IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/85467.html
   My bibliography  Save this paper

Efficiency and Sustainability of Micro Finance Institutions in South Asia

Author

Listed:
  • Qayyum, Abdul
  • Ahmed, Munir

Abstract

The objective of this study has been to estimate the efficiency and sustainability of microfinance institution working in the South Asian countries such as Bangladesh, Pakistan and India. For the efficiency analysis we used non parametric Data Envelopment Analysis. We considered both inputs oriented and output oriented methods by assuming constant returns to scale and variable returns to scale technologies. While conducting DEA analysis using single country data we found that eight MFIs from Pakistan, six MFIs from Bangladesh and five MFIs from India are at the efficient frontier under variable returns to scale. The technical efficiency figures for Pakistan, Bangladesh and India are 0.395, 0.087, and 0.28, respectively, while average pure technical efficiencies for these countries respectively range between 0.713-0.823, 0.175-0.547 and 0.413-0.452. Three countries combine analysis revealed that there are two efficient MFIs under CRS and five efficient MFIs under VRS assumption in these countries. Out of these efficient MFIs three -Annesa, BARC and Grameen Bank, belong to Bangladesh, and two MFIs - Bodhana and Pushtikar, are from India. No MFI from Pakistan was found operating on the efficient frontier. The analysis further reveals that the inefficiencies of MFIs in Pakistan, India and Bangladesd are mainly of technical nature. The results have an important policy implication that in order to improve the efficiency of the MFIs there is need to enhance the managerial skills and improve technology. This could be done by imparting training. Since Grameen Bank is the leading MFIs in the world we can adopt its model according to the country specific requirements. Particularly, the lagging countries like Pakistan and India require special training programs in the field of microfinance management.

Suggested Citation

  • Qayyum, Abdul & Ahmed, Munir, 2006. "Efficiency and Sustainability of Micro Finance Institutions in South Asia," MPRA Paper 85467, University Library of Munich, Germany, revised 2014.
  • Handle: RePEc:pra:mprapa:85467
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/85467/1/MPRA_paper_85467.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Banker, Rajiv D. & Thrall, R. M., 1992. "Estimation of returns to scale using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 62(1), pages 74-84, October.
    2. Pitt, M.M. & Khandker, S.R., 1996. "Household and Intrahousehold Impact of the Grameen Bank and Similar Targeted Credit Programs in Bangladesh," World Bank - Discussion Papers 320, World Bank.
    3. Amin, Sajeda & Rai, Ashok S. & Topa, Giorgio, 2003. "Does microcredit reach the poor and vulnerable? Evidence from northern Bangladesh," Journal of Development Economics, Elsevier, vol. 70(1), pages 59-82, February.
    4. Finn R. Forsund, 2002. "Categorical Variables in DEA," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 1(1), pages 33-44, April.
    5. repec:bla:manchs:v:67:y:1999:i:2:p:231-48 is not listed on IDEAS
    6. 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.
    7. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    8. 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.
    9. repec:pri:rpdevs:morduch_microfinance_poor is not listed on IDEAS
    10. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    11. Schmidt, Peter, 1976. "On the Statistical Estimation of Parametric Frontier Production Functions," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 238-239, May.
    12. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    13. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    14. John C. Topuz & Ali F. Darrat & Roger M. Shelor, 2005. "Technical, Allocative and Scale Efficiencies of REITs:," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9-10), pages 1961-1994.
    15. Hashemi, Syed M. & Schuler, Sidney Ruth & Riley, Ann P., 1996. "Rural credit programs and women's empowerment in Bangladesh," World Development, Elsevier, vol. 24(4), pages 635-653, April.
    16. Jonathan Morduch, 1998. "Does Microfinance Really Help the Poor? New Evidence from Flagship Programs in Bangladesh," Working Papers 198, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    17. Jacoby, Hanan G, 1994. "Borrowing Constraints and Progress through School: Evidence from Peru," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 151-160, February.
    18. Battese, George E. & Coelli, Tim J. & Colby, T.C., 1989. "Estimation of Frontier Production Functions and the Efficiencies of Indian Farms Using Panel Data from ICRISAT's Village Level Studies," 1989 Conference (33rd), February 7-9, 1989, Christchurch, New Zealand 144383, Australian Agricultural and Resource Economics Society.
    19. Panjaitan-Drioadisuryo, R.D.M. & Cloud, Kathleen, 1999. "Gender, self-employment and microcredit programs An Indonesian case study," The Quarterly Review of Economics and Finance, Elsevier, vol. 39(5), pages 769-779.
    20. Hossain, Mahabub, 1988. "Credit for alleviation of rural poverty: the Grameen Bank in Bangladesh," Research reports 65, International Food Policy Research Institute (IFPRI).
    21. John C. Topuz & Ali F. Darrat & Roger M. Shelor, 2005. "Technical, Allocative and Scale Efficiencies of REITs: An Empirical Inquiry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(9‐10), pages 1961-1994, November.
    22. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
    23. Seale, James M, Jr, 1990. "Estimating Stochastic Frontier Systems with Unbalanced Panel Data: The Case of Floor Tile Manufactories in Egypt," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 59-74, January-M.
    24. Foster, Andrew D, 1995. "Prices, Credit Markets and Child Growth in Low-Income Rural Areas," Economic Journal, Royal Economic Society, vol. 105(430), pages 551-570, May.
    25. 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.
    26. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    27. Richmond, J, 1974. "Estimating the Efficiency of Production," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(2), pages 515-521, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hafezali Iqbal Hussain & Katarzyna Szczepanska-Woszczyna & Fakarudin Kamarudin & Nazratul Aina Mohamad Anwar & Mohd Haizam Mohd Saudi, 2021. "Unboxing the black box on the dimensions of social globalisation and the efficiency of microfinance institutions in Asia," Oeconomia Copernicana, Institute of Economic Research, vol. 12(3), pages 557-592, September.
    2. Mohamed Mekki Ben Jemaa & Sahar Obey, 2018. "On the Trade-off Between Size, Sustainability and Social Outcome of the Microfinance Institutions: A Two Stages Bootstrapped DEA Approach," Working Papers 1246, Economic Research Forum, revised 28 Oct 2018.
    3. Sanae Solhi & Sidi Mohamed Rigar, 2014. "Pérennité Et Efficience Des Institutions De Microfinance Dans La Région MENA," Working Papers 829, Economic Research Forum, revised May 2014.

