IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i19p12556-d931361.html
   My bibliography  Save this article

Rural Farmers’ Cognition and Climate Change Adaptation Impact on Cash Crop Productivity: Evidence from a Recent Study

Author

Listed:
  • Nawab Khan

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China
    These authors contributed equally to this work.)

  • Jiliang Ma

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, China
    These authors contributed equally to this work.)

  • Hazem S. Kassem

    (Department of Agricultural Extension and Rural Society, King Saud University, Riyadh 11451, Saudi Arabia)

  • Rizwan Kazim

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

  • Ram L. Ray

    (College of Agriculture and Human Sciences, Prairie View A&M University, Prairie View, TX 77446, USA)

  • Muhammad Ihtisham

    (School of Agriculture, Forestry and Food Engineering, Yibin University, Yibin 644000, China
    College of Horticulture and Forestry, Huazhong Agricultural University, Wuhan 430070, China)

  • Shemei Zhang

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

The world faces a once-in-a-century transformation due to the COVID-19 pandemic, adversely affecting farmers’ employment, production practices, and livelihood resilience. Meanwhile, climate change (CC) is a crucial issue limiting agricultural production worldwide. Farmers’ lives, severely affected by extreme weather conditions, are resulting in the reduced production of major economic crops. The CC has drastically influenced the major agricultural sectors of Pakistan, leading to a significant decline in farmers’ living standards and the overall economy. Climate-smart and eco-friendly agricultural practices can mitigate greenhouse gas emissions and ameliorate agricultural productivity under extreme environmental conditions. This paper highlights farmers’ autonomous CC adaptation strategies and their influence on cash crop (maize for this study) yield under prevailing circumstances. The current study used a simultaneous equation model to examine the different adaptation impacts on adapters and non-adapters. The survey results of 498 maize farmers in rural Pakistan revealed that growers were aware of the recent CC and had taken adequate adaptive measures to acclimatize to CC. Farmers’ arable land area, awareness level, and information accessibility to CC are the most crucial factors that impart a significant role in their adaptation judgments. However, most growers have inadequate adaptation strategies, including improved irrigation and the utilization of extensive fertilizers and pesticides. Using a simultaneous equation model of endogenous switching regression, the study found that farmers not adapted to CC were negatively affecting maize productivity. Therefore, this study suggests that policymakers pay attention to the countermeasures farmers have not taken to mitigate the impact of CC. In addition, policymakers should deliver appropriate adaptation strategies to assist growers in coping with climate-related natural hazards and ensure farmers’ livelihood security, rural revitalization, and sustainable agricultural development.

