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Machinery Adoption and Its Effect on Maize Productivity among Smallholder Farmers in Western Kenya: Evidence from the Chisel Harrow Tillage Practice

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  • Mumah, Edwin
  • Chen, Yangfen
  • Hong, Yu
  • Okello, Dickson

Abstract

A major component of contemporary agriculture is machinery. Nonetheless, in Kenya and other African nations, the rate of adoption of agricultural machinery remains quite low. Understanding the fundamental causes and their impacts on agricultural output is crucial. Using data collected from a household survey of 1,499 farmers in Western Kenya, this study employed the endogenous switching regression model to examine the use of chisel harrows and their effects on maize production. Results show that the adoption of the chisel harrow was positively impacted by factors such as farm size, credit accessibility, gender, extension contact, and education attainment, while factors such as age and market proximity had a negative impact. The yield per hectare was higher for adopters than for non-adopters. According to the counterfactual analysis results, those who utilized chisel harrow tools were able to achieve a higher yield (1512 kg/ha) than they would have if they had not used the equipment (1099 kg/ha). The average maize yield per hectare increased by 413 kg and 217 kg for adopters and non-adopters, respectively, when chisel harrows were used. It is concluded that while training and field demonstrations may also be held to increase farmers’ understanding of the benefits of the chisel harrow, encouraging farmers to adopt the tool has the potential to improve low production in the surveyed regions.

Suggested Citation

  • Mumah, Edwin & Chen, Yangfen & Hong, Yu & Okello, Dickson, 2024. "Machinery Adoption and Its Effect on Maize Productivity among Smallholder Farmers in Western Kenya: Evidence from the Chisel Harrow Tillage Practice," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 5(1), January.
  • Handle: RePEc:ags:reowae:339203
    DOI: 10.22004/ag.econ.339203
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    1. Van Loon, Jelle & Woltering, Lennart & Krupnik, Timothy J. & Baudron, Frédéric & Boa, Maria & Govaerts, Bram, 2020. "Scaling agricultural mechanization services in smallholder farming systems: Case studies from sub-Saharan Africa, South Asia, and Latin America," Agricultural Systems, Elsevier, vol. 180(C).
    2. Solomon Estifanos Massresha & Tadesse Zenebe Lema & Markew Mengiste Neway & Wudineh Ayalew Degu & Muhammad Shafiullah, 2021. "Perception and determinants of agricultural technology adoption in North Shoa Zone, Amhara Regional State, Ethiopia," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1956774-195, January.
    3. Musa Hasen Ahmed & Kassahun Mamo Geleta & Aemro Tazeze & Hiwot Mekonnen Mesfin & Eden Andualem Tilahun, 2017. "Cropping systems diversification, improved seed, manure and inorganic fertilizer adoption by maize producers of eastern Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-16, December.
    4. Milu Muyanga & T S Jayne, 2019. "Revisiting the Farm Size-Productivity Relationship Based on a Relatively Wide Range of Farm Sizes: Evidence from Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(4), pages 1140-1163.
    5. Carlo Fezzi & Ian Bateman, 2015. "The Impact of Climate Change on Agriculture: Nonlinear Effects and Aggregation Bias in Ricardian Models of Farmland Values," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 57-92.
    6. Pan, Dan & Zhang, Ning & Kong, Fanbin, 2021. "Does it matter who gives information? The impact of information sources on farmers’ pesticide use in China," Journal of Asian Economics, Elsevier, vol. 76(C).
    7. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S., 2020. "Energy and carbon footprints of wheat establishment following different rice residue management strategies vis-à-vis conventional tillage coupled with rice residue burning in north-western India," Energy, Elsevier, vol. 200(C).
    8. Negi, Digvijay S. & Birthal, Pratap S. & Roy, Devesh & Khan, Md. Tajuddin, 2018. "Farmers’ choice of market channels and producer prices in India: Role of transportation and communication networks," Food Policy, Elsevier, vol. 81(C), pages 106-121.
    9. Yasir A. Nasereldin & Abbas Ali Chandio & Maurice Osewe & Muhammad Abdullah & Yueqing Ji, 2023. "The Credit Accessibility and Adoption of New Agricultural Inputs Nexus: Assessing the Role of Financial Institutions in Sudan," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    10. Fanus Asefaw Aregay & Zhao Minjuan & Xu Tao, 2018. "Knowledge, attitude and behavior of farmers in farmland conservation in China: an application of the structural equation model," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 61(2), pages 249-271, January.
    11. Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
    12. Michael Kuhwald & Wolfgang B. Hamer & Joachim Brunotte & Rainer Duttmann, 2020. "Soil Penetration Resistance after One-Time Inversion Tillage: A Spatio-Temporal Analysis at the Field Scale," Land, MDPI, vol. 9(12), pages 1-21, December.
    13. Michael Oluwaseun Olomu & Moses Clinton Ekperiware & Taiwo Akinlo, 2020. "Agricultural sector value chain and government policy in Nigeria: issues, challenges and prospects," African Journal of Economic and Management Studies, Emerald Group Publishing Limited, vol. 11(3), pages 525-538, March.
    14. A.M. Sakkthivel & N. Ramu, 2018. "Investigating the gender influence on technology adoption model towards smart phones - evidences from emerging economies," International Journal of Business Excellence, Inderscience Enterprises Ltd, vol. 16(1), pages 35-46.
    15. Stein T. Holden, 2019. "Economics of Farm Input Subsidies in Africa," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 501-522, October.
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