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Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach

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  • Ashok K. Mishra
  • Kh. A. Mottaleb
  • Samarendu Mohanty

Abstract

This study examines the effects of off-farm income on food expenditures of rural Bangladeshi households. Our analysis yields unbiased estimates of the unconditional impact of off-farm income on food expenditures and reveals the heterogeneous effects that occur across the distribution of total food consumption expenditures. The findings suggest that the impacts of off-farm income are uniformly positive across the unconditional quantile regression and significantly increase food consumption expenditures for all quantiles, except for the 25th quantile. In addition, we found that schooling, experience, and location of the household increase the food expenditures of rural households. Most importantly, this article argues that female-headed rural households in which the female works off the farm tend to have significantly lower food expenditures.

Suggested Citation

  • Ashok K. Mishra & Kh. A. Mottaleb & Samarendu Mohanty, 2015. "Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 139-148, March.
  • Handle: RePEc:bla:agecon:v:46:y:2015:i:2:p:139-148
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    File URL: http://hdl.handle.net/10.1111/agec.12146
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    1. Ashok Kumar Mishra & Krishna Paudel, 2011. "Estimating permanent income and wealth of the US farm households," Applied Economics, Taylor & Francis Journals, vol. 43(12), pages 1521-1533.
    2. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    3. Thomas Reardon & Eric Crawford & Valerie Kelly, 1994. "Links Between Nonfarm Income and Farm Investment in African Households: Adding the Capital Market Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1172-1176.
    4. Reardon, Thomas, 1997. "Using evidence of household income diversification to inform study of the rural nonfarm labor market in Africa," World Development, Elsevier, vol. 25(5), pages 735-747, May.
    5. Jalan, Jyotsna & Ravallion, Martin, 1999. "Are the poor less well insured? Evidence on vulnerability to income risk in rural China," Journal of Development Economics, Elsevier, vol. 58(1), pages 61-81, February.
    6. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    7. Ranis, Gustav & Stewart, Frances, 1993. "Rural nonagricultural activities in development : Theory and application," Journal of Development Economics, Elsevier, vol. 40(1), pages 75-101, February.
    8. Huffman, Wallace E & Lange, Mark D, 1989. "Off-Farm Work Decisions of Husbands and Wives: Joint Decision Making," The Review of Economics and Statistics, MIT Press, vol. 71(3), pages 471-480, August.
    9. Mishra, Ashok K. & Moss, Charles B., 2013. "Modeling the effect of off-farm income on farmland values: A quantile regression approach," Economic Modelling, Elsevier, vol. 32(C), pages 361-368.
    10. Liedholm, Carl & Mead, Donald C., 1987. "Small Scale Industries in Developing Countries: Empirical Evidence and Policy Implications," Food Security International Development Papers 54062, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    11. Hanan G. Jacoby, 1993. "Shadow Wages and Peasant Family Labour Supply: An Econometric Application to the Peruvian Sierra," Review of Economic Studies, Oxford University Press, vol. 60(4), pages 903-921.
    12. weijland, Hermine, 1999. "Microenterprise Clusters in Rural Indonesia: Industrial Seedbed and Policy Target," World Development, Elsevier, vol. 27(9), pages 1515-1530, September.
    13. Ruben, Ruerd & Van den berg, Marrit, 2001. "Nonfarm Employment and Poverty Alleviation of Rural Farm Households in Honduras," World Development, Elsevier, vol. 29(3), pages 549-560, March.
    14. Lanjouw, Peter, 2001. "Nonfarm Employment and Poverty in Rural El Salvador," World Development, Elsevier, vol. 29(3), pages 529-547, March.
    15. Nayga, Rodolfo M., Jr., 1996. "Wife'S Labor Force Participation And Family Expenditures For Prepared Food, Food Prepared At Home, And Food Away From Home," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(2), pages 1-8, October.
    16. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    17. 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.
    18. Bijan J. Borah & Anirban Basu, 2013. "Highlighting Differences Between Conditional And Unconditional Quantile Regression Approaches Through An Application To Assess Medication Adherence," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1052-1070, September.
    19. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    20. Mishra, Ashok K. & El-Osta, Hisham S. & Morehart, Mitchell J. & Johnson, James D. & Hopkins, Jeffrey W., 2002. "Income, Wealth, And The Economic Well-Being Of Farm Households," Agricultural Economic Reports 33967, United States Department of Agriculture, Economic Research Service.
    21. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    22. Chang, Hung-Hao & Mishra, Ashok, 2008. "Impact of off-farm labor supply on food expenditures of the farm household," Food Policy, Elsevier, vol. 33(6), pages 657-664, December.
    23. Mishra, Ashok K. & Chang, Hung-Hao, 2012. "Can off farm employment affect the privatization of social safety net? The case of self-employed farm households," Food Policy, Elsevier, vol. 37(1), pages 94-101.
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