Suggested Citation

  • Nawab Khan & Jiliang Ma & Hazem S. Kassem & Rizwan Kazim & Ram L. Ray & Muhammad Ihtisham & Shemei Zhang, 2022. "Rural Farmers’ Cognition and Climate Change Adaptation Impact on Cash Crop Productivity: Evidence from a Recent Study," IJERPH, MDPI, vol. 19(19), pages 1-16, October.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12556-:d:931361
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/19/12556/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/19/12556/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Deressa, Temesgen Tadesse, 2007. "Measuring the economic impact of climate change on Ethiopian agriculture : Ricardian approach," Policy Research Working Paper Series 4342, The World Bank.
    2. David Zilberman & Jinhua Zhao & Amir Heiman, 2012. "Adoption Versus Adaptation, with Emphasis on Climate Change," Annual Review of Resource Economics, Annual Reviews, vol. 4(1), pages 27-53, August.
    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. Uttam Khanal & Clevo Wilson & Boon L. Lee & Viet-Ngu Hoang, 2018. "Climate change adaptation strategies and food productivity in Nepal: a counterfactual analysis," Climatic Change, Springer, vol. 148(4), pages 575-590, June.
    5. Clifton Makate & Marshall Makate & Nelson Mango, 2017. "Smallholder Farmers’ Perceptions on Climate Change and the Use of Sustainable Agricultural Practices in the Chinyanja Triangle, Southern Africa," Social Sciences, MDPI, vol. 6(1), pages 1-14, March.
    6. Khanal, Uttam & Wilson, Clevo & Hoang, Viet-Ngu & Lee, Boon, 2018. "Farmers' Adaptation to Climate Change, Its Determinants and Impacts on Rice Yield in Nepal," Ecological Economics, Elsevier, vol. 144(C), pages 139-147.
    7. Mirza Nomman Ahmed & Michael Schmitz, 2011. "Economic assessment of the impact of climate change on the agriculture of Pakistan," Business and Economic Horizons (BEH), Prague Development Center, vol. 4(1), pages 1-12, January.
    8. 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.
    9. Flavio Lehner & Thomas F. Stocker, 2015. "From local perception to global perspective," Nature Climate Change, Nature, vol. 5(8), pages 731-734, August.
    10. Gregorioa, Glenn B. & Ancog, Rico C., 2020. "Assessing the Impact of the COVID-19 Pandemic on Agricultural Production in Southeast Asia: Toward Transformative Change in Agricultural Food Systems," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 17(1), June.
    11. 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.
    12. Mark C. Freeman & Ben Groom & Richard Zeckhauser, 2015. "Better Predictions, Better Allocations: Scientific Advances and Adaptation to Climate Change," NBER Working Papers 21463, National Bureau of Economic Research, Inc.
    13. Lu, Shibao & Bai, Xiao & Li, Wei & Wang, Ning, 2019. "Impacts of climate change on water resources and grain production," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 76-84.
    14. Nawab Khan & Ram L. Ray & Hazem S. Kassem & Muhammad Ihtisham & Badar Naseem Siddiqui & Shemei Zhang, 2022. "Can Cooperative Supports and Adoption of Improved Technologies Help Increase Agricultural Income? Evidence from a Recent Study," Land, MDPI, vol. 11(3), pages 1-18, March.
    15. Solomon Asfaw & Nancy McCarthy & Leslie Lipper & Aslihan Arslan & Andrea Cattaneo, 2016. "What determines farmers’ adaptive capacity? Empirical evidence from Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(3), pages 643-664, June.
    16. Xie, Wei & Huang, Jikun & Wang, Jinxia & Cui, Qi & Robertson, Ricky & Chen, Kevin, 2020. "Climate change impacts on China's agriculture: The responses from market and trade," China Economic Review, Elsevier, vol. 62(C).
    17. Glenn B. Gregorio & Rico C. Ancog, 2020. "Impact of COVID-19 Pandemic on Agriculture Production in Southeast Asia: Reinforcing Transformative Change in Agricultural Food Systems," Policy Paper 2020-1, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA).
    18. Shilong Piao & Philippe Ciais & Yao Huang & Zehao Shen & Shushi Peng & Junsheng Li & Liping Zhou & Hongyan Liu & Yuecun Ma & Yihui Ding & Pierre Friedlingstein & Chunzhen Liu & Kun Tan & Yongqiang Yu , 2010. "The impacts of climate change on water resources and agriculture in China," Nature, Nature, vol. 467(7311), pages 43-51, September.
    19. Castells-Quintana, David & Lopez-Uribe, Maria del Pilar & McDermott, Thomas K.J., 2018. "Adaptation to climate change: A review through a development economics lens," World Development, Elsevier, vol. 104(C), pages 183-196.
    20. Ahmed, Mirza & Schmitz, Michael, 2011. "Economic assessment of the impact of climate change on the agriculture of Pakistan," Business and Economic Horizons (BEH), Prague Development Center (PRADEC), vol. 4(1), pages 1-12, January.
    21. Castells-Quintana, David & del Pilar Lopez-Uribe, Maria & McDermott, Thomas K.J., 2018. "A review of adaptation to climate change through a development economics lens," Working Papers 309605, National University of Ireland, Galway, Socio-Economic Marine Research Unit.
    22. Glenn B. Gregorio & Rico C. Ancog, 2020. "Assessing the Impact of the COVID-19 Pandemic on Agricultural Production in Southeast Asia: Toward Transformative Change in Agricultural Food Systems," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 17(1), pages 1-13, June.
    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. Tianzhi Gao & Qian Lu & Yiping Zhang & Hui Feng, 2024. "Does Farmers’ Cognition Enhance Their Enthusiasm for Adopting Sustainable Digital Agricultural Extension Services? Evidence from Rural China," Sustainability, MDPI, vol. 16(10), pages 1-17, May.
    2. Shipeng Yang & Wanxiang Xu & Yuxuan Xie & Muhammad Tayyab Sohail & Yefang Gong, 2023. "Impact of Natural Hazards on Agricultural Production Decision Making of Peasant Households: On the Basis of the Micro Survey Data of Hunan Province," Sustainability, MDPI, vol. 15(6), pages 1-19, March.
    3. Jorge Armando Hernández-López & Diana Ximena Puerta-Cortés & Hernán J. Andrade, 2024. "Predictive Analysis of Adaptation to Drought of Farmers in the Central Zone of Colombia," Sustainability, MDPI, vol. 16(16), pages 1-18, August.
    4. Jiaxu Ling & Yongji Xue & Chenyujing Yang & Yuanyuan Zhang, 2022. "Effect of Farmers’ Awareness of Climate Change on Their Willingness to Adopt Low-Carbon Production: Based on the TAM-SOR Model," IJERPH, MDPI, vol. 20(1), pages 1-17, December.

