Log in

Farm households’ adoption of climate-smart agricultural practices: empirical evidence from Seychelles

  • Published:
GeoJournal Aims and scope Submit manuscript

Abstract

Climate-smart agriculture (CSA) can improve the resilience of farming systems in the face of climate-related shocks, providing a win–win for food security and environmental protection. Despite such promising benefits, its level of adoption, as well as the drivers of adoption, are still not well understood due to insufficient scholarship in this domain. This study assesses the determinants of the adoption of five CSA practices among 247 randomly selected farmers across five agricultural zones in Seychelles. A multivariate probit model was used to evaluate the determinants of adoption, allowing for the examination of synergies and trade-offs between the CSA practices. These practices include crop and livestock diversity, agroforestry, irrigation, and shade houses. Though the adoption rate varied, all farmers have adopted at least one of five CSA practices. The level of adoption of shade houses was low at 18.2%, while crop diversity recorded a high of 92.7%. Some practices, such as agroforestry and livestock diversity, irrigation, and crop diversity, and the use of shade houses and irrigation, complemented each other. Trade-offs were observed between irrigation and livestock diversity. The number of years of schooling, household size, and resources such as land tenure, farm size, use of hired labor, livestock, and nature of farmland, and farm location were crucial drivers of the adoption of CSA practices among the surveyed farmers. Agricultural strategies should recognize the complementarity of CSA practices to enhance its intensity of adoption in Seychelles. We recommend re-evaluating the current CSA technologies and identifying new technologies to ensure optimal production in an island state with a limited land area.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Abanda, F. H., Chia, E. L., Enongene, K. E., Fobissie, K., Manjia, M. B., & Pettang, C. (2023). Catalysing the monitoring and evaluation of nationally determined contributions through north-south cooperation. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-023-03092-5

    Article  Google Scholar 

  • Ahmed, F., Houessenou, P., Nikiema, A., & Zougmore, R. (2021). Transforming agriculture in Africa’s small island develo** states. FAO, Accra, Ghana. https://doi.org/10.4060/cb7582en

    Article  Google Scholar 

  • Ali, E. (2021). Farm households’ adoption of Climate-smart practices in Subsistence agriculture: Evidence from northern Togo. Environmental Management, 67, 949–962.

    Article  Google Scholar 

  • Allen, J., Pascual, K. S., Romasanta, R. R., Van Trinh, M., Van Thach, T., Van Hung, N., & Chivenge, P. (2020). Rice straw management effects on greenhouse gas emissions and mitigation options. In: Sustainable rice straw management. Springer, Cham, pp. 145–159. https://doi.org/10.1007/978-3-030-32373-8_9

  • Asante, B. O., Villano, R. A., Patrick, I. W., & Battese, G. E. (2018). Determinants of farm diversification in integrated crop–livestock farming systems in Ghana. Renewable Agriculture and Food Systems, 33(2), 131–149.

    Article  Google Scholar 

  • Asfaw, S., Di Battista, F., & Lipper, L. (2016). Agricultural technology adoption under climate change in the Sahel: Micro-evidence from Niger. Journal of African Economies, 25(5), 637–669.

    Article  Google Scholar 

  • Asrat, P., & Simane, B. (2017). Adaptation benefits of climate-smart agricultural practices in the blue nile basin: empirical evidence from North-West Ethiopia. Climate Change Management. https://doi.org/10.1007/978-3-319-49520-0_4

    Article  Google Scholar 

  • Atta-Aidoo, J., Antwi-Agyei, P., Dougill, A. J., Ogbanje, C. E., Akoto-Danso, E. K., & Eze, S. (2022). Adoption of climate-smart agricultural practices by smallholder farmers in rural Ghana: An application of the theory of planned behavior. PLOS Climate, 1(10), e0000082. https://doi.org/10.1371/journal.pclm.0000082

    Article  Google Scholar 

  • Awazi, N. P. (2022). Assessing the Role of irrigation as an adaptive measure to climate change induced water insecurity: Case study of the market gardening sector in parts of the northwest and west regions of Cameroon. Front. Water, 4, 902438. https://doi.org/10.3389/frwa.2022.902438

    Article  Google Scholar 

  • Awazi, N. P., & Tchamba, M. N. (2019). Enhancing agricultural sustainability and productivity under changing climate conditions through improved agroforestry practices in smallholder farming systems in Sub-Saharan Africa. African Journal of Agricultural Research, 14(7), 379–388.

