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Do combined sustainable agricultural intensification practices improve smallholder farmers welfare? Evidence from eastern and western Kenya

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  • Wilckyster Nyateko Nyarindo
  • Amin Mugera
  • Atakelty Hailu
  • Gideon Aiko Obare

Abstract

Smallholder farmers often bundle different sustainable agricultural intensification (SAI) practices to boost crop yield and address soil fertility challenges. However, there is a dearth of empirical studies that investigate farmers’ adoption of SAI bundles and their subsequent impacts. Using data from a three‐wave panel survey of smallholder maize‐legume producers in Kenya, we examine the adoption and payoffs from 10 SAI practices clustered into five dominant groups. We use a random effects multinomial logit model to determine the choice of SAI cluster at the plot level while controlling for unobserved individual heterogeneity. The results show that the number of extension contacts, farm labor availability, household wealth, and education of household heads positively and significantly affect the adoption of SAI clusters while renting plots and poor soil quality have negative effects. The multinomial endogenous treatment effects model results reveal significant variability in crop yield, total variable cost, revenue, and net income across the five SAI clusters. The benefits vary by crop system, region, and cropping year, indicating that a one‐size‐fits‐all extension design is unsuitable for farmers. The study suggests the promotion of participatory extension policies that would allow locally adaptable and highly profitable bundles of SAI practices to be identified, refined, and disseminated.

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  • Wilckyster Nyateko Nyarindo & Amin Mugera & Atakelty Hailu & Gideon Aiko Obare, 2024. "Do combined sustainable agricultural intensification practices improve smallholder farmers welfare? Evidence from eastern and western Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 55(2), pages 296-312, March.
    • Handle: RePEc:bla:agecon:v:55:y:2024:i:2:p:296-312
    DOI: 10.1111/agec.12816
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    as
    1. Kibrom A. Abay & Leah E. M. Bevis & Christopher B. Barrett, 2021. "Measurement Error Mechanisms Matter: Agricultural Intensification with Farmer Misperceptions and Misreporting," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 498-522, March.
    2. Yao Pan & Stephen C Smith & Munshi Sulaiman, 2018. "Agricultural Extension and Technology Adoption for Food Security: Evidence from Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1012-1031.
    3. Gregory, Christian A. & Deb, Partha, 2015. "Does SNAP improve your health?," Food Policy, Elsevier, vol. 50(C), pages 11-19.
    4. 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.
    5. 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.
    6. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    7. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    8. Priscilla Wainaina & Songporne Tongruksawattana & Matin Qaim, 2016. "Tradeoffs and complementarities in the adoption of improved seeds, fertilizer, and natural resource management technologies in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 351-362, May.
    9. Partha Deb & Pravin K. Trivedi, 2006. "Maximum simulated likelihood estimation of a negative binomial regression model with multinomial endogenous treatment," Stata Journal, StataCorp LP, vol. 6(2), pages 246-255, June.
    10. Khushbu Mishra & Abdoul G. Sam & Gracious M. Diiro & Mario J. Miranda, 2020. "Gender and the dynamics of technology adoption: Empirical evidence from a household‐level panel data," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 857-870, November.
    11. Manda, Julius & Alene, Arega D. & Tufa, Adane H. & Abdoulaye, Tahirou & Wossen, Tesfamicheal & Chikoye, David & Manyong, Victor, 2019. "The poverty impacts of improved cowpea varieties in Nigeria: A counterfactual analysis," World Development, Elsevier, vol. 122(C), pages 261-271.
    12. 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.
    13. Makaiko G. Khonje & Christone Nyondo & Lemekezani Chilora & Julius H. Mangisoni & Jacob Ricker‐Gilbert & William J. Burke, 2022. "Exploring adoption effects of subsidies and soil fertility management in Malawi," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(3), pages 874-892, September.
    14. Paswel P. Marenya & Christopher B. Barrett, 2009. "Soil quality and fertilizer use rates among smallholder farmers in western Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 561-572, September.
    15. Nassul Ssentamu Kabunga & Thomas Dubois & Matin Qaim, 2012. "Heterogeneous information exposure and technology adoption: the case of tissue culture bananas in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 43(5), pages 473-486, September.
    16. Nick Vink, 2022. "African agricultural development: How are we contributing?," Agricultural Economics, International Association of Agricultural Economists, vol. 53(4), pages 540-562, July.
    17. Denise Hörner & Meike Wollni, 2022. "Does integrated soil fertility management increase returns to land and labor?: Plot‐level evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 53(3), pages 337-355, May.
    18. Derek Byerlee & Klaus Deininger, 2013. "Growing Resource Scarcity and Global Farmland Investment," Annual Review of Resource Economics, Annual Reviews, vol. 5(1), pages 13-34, June.
    19. Priscilla Wainaina & Songporne Tongruksawattana & Matin Qaim, 2018. "Synergies between Different Types of Agricultural Technologies in the Kenyan Small Farm Sector," Journal of Development Studies, Taylor & Francis Journals, vol. 54(11), pages 1974-1990, November.
    20. Arslan, Aslihan & Belotti, Federico & Lipper, Leslie, 2017. "Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania," Food Policy, Elsevier, vol. 69(C), pages 68-81.
    21. Amsalu, Aklilu & de Graaff, Jan, 2007. "Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed," Ecological Economics, Elsevier, vol. 61(2-3), pages 294-302, March.
    22. 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.
    23. Makaiko G. Khonje & Julius Manda & Petros Mkandawire & Adane Hirpa Tufa & Arega D. Alene, 2018. "Adoption and welfare impacts of multiple agricultural technologies: evidence from eastern Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 599-609, September.
    24. Guillermo Montt & Trang Luu, 2020. "Does Conservation Agriculture Change Labour Requirements? Evidence of Sustainable Intensification in Sub‐Saharan Africa," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(2), pages 556-580, June.
    25. Adolwa, Ivan Solomon & Schwarze, Stefan & Buerkert, Andreas, 2019. "Impacts of integrated soil fertility management on yield and household income: The case of Tamale (Ghana) and Kakamega (Kenya)," Ecological Economics, Elsevier, vol. 161(C), pages 186-192.
    26. Yanyan Liu & Robert Myers, 2009. "Model selection in stochastic frontier analysis with an application to maize production in Kenya," Journal of Productivity Analysis, Springer, vol. 31(1), pages 33-46, February.
    27. Marenya, Paswel Phiri & Barrett, Christopher B., 2009. "The effect of soil quality on fertilizer use rates among smallholder farmers in western Kenya," 2009 Conference, August 16-22, 2009, Beijing, China 51671, International Association of Agricultural Economists.
    28. Cheryl R. Doss & Agnes R. Quisumbing, 2020. "Understanding rural household behavior: Beyond Boserup and Becker," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 47-58, January.
    29. Leonardo Grilli & Carla Rampichini, 2007. "A multilevel multinomial logit model for the analysis of graduates’ skills," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 16(3), pages 381-393, November.
    30. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 69(2), pages 167-190, June.
    31. Tom S. Jayne & Nicholas J. Sitko & Nicole M. Mason & David Skole, 2018. "Input Subsidy Programs and Climate Smart Agriculture: Current Realities and Future Potential," Natural Resource Management and Policy, in: Leslie Lipper & Nancy McCarthy & David Zilberman & Solomon Asfaw & Giacomo Branca (ed.), Climate Smart Agriculture, pages 251-273, Springer.
    32. 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.
    33. Jongwoo Kim & Nicole M. Mason & Sieglinde Snapp & Felicia Wu, 2019. "Does sustainable intensification of maize production enhance child nutrition? Evidence from rural Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 723-734, November.
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