    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. Shuiping Quan & Yingming Li & Jianxin Song & Tao Zhang & Mingyue Wang, 2019. "Adaptation to Climate Change and its Impacts on Wheat Yield: Perspective of Farmers in Henan of China," Sustainability, MDPI, vol. 11(7), pages 1-12, April.
    2. 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).
    3. Orduño Torres, Miguel Angel & Kallas, Zein & Ornelas Herrera, Selene Ivette, 2020. "Farmers’ environmental perceptions and preferences regarding climate change adaptation and mitigation actions; towards a sustainable agricultural system in México," Land Use Policy, Elsevier, vol. 99(C).
    4. Nagisa Shiiba & Hide-Fumi Yokoo & Voravee Saengavut & Siraprapa Bumrungkit, 2023. "Ambiguity Aversion And Individual Adaptation To Climate Change: Evidence From A Farmer Survey In Northeastern Thailand," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 1-29, February.
    5. Jawid, Asadullah & Khadjavi, Menusch, 2019. "Adaptation to climate change in Afghanistan: Evidence on the impact of external interventions," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 64-82.
    6. Huang, Kaixing & Wang, Jinxia & Huang, Jikun & Findlay, Christopher, 2018. "The potential benefits of agricultural adaptation to warming in China in the long run," Environment and Development Economics, Cambridge University Press, vol. 23(2), pages 139-160, April.
    7. Orduño, Miguel Angel & Kallas, Zein & Ornelas, Selene Ivette, 2021. "Climate Change Adaptation and Mitigation Actions Based on Farmers' Environmental Preferences and Perceptions. Sustainable Agriculture, Mexico," 2021 Conference, August 17-31, 2021, Virtual 314967, International Association of Agricultural Economists.
    8. Yong Liu & Jorge Ruiz-Menjivar & Junbiao Zhang, 2023. "Do soil nutrient management practices improve climate resilience? Empirical evidence from rice farmers in central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 10029-10054, September.
    9. He, Xi & Chen, Zhenshan, 2022. "Weather, cropland expansion, and deforestation in Ethiopia," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
    10. Nasir Abbas Khan & Uttam Khanal & Clevo Wilson & Ashfaq Ahmad Shah & Muhammad Atiq Ur Rehman Tariq, 2022. "The Impact of Farmers’ Adaptation to Climate Change on Rice Yields: Implications for Sustainable Food Systems," Sustainability, MDPI, vol. 14(23), pages 1-18, December.
    11. Elisabetta Gotor & Muhammed Abdella Usman & Martina Occelli & Basazen Fantahun & Carlo Fadda & Yosef Gebrehawaryat Kidane & Dejene Mengistu & Afewerki Yohannes Kiros & Jemal Nurhisen Mohammed & Mekone, 2021. "Wheat Varietal Diversification Increases Ethiopian Smallholders’ Food Security: Evidence from a Participatory Development Initiative," Sustainability, MDPI, vol. 13(3), pages 1-17, January.
    12. Khanal, Uttam & Wilson, Clevo & Rahman, Sanzidur & Lee, Boon & Hoang, Vincent, 2020. "Smallholder farmers’ adaptation to climate change and its potential contribution to UN’s sustainable development goals of zero hunger and no poverty," MPRA Paper 106917, University Library of Munich, Germany, revised 07 Sep 2020.
    13. Khan Rubayet Rahaman & Bishawjit Mallick & Rupkatha Priodarshini & Woakimul Islam Shakil & Md. Zakir Hossain, 2022. "COVID-19 Burdens on Livelihood Opportunities: A Study of Easy-Bike Drivers in Rangpur City, Bangladesh," World, MDPI, vol. 3(3), pages 1-14, July.
    14. Demarchi, Gabriela & Subervie, Julie & Leite, Fernando Palha & Laclau, Jean-Paul, 2021. "Farmers' preferences for water-saving strategies in Brazilian eucalypt plantations," Forest Policy and Economics, Elsevier, vol. 128(C).
    15. 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).
    16. Uttam Khanal & Clevo Wilson & Boon Lee & Viet-Ngu Hoang, 2018. "Do climate change adaptation practices improve technical efficiency of smallholder farmers? Evidence from Nepal," Climatic Change, Springer, vol. 147(3), pages 507-521, April.
    17. Chunxiao Song & Yue Rong & Ruifeng Liu & Les Oxley & Hengyun Ma, 2022. "Testing the Effects of Water-Saving Technologies Adapted to Drought: Empirical Evidence from the Huang-Huai-Hai Region in China," Land, MDPI, vol. 11(12), pages 1-22, November.
    18. Ihsan Ullah & Nawab Khan & Yonghong Dai & Amir Hamza, 2023. "Does Solar-Powered Irrigation System Usage Increase the Technical Efficiency of Crop Production? New Insights from Rural Areas," Energies, MDPI, vol. 16(18), pages 1-16, September.
    19. Simeon Bernados & Lanndon Ocampo, 2022. "How Do People Decide on Getting Vaccinated? Evaluating the COVID-19 Vaccination Program through the Lens of Social Capital Theory," Social Sciences, MDPI, vol. 11(4), pages 1-11, March.
    20. Jin, Shaoze & Zhang, Lijuan & Min, Shi, 2021. "Regional Climate Extremes and Farmer’s Perception: Impact on Acceptance of Environmentally-Friendly Rubber Plantations in Southwest China," 2021 Conference, August 17-31, 2021, Virtual 314949, International Association of Agricultural Economists.

    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:gam:jijerp:v:19:y:2022:i:19:p:12556-:d:931361. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.