli & Antonio Estache & Sergio Perelman & Lourdes Trujillo, 2003. "A Primer on Efficiency Measurement for Utilities and Transport Regulators," World Bank Publications - Books, The World Bank Group, number 15149, December.
    12. Nyankomo Marwa & Meshach Aziakpono, 2016. "Technical and scale efficiency of Tanzanian saving and credit cooperatives," Journal of Developing Areas, Tennessee State University, College of Business, vol. 50(1), pages 29-46, January-M.
    13. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    14. Girma Jirata Duguma & Jiqin Han, 2018. "Effect of Deposit Mobilization on the Financial Sustainability of Rural Saving and Credit Cooperatives: Evidence from Ethiopia," Sustainability, MDPI, vol. 10(10), pages 1-23, September.
    15. Allen, Franklin & Santomero, Anthony M., 1997. "The theory of financial intermediation," Journal of Banking & Finance, Elsevier, vol. 21(11-12), pages 1461-1485, December.
    16. Julia Paxton, 2007. "Technical Efficiency in a Semi‐Formal Financial Sector: The Case of Mexico," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(1), pages 57-74, February.
    17. Alvarez, Roberto & Crespi, Gustavo, 2003. "Determinants of Technical Efficiency in Small Firms," Small Business Economics, Springer, vol. 20(3), pages 233-244, May.
    18. Esho, Neil, 2001. "The determinants of cost efficiency in cooperative financial institutions: Australian evidence," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 941-964, May.
    19. 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.
    20. Zvi Bodie & Jonathan Treussard & Paul S. Willen, 2007. "The theory of life-cycle saving and investing," Public Policy Discussion Paper 07-3, Federal Reserve Bank of Boston.
    21. Janice Tieguhong Puatwoe & Serge Mandiefe Piabuo, 2017. "Financial sector development and economic growth: evidence from Cameroon," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-18, December.
    22. Tugba Eyceyurt Batir & David A. Volkman & Bener Gungor, 2017. "Determinants of bank efficiency in Turkey: Participation banks versus conventional banks," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(2), pages 86-96, June.
    23. Angeliki Flokou & Vassilis Aletras & Dimitris Niakas, 2017. "A window-DEA based efficiency evaluation of the public hospital sector in Greece during the 5-year economic crisis," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-26, May.
    24. Joanna Ledgerwood, 1998. "Microfinance Handbook: An Institutional and Financial Perspective," World Bank Publications - Books, The World Bank Group, number 12383, December.
    25. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    26. Cullinane Kevin & Song Dong-Wook & Ji Ping & Wang Teng-Fei, 2004. "An Application of DEA Windows Analysis to Container Port Production Efficiency," Review of Network Economics, De Gruyter, vol. 3(2), pages 1-23, June.
    27. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    28. Fall, François & Akim, Al-mouksit & Wassongma, Harouna, 2018. "DEA and SFA research on the efficiency of microfinance institutions: A meta-analysis," World Development, Elsevier, vol. 107(C), pages 176-188.
    29. Ayi Gavriel Ayayi & Mahinda Wijesiri, 2018. "Better with age? The relationship between longevity and efficiency dynamics of nonprofit microfinance institutions," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(5), pages 2331-2343, September.
    30. Louis, Philippe & Seret, Alex & Baesens, Bart, 2013. "Financial Efficiency and Social Impact of Microfinance Institutions Using Self-Organizing Maps," World Development, Elsevier, vol. 46(C), pages 197-210.
    31. Widiarto, Indra & Emrouznejad, Ali, 2015. "Social and financial efficiency of Islamic microfinance institutions: A Data Envelopment Analysis application," Socio-Economic Planning Sciences, Elsevier, vol. 50(C), pages 1-17.
    32. Yasar A. Ozcan, 2014. "Health Care Benchmarking and Performance Evaluation," International Series in Operations Research and Management Science, Springer, edition 2, number 978-1-4899-7472-3, September.
    33. Wijesiri, Mahinda & Viganò, Laura & Meoli, Michele, 2015. "Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach," Economic Modelling, Elsevier, vol. 47(C), pages 74-83.
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