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Impact of off-farm income diversification on consumption, diets and under-five nutrition status: Evidence from Malawi 2010 – 2019 data

Author

Listed:
  • Mulagha-Maganga, Assa
  • Mtocha, Chrispine Adams
  • Mwanyongo, Tawonga
  • Mkagula, Emmanuel
  • Rajabu, Esther

Abstract

Malnutrition, in all its forms, is a leading cause of poor health on a global scale. Malawi's malnutrition remains a significant issue despite abundant natural resources, including fertile land and a favourable climate. Agriculture alone fails to provide smooth income profiles, justifying the need for off-farm income diversification. The study uses propensity score matching (PSM) and Inverse-Probability-Weighted Regression Adjustment (IPWRA), a doubly-robust estimator, to assess the impacts of off-farm economic activity on consumption and nutrition outcomes. We utilize decade-long Malawi Living Standards Measurement Surveys (LSMS) data from the years 2010, 2016 and 2019 to examine the impacts of participating in off-farm economic activity on consumption and nutrition outcomes. After balancing covariates, the study reveals a positive and significant impact on real per capita consumption, dietary diversity and under-five nutrition outcomes. Therefore, we suggest that for the Malawi economy to continue shifting away from agriculture as the dominant source of micro and national revenue, policymakers should offer incentives and training that support non-farm income-generating activities of farm families.

Suggested Citation

  • Mulagha-Maganga, Assa & Mtocha, Chrispine Adams & Mwanyongo, Tawonga & Mkagula, Emmanuel & Rajabu, Esther, 2023. "Impact of off-farm income diversification on consumption, diets and under-five nutrition status: Evidence from Malawi 2010 – 2019 data," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365863, African Association of Agricultural Economists (AAAE).
    • Handle: RePEc:ags:aaae23:365863
    DOI: 10.22004/ag.econ.365863
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    References listed on IDEAS

    as
    1. Chilora, Lemekezani K. & Duchoslav, Jan, 2020. "Determinants of children’s nutritional status in Malawi," MaSSP working papers 36, International Food Policy Research Institute (IFPRI).
    2. Antonelli, Chiara & Coromaldi, Manuela & Pallante, Giacomo, 2022. "Crop and income diversification for rural adaptation: Insights from Ugandan panel data," Ecological Economics, Elsevier, vol. 195(C).
    3. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
    4. Ma, Wanglin & Zhou, Xiaoshi & Renwick, Alan, 2019. "Impact of off-farm income on household energy expenditures in China: Implications for rural energy transition," Energy Policy, Elsevier, vol. 127(C), pages 248-258.
    5. Marcel Fafchamps, 1992. "Cash Crop Production, Food Price Volatility, and Rural Market Integration in the Third World," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 90-99.
    6. Chilora, Lemekezani K. & Duchoslav, Jan, 2020. "Determinants of children’s nutritional status in Malawi," MaSSP working papers 36, International Food Policy Research Institute (IFPRI).
    7. Marloes Lammers & Lucy Kok, 2021. "Are active labor market policies (cost-)effective in the long run? Evidence from the Netherlands," Empirical Economics, Springer, vol. 60(4), pages 1719-1746, April.
    8. repec:wbk:wbpubs:13949 is not listed on IDEAS
    9. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of off-farm income on food security and nutrition in Nigeria," Food Policy, Elsevier, vol. 35(4), pages 303-311, August.
    10. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    Full references (including those not matched with items on IDEAS)

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