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Diversification and intensification of agricultural adaptation from global to local scales

Author

Listed:
  • Minjie Chen
  • Bruno Wichmann
  • Marty Luckert
  • Leigh Winowiecki
  • Wiebke Förch
  • Peter Läderach
Abstract
Smallholder farming systems are vulnerable to a number of challenges, including continued population growth, urbanization, income disparities, land degradation, decreasing farm size and productivity, all of which are compounded by uncertainty of climatic patterns. Understanding determinants of smallholder farming practices is critical for designing and implementing successful interventions, including climate change adaptation programs. We examine two dimensions wherein smallholder farmers may adapt agricultural practices; through intensification (i.e., adopt more practices) or diversification (i.e. adopt different practices). We use data on 5314 randomly sampled households located in 38 sites in 15 countries across four regions (East and West Africa, South Asia, and Central America). We estimate empirical models designed to assess determinants of both intensification and diversification of adaptation activities at global scales. Aspects of adaptive capacity that are found to increase intensification of adaptation globally include variables associated with access to information and human capital, financial considerations, assets, household infrastructure and experience. In contrast, there are few global drivers of adaptive diversification, with a notable exception being access to weather information, which also increases adaptive intensification. Investigating reasons for adaptation indicate that conditions present in underdeveloped markets provide the primary impetus for adaptation, even in the context of climate change. We also compare determinants across spatial scales, which reveals a variety of local avenues through which policy interventions can relax economic constraints and boost agricultural adaptation for both intensification and diversification. For example, access to weather information does not affect intensification adaptation in Africa, but is significant at several sites in Bangladesh and India. Moreover, this information leads to diversification of adaptive activities on some sites in South Asia and Central America, but increases specialization in West and East Africa.

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  • Minjie Chen & Bruno Wichmann & Marty Luckert & Leigh Winowiecki & Wiebke Förch & Peter Läderach, 2018. "Diversification and intensification of agricultural adaptation from global to local scales," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-27, May.
  • Handle: RePEc:plo:pone00:0196392
    DOI: 10.1371/journal.pone.0196392
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    References listed on IDEAS

    as
    1. Robert Finger & Stéphanie Schmid, 2008. "Modeling agricultural production risk and the adaptation to climate change," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 68(1), pages 25-41, May.
    2. Shapiro, Daniel & Khemani, R. S., 1987. "The determinants of entry and exit reconsidered," International Journal of Industrial Organization, Elsevier, vol. 5(1), pages 15-26, March.
    3. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    4. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    5. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    6. Amani Elobeid & Simla Tokgoz, 2008. "Removing Distortions in the U.S. Ethanol Market: What Does It Imply for the United States and Brazil?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(4), pages 918-932.
    7. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    8. Cameron, A Colin & Trivedi, Pravin K, 1986. "Econometric Models Based on Count Data: Comparisons and Applications of Some Estimators and Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    9. repec:bla:econom:v:43:y:1976:i:171:p:267-74 is not listed on IDEAS
    10. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    11. Maddison, David, 2007. "The perception of and adaptation to climate change in Africa," Policy Research Working Paper Series 4308, The World Bank.
    12. Moser, Christine M. & Barrett, Christopher B., 2003. "The disappointing adoption dynamics of a yield-increasing, low external-input technology: the case of SRI in Madagascar," Agricultural Systems, Elsevier, vol. 76(3), pages 1085-1100, June.
    13. 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.
    14. Dyer, George A. & Taylor, J. Edward, 2011. "The Corn Price Surge: Impacts on Rural Mexico," World Development, Elsevier, vol. 39(10), pages 1878-1887.
    15. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    16. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966.
    17. van Rijn, Fédes & Bulte, Erwin & Adekunle, Adewale, 2012. "Social capital and agricultural innovation in Sub-Saharan Africa," Agricultural Systems, Elsevier, vol. 108(C), pages 112-122.
    18. Steve Boucher & J. Edward Taylor, 2006. "Subsistence Response to Market Shocks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 279-291.
    19. Bola Amoke Awotide & Aziz A. Karimov & Aliou Diagne, 2016. "Agricultural technology adoption, commercialization and smallholder rice farmers’ welfare in rural Nigeria," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-24, December.
    20. Rulon D. Pope & Richard Prescott, 1980. "Diversification in Relation to Farm Size and Other Socioeconomic Characteristics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 554-559.
    21. 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.
    22. Robert Mendelsohn, 2012. "The Economics Of Adaptation To Climate Change In Developing Countries," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 1-21.
    23. Salvatore Di Falco, 2014. "Adaptation to climate change in Sub-Saharan agriculture: assessing the evidence and rethinking the drivers," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(3), pages 405-430.
    24. 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.
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    3. Krisha Lim & Bruno Wichmann & Martin K. Luckert & Peter Läderach, 2020. "Impacts of smallholder agricultural adaptation on food security: evidence from Africa, Asia, and Central America," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(1), pages 21-35, February.
    4. Shahbaz Mushtaq & Jarrod Kath & Roger Stone & Ross Henry & Peter Läderach & Kathryn Reardon-Smith & David Cobon & Torben Marcussen & Neil Cliffe & Paul Kristiansen & Frederik Pischke, 2020. "Creating positive synergies between risk management and transfer to accelerate food system climate resilience," Climatic Change, Springer, vol. 161(3), pages 465-478, August.
    5. Tien D. N. Ho & Takuji W. Tsusaka & John K. M. Kuwornu & Avishek Datta & Loc T. Nguyen, 2022. "Do rice varieties matter? Climate change adaptation and livelihood diversification among rural smallholder households in the Mekong Delta region of Vietnam," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 27(1), pages 1-33, January.
    6. Mukherjee, Manisha & Fransen, Sonja, 2024. "Exploring migration decision-making and agricultural adaptation in the context of climate change: A systematic review," World Development, Elsevier, vol. 179(C).
    7. Ana Maria Loboguerrero & Bruce M. Campbell & Peter J. M. Cooper & James W. Hansen & Todd Rosenstock & Eva Wollenberg, 2019. "Food and Earth Systems: Priorities for Climate Change Adaptation and Mitigation for Agriculture and Food Systems," Sustainability, MDPI, vol. 11(5), pages 1-26, March.
    8. Regina Neudert & Naiba Allahverdiyeva & Niyaz Mammadov & Alexandre Didebulidze & Volker Beckmann, 2020. "Diversification of Livestock-Keeping Smallholders in Mountainous Rural Regions of Azerbaijan and Georgia," Land, MDPI, vol. 9(8), pages 1-25, August.
    9. Mulwa, Chalmers K. & Visser, Martine, 2020. "Farm diversification as an adaptation strategy to climatic shocks and implications for food security in northern Namibia," World Development, Elsevier, vol. 129(C).
    10. Ephias Mugari & Hillary Masundire & Maitseo Bolaane, 2020. "Adapting to Climate Change in Semi-Arid Rural Areas: A Case of the Limpopo Basin Part of Botswana," Sustainability, MDPI, vol. 12(20), pages 1-34, October.

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