IDEAS home Printed from https://ideas.repec.org/a/caa/jnlage/v71y2025i4id87-2024-agricecon.html
   My bibliography  Save this article

Psychological perspectives on smallholder farmers' choice of climate change adaptation strategies and productivity nexus in Southwest, Nigeria

Author

Listed:
  • Adetomiwa Kolapo

    (Department of Agricultural Economics, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife, Nigeria)

  • Akeem Abiade Tijani

    (Department of Agricultural Economics, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife, Nigeria)

  • Seyi Olalekan Olawuyi

    (Department of Agricultural Economics and Extension, University of Fort Hare, Alice, South Africa)

  • Adeyera James Kolapo

    (Department of Agricultural Economics and Extension, Afe Babalola University, Ado-Ekiti, Nigeria)

  • Temitope Oluwaseun Ojo

    (Department of Agricultural Economics, Faculty of Agriculture, Obafemi Awolowo University, Ile-Ife, Nigeria)

  • Nolwazi Zanele Khumalo

    (Department of Agriculture, University of Zululand, Richards Bay, South Africa)

  • Khalid. Mohamed Elhindi

    (Department of Plant Production, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia)

  • Hazem Kassem

    (Department of Agricultural Extension and Rural Society, Faculty of Agriculture, Mansoura University, Mansoura, Egypt)

Abstract

In recent pasts, high priority has been placed on encouraging the implementation of various climate change adaptation techniques to adapt to the disastrous effects of climate change. Like in other countries affected by climate change, Nigerian farmers were also encouraged by governmental and non-governmental organisations to implement techniques for adapting to climate change impact. In this study, we use a psychological approach to investigate how a mix of socioeconomic and psycho-cognitive factors affect smallholder farmers' decisions about various climate change adaptation strategies and the consequent impact of the adoption of adaptation strategies on crop yield. Following the theory of planned behaviour (TPB), the adoption decision of farmers was modelled using the partial least squares structural equation modelling (PLS-SEM) and the ordered probit model. The impact of adopting adaptation strategies on productivity was evaluated using multinomial endogenous switching regression (MESR). The MESR helps to address endogeneity issues that might arise as a result of inconsistencies in the behavioural responses of the farmers. Our result indicates that psycho-cognitive factors like intentions and personal norms significantly predicted the number of climate change adaptation strategies the farmers ultimately embraced and implemented on their farms. We also found that the smallholder farmers' yield and income were most significantly impacted by the adoption of land restoration as a climate change adaptation strategy. The findings will assist in the design of more effective policy instruments to remove adoption hurdles as well as crafting tailored extension services that resonate with the realities of the farmer and thus help foster behavioural change.

Suggested Citation

  • Adetomiwa Kolapo & Akeem Abiade Tijani & Seyi Olalekan Olawuyi & Adeyera James Kolapo & Temitope Oluwaseun Ojo & Nolwazi Zanele Khumalo & Khalid. Mohamed Elhindi & Hazem Kassem, 2025. "Psychological perspectives on smallholder farmers' choice of climate change adaptation strategies and productivity nexus in Southwest, Nigeria," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 71(4), pages 185-202.
    • Handle: RePEc:caa:jnlage:v:71:y:2025:i:4:id:87-2024-agricecon
    DOI: 10.17221/87/2024-AGRICECON
    as

