The dynamics of crop diversity and seed use in the context of recurrent climate shocks and poverty: Seasonal panel data evidence from rural Uganda
Author
Abstract
Suggested Citation
DOI: 10.1016/j.wdp.2025.100698
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- J. Coosje Hoogendoorn & Genevieve Audet-Bélanger & Christian Böber & M. Laura Donnet & Kennedy Bisani Lweya & R. K. Malik & Peter R. Gildemacher, 2018. "Maize seed systems in different agro-ecosystems; what works and what does not work for smallholder farmers," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(4), pages 1089-1103, August.
- 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).
- Sarah Alobo Loison, 2015. "Rural Livelihood Diversification in Sub-Saharan Africa: A Literature Review," Journal of Development Studies, Taylor & Francis Journals, vol. 51(9), pages 1125-1138, September.
- Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
- Rosenzweig, Mark R, 1988.
"Risk, Implicit Contracts and the Family in Rural Areas of Low-income Countries,"
Economic Journal, Royal Economic Society, vol. 98(393), pages 1148-1170, December.
- Rosenzweig, Mark R., 1986. "Risk, Implicit Contracts and the Family in Rural Areas of Low-Income Countries," Bulletins 7518, University of Minnesota, Economic Development Center.
- de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
- Hans P. Binswanger, 1980.
"Attitudes Toward Risk: Experimental Measurement in Rural India,"
American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
- Hans Binswanger, 1980. "Attitudes toward risk: Experimental measurement in rural india," Artefactual Field Experiments 00009, The Field Experiments Website.
- Makate, Clifton & Angelsen, Arild & Holden, Stein Terje & Westengen, Ola Tveitereid, 2022. "Crops in crises: Shocks shape smallholders' diversification in rural Ethiopia," World Development, Elsevier, vol. 159(C).
- Shawn McGuire & Louise Sperling, 2016. "Seed systems smallholder farmers use," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(1), pages 179-195, February.
- Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
- Dercon, Stefan (ed.), 2004. "Insurance Against Poverty," OUP Catalogue, Oxford University Press, number 9780199276837.
- 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.
- Dercon, Stefan & Christiaensen, Luc, 2007. "Consumption risk, technology adoption, and poverty traps : evidence from Ethiopia," Policy Research Working Paper Series 4257, The World Bank.
- Stefan Dercon & Luc Christiaensen, 2008. "Consumption risk, technology adoption and poverty traps: evidence from Ethiopia," WEF Working Papers 0035, ESRC World Economy and Finance Research Programme, Birkbeck, University of London.
- Stefan Dercon & Luc Christiaensen, 2007. "Consumption risk, technology adoption and poverty traps: evidence from Ethiopia," CSAE Working Paper Series 2007-06, Centre for the Study of African Economies, University of Oxford.
- Nordhagen, Stella & Pascual, Unai, 2013. "The Impact of Climate Shocks on Seed Purchase Decisions in Malawi: Implications for Climate Change Adaptation," World Development, Elsevier, vol. 43(C), pages 238-251.
- Shawn McGuire & Louise Sperling, 2016. "Seed systems smallholder farmers use," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(1), pages 179-195, February.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Bellon, Mauricio R. & Hellin, Jon, 2011. "Planting Hybrids, Keeping Landraces: Agricultural Modernization and Tradition Among Small-Scale Maize Farmers in Chiapas, Mexico," World Development, Elsevier, vol. 39(8), pages 1434-1443, August.
- MacKinnon, James G. & Nielsen, Morten Ørregaard & Webb, Matthew D., 2023.
"Cluster-robust inference: A guide to empirical practice,"
Journal of Econometrics, Elsevier, vol. 232(2), pages 272-299.
- Matthew D. Webb & James MacKinnon & Morten Nielsen, 2021. "Cluster–robust inference: A guide to empirical practice," Economics Virtual Symposium 2021 6, Stata Users Group.
- James MacKinnon & Morten Ørregaard Nielsen, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," CREATES Research Papers 2022-08, Department of Economics and Business Economics, Aarhus University.
- James G. MacKinnon & Morten {O}rregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Papers 2205.03285, arXiv.org.
- James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2022. "Cluster-Robust Inference: A Guide to Empirical Practice," Working Paper 1456, Economics Department, Queen's University.
- Salvatore Di Falco & Felice Adinolfi & Martina Bozzola & Fabian Capitanio, 2014. "Crop Insurance as a Strategy for Adapting to Climate Change," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 485-504, June.
- Stefanija Veljanoska, 2022. "Do Remittances Promote Fertilizer Use? The Case of Ugandan Farmers," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 273-293, January.
