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Microfinance and the Millennium Development Goals in Pakistan: Impact Assessment Using Propensity Score Matching

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  • Sununtar Setboonsarng

Abstract

Using data from a survey of clients of a microfinance bank, Khushhali Bank, in 2005, the study revisited the survey data and found that despite the Bank’s strict poverty-targeting program used in client selection and despite the survey’s design to address the selectivity bias, the selectivity bias indeed still existed in the sampled households. Propensity Score-Matching Methods (PSM) are used to address the selectivity bias. [DP 104].

Suggested Citation

  • Sununtar Setboonsarng, 2010. "Microfinance and the Millennium Development Goals in Pakistan: Impact Assessment Using Propensity Score Matching," Working Papers id:2380, eSocialSciences.
    • Handle: RePEc:ess:wpaper:id:2380
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    References listed on IDEAS

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    1. 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.
    2. Simanowitz, Anton, 2003. "Appraising the Poverty Outreach of Microfinance: A Review of the CGAP Poverty Assessment Tool (PAT)," Occasional Papers 23743, University of Sussex, Imp-Act: Improving the Impact of Microfinance on Poverty: Action Research Program.
    3. Daniel Friedlander & David H. Greenberg & Philip K. Robins, 1997. "Evaluating Government Training Programs for the Economically Disadvantaged," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 1809-1855, December.
    4. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
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    Cited by:

    1. Farah Said, 2016. "Access to Finance and Agency: An Overview of the Constraints to Female-Run Enterprises," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 21(Special E), pages 331-349, September.
    2. 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).
    3. Anurag Priyadarshee & Asad K. Ghalib, 2011. "The Andhra Pradesh microfinance crisis in India: manifestation, causal analysis, and regulatory response," Global Development Institute Working Paper Series 15711, GDI, The University of Manchester.
    4. Mazumder, Mohummed Shofi Ullah & Lu, Wencong, 2015. "What Impact Does Microfinance Have on Rural Livelihood? A Comparison of Governmental and Non-Governmental Microfinance Programs in Bangladesh," World Development, Elsevier, vol. 68(C), pages 336-354.
    5. Abid Hussain & Muhammad Jehangir Khan & Iftikhar Ahmad, 2016. "Impact of Credit on Education and Healthcare Spending in Rural Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 853-870.
    6. Erhardt, Eva Christine, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," Labour Economics, Elsevier, vol. 47(C), pages 75-95.
    7. Hisaki KONO & Kazushi TAKAHASHI, 2010. "Microfinance Revolution: Its Effects, Innovations, And Challenges," The Developing Economies, Institute of Developing Economies, vol. 48(1), pages 15-73, March.
    8. 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.
    9. Rafiatul Adlin Hj Mohd Ruslan & Christopher Gan & Baiding Hu & Nguyen Thi Thieu Quang, 2020. "Impact of Microcredit on SMEs Performance in Malaysia," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 19(1), pages 109-130, June.
    10. Erhardt, Eva, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," MPRA Paper 79294, University Library of Munich, Germany.
    11. Kunal Sen, "undated". "Towards Inclusive Financial Development for Achieving the MDGs in Asia and the Pacific," MPDD Working Paper Series WP/10/07, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP).
    12. 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.
    13. 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).

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    More about this item

    Keywords

    hunger; economic activities; microfinance; MDGs; poverty; Pakistan; millennium development goals; banks; policies; selectivity bias; Borrowers;
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