IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i24p16926-d1006107.html
   My bibliography  Save this article

The Determinants of Adoption and Intensity of Climate-Smart Agricultural Practices among Smallholder Maize Farmers

Author

Listed:
  • Khethiwe Naledi Mthethwa

    (Department of Agricultural Extension and Rural Resource Management, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg 3201, South Africa
    Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg 3201, South Africa)

  • Mjabuliseni Simon Cloapas Ngidi

    (Department of Agricultural Extension and Rural Resource Management, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg 3201, South Africa
    Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg 3201, South Africa)

  • Temitope Oluwaseun Ojo

    (Department of Agricultural Economics, Obafemi Awolowo University, Ile-Ife 220101, Nigeria
    Disaster Management Training and Education Centre for Africa, University of the Free State, Bloemfontein 9301, South Africa)

  • Simphiwe Innocentia Hlatshwayo

    (Centre for Transformative Agricultural and Food Systems, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Private Bag X01, Scottsville, Pietermaritzburg 3201, South Africa
    African Centre for Food Security, School of Agricultural, Earth and Environmental Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Scottsville, Pietermaritzburg 3201, South Africa)

Abstract

Smallholder farmers’ maize production is highly susceptible to climate change. Higher temperatures may result in reduced yields while encouraging weed, pest, and disease infestation. The impacts of climate change on agriculture are projected to be negative, threatening global food security; therefore, this is an important area of empirical research. This study sought to identify the factors affecting the adoption and intensity of climate-smart agriculture (CSA) adoption among smallholder maize farmers in the uMshwathi and uKhahlamba Municipal areas of KwaZulu Natal. The study used the primary data collected from 99 respondents who were selected through simple random sampling. The descriptive results indicated that farmers had experienced severe climatic conditions such as drought, pests, diseases, hailstorms, heavy rains (floods), soil infertility, and frost in their farming system. The first hurdle of the probit model results showed that drought, on-farm income, and household size significantly influenced the adoption of CSA practices. In contrast, the main source of income and educational level had a significant negative influence. The results from the second hurdle showed that drought had a significant positive impact on the intensity of CSA adoption, while marital status had a significant negative effect. Several factors influence the adoption of an intensification of CSA practices. The study recommends that policymakers and climate change champions consider smallholder farmers’ socioeconomic factors when developing climate change adaptation programs. Local climate change organizations must scale up climate change awareness and adaptation programs collaboratively. Investments in public climate and adaptation education or training are needed, as well as localized meteorological observations and early warning systems. Mass media dissemination of climate change and adaptation information in locally understood languages is urgently required.