- A. J. Challinor & J. Watson & D. B. Lobell & S. M. Howden & D. R. Smith & N. Chhetri, 2014. "A meta-analysis of crop yield under climate change and adaptation," Nature Climate Change, Nature, vol. 4(4), pages 287-291, April.
- Stefanija Veljanoska, 2022. "Do Remittances Promote Fertilizer Use? The Case of Ugandan Farmers," Post-Print hal-03245923, HAL.
- Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
- Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010.
"Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia,"
Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
- Alem, Yonas & Bezabih, Mintewab & Kassie, Menale & Zikhali, Precious, 2009. "Does Fertilizer Use Respond to Rainfall Variability? Panel Data Evidence from Ethiopia," Working Papers in Economics 337, University of Gothenburg, Department of Economics.
- Soniia David, 2004. "Farmer seed enterprises: A sustainable approach to seed delivery?," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 21(4), pages 387-397, January.
- Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
- James Joughin, 2014. "The Political Economy of Seed Reform in Uganda : Promoting a Regional Seed Trade Market," World Bank Publications - Reports 17604, The World Bank Group.
- Coomes, Oliver T. & McGuire, Shawn J. & Garine, Eric & Caillon, Sophie & McKey, Doyle & Demeulenaere, Elise & Jarvis, Devra & Aistara, Guntra & Barnaud, Adeline & Clouvel, Pascal & Emperaire, Laure & , 2015. "Farmer seed networks make a limited contribution to agriculture? Four common misconceptions," Food Policy, Elsevier, vol. 56(C), pages 41-50.
- Makate, Clifton & Angelsen, Arild & Holden, Stein Terje & Westengen, Ola Tveitereid, 2023. "Evolution of farm-level crop diversification and response to rainfall shocks in smallholder farming: Evidence from Malawi and Tanzania," Ecological Economics, Elsevier, vol. 205(C).
- Thiele, Graham, 1999. "Informal potato seed systems in the Andes: Why are they important and what should we do with them?," World Development, Elsevier, vol. 27(1), pages 83-99, January.
- de Janvry, Alain & Fafchamps, Marcel & Sadoulet, Elisabeth, 1991. "Peasant Household Behaviour with Missing Markets: Some Paradoxes Explained," Economic Journal, Royal Economic Society, vol. 101(409), pages 1400-1417, November.
- Stefan Dercon, 2002.
"Income Risk, Coping Strategies, and Safety Nets,"
The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
- Stefan Dercon, 2000. "Income risk, coping strategies and safety nets," CSAE Working Paper Series 2000-26, Centre for the Study of African Economies, University of Oxford.
- Stefan Dercon, 2002. "Income Risk, Coping Strategies and Safety Nets," WIDER Working Paper Series DP2002-22, World Institute for Development Economic Research (UNU-WIDER).
- Chamberlain, Gary, 1982.
"Multivariate regression models for panel data,"
Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
- Gary Chamberlain, 1980. "Multivariate Refression Models for Paned Data," NBER Technical Working Papers 0008, National Bureau of Economic Research, Inc.
- Samson P. Katengeza & Stein T. Holden & Rodney W. Lunduka, 2019.
"Adoption of Drought Tolerant Maize Varieties under Rainfall Stress in Malawi,"
Journal of Agricultural Economics, Wiley Blackwell, vol. 70(1), pages 198-214, February.
- Katengeza, Samson P. & Holden, Stein T. & Lunduka, Rodney W., 2016. "Adoption of Drought Tolerant Maize Varieties under Rainfall Stress in Malawi," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246907, African Association of Agricultural Economists (AAAE).
- Katengeza, Samson P. & Holden , Stein T. & Lunduka, Rodney W., 2017. "Adoption of Drought Tolerant Maize Varieties under Rainfall Stress in Malawi," CLTS Working Papers 4/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
- Clifton Makate & Arild Angelsen & Stein Terje Holden & Ola Tveitereid Westengen, 2024. "Smallholder access to purchased seeds in the presence of pervasive market imperfections and rainfall shocks: panel data evidence from Malawi and Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 12(1), pages 1-28, December.
- Greene, William & Orea, Luis & Wall, Alan, 2011. "A one-stage random effect counterpart of the fixed-effect vector decomposition model with an application to UK electricity distribution utilities," Efficiency Series Papers 2011/01, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, December.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, December.
- Froot, Kenneth A., 1989. "Consistent Covariance Matrix Estimation with Cross-Sectional Dependence and Heteroskedasticity in Financial Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 333-355, September.
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.- Makate, Clifton & Angelsen, Arild & Holden, Stein Terje & Westengen, Ola Tveitereid, 2022. "Crops in crises: Shocks shape smallholders' diversification in rural Ethiopia," World Development, Elsevier, vol. 159(C).
