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Income inequality, remittances and economic wellbeing in rural Pakistan: linkages and empirical evidence

Author

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  • Khadija Shams

    (University of Glasgow
    Shaheed Benazir Bhutto Women University)

  • Alexander Kadow

    (University of Glasgow
    Frankfurt University of Applied Sciences)

Abstract

This paper uses data from a rural household survey in 2008 of 600 sample households to describe the sources of income and its contribution to inequality in Pakistan. Interestingly, transfer income from remittances from within and outside the country is the highest source of income for rural households. This is followed by other sources of income from agricultural, nonfarm, livestock and rental incomes. Income distributions by these sources are calculated by quintiles. Furthermore, decomposition of overall inequality (measured by Gini coefficient) is calculated by sources of income and by provinces and districts. Partial correlation coefficients between Gini coefficients and sources of income are calculated by districts. Finally, a regression model is estimated to determine the nature and magnitude of the effects of relative income levels (measured as economic wellbeing) of households on the shares of remittances in their total household income. The household economic wellbeing contributes significantly and positively to the shares of remittances in the total household income. In general, different sources of income contribute differently to inequality with strong distributional implications. In particular, the contribution of remittances, among others, can be singled out as a major source of income and reduction in income inequality. Our results show that there is a unidirectional causality running from economic wellbeing to remittances and from remittances to income inequality. One of the limitations of our study is the static perspective of the dataset that do not consider changes over time. Second, it is a micro-level study that does not consider changes at a broader perspective. We suggest that similar studies should also be conducted in other regions, for different time periods and at a broader scale or macro-level to develop the subject. Last, it would be nice to look at the consumption and wealth-stock side of economic wellbeing, an issue we do not tackle because of data reasons.

Suggested Citation

  • Khadija Shams & Alexander Kadow, 2020. "Income inequality, remittances and economic wellbeing in rural Pakistan: linkages and empirical evidence," Asia-Pacific Journal of Regional Science, Springer, vol. 4(2), pages 499-519, June.
    • Handle: RePEc:spr:apjors:v:4:y:2020:i:2:d:10.1007_s41685-020-00151-x
    DOI: 10.1007/s41685-020-00151-x
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    References listed on IDEAS

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    1. Adams, Richard H, Jr & Alderman, Harold, 1992. "Sources of Income Inequality in Rural Pakistan: A Decomposition Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(4), pages 591-608, November.
    2. Zsóka Kóczán & Franz Loyola, 2021. "How do migration and remittances affect inequality? A case study of Mexico," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 360-381, March.
    3. Muhammad Shahbaz & Ijaz Rehman & Nurul Mahdzan, 2014. "Linkages between income inequality, international remittances and economic growth in Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1511-1535, May.
    4. Hafiz A. PASHA & Tariq HASAN*, 1982. "Development Ranking Of Districts Of Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 1(2), pages 157-192.
    5. Fuad Hasanov & Oded Izraeli, 2011. "Income Inequality, Economic Growth, And The Distribution Of Income Gains: Evidence From The U.S. States," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 518-539, August.
    6. Jean-Louis Combes & Christian Hubert Ebeke & Mathilde Maurel & Thierry Urbain Yogo, 2014. "Remittances and Working Poverty," Journal of Development Studies, Taylor & Francis Journals, vol. 50(10), pages 1348-1361, November.
    7. repec:hal:journl:halshs-01167226 is not listed on IDEAS
    8. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 489-503, December.
    9. Ahmed Raza Cheema & Ahmed Raza Cheema, 2012. "Poverty, Income Inequality, and Growth in Pakistan: A Pooled Regression Analysis," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 17(2), pages 137-157, July-Dec.
    10. Talat Anwar & Sarfraz K. Qureshi & Hammad Ali, 2004. "Landlessness and Rural Poverty in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 43(4), pages 855-874.
    11. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    12. G. M. Arif & Shujaat Farooq, 2012. "Poverty Reduction in Pakistan: Learning from the Experience of China," PIDE Monograph Series 2012:2, Pakistan Institute of Development Economics.
    13. Mehboob Ahmad, 2000. "Estimation of Distribution of Income in Pakistan, Using Micro Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 807-824.
    14. repec:pid:wpaper:2012:5 is not listed on IDEAS
    15. Rashid Amjad & Musleh Ud Din & Idrees Khawaja & Nasir Iqbal & Ahmad Waqar Qasim, 2012. "The 7th Nfc Award: An Evaluation," PIDE Monograph Series 2012:5, Pakistan Institute of Development Economics.
    16. Jean-Louis Combes & Christian Hubert Ebeke & Mathilde Maurel & Thierry Urbain Yogo, 2014. "Remittances and Working Poverty," Journal of Development Studies, Taylor & Francis Journals, vol. 50(10), pages 1348-1361, November.
    17. Berhe Mekonnen Beyene, 2014. "The Effects of International Remittances on Poverty and Inequality in Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 50(10), pages 1380-1396, November.
    18. Felix Naschold, 2009. "Microeconomic Determinants of Income Inequality in Rural Pakistan," Journal of Development Studies, Taylor & Francis Journals, vol. 45(5), pages 746-768.
    19. Graham Pyatt & Chau-nan Chen & John Fei, 1980. "The Distribution of Income by Factor Components," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 451-473.
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    Cited by:

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    2. Md. Iqbal Bhuyan & Keun-Yeob Oh, 2021. "Exports and Inequality: Evidence from the Highly Concentrated Textile and Garment Sector of Bangladesh," Journal of South Asian Development, , vol. 16(2), pages 293-309, August.
    3. Ejaz, Nauman & Mallawaarachchi, Thilak, 2023. "Disparities in economic achievement across the rural–urban divide in Pakistan: Implications for development planning," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 487-512.

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    More about this item

    Keywords

    Income inequality; Remittances; Economic wellbeing; Rural Pakistan;
    All these keywords.

    JEL classification:

    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • I39 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Other
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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