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Adaptation Implications of Climate-Smart Agriculture in Rural Pakistan

Author

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  • Muhammad Faisal Shahzad

    (Department of Food Economics and Consumption Studies, University of Kiel, 24118 Kiel, Germany)

  • Awudu Abdulai

    (Department of Food Economics and Consumption Studies, University of Kiel, 24118 Kiel, Germany)

  • Gazali Issahaku

    (Department of Food Security and Climate Change, University for Development Studies, Tamale TL1350, Ghana)

Abstract

In this paper, we analyze the drivers of the adoption of climate-smart agricultural (CSA) practices and the impact of their adoption on farm net returns and exposure to risks. We use recent farm-level data from three agroecological zones of Pakistan to estimate a multinomial endogenous switching regression for different CSA practices used to reduce the adverse impact of climate change. These strategies include changing input mix, changing cropping calendar, diversifying seed variety, and soil and water conservation measures. The empirical results show that the adoption of different CSA practices is influenced by average rainfall, previous experience of climate-related shocks, and access to climate change information. The findings further reveal that adoption of CSA practices positively and significantly improves farm net returns and reduces farmers’ exposure to downside risks and crop failure. The results also reveal significant differences in the impacts of CSA practice adoption on farm net returns in different agroecological zones. Thus, policies aimed at achieving sustainability in agricultural production should consider agroecological, specific, climate-smart solutions.

Suggested Citation

  • Muhammad Faisal Shahzad & Awudu Abdulai & Gazali Issahaku, 2021. "Adaptation Implications of Climate-Smart Agriculture in Rural Pakistan," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:21:p:11702-:d:662745
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    as
    1. Tambo, Justice A. & Mockshell, Jonathan, 2018. "Differential Impacts of Conservation Agriculture Technology Options on Household Income in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 151(C), pages 95-105.
    2. James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 210-223, October.
    3. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    4. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    5. Shahzad, Muhammad Faisal & Abdulai, Awudu, 2020. "Adaptation to extreme weather conditions and farm performance in rural Pakistan," Agricultural Systems, Elsevier, vol. 180(C).
    6. Muhammad Faisal Shahzad & Awudu Abdulai, 2021. "The heterogeneous effects of adoption of climate-smart agriculture on household welfare in Pakistan," Applied Economics, Taylor & Francis Journals, vol. 53(9), pages 1013-1038, February.
    7. Tambo, J. & Mockshell, J., 2018. "Differential impacts of conservation agriculture technology options on household welfare in sub-Saharan Africa," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277035, International Association of Agricultural Economists.
    8. James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, John Wiley & Sons, vol. 68(2), pages 210-223, October.
    9. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    10. Beddington, Sir John, 2011. "The future of food and farming," International Journal of Agricultural Management, Institute of Agricultural Management, vol. 1(2), pages 1-5.
    11. Aslihan Arslan & Nancy McCarthy & Leslie Lipper & Solomon Asfaw & Andrea Cattaneo & Misael Kokwe, 2015. "Climate Smart Agriculture? Assessing the Adaptation Implications in Zambia," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 753-780, September.
    12. Wallace E. Huffman, 2020. "Human Capital and Adoption of Innovations: Policy Implications," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 92-99, March.
    13. World Bank, 2010. "Economics of Adaptation to Climate Change : Synthesis Report," World Bank Publications - Reports 12750, The World Bank Group.
    14. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
    15. 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.
    16. Awudu Abdulai, 2018. "Simon Brand Memorial Address," Agrekon, Taylor & Francis Journals, vol. 57(1), pages 28-39, January.
    17. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
    18. Jikun Huang & Yangjie Wang & Jinxia Wang, 2015. "Farmers' Adaptation to Extreme Weather Events through Farm Management and Its Impacts on the Mean and Risk of Rice Yield in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 602-617.
    19. Vale, Petterson Molina, 2016. "The changing climate of climate change economics," Ecological Economics, Elsevier, vol. 121(C), pages 12-19.
    20. Gorst, Ashley & Dehlavi, Ali & Groom, Ben, 2018. "Crop productivity and adaptation to climate change in Pakistan," Environment and Development Economics, Cambridge University Press, vol. 23(6), pages 679-701, December.
    21. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    22. Issahaku, Gazali & Abdulai, Awudu, 2020. "Household welfare implications of sustainable land management practices among smallholder farmers in Ghana," Land Use Policy, Elsevier, vol. 94(C).
    23. E. M. Wolkovich & B. I. Cook & J. M. Allen & T. M. Crimmins & J. L. Betancourt & S. E. Travers & S. Pau & J. Regetz & T. J. Davies & N. J. B. Kraft & T. R. Ault & K. Bolmgren & S. J. Mazer & G. J. McC, 2012. "Warming experiments underpredict plant phenological responses to climate change," Nature, Nature, vol. 485(7399), pages 494-497, May.
    24. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2016. "A control function approach to estimating switching regression models with endogenous explanatory variables and endogenous switching," Journal of Econometrics, Elsevier, vol. 190(2), pages 252-266.
    25. Kleemann, Linda & Abdulai, Awudu, 2013. "Organic certification, agro-ecological practices and return on investment: Evidence from pineapple producers in Ghana," Ecological Economics, Elsevier, vol. 93(C), pages 330-341.
    26. Kassie, Girma T. & Abdulai, Awudu & Greene, William H. & Shiferaw, Bekele & Abate, Tsedeke & Tarekegne, Amsal & Sutcliffe, Chloe, 2017. "Modeling Preference and Willingness to Pay for Drought Tolerance (DT) in Maize in Rural Zimbabwe," World Development, Elsevier, vol. 94(C), pages 465-477.
    27. Ben Groom & Phoebe Koundouri & Celine Nauges & Alban Thomas, 2008. "The story of the moment: risk averse cypriot farmers respond to drought management," Applied Economics, Taylor & Francis Journals, vol. 40(3), pages 315-326.
    28. Gazali Issahaku & Awudu Abdulai, 2020. "Adoption of climate‐smart practices and its impact on farm performance and risk exposure among smallholder farmers in Ghana," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2), pages 396-420, April.
    29. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    30. Mukasa, Adamon N., 2018. "Technology adoption and risk exposure among smallholder farmers: Panel data evidence from Tanzania and Uganda," World Development, Elsevier, vol. 105(C), pages 299-309.
    31. Barbier, Edward B. & Hochard, Jacob P., 2018. "Poverty, rural population distribution and climate change," Environment and Development Economics, Cambridge University Press, vol. 23(3), pages 234-256, June.
    32. Hansen, James & Hellin, Jon & Rosenstock, Todd & Fisher, Eleanor & Cairns, Jill & Stirling, Clare & Lamanna, Christine & van Etten, Jacob & Rose, Alison & Campbell, Bruce, 2019. "Climate risk management and rural poverty reduction," Agricultural Systems, Elsevier, vol. 172(C), pages 28-46.
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