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A step toward the modern and sustainable agriculture: Evaluating the impact of information and communication technology on cereal production in China

Author

Listed:
  • Huaquan Zhang
  • Ruijia Jin
  • Abbas Ali Chandio
  • Martinson Ankrah Twumasi

Abstract

Achieving food security has become a critical concern for many nations. China has also made significant efforts to ensure domestic food security. In order to provide an adequate food supply in the future, this research explores the effects of information and communication technology (ICT) on grain production. Pool Mean Group (PMG) method is used to estimate a panel dataset for 31 Chinese province administrative regions from 2005 to 2021. To ensure that the panel dataset is suitable for use with the PMG model, cross‐sectional independence tests, unit root tests, and co‐integration tests are performed. The empirical analysis shows that ICT boosts cereal crops yields over time. In particular, a 1% increase in fixed broadband users and cell phones boosts cereal production by 0.03% and 0.06%, respectively, in the long run. As a result, in order to increase yields, China must expand its use of ICT in agricultural production.

Suggested Citation

  • Huaquan Zhang & Ruijia Jin & Abbas Ali Chandio & Martinson Ankrah Twumasi, 2025. "A step toward the modern and sustainable agriculture: Evaluating the impact of information and communication technology on cereal production in China," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 1989-2003, April.
    • Handle: RePEc:wly:sustdv:v:33:y:2025:i:2:p:1989-2003
    DOI: 10.1002/sd.3223
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    1. Aker, Jenny C. & Ksoll, Christopher, 2016. "Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger," Food Policy, Elsevier, vol. 60(C), pages 44-51.
    2. Shantanu Ghosh & Tarak Nath Sahu, 2023. "Targeting zero hunger to ensure sustainable development: Insights from a panel structure," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2814-2825, August.
    3. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    4. Zhong, Mei-Rui & Cao, Meng-Yuan & Zou, Han, 2022. "The carbon reduction effect of ICT: A perspective of factor substitution," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    5. Sekabira, Haruna & Qaim, Matin, 2017. "Can Mobile Phones Improve Gender Equality and Nutrition? Panel Data Evidence from Farm Households in Uganda," GlobalFood Discussion Papers 256215, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    6. Chandio, Abbas Ali & Dash, Devi Prasad & Nathaniel, Solomon Prince & Sargani, Ghulam Raza & Jiang, Yuansheng, 2023. "Mitigation pathways towards climate change: Modelling the impact of climatological factors on wheat production in top six regions of China," Ecological Modelling, Elsevier, vol. 481(C).
    7. Li, Fanghua & Zang, Dungang & Chandio, Abbas Ali & Yang, Dongmei & Jiang, Yuansheng, 2023. "Farmers' adoption of digital technology and agricultural entrepreneurial willingness: Evidence from China," Technology in Society, Elsevier, vol. 73(C).
    8. Dorward, Andrew, 2013. "Agricultural labour productivity, food prices and sustainable development impacts and indicators," Food Policy, Elsevier, vol. 39(C), pages 40-50.
    9. Diego Aboal & Ezequiel Tacsir, 2018. "Innovation and productivity in services and manufacturing: the role of ICT," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(2), pages 221-241.
    10. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
    11. Hazwan Haini, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, CEPII research center, issue 166, pages 116-125.
    12. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    13. Sheng, Yu & Song, Ligang, 2019. "Agricultural production and food consumption in China: A long-term projection," China Economic Review, Elsevier, vol. 53(C), pages 15-29.
    14. Xiaobing Liu & Xingyi Zhang & Stephen J. Herbert, 2010. "Feeding China's growing needs for grain," Nature, Nature, vol. 465(7297), pages 420-420, May.
    15. Tang, Lin & Luo, Xiaofeng, 2021. "Can agricultural insurance encourage farmers to apply biological pesticides? Evidence from rural China," Food Policy, Elsevier, vol. 105(C).
    16. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    17. Sekabira, Haruna & Qaim, Matin, 2017. "Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda," Food Policy, Elsevier, vol. 73(C), pages 95-103.
    18. Sherry Tao Kong & Nicholas Loubere, 2021. "Digitally Down to the Countryside: Fintech and Rural Development in China," Journal of Development Studies, Taylor & Francis Journals, vol. 57(10), pages 1739-1754, October.
    19. Wang, Jieyong & Zhang, Ziwen & Liu, Yansui, 2018. "Spatial shifts in grain production increases in China and implications for food security," Land Use Policy, Elsevier, vol. 74(C), pages 204-213.
    20. Xiaolan Fu & Shaheen Akter, 2016. "The Impact of Mobile Phone Technology on Agricultural Extension Services Delivery: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 52(11), pages 1561-1576, November.
    21. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    22. Giacomo Zanello, 2012. "Mobile Phones and Radios: Effects on Transactions Costs and Market Participation for Households in Northern Ghana," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(3), pages 694-714, September.
    23. Fred Mawunyo Dzanku & Robert Osei & Isaac Osei‐Akoto, 2021. "The impact of mobile phone voice message reminders on agricultural outcomes in Mali," Agricultural Economics, International Association of Agricultural Economists, vol. 52(5), pages 789-806, September.
    24. Imran Ali Baig & Muhammad Irfan & Mohammad Aarif & Shah Husain & Mohammad Sulaiman, 2023. "How agricultural technologies and climatic factors affect India's crop production? A roadmap towards sustainable agriculture," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2908-2928, August.
    25. Wirsenius, Stefan & Azar, Christian & Berndes, Göran, 2010. "How much land is needed for global food production under scenarios of dietary changes and livestock productivity increases in 2030?," Agricultural Systems, Elsevier, vol. 103(9), pages 621-638, November.
    26. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    27. Eduardo Nakasone & Maximo Torero & Bart Minten, 2014. "The Power of Information: The ICT Revolution in Agricultural Development," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 533-550, October.
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