    Article  Google Scholar 

  • Bai, X., Huang, Y., Ren, W., Coyne, M., Jacinthe, P. A., Tao, B., Hui, D., Yang, J., & Matocha, C. (2019). Response of soil carbon sequestration to climate-smart agricultural practices: A meta-analysis. Global Change Biology, 25(8), 2591–2606.

    Article  Google Scholar 

  • Bambio, Y., & Agha, S. B. (2018). Land tenure security and investment: Does strength of land right really matter in rural Burkina Faso? World Development, 111, 130–147.

    Article  Google Scholar 

  • Bedeke, S., Vanhove, W., Gezahegn, M., Natarajan, K., & Damme, P. V. (2019). Adoption of climate change adaptation strategies by maize-dependent smallholders in Ethiopia. NJAS-Wageningen Journal of Life Sciences, 88, 96–104.

    Article  Google Scholar 

  • Bell, P., Namoi, N., Lamanna, C., Corner-Dollof, C., Girvetz, E., Thierfelder, C., & Rosenstock, T.S. (2018). A Practical Guide to Climate-Smart Agricultural Technologies in Africa. CCAFS Working Paper no. 224. Wageningen, the Netherlands: CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS).

  • Clifton, M. (2019). Local institutions and indigenous knowledge in adoption and scaling of climate-smart agricultural innovations among sub-Saharan smallholder farmers. International Journal of Climate Change Strategies and Management, 12(2), 270–287.

    Article  Google Scholar 

  • Enete, A., Nweke, F., & Tollens, E. (2016). Contributions of men and women to food crop production labour in Africa: Information from COSCA. Outlook on Agriculture. https://doi.org/10.5367/000000002101294

    Article  Google Scholar 

  • Etongo, D. (2023). A situational analysis of agricultural development, food, and livelihood security in Seychelles: Where to from here? PLOS Climate. https://doi.org/10.1371/journal.pclm.0000192

    Article  Google Scholar 

  • Etongo, D., Bandara, A., Murugaiyan, A., Bristol, U., Nancy, K., Petrousse, B., & Sinon, S. (2022). Risk perceptions, vulnerability and adaptation to climate change at farm level across four agricultural zones in Seychelles. World Development Sustainability, 1, 100025. https://doi.org/10.1016/j.wds.2022.100025

    Article  Google Scholar 

  • Etongo, D., Amelie, V., Pouponneau, A., & Leal Filho, W. (2020). Identifying and overcoming barriers to climate change adaptation in the Seychelles. African Handbook of Climate Change Adaptation, Springer Nature.

  • Etongo, D., Bristol, U., Epule, T.E., Bandara, A., & Sinon, S. (2023). Smallholder agroforestry practices in Seychelles: A SWOT-AHP analysis of expert elicitations. Regional Sustainability, (Accepted).

  • Falowo, A. B., Mukumbo, F. E., Idamokoro, E. M., Lorenzo, J. M., Afolayan, A. J., & Muchenje, V. (2018). Multi-functional application of Moringa oleifera Lam. In nutrition and animal food products: A review. Food Research International, 106, 317–334.

    Article  Google Scholar 

  • FAO. (2005). AQUASTAT Country Profile –Seychelles. Food and Agriculture Organization of the United Nations (FAO).

  • FAO and GoS. (2013). Country programming framework for Seychelles 2014–2017. https://www.fao.org/3/bp613e/bp613e.pdf

  • FAO and ICRISAT. (2019). Climate-Smart Agriculture in Seychelles. CSA Country Profiles for Africa Series. International Center for Tropical Agriculture (CIAT); International Crops Research Institute for the Semi-Arid Tropics (ICRISAT); Food and Agriculture Organization of the United Nations (FAO).

