IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v182y2020ics0308521x19313587.html
   My bibliography  Save this article

Resilience and equity: Quantifying the distributional effects of resilience-enhancing strategies in a smallholder agricultural system

Author

Listed:
  • Williams, T.G.
  • Guikema, S.D.
  • Brown, D.G.
  • Agrawal, A.

Abstract

Strategies aiming to increase the climate resilience of smallholder agricultural systems may not equally benefit all groups of the smallholder population. To reduce the potential for aggravating existing vulnerabilities, quantitative resilience analyses therefore need to acknowledge the possibility for inequities in the effects of proposed resilience-enhancing strategies (RESs). In this study, we develop, validate, and apply a household-level agent-based model to explore the equity of climate RESs in an Ethiopian smallholder farming system. Specifically, we study the potential effects of two RESs, involving access to seasonal climate forecasts and increases in non-farm job availability, on household food security under climate variability. We measure these effects in two distinct ways: “poverty-reduction,” which describes food security improvements relative to existing conditions; and “shock-absorption,” which isolates the strategies' effects on food security during and following a drought. Our results reveal that the different measures of resilience lead to divergent assessments of equity in policy effects. Relative to baseline levels of food security (poverty-reduction), both strategies disproportionately favor the most vulnerable households—i.e., they are equity-enhancing. Under this assessment, increases in job availability provide slightly stronger benefits to the most vulnerable households than climate forecasts. However, when isolating the effect of a drought (shock-absorption), both RESs benefit the moderately vulnerable households at the expense of the more vulnerable households—i.e., they are inequitable. These results demonstrate that a pure focus on poverty reduction may be insufficient to promote equitable development. Given the prevalence of climate shocks in smallholder systems, future studies of resilience should therefore jointly consider both poverty reduction and shock recovery, as well as the potential for inequity in the effects of RESs.