Suggested Citation

  • Khethiwe Naledi Mthethwa & Mjabuliseni Simon Cloapas Ngidi & Temitope Oluwaseun Ojo & Simphiwe Innocentia Hlatshwayo, 2022. "The Determinants of Adoption and Intensity of Climate-Smart Agricultural Practices among Smallholder Maize Farmers," Sustainability, MDPI, vol. 14(24), pages 1-17, December.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16926-:d:1006107
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/24/16926/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/24/16926/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kirui, Oliver K. & Okello, Julius Juma & Nyikal, Rose Adhiambo, 2010. "Awareness and use of m-banking services in agriculture: The case of smallholder farmers in Kenya," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 96188, African Association of Agricultural Economists (AAAE).
    2. 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.
    3. Ayorinde Ogunyiola & Maaz Gardezi & Sumit Vij, 2022. "Smallholder farmers’ engagement with climate smart agriculture in Africa: role of local knowledge and upscaling," Climate Policy, Taylor & Francis Journals, vol. 22(4), pages 411-426, April.
    4. 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.
    5. Hlatshwayo, S. I. & Ojo, T. O. & Modi, A. T. & Mabhaudhi, Tafadzwanashe & Slotow, R. & Ngidi, M. S. C., 2022. "The determinants of market participation and its effect on food security of the rural smallholder farmers in Limpopo and Mpumalanga provinces, South Africa," Papers published in Journals (Open Access), International Water Management Institute, pages 1-12(7):107.
    6. Pienaar, Louw & Traub, Lulama, 2015. "Understanding the smallholder farmer in South Africa: Towards a sustainable livelihoods classification," 2015 Conference, August 9-14, 2015, Milan, Italy 212633, International Association of Agricultural Economists.
    7. Westermann, Olaf & Förch, Wiebke & Thornton, Philip & Körner, Jana & Cramer, Laura & Campbell, Bruce, 2018. "Scaling up agricultural interventions: Case studies of climate-smart agriculture," Agricultural Systems, Elsevier, vol. 165(C), pages 283-293.
    8. Wonder Agbenyo & Yuansheng Jiang & Xinxin Jia & Jingyi Wang & Gideon Ntim-Amo & Rahman Dunya & Anthony Siaw & Isaac Asare & Martinson Ankrah Twumasi, 2022. "Does the Adoption of Climate-Smart Agricultural Practices Impact Farmers’ Income? Evidence from Ghana," IJERPH, MDPI, vol. 19(7), pages 1-25, March.
    9. Paswel P. Marenya & Menale Kassie & Moti Jaleta & Dil Bahadur Rahut & Olaf Erenstein, 2017. "Predicting minimum tillage adoption among smallholder farmers using micro-level and policy variables," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-22, December.
    10. 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).
    11. Victor O. Abegunde & Melusi Sibanda & Ajuruchukwu Obi, 2019. "Determinants of the Adoption of Climate-Smart Agricultural Practices by Small-Scale Farming Households in King Cetshwayo District Municipality, South Africa," Sustainability, MDPI, vol. 12(1), pages 1-27, December.
    12. Cameron, A. Colin & Trivedi, Pravin K., 1990. "Regression-based tests for overdispersion in the Poisson model," Journal of Econometrics, Elsevier, vol. 46(3), pages 347-364, December.
    13. Batizi Serote & Salmina Mokgehle & Christian Du Plooy & Sylvester Mpandeli & Luxon Nhamo & Grany Senyolo, 2021. "Factors Influencing the Adoption of Climate-Smart Irrigation Technologies for Sustainable Crop Productivity by Smallholder Farmers in Arid Areas of South Africa," Agriculture, MDPI, vol. 11(12), pages 1-17, December.
    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. Ojo, T.O. & Ogundeji, A.A. & Belle, J.A., 2021. "Climate change perception and impact of on-farm demonstration on intensity of adoption of adaptation strategies among smallholder farmers in South Africa," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    2. Mashi, Sani Abubakar & Inkani, Amina Ibrahim & Oghenejabor, Obaro Dominic, 2022. "Determinants of awareness levels of climate smart agricultural technologies and practices of urban farmers in Kuje, Abuja, Nigeria," Technology in Society, Elsevier, vol. 70(C).
    3. Ojo, Temitope & Ogundeji, Abiodun A. & Belle, Johannes A. & Demont, Matty, 2021. "A Three-Stage Approach of Understanding Climate Change Perception and Adaptation Strategies Among Smallholder Farmers in South Africa," 2021 Conference, August 17-31, 2021, Virtual 315854, International Association of Agricultural Economists.
