[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/110202.html
   My bibliography  Save this paper

Gendered Impact of Microcredit in Mali: An Evaluation by Propensity Score Matching

Author

Listed:
  • Koloma, Yaya
  • Alia, Hayyan
Abstract
The objective of the paper is to rigorously test whether the potential effects of microcredit on poverty reduction are more significant for female beneficiaries than for male in Mali. The dataset we use comes from surveys conducted in 2007–2008 in Mali. It covers a large sample that compares 2400 microfinance client households, of which around 70% are microcredit beneficiaries. To do this, we perform the propensity score matching (PSM) method. Statistically, the study shows that older women have more chance of getting loans than younger women. In terms of amounts (borrowed and saved), men outweigh women. However, regarding loan amounts, women seem to use greater proportions of the loan and are more committed to using the money for income-generating purposes. At the same time, the level of savings relative to the loan amount is the same for the two genders. From an econometric perspective, this research confirms that microfinance in Mali has a positive impact on poverty alleviation in total, and higher for female than for male beneficiaries. The findings, therefore, present the importance of the length of the membership with the MFI for women. Based on these results, we can interpret this as meaning that women show efficiency in using loans for economic activity but rather in the longer term than in the short term compared to men. In light of these results, microcredit in the case of Mali seems to be effective in alleviating poverty for both men and women. In term of policy recommendations, MFIs should target men in rural areas, although this may lead to higher distribution costs in the short term, in the long term it may reduce risk and lead to higher profits. The government in partnership with donors should provide support to women entrepreneurs so that their initial learning curve is enhanced and enable them to benefit from microfinance loans, even in the short term.

Suggested Citation

  • Koloma, Yaya & Alia, Hayyan, 2014. "Gendered Impact of Microcredit in Mali: An Evaluation by Propensity Score Matching," MPRA Paper 110202, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:110202
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/110202/1/MPRA_paper_110202.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    2. Shahidur R. Khandker, 2005. "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh," The World Bank Economic Review, World Bank, vol. 19(2), pages 263-286.
    3. Asadul Islam, 2011. "Medium- and Long-Term Participation in Microcredit: An Evaluation Using a New Panel Dataset from Bangladesh," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 843-862.
    4. Leo de Haan & Alfred Lakwo, 2010. "Rethinking the Impact of Microfinance in Africa: ‘Business Change’ or Social Emancipation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(4), pages 529-545, September.
    5. Beatriz Armendáriz & Jonathan Morduch, 2010. "The Economics of Microfinance, Second Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262014106, April.
    6. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    7. Adrien Lorenceau, 2009. "L’impact d’exonérations fiscales sur la création d’établissements et l’emploi en France rurale : une approche par discontinuité de la régression," Économie et Statistique, Programme National Persée, vol. 427(1), pages 27-62.
    8. Sununtar Setboonsarng, 2010. "Microfinance and the Millennium Development Goals in Pakistan: Impact Assessment Using Propensity Score Matching," Working Papers id:2380, eSocialSciences.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    11. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82, February.
    12. Lamberte, Mario B. & Manlagnit, Ma. Chelo V., 2003. "Poverty and Access to Microfinance with Gender Dimension," Discussion Papers DP 2003-07, Philippine Institute for Development Studies.
    13. Guo, Shenyang & Barth, Richard P. & Gibbons, Claire, 2006. "Propensity score matching strategies for evaluating substance abuse services for child welfare clients," Children and Youth Services Review, Elsevier, vol. 28(4), pages 357-383, April.
    14. Flore Gubert & François Roubaud, 2003. "Le financement des très petites entreprises urbaines : étude d'impact d'un projet de micro-finance à Antananarivo (Madagascar)," Working Papers DT/2003/16, DIAL (Développement, Institutions et Mondialisation).
    15. Katsushi Imai & Thankom Arun, 2008. "Does Microfinance Reduce Poverty in India?," Economics Discussion Paper Series 0814, Economics, The University of Manchester.
    16. repec:dau:papers:123456789/4516 is not listed on IDEAS
    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. Elikplimi K. Agbloyor & Simplice A. Asongu & Peter Muriu, 2021. "Sustainability, Growth and Impact of MFIs in Africa," Working Papers of the African Governance and Development Institute. 21/083, African Governance and Development Institute..
    2. Yaya Koloma & Zaka Ratsimalahelo, 2015. "Jeunes, accès au microcrédit et performance des microentreprises: une évidence au Mali," Working Papers hal-01377920, HAL.
    3. Serge Valant Gandja & Marinette Kamaha, 2024. "The Determinants of Entrepreneurial Success: An Application to Micro-Enterprises Financed by Microcredit in France," IJFS, MDPI, vol. 12(3), pages 1-16, August.
    4. Koloma, Yaya, 2019. "Microfinance et réduction de la pauvreté selon le genre au Mali : un réexamen des données de 2007-2008 [Microfinance and Poverty Reduction by Gender in Mali: A Review of 2007-2008 data]," MPRA Paper 94745, University Library of Munich, Germany.
    5. Salvador Cruz Rambaud & Joaquín López Pascual & Roberto Moro-Visconti & Emilio M. Santandreu, 2022. "Should gender be a determinant factor for granting crowdfunded microloans?," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-13, December.
    6. Arvind Ashta & Surender Mor, 2022. "Is Microcredit a Reverse Innovation?," FIIB Business Review, , vol. 11(2), pages 225-234, June.
    7. Mohamedou Bouasria & Arvind Ashta & Zaka Ratsimalahelo, 2020. "Bottlenecks to Financial Development, Financial Inclusion, and Microfinance: A Case Study of Mauritania," JRFM, MDPI, vol. 13(10), pages 1-28, October.