    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. Qayyum, Abdul & Ahmad, Munir, 2006. "Efficiency and Sustainability of Micro Finance," MPRA Paper 11674, University Library of Munich, Germany.
    2. Luis R. Murillo‐Zamorano, 2004. "Economic Efficiency and Frontier Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 18(1), pages 33-77, February.
    3. Coelli, Tim J., 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 1-27, December.
    4. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    5. Holvad, Torben, 2020. "Efficiency analyses for the railway sector: An overview of key issues," Research in Transportation Economics, Elsevier, vol. 82(C).
    6. Munir Ahmad & Azkar Ahmad, 1998. "An Analysis of the Sources of Wheat Output Growth in the Barani Area of the Punjab," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 37(3), pages 231-249.
    7. Pillai N., Vijayamohanan, 2019. "Measuring Energy Efficiency: An Application of Stochastic Frontier Production Function Analysis to Power Sector in Kerala," MPRA Paper 101944, University Library of Munich, Germany.
    8. Pillai N., Vijayamohanan & AM, Narayanan, 2019. "Energy Efficiency: A Sectoral Analysis for Kerala," MPRA Paper 101424, University Library of Munich, Germany.
    9. Ahmad, Munir & Boris E., Bravo-Ureta, 1996. "Technical efficiency measures for dairy farms using panel data: a comparison of alternative model specifications," MPRA Paper 37703, University Library of Munich, Germany.
    10. Resti, Andrea, 1997. "Evaluating the cost-efficiency of the Italian Banking System: What can be learned from the joint application of parametric and non-parametric techniques," Journal of Banking & Finance, Elsevier, vol. 21(2), pages 221-250, February.
    11. Dairo Estrada & Poldy Osorio, 2004. "Effects of Financial Capital on Colombian Banking Efficiency," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 22(47), pages 162-201, December.
    12. Sickles, Robin C. & Song, Wonho & Zelenyuk, Valentin, 2018. "Econometric Analysis of Productivity: Theory and Implementation in R," Working Papers 18-008, Rice University, Department of Economics.
    13. Luis R. Murillo-Zamorano & Juan Vega-Cervera, "undated". "The Use of Parametric and Non Parametric Frontier Methods to Measure the Productive Efficiency in the Industrial Sector. A Comparative Study," Discussion Papers 00/17, Department of Economics, University of York.
    14. Subhash C. Ray, 2014. "Data Envelopment Analysis: An Overview," Working papers 2014-33, University of Connecticut, Department of Economics.
    15. A. M. Theodoridis & A. Psychoudakis, 2008. "Efficiency Measurement in Greek Dairy Farms: Stochastic Frontier vs. Data Envelopment Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 1(2), pages 53-67, December.
    16. C. Lovell & Shawna Grosskopf & Eduardo Ley & Jesús Pastor & Diego Prior & Philippe Eeckaut, 1994. "Linear programming approaches to the measurement and analysis of productive efficiency," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 175-248, December.
    17. Varabyova, Yauheniya & Schreyögg, Jonas, 2013. "International comparisons of the technical efficiency of the hospital sector: Panel data analysis of OECD countries using parametric and non-parametric approaches," Health Policy, Elsevier, vol. 112(1), pages 70-79.
    18. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2018. "Adequacy of deterministic and parametric frontiers to analyze the efficiency of Indian commercial banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 1016-1025.
    19. Olesen, O. B., 1995. "Some unsolved problems in data envelopment analysis: A survey," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 5-36, April.
    20. Beatriz Gonzalez Lopez-Valcarcel & Patricia Barber Perez, 1996. "Changes in the efficiency of spanish public hospitals after the introduction of program-contracts," Investigaciones Economicas, Fundación SEPI, vol. 20(3), pages 377-402, September.

    More about this item

    Keywords

    Microfinance Institution (MFI); Efficiency; Data Envelopment Analysis; Bangladesh; Pakistan; India; South Asia;
    All these keywords.

    JEL classification:

    • C0 - Mathematical and Quantitative Methods - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • N25 - Economic History - - Financial Markets and Institutions - - - Asia including Middle East

    Statistics

    Access and download statistics

    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:pra:mprapa:85467. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.