  • FAO. (2013). Climate-smart agriculture sourcebook. Food and Agricultural Organization of the United Nations. https://www.fao.org/3/i3325e/i3325e.pdf

  • FAO. (2017). Develo** agroforestry in Seychelles. http://www.fao.org/3/CA2334EN/ca2334en.pdf

  • Faurès, J. M., Bartley, D., Bazza, M., Burke, J., Hoogeveen, J., Soto, D., et al. (2013). Climate Smart Agriculture Sourcebook. FAO, Rome, Italy.

  • Fenske, J. (2011). Land tenure and investment incentives: Evidence from West Africa. Journal of Development Economics, 95(2), 137–156.

    Article  Google Scholar 

  • Government of Seychelles. (2020b). Seychelles agricultural agency strategy 2020. Victoria, Republic of Seychelles.

    Google Scholar 

  • Government of Seychelles. (2022). Seychelles’ third national communication to the UNFCCC: chapter 3 – climate change vulnerability and adaptation. Republic of Seychelles.

    Google Scholar 

  • Government of Seychelles. (2013). Seychelles’ protected area policy. Ministry of Environment, Energy and Climate Change, Victoria, Seychelles. https://seymsp.com/wpcontent/uploads/2014/06/PA-Policy_OCT_2013.pdf

  • Government of Seychelles. (2020a). Seychelles’ national climate change policy: making Seychelles climate resilient. http://www.meecc.gov.sc/wp-content/uploads/2019/10/seychelles-national-climate-change-policy-may-2020a.pdf

  • Greene, W. H. (2003). Econometric Analysis. Prentice Hall International, New York University, United States of America.

    Google Scholar 

  • Hall, C., Dawson, T. P., Macdiarmid, J. I., Matthews, R. B., & Smith, P. (2017). The impact of population growth and climate change on food security in Africa: Looking ahead to 2050. International Journal of Agricultural Sustainability, 15(2), 124–135.

    Article  Google Scholar 

  • Kassie, M., Jaleta, M., Shiferaw, B., Mmbando, F., & Mekuria, M. (2013). Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania. Technological Forecasting and Social Change, 80(3), 525–540. https://doi.org/10.1016/j.techfore.2012.08.007

    Article  Google Scholar 

  • Kassie, M., Teklewold, H., Jaleta, M., Marenya, P., & Erenstein, O. (2015). Understanding the adoption of a portfolio of sustainable intensification practices in eastern and southern Africa. Land Use Policy, 42, 400–411. https://doi.org/10.1016/j.landusepol.2014.08.016

    Article  Google Scholar 

  • Kimaro, A. A., Sererya, O. G., Matata, P., Uckert, G., Hafner, J., Graef, F., Sieber, S., & Rosenstock, T.S. (2019). Understanding the multidimentionality of climate-smartness: Examples from agroforestry in Tanzania. In: Rosenstock T. S., Nowak A., Girvetz E (Eds.). The climate-smart agriculture papers—Investigating the business of a productive, resilient and low emission future. Springer Nature Switzerland. https://doi.org/10.1007/978-3-319-92798-5

  • Kurgat, B. K., Stöber, S., Mwonga, S., Lotze-Campen, H., & Rosenstock, T. S. (2018). Livelihood and climate trade-offs in Kenyan peri-urban vegetable production. Agricultural Systems, 160, 79–86. https://doi.org/10.1016/j.agsy.2017.10.003

    Article  Google Scholar 

  • Kurgat, B. K., Lamanna, C., Rosenstock, T. S., Namoi, N., Manda, L., & Rosenstock, T. S. (2020). Adoption of climate-smart agriculture technologies in Tanzania. Frontiers in Sustainable Food Systems. https://doi.org/10.3389/fsufs.2020.00055

    Article  Google Scholar 

  • Lin, B. B. (2011). Resilience in agriculture through crop diversification: Adaptive management for environmental change. BioScience, 61(3), 183–193. https://doi.org/10.1525/bio.2011.61.3.4

    Article  Google Scholar 

  • Lipper, L., Thornton, P., Campbell, B. M., Baedeker, T., Braimoh, A., Bwalya, M., et al. (2014). Climate-smart agriculture for food security. Nature Climate Change, 4(12), 1068–1072.

