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Data Envelopment Analysis in Microfinance Research: A Systematic Review

In: Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability Recent Trends and Developments

Author

Listed:
  • Md Imran Hossain
  • Md Aslam Mia

Abstract

Numerous studies in the microfinance context have been observed to employ the data envelopment analysis (DEA) technique for the estimation of efficiency and/or productivity at the organizational level. This chapter aims to synthesize the existing DEA literature in the microfinance context to provide an overview of the methodological development over the past two decades and identify future research directions. To this end, literature data spanning the period 2006–2022 have been gathered from the Scopus database, and after filtering them based on inclusion and exclusion criteria, a total of 70 research articles relevant to this topic were considered for the study. With respect to methodological development, although most of the studies relied on the classical DEA, a recent trend revealed that studies are also employing various forms of network DEA (NDEA) techniques that integrate complex and multiple stages of the production process to help capture the diverse objectives of microfinance institutions. Furthermore, most studies utilize either regional or global data in their analysis of efficiency/productivity, with only a few exceptions. Lastly, bibliometric processing software (e.g., VOSViewer) is utilized for the identification of influential authors, institutions, networking, and countries. The study identifies important prospects for future research.

Suggested Citation

  • Md Imran Hossain & Md Aslam Mia, 2024. "Data Envelopment Analysis in Microfinance Research: A Systematic Review," World Scientific Book Chapters, in: Sabri Boubaker & Thanh Ngo (ed.), Handbook on Data Envelopment Analysis in Business, Finance, and Sustainability Recent Trends and Developments, chapter 10, pages 307-348, World Scientific Publishing Co. Pte. Ltd..
  • Handle: RePEc:wsi:wschap:9781800615786_0010
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    Keywords

    Data Envelopment Analysis; Business; Finance; Banking; Accounting; Sustainability; Efficiency; Performance; Productivity; Total Factor Productivity; Frontier Analysis;
    All these keywords.

    JEL classification:

    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling

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