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Education of the Head and Financial Vulnerability of Households: Evidence from a Household’s Survey Data in Pakistan

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  • Liaqat Ali

    (Hamdard University)

  • Muhammad Kamran Naqi Khan

    (Hamdard University)

  • Habib Ahmad

    (Hamdard University)

Abstract

This paper is aimed at to ascertain the relationship between education of head of the households and their financial vulnerability using data comprising of 17,031 households obtained from Household Integrated Economic Survey 2015–2016 in Pakistan. We have compiled three measures of financial vulnerability at household level i.e. financial margins excluding and including the rental payments and Financial Vulnerability Index (FVI). According to the results, proportion of financially vulnerable households in both measures of financial margin declines along with increase in level of education of the head of households and stands at 66% and 77% for no formal education of the head, 56% and 70% for primary, 42% and 61% for secondary, 27% and 44% for higher secondary, 14% and 32% for graduate and 13% and 24% for post graduate levels of education. FVI results indicate that out of 2504 highly vulnerable households i.e. falling in the bottom 10% of the distribution, 63.8% were those with no formal education of their heads followed by 19.3% with primary, 14.3% with secondary and 1.9% with higher secondary level of education. Further, various levels of education and individual characteristics such as marital status, gender, region, province and employment status of the heads, have been emerged as significant determinants of financial vulnerability in all three estimated measures along with household’s income, consumption, savings and rental payments. Findings of the study calls for greater human capital investment both by households and the government of Pakistan in order to stabilize the financial conditions of the households at micro level, which in turn can promote stability and resilience at macro level.

