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Impact of information and communication technologies on fertilizer and pesticide use efficiency of China's grain production

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Listed:
  • Qiubo Zhu
  • Mariska van der Voort
  • Guangcheng Ren
  • Junfei Bai

Abstract

Based on a panel data from National Rural Fixed Point Survey (NRFP), this study explored the effects of information and communication technologies (ICTs) on the fertilizer and pesticide use efficiency of China's grain production and the mechanisms using stochastic frontier analysis (SFA) and two‐way fixed‐effects model with two‐stage least square (2SLS) estimation. The results show that the average fertilizer use efficiency (FE), pesticide use efficiency (PE) and comprehensive fertilizer and pesticide use efficiency (CFPE) of grain production were 0.286, 0.404, and 0.364 respectively during 2003–2011. It should be noted that the CFPE decreased by 48.39% during 2003–2011 and showed a descending trend in all regions. ICTs had significant positive effects on FE, PE, and CPFE which could be explained by providing farmers more sustainable knowledge and hence shifting farming practices from overusing fertilizer towards using farmyard manure as a substitute. ICTs' positive effects were more pronounced for farmers with higher‐level education and in central region. Additionally, ICTs had significant spillover effects, extending from users to nonusers within the villages. These results suggest that ICTs could be considered as an effective way to increase the fertilizer and pesticide use efficiency and promote the sustainable development of agriculture in China.

Suggested Citation

  • Qiubo Zhu & Mariska van der Voort & Guangcheng Ren & Junfei Bai, 2023. "Impact of information and communication technologies on fertilizer and pesticide use efficiency of China's grain production," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2331-2356, November.
    • Handle: RePEc:bla:rdevec:v:27:y:2023:i:4:p:2331-2356
    DOI: 10.1111/rode.13039
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    1. Ggombe Kasim Munyegera & Tomoya Matsumoto, 2018. "ICT for financial access: Mobile money and the financial behavior of rural households in Uganda," Review of Development Economics, Wiley Blackwell, vol. 22(1), pages 45-66, February.
    2. Coelli, Tim J., 1995. "Recent Developments In Frontier Modelling And Efficiency Measurement," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 39(3), pages 1-27, December.
    3. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    4. MARCHAND, Sébastien & GUO, Huanxiu, 2014. "The environmental efficiency of non-certified organic farming in China: A case study of paddy rice production," China Economic Review, Elsevier, vol. 31(C), pages 201-216.
    5. Wanglin Ma & R. Quentin Grafton & Alan Renwick, 2020. "Smartphone use and income growth in rural China: empirical results and policy implications," Electronic Commerce Research, Springer, vol. 20(4), pages 713-736, December.
    6. Lukman O. Oyelami & Nurudeen Afolabi Sofoluwe & Omowumi Monisola Ajeigbe, 2022. "ICT and agricultural sector performance: empirical evidence from sub-Saharan Africa," Future Business Journal, Springer, vol. 8(1), pages 1-13, December.
    7. Ying Bai & Ruixue Jia, 2016. "Elite Recruitment and Political Stability: The Impact of the Abolition of China's Civil Service Exam," Econometrica, Econometric Society, vol. 84, pages 677-733, March.
    8. Stijn Reinhard & C. A. Knox Lovell & Geert Thijssen, 2002. "Analysis of Environmental Efficiency Variation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1054-1065.
    9. Xin Meng & Nancy Qian & Pierre Yared, 2015. "The Institutional Causes of China's Great Famine, 1959–1961," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1568-1611.
    10. Awais Ali & Tajamul Hussain & Noramon Tantashutikun & Nurda Hussain & Giacomo Cocetta, 2023. "Application of Smart Techniques, Internet of Things and Data Mining for Resource Use Efficient and Sustainable Crop Production," Agriculture, MDPI, vol. 13(2), pages 1-22, February.
    11. Shalendra & Gummagolmath, K.C. & Sharma, Purushottam, 2011. "ICT Initiatives in Indian Agriculture - An Overview," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 66(3), pages 1-9.
    12. Singbo, Alphonse G. & Lansink, Alfons Oude & Emvalomatis, Grigorios, 2015. "Estimating shadow prices and efficiency analysis of productive inputs and pesticide use of vegetable production," European Journal of Operational Research, Elsevier, vol. 245(1), pages 265-272.
    13. Chenxin Leng & Wanglin Ma & Jianjun Tang & Zhongkun Zhu, 2020. "ICT adoption and income diversification among rural households in China," Applied Economics, Taylor & Francis Journals, vol. 52(33), pages 3614-3628, June.
    14. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    15. Reinhard, Stijn & Knox Lovell, C. A. & Thijssen, Geert J., 2000. "Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA," European Journal of Operational Research, Elsevier, vol. 121(2), pages 287-303, March.
    16. Eric Njuki & Boris E. Bravo-Ureta, 2015. "The Economic Costs of Environmental Regulation in U.S. Dairy Farming: A Directional Distance Function Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1087-1106.
    17. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
    18. Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
    19. Pan Rao & Xiaojin Liu & Shubin Zhu & Xiaolan Kang & Xinglei Zhao & Fangting Xie, 2022. "Does the Application of ICTs Improve the Efficiency of Agricultural Carbon Reduction? Evidence from Broadband Adoption in Rural China," IJERPH, MDPI, vol. 19(13), pages 1-19, June.
    20. Fang Li & Shuyi Feng & Hualiang Lu & Futian Qu & Marijke D'Haese, 2022. "Exploring the relationship between plot size and fertilizer use efficiency: evidence from large-scale farming in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(3), pages 527-546, February.
    21. Mette Asmild & Jens Leth Hougaard, 2006. "Economic versus environmental improvement potentials of Danish pig farms," Agricultural Economics, International Association of Agricultural Economists, vol. 35(2), pages 171-181, September.
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