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Parsimonious Multi-dimensional Impact Assessment

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  • John M. Antle

Abstract

This article develops the conceptual and empirical foundations for a parsimonious, generic modeling approach to multi-dimensional (i.e., economic, environmental and social) impact assessments of agricultural technologies and environmental change. Joint distributions between technology adoption and outcome variables are characterized, and used to analyze the selection effects of adoption on a general class of impact indicators. The approach is implemented with a generic model that can be parameterized with low-order moments of outcome variables. A case study of adoption of a high-yielding maize variety in Kenya illustrates the model's use and confirms theoretical results. Copyright 2011, Oxford University Press.

Suggested Citation

  • John M. Antle, 2011. "Parsimonious Multi-dimensional Impact Assessment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(5), pages 1292-1311.
    • Handle: RePEc:oup:ajagec:v:93:y:2011:i:5:p:1292-1311
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    File URL: http://hdl.handle.net/10.1093/ajae/aar052
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    Cited by:

    1. John M. Antle & Seojin Cho & S. M. Hossein Tabatabaie & Roberto O. Valdivia, 2019. "Economic and environmental performance of dryland wheat-based farming systems in a 1.5 °C world," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 24(2), pages 165-180, February.
    2. Davide Cammarano & Roberto O. Valdivia & Yacob G. Beletse & Wiltrud Durand & Olivier Crespo & Weldemichael A. Tesfuhuney & Matthew R. Jones & Sue Walker & Thembeka N. Mpuisang & Charles Nhemachena & A, 2020. "Integrated assessment of climate change impacts on crop productivity and income of commercial maize farms in northeast South Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(3), pages 659-678, June.
    3. Ray, Srabashi, 2023. "Adoption analysis of edge-of-field treatment wetlands in the Corn-Soy belt of the US: Application of TOA-MD and SIMPLE model coupling," 2023 Annual Meeting, July 23-25, Washington D.C. 335675, Agricultural and Applied Economics Association.
    4. Cho, Seojin & Antle, John M., 2019. "Impact of Domestic and Trade Policies on Adoption of a Biofuel Crop in Dryland Wheat-Based Farming Systems in U.S. Pacific Northwest," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290920, Agricultural and Applied Economics Association.
    5. Henderson, Benjamin & Cacho, Oscar & Thornton, Philip & van Wijk, Mark & Herrero, Mario, 2018. "The economic potential of residue management and fertilizer use to address climate change impacts on mixed smallholder farmers in Burkina Faso," Agricultural Systems, Elsevier, vol. 167(C), pages 195-205.
    6. Brown, Molly & Antle, John & Backlund, Peter & Carr, Edward & Easterling, Bill & Walsh, Margaret & Ammann, Caspar & Attavanich, Witsanu & Barrett, Chris & Bellemare, Marc & Dancheck, Violet & Funk, Ch, 2015. "Climate Change, Global Food Security and the U.S. Food System," MPRA Paper 105772, University Library of Munich, Germany.
    7. Habtemariam, Lemlem Teklegiorgis & Abate Kassa, Getachew & Gandorfer, Markus, 2017. "Impact of climate change on farms in smallholder farming systems: Yield impacts, economic implications and distributional effects," Agricultural Systems, Elsevier, vol. 152(C), pages 58-66.
    8. Amikuzuno, Joseph, 2013. "Climate Change Impact on Smallholder Farmers in the White Volta Basin of the Upper East Region of Ghana," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160478, African Association of Agricultural Economists (AAAE).
    9. Muhammad Khalid Anser & Tayyaba Hina & Shahzad Hameed & Muhammad Hamid Nasir & Ishfaq Ahmad & Muhammad Asad ur Rehman Naseer, 2020. "Modeling Adaptation Strategies against Climate Change Impacts in Integrated Rice-Wheat Agricultural Production System of Pakistan," IJERPH, MDPI, vol. 17(7), pages 1-18, April.
    10. Tran, N. & Crissman, C. & Chijere, A. & Hong, M.C. & Teoh, S.J. & Valdivia, R.O., 2013. "Ex-ante assessment of integrated aquaculture-agriculture adoption and impact in Southern Malawi," Monographs, The WorldFish Center, number 40078, April.
    11. Yu, Jialing, 2015. "Estimating distributional impacts of federal crop insurance program," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 206272, Agricultural and Applied Economics Association.
    12. Homann-Kee Tui, Sabine & Valbuena, Diego & Masikati, Patricia & Descheemaeker, Katrien & Nyamangara, Justice & Claessens, Lieven & Erenstein, Olaf & van Rooyen, Andre & Nkomboni, Daniel, 2015. "Economic trade-offs of biomass use in crop-livestock systems: Exploring more sustainable options in semi-arid Zimbabwe," Agricultural Systems, Elsevier, vol. 134(C), pages 48-60.
    13. Collins-Sowah, Peron A., 2018. "Theoretical conception of climate-smart agriculture," Working Papers of Agricultural Policy WP2018-02, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
    14. Brown, M.E. & et al. [+21], 2015. "Climate Change, Global Food Security, and the U.S. Food System," USDA Miscellaneous 337546, United States Department of Agriculture.
    15. Kam, S.P. & Badjeck, M.C. & Teh, L. & Teh, L. & Tran, N., 2012. "Autonomous adaptation to climate change by shrimp and catfish farmers in Vietnam’s Mekong River delta," Monographs, The WorldFish Center, number 40061, April.
    16. Kanter, David R. & Musumba, Mark & Wood, Sylvia L.R. & Palm, Cheryl & Antle, John & Balvanera, Patricia & Dale, Virginia H. & Havlik, Petr & Kline, Keith L. & Scholes, R.J. & Thornton, Philip & Titton, 2018. "Evaluating agricultural trade-offs in the age of sustainable development," Agricultural Systems, Elsevier, vol. 163(C), pages 73-88.
    17. Tittonell, Pablo & Gérard, Bruno & Erenstein, Olaf, 2015. "Tradeoffs around crop residue biomass in smallholder crop-livestock systems – What’s next?," Agricultural Systems, Elsevier, vol. 134(C), pages 119-128.
    18. Lutengano Mwinuka & Khamaldin Daud Mutabazi & Frieder Graef & Stefan Sieber & Jeremia Makindara & Anthony Kimaro & Götz Uckert, 2017. "Simulated willingness of farmers to adopt fertilizer micro-dosing and rainwater harvesting technologies in semi-arid and sub-humid farming systems in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1237-1253, December.

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