Suggested Citation

  • Williams, T.G. & Guikema, S.D. & Brown, D.G. & Agrawal, A., 2020. "Resilience and equity: Quantifying the distributional effects of resilience-enhancing strategies in a smallholder agricultural system," Agricultural Systems, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:agisys:v:182:y:2020:i:c:s0308521x19313587
    DOI: 10.1016/j.agsy.2020.102832
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X19313587
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2020.102832?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Belay Simane & Benjamin F. Zaitchik & Mutlu Ozdogan, 2013. "Agroecosystem Analysis of the Choke Mountain Watersheds, Ethiopia," Sustainability, MDPI, vol. 5(2), pages 1-25, February.
    2. 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.
    3. Tian, Qing & Holland, John H. & Brown, Daniel G., 2016. "Social and economic impacts of subsidy policies on rural development in the Poyang Lake Region, China: Insights from an agent-based model," Agricultural Systems, Elsevier, vol. 148(C), pages 12-27.
    4. Van den Broeck, Goedele & Swinnen, Johan & Maertens, Miet, 2017. "Global value chains, large-scale farming, and poverty: Long-term effects in Senegal," Food Policy, Elsevier, vol. 66(C), pages 97-107.
    5. Luseno, Winnie K. & McPeak, John G. & Barrett, Christopher B. & Little, Peter D. & Gebru, Getachew, 2003. "Assessing the Value of Climate Forecast Information for Pastoralists: Evidence from Southern Ethiopia and Northern Kenya," World Development, Elsevier, vol. 31(9), pages 1477-1494, September.
    6. Paul J. Block & Kenneth Strzepek & Mark W. Rosegrant & Xinshen Diao, 2008. "Impacts of considering climate variability on investment decisions in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 39(2), pages 171-181, September.
    7. Marc F. Bellemare & Christopher B. Barrett, 2006. "An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 324-337.
    8. Dorward, Andrew & Kydd, Jonathan & Morrison, Jamie & Urey, Ian, 2004. "A Policy Agenda for Pro-Poor Agricultural Growth," World Development, Elsevier, vol. 32(1), pages 73-89, January.
    9. Bachewe, Fantu Nisrane & Berhane, Guush & Minten, Bart & Taffesse, Alemayehu Seyoum, 2016. "Non-farm income and labor markets in rural Ethiopia," ESSP working papers 90, International Food Policy Research Institute (IFPRI).
    10. Thomas Berger & Christian Troost, 2014. "Agent-based Modelling of Climate Adaptation and Mitigation Options in Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 323-348, June.
    11. Nicholas R Magliocca & Daniel G Brown & Erle C Ellis, 2013. "Exploring Agricultural Livelihood Transitions with an Agent-Based Virtual Laboratory: Global Forces to Local Decision-Making," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-11, September.
    12. James Risbey & Milind Kandlikar & Hadi Dowlatabadi & Dean Graetz, 1999. "Scale, context, and decision making in agricultural adaptation to climate variability and change," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 4(2), pages 137-165, June.
    13. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    14. Beyene, Fekadu & Muche, Mequanent, 2010. "Determinants of Food Security among Rural Households of Central Ethiopia: An Empirical Analysis," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 49(4), pages 1-20.
    15. Ziervogel, Gina & Bithell, Mike & Washington, Richard & Downing, Tom, 2005. "Agent-based social simulation: a method for assessing the impact of seasonal climate forecast applications among smallholder farmers," Agricultural Systems, Elsevier, vol. 83(1), pages 1-26, January.
    16. Janssen, Marco A. & Anderies, John M. & Walker, Brian H., 2004. "Robust strategies for managing rangelands with multiple stable attractors," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 140-162, January.
    17. Abera Demeke & Alwin Keil & Manfred Zeller, 2011. "Using panel data to estimate the effect of rainfall shocks on smallholders food security and vulnerability in rural Ethiopia," Climatic Change, Springer, vol. 108(1), pages 185-206, September.