    Article  Google Scholar 

  • Lynch, J., Cain, M., Frame, D., & Pierrehumbert, R. (2021). Agriculture’s contribution to climate change and role in mitigation is distinct from predominantly fossil CO2-emitting sectors. Frontiers in Sustainable Food Systems, 4, 518039. https://doi.org/10.3389/fsufs.2020.51803

    Article  Google Scholar 

  • Lynn, P. (2019). The advantage and disadvantage of implicitly stratified sampling. Method, Data, Analyses, 13(2), 253–266.

    Google Scholar 

  • Mahfuz, S., & Piao, X. S. (2019). Application of Moringa (Moringa oleifera) as natural feed supplement in poultry diets. Animal, 9(7), 431. https://doi.org/10.3390/ani9070431

    Article  Google Scholar 

  • Makate, C., Wang, R., Makate, M., & Mango, N. (2016). Crop diversification and livelihoods of smallholder farmers in Zimbabwe: adaptive management for environmental change. Springerplus. https://doi.org/10.1186/s40064-016-2802-4

    Article  Google Scholar 

  • Mbow, C., Smith, P., Skole, D., Duguma, L., & Bustamante, M. (2014). Achieving mitigation and adaptation to climate change through sustainable agroforestry practices in Africa. Current Opinion in Environmental Sustainability, 6, 8–14. https://doi.org/10.1016/j.cosust.2013.09.002

    Article  Google Scholar 

  • Mekuria, W., & Mekonnen, K. (2018). Determinants of crop–livestock diversification in the mixed farming systems: Evidence from central highlands of Ethiopia. Agriculture and Food Security, 7, 60. https://doi.org/10.1186/s40066-018-0212-2

    Article  Google Scholar 

  • Mittal, S., & Mehar, M. (2016). Socio-economic factors affecting adoption of modern information and communication technology by farmers in India: analysis using multivariate probit model. Journal of Agricultural Education and Extension, 22(2), 199–212. https://doi.org/10.1080/1389224X.2014.997255

    Article  Google Scholar 

  • Ndiritu, S. W., Kassie, M., & Shiferaw, B. (2014). Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya. Food Policy, 49, 117–127. https://doi.org/10.1016/j.foodpol.2014.06.010

    Article  Google Scholar 

  • Negera, M., Alemu, T., Hagos, F., & Haileslassie, A. (2022). Determinants of adoption of climate smart agricultural practices among farmers in Bale-Eco region. Ethiopia: Heliyon. https://doi.org/10.1016/j.heliyon.2022.e09824

    Book  Google Scholar 

  • Ngaiwi, M. E., Molua, E. L., Sonwa, D. J., Meliko, M. O., Bomdzele, E. J., Ayuk, J. E., Castro-Nunez, A., & Latala, M. M. (2023). Do farmers’ socioeconomic status determine the adoption of conservation agriculture? An empirical evidence from Eastern and Southern Regions of Cameroon: Scientific Africa. https://doi.org/10.1016/j.sciaf.2022.e01498

    Book  Google Scholar 

  • Van Noordwijk, M. (2019). Small-island agroforestry in an era of climate change and sustainable development goals. In: van Noordwijk M. (Ed.). Sustainable development through trees on farms: agroforestry in its fifth decade. Bogor, Indonesia: World Agroforestry (ICRAF) Southeast Asia Regional Program. pp. 233-247.

  • Nyasimi, M., Kimeli, P., Sayula, G., Radeny, M. A., Kinyangi, J., & Mungai, C. (2017). Adoption and dissemination pathways for climate-smart agriculture technologies and practices for climate-resilient livelihoods in lushoto Northeast Tanzania. Climate, 5(3), 63. https://doi.org/10.3390/cli5030063

    Article  Google Scholar 

  • Policy, S. N. A. (2022). Ministry of agriculture, climate change and environment (MACCE). Republic of Seychelles.

