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Climate change, income sources, crop mix, and input use decisions: Evidence from Nigeria

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  • Amare, Mulubrhan
  • Balana, Bedru
Abstract
This paper combines panel data from nationally representative household-level surveys in Nigeria with long-term satellite-based spatial data on temperature and precipitation using geo-referenced information related to households. It aims to quantify the impacts of climate change on agricultural productivity, income shares, crop mix, and input use decisions. We measure climate change in harmful degree days, growing degree days, and changes in precipitation using long-term (30 year) changes in temperature and precipitation anomalies during the crop calendars. We find that, controlling for other factors, a 15% (one standard deviation) increase in change in harmful degree days leads to a decrease in agricultural productivity of 5.22% on average. Similarly, precipitation change has resulted in a significant and negative impact on agricultural productivity. Our results further show that the change in harmful degree days decreases the income share from crops and nonfarm self-employment, while it increases the income share from livestock and wage employment. Examining possible transmission channels for this effect, we find that farmers change their crop mix and input use to respond to climate changes, for instance reducing fertilizer use and seed purchases as a response to increases in extreme heat. Based on our findings, we suggest policy interventions that incentivize adoption of climate-resilient agriculture, such as small-scale irrigation and livelihood diversification. We also propose targeted pro-poor interventions, such as low-cost financing options for improving smallholders' access to climate-proof agricultural inputs and technologies, and policy measures to reduce the inequality of access to livelihood capital such as land and other productive assets.

