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Patterns of labor productivity and income diversification – Empirical evidence from Uganda and Nigeria

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  • Djido, Abdoulaye I.
  • Shiferaw, Bekele A.

Abstract

The labor productivity gap and differentials within and between farm and non-farm sectors is the key to understanding household income diversification patterns. This study shows that the labor productivity gap between farm and non-farm sectors attenuates after controlling for labor intensity. Within agriculture, there are no productivity gaps between staple and high value crops. This provides some evidence of underemployment in agriculture and employment gaps between the farm and non-farm sectors. In addition, diversification into and within farm and non-farm sectors is positively correlated with labor productivity in the specific sector. Diversification into non-farm activities may, however, reduce farm labor productivity and requires policies that reduce such tradeoffs in the transformation process. In addition, the pathways linking income diversification and labor productivity are complex and non-linear. In Uganda, income diversification is higher among resource-poor households (with limited family labor, land, and livestock) in rural areas away from main roads or urban centers. In Nigeria, diversification is higher for male-headed households with productive assets (family labor and land) and in areas closer to markets and urban centers.

Suggested Citation

  • Djido, Abdoulaye I. & Shiferaw, Bekele A., 2018. "Patterns of labor productivity and income diversification – Empirical evidence from Uganda and Nigeria," World Development, Elsevier, vol. 105(C), pages 416-427.
    • Handle: RePEc:eee:wdevel:v:105:y:2018:i:c:p:416-427
    DOI: 10.1016/j.worlddev.2017.12.026
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    1. 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.
    2. Winters, Paul & Davis, Benjamin & Carletto, Gero & Covarrubias, Katia & Quiñones, Esteban J. & Zezza, Alberto & Azzarri, Carlo & Stamoulis, Kostas, 2009. "Assets, Activities and Rural Income Generation: Evidence from a Multicountry Analysis," World Development, Elsevier, vol. 37(9), pages 1435-1452, September.
    3. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    4. Binswanger-Mkhize, Hans P. & Savastano, Sara, 2017. "Agricultural intensification: The status in six African countries," Food Policy, Elsevier, vol. 67(C), pages 26-40.
    5. Van Biesebroeck, Johannes, 2005. "Exporting raises productivity in sub-Saharan African manufacturing firms," Journal of International Economics, Elsevier, vol. 67(2), pages 373-391, December.
    6. Quisumbing, Agnes R. & Pandolfelli, Lauren, 2010. "Promising Approaches to Address the Needs of Poor Female Farmers: Resources, Constraints, and Interventions," World Development, Elsevier, vol. 38(4), pages 581-592, April.
    7. Govereh, Jones & Jayne, T. S., 2003. "Cash cropping and food crop productivity: synergies or trade-offs?," Agricultural Economics, Blackwell, vol. 28(1), pages 39-50, January.
    8. Davis, Benjamin & Winters, Paul & Carletto, Gero & Covarrubias, Katia & Quiñones, Esteban J. & Zezza, Alberto & Stamoulis, Kostas & Azzarri, Carlo & DiGiuseppe, Stefania, 2010. "A Cross-Country Comparison of Rural Income Generating Activities," World Development, Elsevier, vol. 38(1), pages 48-63, January.
    9. Christopher B. Barrett, 2005. "Rural poverty dynamics: development policy implications," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 45-60, January.
    10. Johny, Judit & Wichmann, Bruno & Swallow, Brent M., 2017. "Characterizing social networks and their effects on income diversification in rural Kerala, India," World Development, Elsevier, vol. 94(C), pages 375-392.
    11. McCullough, Ellen B., 2017. "Labor productivity and employment gaps in Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 133-152.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    13. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    14. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    15. Bryceson, Deborah Fahy, 2002. "The Scramble in Africa: Reorienting Rural Livelihoods," World Development, Elsevier, vol. 30(5), pages 725-739, May.
    16. Mulubrhan Amare & Bekele Shiferaw, 2017. "Nonfarm employment, agricultural intensification, and productivity change: empirical findings from Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 48(S1), pages 59-72, November.
    17. Nagler,Paula & Naude, Wim & Nagler,Paula & Naude, Wim, 2014. "Non-farm enterprises in rural Africa : new empirical evidence," Policy Research Working Paper Series 7066, The World Bank.
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