IDEAS home Printed from https://ideas.repec.org/a/gei/journl/v5y2018i1p111-123.html
   My bibliography  Save this article

Performance Evaluation of Microfinance Providers Using Data Envelopment Analysis: The Profitability Perspective

Author

Listed:
  • Sadia Farooq

    (University of the Punjab)

Abstract

Maximizing profitability is an important prerequisite for dealing with rising competition in the microfinance industry and ensuring long term sustainability. While profitability measurement is more commonly based on ratio analysis technique, the current study uses a non-parametric linear programming tool known as Data Envelopment Analysis (DEA) for this purpose. This study makes a contribution to the existing research on the profitability of microfinance providers (MFPs), by investigating the Pakistan-based operations of a set of MFPs. The results of the analysis reveal considerable potential for improvement in the profit efficiency of a number of selected MFPs.

Suggested Citation

  • Sadia Farooq, 2018. "Performance Evaluation of Microfinance Providers Using Data Envelopment Analysis: The Profitability Perspective," Journal of Management Sciences, Geist Science, Iqra University, Faculty of Business Administration, vol. 5(1), pages 111-123, March.
  • Handle: RePEc:gei:journl:v:5:y:2018:i:1:p:111-123
    as

    Download full text from publisher

    File URL: http://geistscience.com/JMS/Issue1-18/Article5/JMS1805107.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andrew Worthington, 1998. "Efficiency in Australian building societies: an econometric cost function approach," Applied Financial Economics, Taylor & Francis Journals, vol. 8(5), pages 459-467.
    2. Avkiran, Necmi K. & Thoraneenitiyan, Nakhun, 2010. "Purging data before productivity analysis," Journal of Business Research, Elsevier, vol. 63(3), pages 294-302, March.
    3. Tchakoute Tchuigoua, Hubert, 2016. "Buffer capital in microfinance institutions," Journal of Business Research, Elsevier, vol. 69(9), pages 3523-3537.
    4. Joe Zhu, 2014. "Quantitative Models for Performance Evaluation and Benchmarking," International Series in Operations Research and Management Science, Springer, edition 3, number 978-3-319-06647-9, September.
    5. Avkiran, Necmi K., 2011. "Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks," Omega, Elsevier, vol. 39(3), pages 323-334, June.
    6. Avkiran, Necmi K., 2001. "Investigating technical and scale efficiencies of Australian Universities through data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 35(1), pages 57-80, March.
    7. A.N. Sarkar & Jagjit Singh, 2006. "Savings-led Micro-finance to Bank the Unbankables," Global Business Review, International Management Institute, vol. 7(2), pages 271-295, August.
    8. Bos, Jaap W.B. & Millone, Matteo, 2015. "Practice What You Preach: Microfinance Business Models and Operational Efficiency," World Development, Elsevier, vol. 70(C), pages 28-42.
    9. Marguerite S. Robinson, 2001. "The Microfinance Revolution," World Bank Publications - Books, The World Bank Group, number 28956, December.
    10. Smith, P, 1990. "Data envelopment analysis applied to financial statements," Omega, Elsevier, vol. 18(2), pages 131-138.
    11. Esubalew Assefa & Niels Hermes & Aljar Meesters, 2013. "Competition and the performance of microfinance institutions," Applied Financial Economics, Taylor & Francis Journals, vol. 23(9), pages 767-782, May.
    12. Thomas Bolli & Anh Vo Thi, 2012. "On the Estimation Stability of Efficiency and Economies of Scale in Microfinance Institutions," KOF Working papers 01-296, KOF Swiss Economic Institute, ETH Zurich.
    13. Miller, Stephen M. & Noulas, Athanasios G., 1996. "The technical efficiency of large bank production," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 495-509, April.
    14. Ana Lozano-Vivas & Jesús Pastor & José Pastor, 2002. "An Efficiency Comparison of European Banking Systems Operating under Different Environmental Conditions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 59-77, July.
    15. 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.
    16. Leightner, Jonathan E. & Lovell, C. A. Knox, 1998. "The Impact of Financial Liberalization on the Performance of Thai Banks," Journal of Economics and Business, Elsevier, vol. 50(2), pages 115-131, March.
    17. Hari Bansha Dulal & Chris D Gingrich & Roger R Stough, 2008. "Do Microfinance Programmes Really Serve the Poor? Evidence from Rural Southeast Nepal," Journal of South Asian Development, , vol. 3(2), pages 253-268, October.
    18. Charnes, A. & Cooper, W. W. & Rhodes, E., 1979. "Measuring the efficiency of decision-making units," European Journal of Operational Research, Elsevier, vol. 3(4), pages 339-338, July.