Suggested Citation

  • Amare, Mulubrhan & Balana, Bedru, 2023. "Climate change, income sources, crop mix, and input use decisions: Evidence from Nigeria," Ecological Economics, Elsevier, vol. 211(C).
  • Handle: RePEc:eee:ecolec:v:211:y:2023:i:c:s0921800923001556
    DOI: 10.1016/j.ecolecon.2023.107892
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    1. Michael T. Wallace & Joan E. Moss, 2002. "Farmer Decision‐Making with Conflicting Goals: A Recursive Strategic Programming Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 53(1), pages 82-100, March.
    2. Rocha, Rudi & Soares, Rodrigo R., 2015. "Water scarcity and birth outcomes in the Brazilian semiarid," Journal of Development Economics, Elsevier, vol. 112(C), pages 72-91.
    3. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    4. Teklewold, Hailemariam & Kassie, Menale & Shiferaw, Bekele & Köhlin, Gunnar, 2013. "Cropping system diversification, conservation tillage and modern seed adoption in Ethiopia: Impacts on household income, agrochemical use and demand for labor," Ecological Economics, Elsevier, vol. 93(C), pages 85-93.
    5. Calzadilla, Alvaro & Zhu, Tingju & Rehdanz, Katrin & Tol, Richard S.J. & Ringler, Claudia, 2013. "Economywide impacts of climate change on agriculture in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 93(C), pages 150-165.
    6. Wolfram Schlenker & Michael J. Roberts, 2006. "Nonlinear Effects of Weather on Corn Yields," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(3), pages 391-398.
    7. Richard Tiffin & Xavier Irz, 2006. "Is agriculture the engine of growth?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 79-89, July.
    8. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    9. Barrett, Christopher B. & Bezuneh, Mesfin & Aboud, Abdillahi, 2001. "Income diversification, poverty traps and policy shocks in Cote d'Ivoire and Kenya," Food Policy, Elsevier, vol. 26(4), pages 367-384, August.
    10. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    11. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    12. Mulubrhan Amare & Priyanka Parvathi & Trung Thanh Nguyen, 2023. "Micro insights on the pathways to agricultural transformation: Comparative evidence from Southeast Asia and Sub‐Saharan Africa," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(1), pages 69-87, March.
    13. Zimmerman, Frederick J. & Carter, Michael R., 2003. "Asset smoothing, consumption smoothing and the reproduction of inequality under risk and subsistence constraints," Journal of Development Economics, Elsevier, vol. 71(2), pages 233-260, August.
    14. Raffaello Cervigni & Riccardo Valentini & Monia Santini, 2013. "Toward Climate-Resilient Development in Nigeria," World Bank Publications - Books, The World Bank Group, number 15811.
    15. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    16. Mulubrhan Amare & Bekele Shiferaw & Hiroyuki Takeshima & George Mavrotas, 2021. "Variability in agricultural productivity and rural household consumption inequality: Evidence from Nigeria and Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 52(1), pages 19-36, January.
    17. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    18. Binswanger-Mkhize, Hans P. & Savastano, Sara, 2017. "Agricultural intensification: The status in six African countries," Food Policy, Elsevier, vol. 67(C), pages 26-40.
    19. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    20. Samuel Fankhauser & Thomas K.J. McDermott, 2013. "Understanding the adaptation deficit: why are poor countries more vulnerable to climate events than rich countries?," GRI Working Papers 134, Grantham Research Institute on Climate Change and the Environment.
    21. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261.
    22. Sheahan, Megan & Barrett, Christopher B., 2017. "Ten striking facts about agricultural input use in Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 12-25.
    23. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    24. Bandara, Amarakoon & Dehejia, Rajeev & Lavie-Rouse, Shaheen, 2015. "The Impact of Income and Non-Income Shocks on Child Labor: Evidence from a Panel Survey of Tanzania," World Development, Elsevier, vol. 67(C), pages 218-237.
    25. Christopher B. Barrett & Michael R. Carter, 2013. "The Economics of Poverty Traps and Persistent Poverty: Empirical and Policy Implications," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 976-990, July.
    26. Bert, Federico E. & Satorre, Emilio H. & Toranzo, Fernando Ruiz & Podesta, Guillermo P., 2006. "Climatic information and decision-making in maize crop production systems of the Argentinean Pampas," Agricultural Systems, Elsevier, vol. 88(2-3), pages 180-204, June.
    27. David B. Lobell & Graeme L. Hammer & Greg McLean & Carlos Messina & Michael J. Roberts & Wolfram Schlenker, 2013. "The critical role of extreme heat for maize production in the United States," Nature Climate Change, Nature, vol. 3(5), pages 497-501, May.
    28. Kentaro Kawasaki & Shinsuke Uchida, 2016. "Quality Matters More Than Quantity: Asymmetric Temperature Effects on Crop Yield and Quality Grade," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(4), pages 1195-1209.
    29. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    30. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261, February.
    31. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
    32. Maulik Jagnani & Christopher B Barrett & Yanyan Liu & Liangzhi You, 2021. "Within-Season Producer Response to Warmer Temperatures: Defensive Investments by Kenyan Farmers [Sequential decision making in production models]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 392-419.
    33. Salvador Barrios & Luisito Bertinelli & Eric Strobl, 2010. "Trends in Rainfall and Economic Growth in Africa: A Neglected Cause of the African Growth Tragedy," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 350-366, May.
    34. Asfaw, Solomon & Scognamillo, Antonio & Caprera, Gloria Di & Sitko, Nicholas & Ignaciuk, Adriana, 2019. "Heterogeneous impact of livelihood diversification on household welfare: Cross-country evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 117(C), pages 278-295.
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    3. Nutsugah, Godwin K. & McCullough, Ellen, 2024. "Recency Effect of Weather Shocks on Fertilizer Adoption: Evidence from Nigeria," 2024 Annual Meeting, July 28-30, New Orleans, LA 343582, Agricultural and Applied Economics Association.
    4. Lis-Castiblanco, Catherine & Jordi, Louis, 2024. "Adaptation to Frost and Heat Risks in French Viticulture: Are Grape Growers Dumb Farmers?," 2024 Annual Meeting, July 28-30, New Orleans, LA 343569, Agricultural and Applied Economics Association.

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