    Google Scholar 

  • Reppin, S., Kuyah, S., De Neergaard, A., Oelofse, M., & Rosenstock, T. S. (2020). Contribution of agroforestry to climate change mitigation and livelihoods in Western Kenya. Agroforestry Systems, 94(1), 203–220. https://doi.org/10.1007/s10457-019-00383-7

    Article  Google Scholar 

  • Su, B., & Chen, X. (2020). Current status and potential of moringa oleifera leaf as an alternative protein source for animal feeds. Front. Vet. Sci., 7, 53. https://doi.org/10.3389/fvets.2020.00053

    Article  Google Scholar 

  • Teklewold, H., Mekonnen, A., & Kohlin, G. (2019). Climate change adaptation: a study of multiple climate-smart practices in the Nile basin of Ethiopia. Climate and Development, 11(2), 180–192.

    Article  Google Scholar 

  • Tesfaye, K., Kassie, M., Cairns, J. E., Michael, M., Stirling, C., Abate, T., Prasanna, B. M., Mekuria, M., Hailu, H., Rahut, D. B., Erenstein, O., & Gerard, B. (2017). Potential for scaling up climate smart agricultural practices: examples from sub-saharan Africa. Climate Change Management. https://doi.org/10.1007/978-3-319-49520-0_12

    Article  Google Scholar 

  • Truscott, L., Aranda, D., Nagarajan, P., Tovignan, S., & Travaglini, A. L. (2009). A snapshot of crop diversification in organic cotton farms. In: Discussion paper. Soil Association.

  • Twerefou, D. K., Osei-Assibey, E., & Agyire-Teffey, F. (2011). Land tenure security, investments and the environment in Ghana. Journal of Development and Agricultural Economics, 3(6), 261–273.

    Google Scholar 

  • Wordofa, M., Hassen, J., Endris, G., Aweke, C., Moges, D., & Rorisa, D. (2021). Adoption of improved agricultural technology and its impact on household income: a propensity score matching estimation in eastern Ethiopia. Agriculture and Food Security, 10, 5. https://doi.org/10.1186/s40066-020-00278-2

    Article  Google Scholar 

  • Zimmermann, A., Webber, H., Zhao, G., Ewert, F., Kros, J., Wolf, J., Britz, W., & de Vries, W. (2017). Climate change impacts on crop yields, land use and environment in response to crop sowing dates and thermal time requirement. Agricultural Systems, 157, 81–92. https://doi.org/10.1016/j.agsy.2017.07.007

    Article  Google Scholar 

Download references

Acknowledgements

The UNDP Small Grants Program supported this work through the project "exploring innovative opportunities for promoting synergies between climate change adaptation and mitigation in Seychelles [SEY/SGP/OP6/Y5/CORE/YCC/2019/25], under the Youth and Climate Change portfolio awarded to the University of Seychelles. We want to thank the following extension officers in the five agricultural zones in Seychelles that participated in the data collection. They include Jennifer Lesperance, Joseph Victor, Elianna Staniella Radegonde, Elvina Barreau, Francios Simara, Alain Melanie, Bryan Vel, Bryan Albert, Colin Payet, Jim Lesperance, Shon Oreddy, Marc Francois, Kevin Humphrey. Also, a big thank you to the final-year students in the Environmental Science department who participated in the data collection. Finally, a special thanks to all the farmers in the North, West 1, South, West 2, and Inner Islands agricultural zones in Seychelles who took the time to participate in the survey.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Daniel Etongo.

Ethics declarations

Conflict of interest

Authors declare that there are no conflicts of interests. This research did not experiment with humans or animals. Prior informed consent of respondents was sought before the data collection process.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Etongo, D., Serret, L., Epule, T.E. et al. Farm households’ adoption of climate-smart agricultural practices: empirical evidence from Seychelles. GeoJournal 88, 5847–5862 (2023). https://doi.org/10.1007/s10708-023-10945-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10708-023-10945-z

Keywords

Navigation