- Makate, Clifton & Angelsen, Arild & Holden, Stein Terje & Westengen, Ola Tveitereid, 2023. "Evolution of farm-level crop diversification and response to rainfall shocks in smallholder farming: Evidence from Malawi and Tanzania," Ecological Economics, Elsevier, vol. 205(C).
- Clifton Makate & Arild Angelsen & Stein Terje Holden & Ola Tveitereid Westengen, 2024. "Smallholder access to purchased seeds in the presence of pervasive market imperfections and rainfall shocks: panel data evidence from Malawi and Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 12(1), pages 1-28, December.
- Ferry, Marin & de Montalembert, Jeanne, 2025. "Mitigating climate vulnerability: the crop diversification effect," Ecological Economics, Elsevier, vol. 233(C).
- Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
- Clifton Makate & Marshall Makate, 2022. "Do Rainfall Shocks Prompt Commercial Input Purchases Amongst Smallholder Farmers in Diverse Regions and Environments in Malawi?," Sustainability, MDPI, vol. 14(22), pages 1-31, November.
- Fujimoto, Takefumi & Suzuki, Aya, 2025. "Different strategies of crop diversification between poor and non-poor farmers: Concepts and evidence from Tanzania," Ecological Economics, Elsevier, vol. 227(C).
- Eder, Andreas & Salhofer, Klaus & Quddoos, Abdul, 2024. "The impact of cereal crop diversification on farm labor productivity under changing climatic conditions," Ecological Economics, Elsevier, vol. 223(C).
- Abebayehu Girma Geffersa & Frank W. Agbola & Amir Mahmood, 2022. "Improved maize adoption and impacts on farm household welfare: Evidence from rural Ethiopia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(4), pages 860-886, October.
- Tesfaye, Wondimagegn, 2022. "Crop diversification and child malnutrition in rural Ethiopia: Impacts and Pathways," Food Policy, Elsevier, vol. 113(C).
- Sarah E. Tione & Stein T. Holden, 2021.
"Can rainfall shocks enhance access to rented land? Evidence from Malawi,"
Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 1013-1028, November.
- Tione, Sarah E. & Holden, Stein T., 2020. "Can rainfall shocks enhance access to rented land? Evidence from Malawi," CLTS Working Papers 5/20, Norwegian University of Life Sciences, Centre for Land Tenure Studies.
- Tione, Sarah Ephrida & Holden, Stein Terje, 2021. "Can Rainfall Shocks Enhance Access to Rented Land? Evidence from Malawi," 2021 Conference, August 17-31, 2021, Virtual 315063, International Association of Agricultural Economists.
- 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.
- 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).
- Mariapia Mendola, 2004. "Migration and Technological Change in Rural Households: Complements or Substitutes?," Development Working Papers 195, Centro Studi Luca d'Agliano, University of Milano.
- Paul Rachkara & David Paul Phillips & Stephen Wamala Kalule & Richard William Gibson, 2017. "Innovative and beneficial informal sweetpotato seed private enterprise in northern Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(3), pages 595-610, June.
- Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010.
"Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia,"
Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
- Alem, Yonas & Bezabih, Mintewab & Kassie, Menale & Zikhali, Precious, 2009. "Does Fertilizer Use Respond to Rainfall Variability? Panel Data Evidence from Ethiopia," Working Papers in Economics 337, University of Gothenburg, Department of Economics.
- Fujimoto, Takefumi & Suzuki, Aya, 2021. "Do Fertilizer and Seed Subsidies Strengthen Farmers' Market Participation? the Impact of Tanzania NAIVS on Farmers' Purchase of Agricultural Inputs and Their Maize-Selling Activities," 2021 Conference, August 17-31, 2021, Virtual 315044, International Association of Agricultural Economists.
- López-Feldman, Alejandro, 2014. "Shocks, Income and Wealth: Do They Affect the Extraction of Natural Resources by Rural Households?," World Development, Elsevier, vol. 64(S1), pages 91-100.
- Haile, Kaleab K. & Nillesen, Eleonora & Tirivayi, Nyasha, 2020.
"Impact of formal climate risk transfer mechanisms on risk-aversion: Empirical evidence from rural Ethiopia,"
World Development, Elsevier, vol. 130(C).
- Kaelab K. Haile & Eleonora Nillesen & Nyasha Tirivayi, 2019. "Impact of Formal Climate Risk Transfer Mechanisms on Risk-Aversion: Empirical Evidence from Rural Ethiopia," CESifo Working Paper Series 7717, CESifo.
- Enid M. Katungi & Catherine Larochelle & Josephat R. Mugabo & Robin Buruchara, 2018. "The effect of climbing bean adoption on the welfare of smallholder common bean growers in Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 61-79, February.
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:eee:wodepe:v:39:y:2025:i:c:s2452292925000438. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/world-development-perspectives .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/eee/wodepe/v39y2025ics2452292925000438.html