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  • Liaqat Ali & Muhammad Kamran Naqi Khan & Habib Ahmad, 2020. "Education of the Head and Financial Vulnerability of Households: Evidence from a Household’s Survey Data in Pakistan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 439-463, January.
    • Handle: RePEc:spr:soinre:v:147:y:2020:i:2:d:10.1007_s11205-019-02164-2
    DOI: 10.1007/s11205-019-02164-2
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    1. Tullio Jappelli & Marco Pagano & Marco Di Maggio, 2013. "Households' indebtedness and financial fragility," Journal of Financial Management, Markets and Institutions, Società editrice il Mulino, issue 1, pages 23-46, January.
    2. Sveinbjörn Blöndal & Simon Field & Nathalie Girouard, 2002. "Investment in Human Capital Through Post-Compulsory Education and Training: Selected Efficiency and Equity Aspects," OECD Economics Department Working Papers 333, OECD Publishing.
    3. Andreas Fagereng & Charles Gottlieb & Luigi Guiso, 2017. "Asset Market Participation and Portfolio Choice over the Life-Cycle," Journal of Finance, American Finance Association, vol. 72(2), pages 705-750, April.
    4. Ministry of Finance, Government of India,, 2016. "Economic Survey 2015-16," OUP Catalogue, Oxford University Press, number 9780199469284.
    5. Claudio E. Montenegro & Harry Anthony Patrinos, 2014. "Comparable Estimates of Returns to Schooling Around the World," Working Papers wp390, University of Chile, Department of Economics.
    6. Charles Goodhart & Pojanart Sunirand & Dimitrios Tsomocos, 2006. "A model to analyse financial fragility," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 27(1), pages 107-142, January.
    7. Kathleen W. Johnson & Geng Li, 2010. "The Debt-Payment-to-Income Ratio as an Indicator of Borrowing Constraints: Evidence from Two Household Surveys," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1373-1390, October.
    8. Ira N. Gang & Kseniia Gatskova & John Landon-Lane & Myeong-Su Yun, 2018. "Vulnerability to Poverty: Tajikistan During and After the Global Financial Crisis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 925-951, August.
    9. Marianna Brunetti & Elena Giarda & Costanza Torricelli, 2016. "Is Financial Fragility a Matter of Illiquidity? An Appraisal for Italian Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 628-649, December.
    10. Biwei Su & Almas Heshmati, 2013. "Analysis Of The Determinants Of Income And Income Gap Between Urban And Rural China," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 2(01), pages 1-29.
    11. Madeeha Gohar Qureshi, 2012. "The Gender Differences in School Enrolment and Returns to Education in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(3), pages 219-256.
    12. Piotr Bialowolski & Dorota Weziak-Bialowolska, 2014. "Erratum to: The Index of Household Financial Condition, Combining Subjective and Objective Indicators: An Appraisal of Italian Households," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(1), pages 387-387, August.
    13. Nicolas Albacete & Pirmin Fessler, 2010. "Stress Testing Austrian Households," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 19, pages 72-91.
    14. Sarah Brown & Karl Taylor, 2008. "Household debt and financial assets: evidence from Germany, Great Britain and the USA," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 615-643, June.
    15. Kurosaki, Takashi, 2013. "Vulnerability of Household Consumption to Floods and Droughts in Developing Countries: Evidence from Pakistan," CEI Working Paper Series 2012-10, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    16. Giarda, Elena, 2013. "Persistency of financial distress amongst Italian households: Evidence from dynamic models for binary panel data," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3425-3434.
    17. Luca Zanin, 2016. "On Italian Households’ Economic Inadequacy Using Quali-Quantitative Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(1), pages 59-88, August.
    18. Angeon, Valérie & Bates, Samuel, 2015. "Reviewing Composite Vulnerability and Resilience Indexes: A Sustainable Approach and Application," World Development, Elsevier, vol. 72(C), pages 140-162.
    19. Ampudia, Miguel & van Vlokhoven, Has & Żochowski, Dawid, 2016. "Financial fragility of euro area households," Journal of Financial Stability, Elsevier, vol. 27(C), pages 250-262.
    20. Valentina Michelangeli & Mario Pietrunti, 2014. "A Microsimulation Model to evaluate Italian Households Financial Vulnerability," International Journal of Microsimulation, International Microsimulation Association, vol. 7(3), pages 53-79.
    21. Mattias Persson, 2009. "Household indebtedness in Sweden and implications for financial stability – the use of household-level data," BIS Papers chapters, in: Bank for International Settlements (ed.), Household debt: implications for monetary policy and financial stability, volume 46, pages 124-135, Bank for International Settlements.
    22. Ward, Patrick S., 2016. "Transient Poverty, Poverty Dynamics, and Vulnerability to Poverty: An Empirical Analysis Using a Balanced Panel from Rural China," World Development, Elsevier, vol. 78(C), pages 541-553.
    23. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    24. Azeem, Muhammad Masood & Mugera, Amin W. & Schilizzi, Steven, 2016. "Poverty and vulnerability in the Punjab, Pakistan: A multilevel analysis," Journal of Asian Economics, Elsevier, vol. 44(C), pages 57-72.
    25. Yuan Zhang & Guanghua Wan, 2006. "An Empirical Analysis of Household Vulnerability in Rural China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 11(2), pages 196-212.
    26. Povel, Felix, 2015. "Measuring Exposure to Downside Risk with an Application to Thailand and Vietnam," World Development, Elsevier, vol. 71(C), pages 4-24.
    27. Klasen, Stephan & Lechtenfeld, Tobias & Povel, Felix, 2015. "A Feminization of Vulnerability? Female Headship, Poverty, and Vulnerability in Thailand and Vietnam," World Development, Elsevier, vol. 71(C), pages 36-53.
    28. Tom Bilston & Robert Johnson & Matthew Read, 2015. "Stress Testing the Australian Household Sector Using the HILDA Survey," RBA Research Discussion Papers rdp2015-01, Reserve Bank of Australia.
    29. Piotr Bialowolski & Dorota Weziak-Bialowolska, 2014. "The Index of Household Financial Condition, Combining Subjective and Objective Indicators: An Appraisal of Italian Households," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(1), pages 365-385, August.
    30. Shubhasis Dey & Ramdane Djoudad & Yaz Terajima, 2008. "A Tool for Assessing Financial Vulnerabilities in the Household Sector," Bank of Canada Review, Bank of Canada, vol. 2008(Summer), pages 47-56.
    31. Yamauchi, Futoshi, 2010. "Human capital formation: History, expectations, and challenges in South Africa," Research reports Futoshi Yamauchi, et al., International Food Policy Research Institute (IFPRI).
    32. Nicolas Albacete & Judith Eidenberger & Gerald Krenn & Peter Lindner & Michael Sigmund, 2014. "Risk-Bearing Capacity of Households – Linking Micro-Level Data to the Macroprudential Toolkit," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 27, pages 95-110.
    33. Sean Dougherty & Richard Herd, 2008. "Improving Human Capital Formation in India," OECD Economics Department Working Papers 625, OECD Publishing.
    34. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b.
    35. Nicola Branson & Cally Ardington & David Lam & Murray Leibbrandt, 2013. "Changes in education, employment and earnings in South Africa – A cohort analysis," SALDRU Working Papers 105, Southern Africa Labour and Development Research Unit, University of Cape Town.
    36. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a.
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