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Fertilizer application training programs, the adoption of formula fertilization techniques and agricultural productivity: Evidence from 691 apple growers in China

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  • Xingguang Li
  • Wen Xue
  • Xuexi Huo

Abstract

The article examines whether agricultural training boosted technology adoption and productivity was a key issue that was concerned by policymakers and researchers. Thus, impacts of fertilizer application training programs on the adoption of formula fertilization techniques and agricultural productivity were analyzed by using the survey data of 691 apple growers. The results indicated that: (i) compared with farmers who did not participate in fertilizer application training programs, the probability of the adoption of formula fertilization techniques was significantly increased by 256.1% for farmers who participated in fertilizer application training programs; (ii) fertilizer application training programs boosted the adoption of formula fertilization techniques via influencing farmers' cognition and willingness; (iii) yield was significantly increased by 14.3% at the 5% level through participating in fertilizer application training programs, and fertilizer application training programs improved agricultural productivity by means of enhancing the adoption of formula fertilization techniques. This study was conducive to evaluating the effectiveness of agricultural training and boosting agricultural sustainable development.

Suggested Citation

  • Xingguang Li & Wen Xue & Xuexi Huo, 2023. "Fertilizer application training programs, the adoption of formula fertilization techniques and agricultural productivity: Evidence from 691 apple growers in China," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 298-316, May.
    • Handle: RePEc:wly:natres:v:47:y:2023:i:2:p:298-316
    DOI: 10.1111/1477-8947.12282
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    1. 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.
    2. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    3. Anderson, Jock R. & Feder, Gershon, 2007. "Agricultural Extension," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 3, chapter 44, pages 2343-2378, Elsevier.
    4. Santi Sanglestsawai & Roderick M. Rejesus & Jose M. Yorobe Jr., 2015. "Economic impacts of integrated pest management (IPM) farmer field schools (FFS): evidence from onion farmers in the Philippines," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 149-162, March.
    5. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    6. Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
    7. Takahashi, Kazushi & Mano, Yukichi & Otsuka, Keijiro, 2019. "Learning from experts and peer farmers about rice production: Experimental evidence from Cote d’Ivoire," World Development, Elsevier, vol. 122(C), pages 157-169.
    8. Keijiro Otsuka & Yuko Nakano & Kazushi Takahashi, 2016. "Contract Farming in Developed and Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 353-376, October.
    9. Bonan, Jacopo & Battiston, Pietro & Bleck, Jaimie & LeMay-Boucher, Philippe & Pareglio, Stefano & Sarr, Bassirou & Tavoni, Massimo, 2021. "Social interaction and technology adoption: Experimental evidence from improved cookstoves in Mali," World Development, Elsevier, vol. 144(C).
    10. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    11. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Schechter, Laura, 2018. "Receptiveness to advice, cognitive ability, and technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 239-268.
    12. Kansanga, Moses Mosonsieyiri & Bezner Kerr, Rachel & Lupafya, Esther & Dakishoni, Laifolo & Luginaah, Isaac, 2021. "Does participatory farmer-to-farmer training improve the adoption of sustainable land management practices?," Land Use Policy, Elsevier, vol. 108(C).
    13. Li, Xingguang & Liu, Jundi & Huo, Xuexi, 2021. "Impacts of tenure security and market-oriented allocation of farmland on agricultural productivity: Evidence from China’s apple growers," Land Use Policy, Elsevier, vol. 102(C).
    14. Schreinemachers, Pepijn & Wu, Mei-huey & Uddin, Md. Nasir & Ahmad, Shahabuddin & Hanson, Peter, 2016. "Farmer training in off-season vegetables: Effects on income and pesticide use in Bangladesh," Food Policy, Elsevier, vol. 61(C), pages 132-140.
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