    4. Victor O. Abegunde & Ajuruchukwu Obi, 2022. "The Role and Perspective of Climate Smart Agriculture in Africa: A Scientific Review," Sustainability, MDPI, vol. 14(4), pages 1-15, February.
    5. Lindumusa Myeni & Mokhele Moeletsi & Mulalo Thavhana & Mulalo Randela & Lebohang Mokoena, 2019. "Barriers Affecting Sustainable Agricultural Productivity of Smallholder Farmers in the Eastern Free State of South Africa," Sustainability, MDPI, vol. 11(11), pages 1-18, May.
    6. Simphiwe Innocentia Hlatshwayo & Mjabuliseni Ngidi & Temitope Ojo & Albert Thembinkosi Modi & Tafadzwanashe Mabhaudhi & Rob Slotow, 2021. "A Typology of the Level of Market Participation among Smallholder Farmers in South Africa: Limpopo and Mpumalanga Provinces," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
    7. Kangogo, Daniel & Dentoni, Domenico & Bijman, Jos, 2021. "Adoption of climate‐smart agriculture among smallholder farmers: Does farmer entrepreneurship matter?," Land Use Policy, Elsevier, vol. 109(C).
    8. Tashiana Beharielal & Joyce Thamaga-Chitja & Stefan Schmidt, 2022. "Socioeconomic Characteristics Associated with Farming Practices, Food Safety and Security in the Production of Fresh Produce—A Case Study including Small-Scale Farmers in KwaZulu-Natal (South Africa)," Sustainability, MDPI, vol. 14(17), pages 1-17, August.
    9. Preusse, Verena & Wollni, Meike, 2021. "Adoption of sustainable agricultural practices in the context of urbanisation and environmental stress – Evidence from farmers in the rural-urban interface of Bangalore, India," 2021 Annual Meeting, August 1-3, Austin, Texas 312690, Agricultural and Applied Economics Association.
    10. Bettina Becker & Martin Theuringer, 2000. "Macroeconomic Determinants of Contingent Protection: The Case of the European Union," IWP Discussion Paper Series 02/2000, Institute for Economic Policy, Cologne, Germany.
    11. Luiz Paulo Fávero & Joseph F. Hair & Rafael de Freitas Souza & Matheus Albergaria & Talles V. Brugni, 2021. "Zero-Inflated Generalized Linear Mixed Models: A Better Way to Understand Data Relationships," Mathematics, MDPI, vol. 9(10), pages 1-28, May.
    12. Rui Baptista & Joana Mendonça, 2010. "Proximity to knowledge sources and the location of knowledge-based start-ups," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 5-29, August.
    13. Boncinelli, Fabio & Bartolini, Fabio & Casini, Leonardo, 2018. "Structural factors of labour allocation for farm diversification activities," Land Use Policy, Elsevier, vol. 71(C), pages 204-212.
    14. Ruoxuan Xiong & Allison Koenecke & Michael Powell & Zhu Shen & Joshua T. Vogelstein & Susan Athey, 2021. "Federated Causal Inference in Heterogeneous Observational Data," Papers 2107.11732, arXiv.org, revised Apr 2023.
    15. Steven F. Kreft & Nancy M. Epling, 2007. "Do border crossings contribute to underage motor‐vehicle fatalities? An analysis of Michigan border crossings," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 40(3), pages 765-781, August.
    16. Ayat Ullah & Nasir Mahmood & Alam Zeb & Harald Kächele, 2020. "Factors Determining Farmers’ Access to and Sources of Credit: Evidence from the Rain-Fed Zone of Pakistan," Agriculture, MDPI, vol. 10(12), pages 1-13, November.
    17. Greene, William, 2007. "Functional Form and Heterogeneity in Models for Count Data," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(2), pages 113-218, August.
    18. Christopher J. W. Zorn, 1998. "An Analytic and Empirical Examination of Zero-Inflated and Hurdle Poisson Specifications," Sociological Methods & Research, , vol. 26(3), pages 368-400, February.
    19. Harsha Thirumurthy & Joshua Graff Zivin & Markus Goldstein, 2008. "The Economic Impact of AIDS Treatment: Labor Supply in Western Kenya," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 511-552.
    20. Crossley, Thomas F. & Fisher, Paul & Low, Hamish, 2021. "The heterogeneous and regressive consequences of COVID-19: Evidence from high quality panel data," Journal of Public Economics, Elsevier, vol. 193(C).

    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:jsusta:v:14:y:2022:i:24:p:16926-:d:1006107. 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.