Climate change perception and impact of on-farm demonstration on intensity of adoption of adaptation strategies among smallholder farmers in South Africa
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DOI: 10.1016/j.techfore.2021.121031
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- Martey, Edward & Etwire, Prince M. & Kuwornu, John K.M., 2020. "Economic impacts of smallholder farmers’ adoption of drought-tolerant maize varieties," Land Use Policy, Elsevier, vol. 94(C).
- Giuseppe De Luca & Valeria Perotti, 2011.
"Estimation of ordered response models with sample selection,"
Stata Journal, StataCorp LP, vol. 11(2), pages 213-239, June.
- Giuseppe De Luca & Valeria Perotti, 2010. "Estimation of ordered response models with sample selection," CEIS Research Paper 168, Tor Vergata University, CEIS, revised 03 Jun 2010.
- Crossman, Neville D. & Burkhard, Benjamin & Nedkov, Stoyan & Willemen, Louise & Petz, Katalin & Palomo, Ignacio & Drakou, Evangelia G. & Martín-Lopez, Berta & McPhearson, Timon & Boyanova, Kremena & A, 2013. "A blueprint for mapping and modelling ecosystem services," Ecosystem Services, Elsevier, vol. 4(C), pages 4-14.
- Manda, J. & Gardebroek, C. & Kuntashula, E. & Alene, A.D., 2018. "Impact of Improved Maize Varieties on Food Security in Eastern Zambia: a doubly robust analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277004, International Association of Agricultural Economists.
- Okello, Julius J. & Kirui, Oliver K. & Gitonga, Zachary M. & Njiraini, Georgina W. & Nzuma, Jonathan M., 2014. "Determinants of Awareness and Use ICT-based Market Information Services in Developing-Country Agriculture: The Case of Smallholder Farmers in Kenya," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 53(3), pages 1-20, August.
- Sarthak Gaurav & Ashish Singh, 2012. "An Inquiry into the Financial Literacy and Cognitive Ability of Farmers: Evidence from Rural India," Oxford Development Studies, Taylor & Francis Journals, vol. 40(3), pages 358-380, September.
- T. O Ojo & L.J. S Baiyegunhi & A. O Salami, 2019. "Impact of Credit Demand on the Productivity of Rice Farmers in South West Nigeria," Journal of Economics and Behavioral Studies, AMH International, vol. 11(1), pages 166-180.
- 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.
- T. O. Ojo & A. A. Ogundeji & S. C. Babu & T. Alimi, 2020. "Estimating financing gaps in rice production in Southwestern Nigeria," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-18, December.
- Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
- Amogne Asfaw & Belay Simane & Amare Bantider & Ali Hassen, 2019. "Determinants in the adoption of climate change adaptation strategies: evidence from rainfed-dependent smallholder farmers in north-central Ethiopia (Woleka sub-basin)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(5), pages 2535-2565, October.
- Smale, Melinda & Assima, Amidou & Kergna, Alpha & Thériault, Véronique & Weltzien, Eva, 2018. "Farm family effects of adopting improved and hybrid sorghum seed in the Sudan Savanna of West Africa," Food Policy, Elsevier, vol. 74(C), pages 162-171.
- Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
- 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.
- Feder, Gershon & Just, Richard & Zilberman, David, 1984. "Adoption of Agricultural Innovations in Developing Countries: A Survey," CUDARE Working Papers 201089, University of California, Berkeley, Department of Agricultural and Resource Economics.
- Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
- Mario J. Miranda & Paul L. Fackler, 2004. "Applied Computational Economics and Finance," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633094, December.
- Kolawole Ogundari & Awudu Abdulai, 2014.
"Determinants of Household's Education and Healthcare Spending in Nigeria: Evidence from Survey Data,"
African Development Review, African Development Bank, vol. 26(1), pages 1-14, March.
- Kolawole Ogundari & Awudu Abdulai, 2014. "Determinants of Household's Education and Healthcare Spending in Nigeria: Evidence from Survey Data," African Development Review, African Development Bank, vol. 26(1), pages 1-14.
- Adolwa, Ivan Solomon & Schwarze, Stefan & Buerkert, Andreas, 2019. "Impacts of integrated soil fertility management on yield and household income: The case of Tamale (Ghana) and Kakamega (Kenya)," Ecological Economics, Elsevier, vol. 161(C), pages 186-192.
- Thinda, K.T. & Ogundeji, A.A. & Belle, J.A. & Ojo, T.O., 2020. "Understanding the adoption of climate change adaptation strategies among smallholder farmers: Evidence from land reform beneficiaries in South Africa," Land Use Policy, Elsevier, vol. 99(C).
- Khan, Imran & Lei, Hongdou & Shah, Irshad Ali & Ali, Imad & Khan, Inayat & Muhammad, Ihsan & Huo, Xuexi & Javed, Tehseen, 2020. "Farm households’ risk perception, attitude and adaptation strategies in dealing with climate change: Promise and perils from rural Pakistan," Land Use Policy, Elsevier, vol. 91(C).
- L. J. S. Baiyegunhi & M. B. Hassan & G. F. Ortmann, 2018. "Impact of Integrated Striga Management (ISM) technology on maize productivity in northern Nigeria: A treatment effect approach," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 10(3), pages 335-344, April.