    18. Schlüter, Maja & Baeza, Andres & Dressler, Gunnar & Frank, Karin & Groeneveld, Jürgen & Jager, Wander & Janssen, Marco A. & McAllister, Ryan R.J. & Müller, Birgit & Orach, Kirill & Schwarz, Nina & Wij, 2017. "A framework for mapping and comparing behavioural theories in models of social-ecological systems," Ecological Economics, Elsevier, vol. 131(C), pages 21-35.
    19. Amadou, Mahamadou L. & Villamor, Grace B. & Kyei-Baffour, Nicholas, 2018. "Simulating agricultural land-use adaptation decisions to climate change: An empirical agent-based modelling in northern Ghana," Agricultural Systems, Elsevier, vol. 166(C), pages 196-209.
    20. Herrmann, Raoul T., 2017. "Large-Scale Agricultural Investments and Smallholder Welfare: A Comparison of Wage Labor and Outgrower Channels in Tanzania," World Development, Elsevier, vol. 90(C), pages 294-310.
    21. Isaac Gershon Kodwo Ansah & Cornelis Gardebroek & Rico Ihle, 2019. "Resilience and household food security: a review of concepts, methodological approaches and empirical evidence," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(6), pages 1187-1203, December.
    22. 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.
    23. An, Li, 2012. "Modeling human decisions in coupled human and natural systems: Review of agent-based models," Ecological Modelling, Elsevier, vol. 229(C), pages 25-36.
    24. Atesmachew Hailegiorgis & Andrew Crooks & Claudio Cioffi-Revilla, 2018. "An Agent-Based Model of Rural Households’ Adaptation to Climate Change," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(4), pages 1-4.
    25. Kremmydas, Dimitris & Athanasiadis, Ioannis N. & Rozakis, Stelios, 2018. "A review of Agent Based Modeling for agricultural policy evaluation," Agricultural Systems, Elsevier, vol. 164(C), pages 95-106.
    26. van Wijk, Mark T., 2014. "From global economic modelling to household level analyses of food security and sustainability: How big is the gap and can we bridge it?," Food Policy, Elsevier, vol. 49(P2), pages 378-388.
    27. Headey, Derek D. & Ecker, Olivier, 2012. "Improving the measurement of food security:," IFPRI discussion papers 1225, International Food Policy Research Institute (IFPRI).
    28. Kaufman, Bruce E., 1990. "A new theory of satisficing," Journal of Behavioral Economics, Elsevier, vol. 19(1), pages 35-51.
    29. Peter Little & M. Priscilla Stone & Tewodaj Mogues & A. Peter Castro & Workneh Negatu, 2006. "'Moving in place': Drought and poverty dynamics in South Wollo, Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 200-225.
    30. Headey, Derek & Taffesse, Alemayehu Seyoum & You, Liangzhi, 2014. "Diversification and Development in Pastoralist Ethiopia," World Development, Elsevier, vol. 56(C), pages 200-213.
    31. John, Felix & Toth, Russell & Frank, Karin & Groeneveld, Jürgen & Müller, Birgit, 2019. "Ecological Vulnerability Through Insurance? Potential Unintended Consequences of Livestock Drought Insurance," Ecological Economics, Elsevier, vol. 157(C), pages 357-368.
    32. Dimitris Kremmydas, 2012. "Agent based modeling for agricultural policy evaluation: A review," Working Papers 2012-3, Agricultural University of Athens, Department Of Agricultural Economics.
    33. N. Marshall & I. Gordon & A. Ash, 2011. "The reluctance of resource-users to adopt seasonal climate forecasts to enhance resilience to climate variability on the rangelands," Climatic Change, Springer, vol. 107(3), pages 511-529, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Assogba, Gildas G.C. & Adam, Myriam & Berre, David & Descheemaeker, Katrien, 2022. "Managing biomass in semi-arid Burkina Faso: Strategies and levers for better crop and livestock production in contrasted farm systems," Agricultural Systems, Elsevier, vol. 201(C).
    2. Bazzana, Davide & Foltz, Jeremy & Zhang, Ying, 2022. "Impact of climate smart agriculture on food security: An agent-based analysis," Food Policy, Elsevier, vol. 111(C).
    3. Vivek Shastry & D Cale Reeves & Nicholas Willems & Varun Rai, 2022. "Policy and behavioral response to shock events: An agent-based model of the effectiveness and equity of policy design features," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-21, January.
    4. Bazzana, Davide & Gilioli, Gianni & Simane, Belay & Zaitchik, Benjamin, 2021. "Analyzing constraints in the water-energy-food nexus: The case of eucalyptus plantation in Ethiopia," Ecological Economics, Elsevier, vol. 180(C).

