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Conservation Tillage Technology: A Study on the Duration from Awareness to Adoption and Its Influencing Factors—Based on the Survey of the Yellow River Basin in China

Author

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  • Tianzhi Gao

    (College of Economics and Management, Northwest Agriculture and Forestry University, Xianyang 712100, China
    These authors contributed equally to this work.)

  • Yaqin Ren

    (School of Sociology and Population Studies, Renmin University of China, Beijing 100872, China
    These authors contributed equally to this work.)

  • Qian Lu

    (College of Economics and Management, Northwest Agriculture and Forestry University, Xianyang 712100, China)

  • Hui Feng

    (College of Economics and Management, Northwest Agriculture and Forestry University, Xianyang 712100, China)

Abstract

Studying the dynamic duration of technology adoption helps farmers weigh and select different attributes and stages of conservation tillage techniques. In this study, non-parametric K-M survival analysis and discrete duration models were employed to estimate the time taken by farmers in the Yellow River Basin region to transition from awareness to the adoption of conservation tillage techniques between 2002 and 2020. The results indicate (1) The duration from awareness to adoption of conservation tillage technology is relatively short. (2) The likelihood of farmers postponing adoption decisions is highest in the initial 10 years and gradually decreases over time, suggesting negative time dependency. (3) Controlling for proportional hazards assumptions, it was found that factors such as education level and social learning positively influence the duration from awareness to adoption of conservation tillage techniques. Extreme weather variations and household labor migration delay the adoption time for farmers. In the process of promoting and implementing conservation tillage techniques, it is essential to consider the issue of intertemporal technology choice, stimulate farmers’ intrinsic demand, shorten the time interval from awareness to adoption, and ultimately improve technology adoption rates.

Suggested Citation

  • Tianzhi Gao & Yaqin Ren & Qian Lu & Hui Feng, 2023. "Conservation Tillage Technology: A Study on the Duration from Awareness to Adoption and Its Influencing Factors—Based on the Survey of the Yellow River Basin in China," Agriculture, MDPI, vol. 13(6), pages 1-17, June.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:6:p:1207-:d:1165698
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    1. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    2. Meike Wollni & David R. Lee & Janice E. Thies, 2010. "Conservation agriculture, organic marketing, and collective action in the Honduran hillsides," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 373-384, May.
    3. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-930, September.
    4. Lambrecht, Isabel & Vanlauwe, Bernard & Merckx, Roel & Maertens, Miet, 2014. "Understanding the Process of Agricultural Technology Adoption: Mineral Fertilizer in Eastern DR Congo," World Development, Elsevier, vol. 59(C), pages 132-146.
    5. McQueen, Grant & Thorley, Steven, 1994. "Bubbles, Stock Returns, and Duration Dependence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(3), pages 379-401, September.
    6. 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.
    7. 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.
    8. Khataza, Robertson R.B. & Doole, Graeme J. & Kragt, Marit E. & Hailu, Atakelty, 2018. "Information acquisition, learning and the adoption of conservation agriculture in Malawi: A discrete-time duration analysis," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 299-307.
    9. Kelly J. Tiller & Shiferaw T. Feleke & Jane H. Starnes, 2010. "A discrete‐time hazard analysis of the exit of burley tobacco growers in Tennessee, North Carolina, and Virginia," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 397-408, September.
    10. Oluwatoba J Omotilewa & Jacob Ricker-Gilbert & John Herbert Ainembabazi, 2019. "Subsidies for Agricultural Technology Adoption: Evidence from a Randomized Experiment with Improved Grain Storage Bags in Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 753-772.
    11. Abdul Nafeo Abdulai, 2016. "Impact of conservation agriculture technology on household welfare in Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 729-741, November.
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    Cited by:

    1. Ziqiang Li & Hepei Zhang & Xiaoxiao Song & Weijiao Ye, 2024. "Social responsibility awareness and adoption of climate-smart agricultural practices: evidence from food-based family farms in China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(5), pages 1-20, June.
    2. Fan Zhang & Jindi Bei & Qingzhe Shi & Ying Wang & Ling Wu, 2024. "Research on Agricultural Machinery Services for the Purpose of Promoting Conservation Agriculture: An Evolutionary Game Analysis Involving Farmers, Agricultural Machinery Service Organizations and Gov," Agriculture, MDPI, vol. 14(8), pages 1-21, August.
    3. Yang Guo & Meiling Cui & Zhigang Xu, 2023. "Spatial Characteristics of Transfer Plots and Conservation Tillage Technology Adoption: Evidence from a Survey of Four Provinces in China," Agriculture, MDPI, vol. 13(8), pages 1-15, August.

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