    Download full text from publisher

    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/87/2024-AGRICECON.html
    Download Restriction: free of charge
    File URL: http://agricecon.agriculturejournals.cz/doi/10.17221/87/2024-AGRICECON.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.17221/87/2024-AGRICECON?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. Läpple, Doris & Kelley, Hugh, 2013. "Understanding the uptake of organic farming: Accounting for heterogeneities among Irish farmers," Ecological Economics, Elsevier, vol. 88(C), pages 11-19.
    2. Aboubacar Diallo & Emmanuel Donkor & Victor Owusu, 2020. "Climate change adaptation strategies, productivity and sustainable food security in southern Mali," Climatic Change, Springer, vol. 159(3), pages 309-327, April.
    3. Chen, Kevin Z. & Ali, Murad & Veeman, Michele M. & Unterschultz, James R. & Le, Theresa, 2002. "Relative Importance Rankings For Pork Attributes By Asian-Origin Consumers In California: Applying An Ordered Probit Model To A Choice-Based Sample," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 34(01), pages 1-13, April.
    4. F. Füsun Tatlıdil & İsmet Boz & Hasan Tatlidil, 2009. "Farmers’ perception of sustainable agriculture and its determinants: a case study in Kahramanmaras province of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 11(6), pages 1091-1106, December.
    5. Daniel Solís & Boris E. Bravo-Ureta & Ricardo E. Quiroga, 2007. "Soil conservation and technical efficiency among hillside farmers in Central America: a switching regression model ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(4), pages 491-510, December.
    6. Meike Wollni & David R. Lee & Janice E. Thies, 2010. "Conservation agriculture, organic marketing, and collective action in the Honduran hillsides," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 373-384, May.
    7. Hayley H. Chouinard & Tobias Paterson & Philip R. Wandschneider & Adrienne M. Ohler, 2008. "Will Farmers Trade Profits for Stewardship? Heterogeneous Motivations for Farm Practice Selection," Land Economics, University of Wisconsin Press, vol. 84(1), pages 66-82.
    8. Moti Jaleta & Menale Kassie & Kindie Tesfaye & Tilaye Teklewold & Pradyot Ranjan Jena & Paswel Marenya & Olaf Erenstein, 2016. "Resource saving and productivity enhancing impacts of crop management innovation packages in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 47(5), pages 513-522, September.
    9. Abyiot Teklu & Belay Simane & Mintewab Bezabih, 2023. "Effect of Climate Smart Agriculture Innovations on Climate Resilience among Smallholder Farmers: Empirical Evidence from the Choke Mountain Watershed of the Blue Nile Highlands of Ethiopia," Sustainability, MDPI, vol. 15(5), pages 1-26, February.
    10. Nugun Patrick Jellason & Richard N. Baines & John S. Conway & Chukwuma C. Ogbaga, 2019. "Climate Change Perceptions and Attitudes to Smallholder Adaptation in Northwestern Nigerian Drylands," Social Sciences, MDPI, vol. 8(2), pages 1-20, January.
    11. Abdulai, Abdul-Nafeo & Abdulai, Awudu, 2017. "Examining the impact of conservation agriculture on environmental efficiency among maize farmers in Zambia," Environment and Development Economics, Cambridge University Press, vol. 22(2), pages 177-201, April.
    12. Menale Kassie & Hailemariam Teklewold & Paswel Marenya & Moti Jaleta & Olaf Erenstein, 2015. "Production Risks and Food Security under Alternative Technology Choices in Malawi: Application of a Multinomial Endogenous Switching Regression," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 640-659, September.
    13. 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).
    14. Frikkie Mare & Yonas T. Bahta & Walter Van Niekerk, 2018. "The impact of drought on commercial livestock farmers in South Africa," Development in Practice, Taylor & Francis Journals, vol. 28(7), pages 884-898, October.
    15. Menale Kassie & Paswel Marenya & Yohannis Tessema & Moti Jaleta & Di Zeng & Olaf Erenstein & Dil Rahut, 2018. "Measuring Farm and Market Level Economic Impacts of Improved Maize Production Technologies in Ethiopia: Evidence from Panel Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 76-95, February.
    16. 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.
    17. Sarstedt, Marko & Ringle, Christian M. & Smith, Donna & Reams, Russell & Hair, Joseph F., 2014. "Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 105-115.
    18. Ojo, Temitope O. & Baiyegunhi, Lloyd J.S & Adetoro, Adetoso A. & Ogundeji, Abiodun A., 2021. "Adoption of Soil and Water Conservation Technology and Its Impact on the Productivity of Smallholder Rice Farmers in Southwest, Nigeria," 2021 Conference, August 17-31, 2021, Virtual 314981, International Association of Agricultural Economists.
    19. Menale Kassie & Precious Zikhali & Kebede Manjur & Sue Edwards, 2009. "Adoption of sustainable agriculture practices: Evidence from a semi‐arid region of Ethiopia," Natural Resources Forum, Blackwell Publishing, vol. 33(3), pages 189-198, August.
    20. D'souza, Gerard & Cyphers, Douglas & Phipps, Tim, 1993. "Factors Affecting the Adoption of Sustainable Agricultural Practices," Agricultural and Resource Economics Review, Cambridge University Press, vol. 22(2), pages 159-165, October.
    21. John Kanburi Bidzakin & Simon C. Fialor & Dadson Awunyo-Vitor & Iddrisu Yahaya, 2019. "Impact of contract farming on rice farm performance: Endogenous switching regression," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1618229-161, January.
    22. Knowler, Duncan & Bradshaw, Ben, 2007. "Farmers' adoption of conservation agriculture: A review and synthesis of recent research," Food Policy, Elsevier, vol. 32(1), pages 25-48, February.
    23. Gary D. Lynne & J. S. Shonkwiler & Leandro R. Rola, 1988. "Attitudes and Farmer Conservation Behavior," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(1), pages 12-19.
    24. Prince Maxwell Etwire & Isaac Koomson & Edward Martey, 2022. "Impact of climate change adaptation on farm productivity and household welfare," Climatic Change, Springer, vol. 170(1), pages 1-27, January.
    25. D'Souza, Gerard E. & Cyphers, Douglas & Phipps, Tim T., 1993. "Factors Affecting The Adoption Of Sustainable Agricultural Practices," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 22(2), pages 1-7, October.
    26. Rabirou Kassali & Adetomiwa Kolapo & A O Ige & Kayode Emmanuel Adebayo, 2024. "Analysis of consumers’ preference and willingness to pay for orange-fleshed sweet potato in Osun state, Nigeria," International Journal of Agricultural Research, Innovation and Technology (IJARIT), IJARIT Research Foundation, vol. 14(01), June.
    Full references (including those not matched with items on IDEAS)