    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. Huber, Robert & Bakker, Martha & Balmann, Alfons & Berger, Thomas & Bithell, Mike & Brown, Calum & Grêt-Regamey, Adrienne & Xiong, Hang & Le, Quang Bao & Mack, Gabriele & Meyfroidt, Patrick & Millingt, 2018. "Representation of decision-making in European agricultural agent-based models," Agricultural Systems, Elsevier, vol. 167(C), pages 143-160.
    2. Robert Huber & Hang Xiong & Kevin Keller & Robert Finger, 2022. "Bridging behavioural factors and standard bio‐economic modelling in an agent‐based modelling framework," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 35-63, February.
    3. Coronese, Matteo & Occelli, Martina & Lamperti, Francesco & Roventini, Andrea, 2023. "AgriLOVE: Agriculture, land-use and technical change in an evolutionary, agent-based model," Ecological Economics, Elsevier, vol. 208(C).
    4. Grace B. Villamor & Andrew Dunningham & Philip Stahlmann-Brown & Peter W. Clinton, 2022. "Improving the Representation of Climate Change Adaptation Behaviour in New Zealand’s Forest Growing Sector," Land, MDPI, vol. 11(3), pages 1-18, March.
    5. Alina Evelyn Badillo-Márquez & Alberto Alfonso Aguilar-Lasserre & Marco Augusto Miranda-Ackerman & Oscar Osvaldo Sandoval-González & Daniel Villanueva-Vásquez & Rubén Posada-Gómez, 2021. "An Agent-Based Model-Driven Decision Support System for Assessment of Agricultural Vulnerability of Sugarcane Facing Climatic Change," Mathematics, MDPI, vol. 9(23), pages 1-32, November.
    6. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
    7. Zagaria, Cecilia & Schulp, Catharina J.E. & Zavalloni, Matteo & Viaggi, Davide & Verburg, Peter H., 2021. "Modelling transformational adaptation to climate change among crop farming systems in Romagna, Italy," Agricultural Systems, Elsevier, vol. 188(C).
    8. Fabry, Anna & Van den Broeck, Goedele & Maertens, Miet, 2022. "Decent work in global food value chains: Evidence from Senegal," World Development, Elsevier, vol. 152(C).
    9. Nicholas R. Magliocca, 2015. "Model-Based Synthesis of Locally Contingent Responses to Global Market Signals," Land, MDPI, vol. 4(3), pages 1-35, September.
    10. Christophe Béné & Derek Headey & Lawrence Haddad & Klaus Grebmer, 2016. "Is resilience a useful concept in the context of food security and nutrition programmes? Some conceptual and practical considerations," 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 123-138, February.
    11. Bazzana, Davide & Foltz, Jeremy & Zhang, Ying, 2022. "Impact of climate smart agriculture on food security: An agent-based analysis," Food Policy, Elsevier, vol. 111(C).
    12. Christian Troost & Julia Parussis-Krech & Matías Mejaíl & Thomas Berger, 2023. "Boosting the Scalability of Farm-Level Models: Efficient Surrogate Modeling of Compositional Simulation Output," Computational Economics, Springer;Society for Computational Economics, vol. 62(3), pages 721-759, October.
    13. Ida Nadia S. Djenontin & Leo C. Zulu & Arika Ligmann-Zielinska, 2020. "Improving Representation of Decision Rules in LUCC-ABM: An Example with an Elicitation of Farmers’ Decision Making for Landscape Restoration in Central Malawi," Sustainability, MDPI, vol. 12(13), pages 1-35, July.
    14. Amare, M. & Waibel, H., 2015. "Climate Variability, Shocks and Non-farm Employment: Evidence from Rural Household in Northeast Thailand," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 50, March.
    15. Amolegbe, Khadijat Busola & Fontep, Eugenie Rose & Ahodode, Bernadin Géraud Comlan & Pagal, Emmanuelle Dorcas Mbanga & Ardelkrim, Araar, 2023. "Gendered Effects of Crop Diversification and Climate Shocks on Household Food Security Status in Nigeria," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334551, Agricultural Economics Society - AES.
    16. William Nkomoki & Miroslava Bavorová & Jan Banout, 2019. "Factors Associated with Household Food Security in Zambia," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    17. Meike Will & Jürgen Groeneveld & Karin Frank & Birgit Müller, 2021. "Informal risk-sharing between smallholders may be threatened by formal insurance: Lessons from a stylized agent-based model," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-18, March.
    18. Bazzana, Davide & Gilioli, Gianni & Simane, Belay & Zaitchik, Benjamin, 2021. "Analyzing constraints in the water-energy-food nexus: The case of eucalyptus plantation in Ethiopia," Ecological Economics, Elsevier, vol. 180(C).
    19. Momanyi, Denis & Lagat, Prof. Job K. & Ayuya, Dr. Oscar I., 2016. "Analysis of the Marketing Behaviour of African Indigenous Leafy Vegetables among Smallholder Farmers in Nyamira County, Kenya," MPRA Paper 69202, University Library of Munich, Germany, revised 27 Jan 2016.
    20. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.

    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:agisys:v:182:y:2020:i:c:s0308521x19313587. 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: http://www.elsevier.com/locate/agsy .

    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.