IDEAS home Printed from https://ideas.repec.org/p/ags/aaae23/365863.html
   My bibliography  Save this paper

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
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/365863/files/379.%20Off%20farm%20income%20in%20Malawi.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.365863?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    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. Judy L. Baker, 2000. "Evaluating the Impact of Development Projects on Poverty : A Handbook for Practitioners," World Bank Publications - Books, The World Bank Group, number 13949.
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. 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.
    8. Chilora, Lemekezani K. & Duchoslav, Jan, 2020. "Determinants of children’s nutritional status in Malawi," MaSSP working papers 36, International Food Policy Research Institute (IFPRI).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    2. Musa Hasen Ahmed & Kumilachew Alamerie Melesse, 2018. "Impact of off-farm activities on technical efficiency: evidence from maize producers of eastern Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-15, December.
    3. Wainaina, Priscilla W. & Okello, Julius Juma & Nzuma, Jonathan M., 2012. "Impact of Contract Farming on Smallholder Poultry Farmers’ Income in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126323, International Association of Agricultural Economists.
    4. Wainaina, Priscilla W. & Okello, Julius Juma & Nzuma, Jonathan M., 2012. "Impact of Contract Farming on Smallholder Poultry Farmers' Income in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126196, International Association of Agricultural Economists.
    5. repec:ags:bdbjaf:279932 is not listed on IDEAS
    6. Essama-Nssah, B., 2006. "Propensity score matching and policy impact analysis - a demonstration in EViews," Policy Research Working Paper Series 3877, The World Bank.
    7. Schreinemachers, Pepijn & Wu, Mei-huey & Uddin, Md. Nasir & Ahmad, Shahabuddin & Hanson, Peter, 2016. "Farmer training in off-season vegetables: Effects on income and pesticide use in Bangladesh," Food Policy, Elsevier, vol. 61(C), pages 132-140.
    8. Ma, Xiaowei & Li, Chuandong & Kang, Qi & Chen, Danni & Sun, Qingyu, 2024. "Rural household nonagricultural income and energy transition: Evidence from central China," Energy Policy, Elsevier, vol. 188(C).
    9. Maren Radeny & Elizaphan J. O. Rao & Maurice Juma Ogada & John W. Recha & Dawit Solomon, 2022. "Impacts of climate-smart crop varieties and livestock breeds on the food security of smallholder farmers in Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(6), pages 1511-1535, December.
    10. Martey, Edward & Kuwornu, John K.M. & Adjebeng-Danquah, Joseph, 2019. "Estimating the effect of mineral fertilizer use on Land productivity and income: Evidence from Ghana," Land Use Policy, Elsevier, vol. 85(C), pages 463-475.
    11. The Dung Bui & Dung Mau Nguyen, 2022. "Sustainable land managements in Vietnam: adoption determinants and income effects at farm household level," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9687-9703, July.
    12. Manda, J. & Gardebroek, C. & Kuntashula, E. & Alene, A.D., 2018. "Impact of Improved Maize Varieties on Food Security in Eastern Zambia: a doubly robust analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277004, International Association of Agricultural Economists.
    13. Issahaku, Gazali & Abdulai, Awudu, 2020. "Household welfare implications of sustainable land management practices among smallholder farmers in Ghana," Land Use Policy, Elsevier, vol. 94(C).
    14. Jelliffe, Jeremy L. & Bravo-Ureta, Boris E. & Deom, C. Michael & Okello, David Kalule, 2016. "The Sustainability Of Project Outcomes From Farmer-Led Dissemination Of High-Yielding Groundnut Rosette Disease Resistant Groundnut Varieties," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246450, African Association of Agricultural Economists (AAAE).
    15. Rocchi, B & Marino, M & Severini, S, "undated". "Does a farm household income problem still exist in the European Union?," 2018 Seventh AIEAA Conference, June 14-15, Conegliano, Italy 275653, Italian Association of Agricultural and Applied Economics (AIEAA).
    16. Martinson Ankrah Twumasi & Abbas Ali Chandio & Ghulam Raza Sargani & Isaac Asare & Huaquan Zhang, 2022. "Off-Farm Employment and Agricultural Credit Fungibility Nexus in Rural Ghana," Sustainability, MDPI, vol. 14(15), pages 1-15, July.
    17. Li Huang & Heng Wu & Mi Zhou, 2022. "Implications of Non-Farm Work for Clean Energy Adoption: Evidence from Rural China," Agriculture, MDPI, vol. 12(12), pages 1-19, December.
    18. Benedetto Rocchi & Maria Marino & Simone Severini, 2021. "Does an Income Gap between Farm and Nonfarm Households Still Exist? The Case of the European Union," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1672-1697, December.
    19. Deschamps-Laporte, Jean-Philippe, 2013. "The impact of extension services on farming households in Western Kenya: A propensity score approach," Working Papers 2013:5, Örebro University, School of Business, revised 10 Jun 2013.
    20. Martey, Edward & Etwire, Prince Maxwell & Adusah-Poku, Frank & Akoto, Isaac, 2022. "Off-farm work, cooking energy choice and time poverty in Ghana: An empirical analysis," Energy Policy, Elsevier, vol. 163(C).
    21. Kwabena Nyarko Addai & John N. Ng’ombe & Wencong Lu, 2023. "Disaggregated impacts of off-farm work participation on household vulnerability to food poverty in Ghana," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(1), pages 83-104, March.

    More about this item

    Keywords

    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaae23:365863. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaaeaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.