    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. Wondimagegn Tesfaye & Garrick Blalock & Nyasha Tirivayi, 2021. "Climate‐Smart Innovations and Rural Poverty in Ethiopia: Exploring Impacts and Pathways," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 878-899, May.
    2. Ali M. Oumer & Michael Burton & Atakelty Hailu & Amin Mugera, 2020. "Sustainable agricultural intensification practices and cost efficiency in smallholder maize farms: Evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 841-856, November.
    3. Hailemariam Teklewold & Alemu Mekonnen & Gunnar Kohlin & Salvatore Di Falco, 2017. "Does Adoption Of Multiple Climate-Smart Practices Improve Farmers’ Climate Resilience? Empirical Evidence From The Nile Basin Of Ethiopia," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-30, February.
    4. Teklewold, Hailemariam & Mekonnen, Alemu, 2017. "The Tilling of Land in a Changing Climate: Panel Data Evidence from the Nile Basin of Ethiopia," EfD Discussion Paper 17-3, Environment for Development, University of Gothenburg.
    5. Pham, Huong-Giang & Chuah, Swee-Hoon & Feeny, Simon, 2021. "Factors affecting the adoption of sustainable agricultural practices: Findings from panel data for Vietnam," Ecological Economics, Elsevier, vol. 184(C).
    6. 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.
    7. Martey, Edward & Etwire, Prince Maxwell & Abdoulaye, Tahirou, 2020. "Welfare impacts of climate-smart agriculture in Ghana: Does row planting and drought-tolerant maize varieties matter?," Land Use Policy, Elsevier, vol. 95(C).
    8. repec:ags:iaae12:126829 is not listed on IDEAS
    9. Burnett, J. Wesley & Szmurlo, Daniel & Callahan, Scott, 2024. "Farmland Rental and Conservation Practice Adoption," Economic Information Bulletin 341821, United States Department of Agriculture, Economic Research Service.
    10. Kosenius, Anna-Kaisa & Ollikainen, Markku, 2019. "Drivers of Participation in Gypsum Treatment of Fields as an Innovation for Water Protection," Ecological Economics, Elsevier, vol. 157(C), pages 382-393.
    11. Nsabimana, Aimable & Adom, Philip Kofi, 2024. "Heterogeneous effects from integrated farm innovations on welfare in Rwanda," World Development Perspectives, Elsevier, vol. 33(C).
    12. Hui Zhang & Yumeng Zhang & Shuang Wu & Rong Cai, 2020. "The Effect of Labor Migration on Farmers’ Cultivated Land Quality Protection," Sustainability, MDPI, vol. 12(7), pages 1-14, April.
    13. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    14. Dung, Luu Tien & Phi Ho, Dinh & Thi Kim Hiep, Nguyen & Hoi, Phan Thi, 2018. "The Determinants of Rice Farmers Adoption of Sustainable Agricultural Technologies in the Mekong Delta, Vietnam," Asian Journal of Applied Economics, Kasetsart University, Center for Applied Economics Research, vol. 25(2), December.
    15. Burnett, Wesley & Szmurlo, Daniel & Callahan, Scott, 2022. "Land tenure and conservation adoption: An analysis of contracts and incentives," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322244, Agricultural and Applied Economics Association.
    16. Hailemariam, Teklewold & Kassie, Menale & Shiferaw, Bekele A., 2012. "On the joint estimation of multiple adoption decisions: The case of sustainable agricultural technologies and practices in Ethiopia," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126885, International Association of Agricultural Economists.
    17. Giuseppe Maggio & Marina Mastrorillo & Nicholas J. Sitko, 2022. "Adapting to High Temperatures: Effect of Farm Practices and Their Adoption Duration on Total Value of Crop Production in Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 385-403, January.
    18. Mzoughi, Naoufel, 2011. "Farmers adoption of integrated crop protection and organic farming: Do moral and social concerns matter?," Ecological Economics, Elsevier, vol. 70(8), pages 1536-1545, June.
    19. Zhihai Yang & Amin W. Mugera & Ning Yin & Yumeng Wang, 2018. "Soil conservation practices and production efficiency of smallholder farms in Central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(4), pages 1517-1533, August.
    20. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    21. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.

    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:caa:jnlage:v:71:y:2025:i:4:id:87-2024-agricecon. 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: Ivo Andrle (email available below). General contact details of provider: https://www.cazv.cz/en/home/ .

    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.