    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. Koloma, Yaya, 2019. "Microfinance et réduction de la pauvreté selon le genre au Mali : un réexamen des données de 2007-2008 [Microfinance and Poverty Reduction by Gender in Mali: A Review of 2007-2008 data]," MPRA Paper 94745, University Library of Munich, Germany.
    2. Islam, Asadul & Nguyen, Chau & Smyth, Russell, 2015. "Does microfinance change informal lending in village economies? Evidence from Bangladesh," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 141-156.
    3. Yaya KOLOMA & Zaka RATSIMALAHELO, 2015. "Jeunes, Acces Au Microcredit Et Performance Des Microentreprises : Une Evidence Au Mali," Working Papers 2015-15, CRESE.
    4. Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.
    5. Katsushi S. Imai & MD. Shafiul Azam, 2011. "Does Microfinance Reduce Poverty in Bangladesh? New Evidence from Household Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 48(5), pages 633-653, October.
    6. Asad K. Ghalib & Issam Malki & Katsushi S. Imai, 2012. "Microfinance and its role in household poverty reduction: findings from Pakistan," Global Development Institute Working Paper Series 17312, GDI, The University of Manchester.
    7. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.
    8. Mathilde Maîtrot & Miguel Niño-Zarazúa, 2017. "Poverty and wellbeing impacts of microfinance: What do we know?," WIDER Working Paper Series wp-2017-190, World Institute for Development Economic Research (UNU-WIDER).
    9. Erhardt, Eva, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," MPRA Paper 79294, University Library of Munich, Germany.
    10. Asadul Islam & Chandana Maitra & Debayan Pakrashi & Russell Smyth, 2016. "Microcredit Programme Participation and Household Food Security in Rural Bangladesh," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(2), pages 448-470, June.
    11. Katsushi Imai & Thankom Arun, 2008. "Does Microfinance Reduce Poverty in India?," Economics Discussion Paper Series 0814, Economics, The University of Manchester.
    12. Erhardt, Eva Christine, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," Labour Economics, Elsevier, vol. 47(C), pages 75-95.
    13. Akotey, Joseph Oscar & Adjasi, Charles K.D., 2016. "Does Microcredit Increase Household Welfare in the Absence of Microinsurance?," World Development, Elsevier, vol. 77(C), pages 380-394.
    14. Asadul Islam & Debayan Pakrashi, 2014. "The Microcredit Puzzle: Labour Supply Behaviour of Rural Households in Bangladesh," Monash Economics Working Papers 24-14, Monash University, Department of Economics.
    15. Mathilde Maîtrot & Miguel Niño-Zarazúa, 2017. "Poverty and wellbeing impacts of microfinance: What do we know?," WIDER Working Paper Series 190, World Institute for Development Economic Research (UNU-WIDER).
    16. Bokosi, Fanwell Kenala, 2008. "SELLING OUR WAY INTO POVERTY: The Commercialisation of Poverty in Malawi," MPRA Paper 7087, University Library of Munich, Germany.
    17. Berg Claudia & Emran M. Shahe, 2020. "Microfinance and Vulnerability to Seasonal Famine in a Rural Economy: Evidence from Monga in Bangladesh," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(3), pages 1-36, July.
    18. Simon Zaby, 2019. "Science Mapping of the Global Knowledge Base on Microfinance: Influential Authors and Documents, 1989–2019," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    19. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    20. Jie Yu & Xiao Han & Baozhen Chen & Jinzheng Ren, 2020. "Estimating the Impact of Poverty Alleviation Microcredit on the Income of Poor Households Using the Propensity Score Matching Method: Evidence from China," Agriculture, MDPI, vol. 10(7), pages 1-19, July.

    More about this item

    Keywords

    Microfinance; Gender; Poverty; Propensity score matching; Mali;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • J1 - Labor and Demographic Economics - - Demographic Economics

    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:110202. 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.