- Roberto Esposti, 2017. "The heterogeneous farm-level impact of the 2005 CAP-first pillar reform: A multivalued treatment effect estimation," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 373-386, May.
- Sarah Ann Wheeler & Ying Xu & Alec Zuo, 2020. "Modelling the climate, water and socio-economic drivers of farmer exit in the Murray-Darling Basin," Climatic Change, Springer, vol. 158(3), pages 551-574, February.
- Cattaneo, O. & Gereffi, G. & Miroudot, S. & Taglioni, D., 2013. "Joining, upgrading and being competitive in global value chains : a strategic framework," Policy Research Working Paper Series 6406, The World Bank.
- Huffman, Wallace E., 1991. "Agricultural Household Models: Survey and Critique," Staff General Research Papers Archive 11008, Iowa State University, Department of Economics.
- Acquah, H. de-Graft & Onumah, Edward E., 2011. "Farmers Perception and Adaptation to Climate Change: An Estimation of Willingness to Pay," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 3(4), pages 1-9, December.
- Jeffrey M. Wooldridge, 2002.
"Inverse probability weighted M-estimators for sample selection, attrition, and stratification,"
Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
- Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition and stratification," CeMMAP working papers 11/02, Institute for Fiscal Studies.
- Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition and stratification," CeMMAP working papers CWP11/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "How will climate change shift agro-ecological zones and impact African agriculture ?," Policy Research Working Paper Series 4717, The World Bank.
- Ojo, T.O. & Baiyegunhi, L.J.S., 2020. "Determinants of climate change adaptation strategies and its impact on the net farm income of rice farmers in south-west Nigeria," Land Use Policy, Elsevier, vol. 95(C).
- Hermann Waibel & Thi Hoa Pahlisch & Marc Völker, 2018. "Farmers’ Perceptions of and Adaptations to Climate Change in Southeast Asia: The Case Study from Thailand and Vietnam," Natural Resource Management and Policy, in: Leslie Lipper & Nancy McCarthy & David Zilberman & Solomon Asfaw & Giacomo Branca (ed.), Climate Smart Agriculture, pages 137-160, Springer.
- Wilfred Nyangena, 2008. "Social determinants of soil and water conservation in rural Kenya," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 10(6), pages 745-767, December.
- Danso-Abbeam, Gideon & Baiyegunhi, Lloyd J.S., 2018. "Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana," Technology in Society, Elsevier, vol. 54(C), pages 10-19.
- Glynn, Adam N. & Quinn, Kevin M., 2010. "An Introduction to the Augmented Inverse Propensity Weighted Estimator," Political Analysis, Cambridge University Press, vol. 18(1), pages 36-56, January.
- Julius Manda & Cornelis Gardebroek & Elias Kuntashula & Arega D. Alene, 2018. "Impact of improved maize varieties on food security in Eastern Zambia: A doubly robust analysis," Review of Development Economics, Wiley Blackwell, vol. 22(4), pages 1709-1728, November.
- Temesgen T. Deressa, 2011. "Effects of climatic conditions and agro-ecological settings on the productive efficiencies of small-holder farmers in Ethopia," Working Papers 223, Economic Research Southern Africa.
- Barry K. Goodwin & Ashok K. Mishra, 2004. "Farming Efficiency and the Determinants of Multiple Job Holding by Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 722-729.
- Call, Maia & Gray, Clark & Jagger, Pamela, 2019. "Smallholder responses to climate anomalies in rural Uganda," World Development, Elsevier, vol. 115(C), pages 132-144.
- T. O. Ojo & L. J. S. Baiyegunhi, 2020. "Determinants of credit constraints and its impact on the adoption of climate change adaptation strategies among rice farmers in South-West Nigeria," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-15, December.
- Raju Ghimire & Wen-Chi Huang, 2015. "Household wealth and adoption of improved maize varieties in Nepal: a double-hurdle approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1321-1335, December.
- Elizabeth Stanton & Peter Rosset & James Boyce, 2005. "Land Reform and Sustainable Development," Working Papers wp98, Political Economy Research Institute, University of Massachusetts at Amherst.
- Miyuki Iiyama & Patrick Kariuki & Patti Kristjanson & Simeon Kaitibie & Joseph Maitima, 2008. "Livelihood diversification strategies, incomes and soil management strategies: a case study from Kerio Valley, Kenya," Journal of International Development, John Wiley & Sons, Ltd., vol. 20(3), pages 380-397.
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- Vatsa, Puneet & Ma, Wanglin & Zheng, Hongyun & Li, Junpeng, 2023. "Climate-smart agricultural practices for promoting sustainable agrifood production: Yield impacts and implications for food security," Food Policy, Elsevier, vol. 121(C).
- Tensi, Annika Francesca & Ang, Frederic & van der Fels-Klerx, H.J., 2022. "Behavioural drivers and barriers for adopting microbial applications in arable farms: Evidence from the Netherlands and Germany," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
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Keywords
Climate change; Perception adaptation strategies; Double-hurdle; Poisson endogenous treatment effect models;All these keywords.
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