    19. Coleman, Brett E., 2006. "Microfinance in Northeast Thailand: Who benefits and how much?," World Development, Elsevier, vol. 34(9), pages 1612-1638, September.
    20. Ali, Muhammad, 2015. "Bank profitability and its determinants in Pakistan: A panel data analysis after financial crisis," MPRA Paper 67987, University Library of Munich, Germany, revised 01 Nov 2015.
    21. Miki HAMADA, 2010. "Commercialization Of Microfinance In Indonesia: The Shortage Of Funds And The Linkage Program," The Developing Economies, Institute of Developing Economies, vol. 48(1), pages 156-176, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    2. Niels Hermes & Marek Hudon, 2018. "Determinants Of The Performance Of Microfinance Institutions: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1483-1513, December.
    3. Avkiran, Necmi K. & Goto, Mika, 2011. "A tool for scrutinizing bank bailouts based on multi-period peer benchmarking," Pacific-Basin Finance Journal, Elsevier, vol. 19(5), pages 447-469, November.
    4. Necmi Kemal Avkiran, 2017. "An illustration of multiple-stakeholder perspective using a survey across Australia, China and Japan," Annals of Operations Research, Springer, vol. 248(1), pages 93-121, January.
    5. Sepideh Kaffash & Reza Kazemi Matin & Mohammad Tajik, 2018. "A directional semi-oriented radial DEA measure: an application on financial stability and the efficiency of banks," Annals of Operations Research, Springer, vol. 264(1), pages 213-234, May.
    6. Hermes, Cornelis & Hudon, M., 2018. "Determinants of the Performance of Microfinance Institutions: A Systematic Review," Research Report 2018008, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    7. Necmi Avkiran & Lin Cai, 2014. "Identifying distress among banks prior to a major crisis using non-oriented super-SBM," Annals of Operations Research, Springer, vol. 217(1), pages 31-53, June.
    8. Avkiran, Necmi K., 2011. "Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks," Omega, Elsevier, vol. 39(3), pages 323-334, June.
    9. Chenini Hajer & Jarboui Anis, 2018. "Analysis of the Impact of Governance on Bank Performance: Case of Commercial Tunisian Banks," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(3), pages 871-895, September.
    10. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    11. Fadzlan Sufian & Muzafar Shah Habibullah, 2010. "Bank-specific, Industry-specific and Macroeconomic Determinants of Bank Efficiency," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(4), pages 427-461, November.
    12. Chan, Sok-Gee & Koh, Eric H.Y. & Zainir, Fauzi & Yong, Chen-Chen, 2015. "Market structure, institutional framework and bank efficiency in ASEAN 5," Journal of Economics and Business, Elsevier, vol. 82(C), pages 84-112.
    13. Wei-Kang Wang & Wen-Min Lu & Yu-Han Wang, 2013. "The relationship between bank performance and intellectual capital in East Asia," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 1041-1062, February.
    14. Maxime LEBOVICS & Niels HERMES & Marek HUDON, 2016. "Are Financial And Social Efficiency Mutually Exclusive? A Case Study Of Vietnamese Microfinance Institutions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 87(1), pages 55-77, December.
    15. Jamal Ouenniche & Skarleth Carrales, 2018. "Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback," Annals of Operations Research, Springer, vol. 266(1), pages 551-587, July.
    16. Avkiran, Necmi K. & Thoraneenitiyan, Nakhun, 2010. "Purging data before productivity analysis," Journal of Business Research, Elsevier, vol. 63(3), pages 294-302, March.
    17. Amir Moradi-Motlagh & Ali Salman Saleh, 2014. "Re-Examining the Technical Efficiency of Australian Banks: A Bootstrap DEA Approach," Australian Economic Papers, Wiley Blackwell, vol. 53(1-2), pages 112-128, June.
    18. Hall, Maximilian J.B. & Kenjegalieva, Karligash A. & Simper, Richard, 2012. "Environmental factors affecting Hong Kong banking: A post-Asian financial crisis efficiency analysis," Global Finance Journal, Elsevier, vol. 23(3), pages 184-201.
    19. 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.
    20. Anagnostopoulos, Yiannis & Husa, Kjetil A. & Noikokyris, Emmanouil, 2022. "A three-phase comparative efficiency analysis of US and EU banks," International Review of Economics & Finance, Elsevier, vol. 81(C), pages 113-127.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gei:journl:v:5:y:2018:i:1:p:111-123. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Imtiaz ARIF (email available below). General contact details of provider: https://geistscience.com/JMS/index.php .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.