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Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China

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  • Wanglin Ma
  • Hongyun Zheng

Abstract

This study examines the impacts of mobile information technology adoption on agrochemical expenditures, using data collected from 551 wheat farmers in China. Unlike previous studies that analyse a homogeneous relationship between the adoption of information technologies and farm input use, in this study, an instrumental variable quantile regression approach is utilised to capture the heterogeneous impacts of smartphone use on pesticide and fertiliser expenditures. Findings reveal that smartphone use affects pesticide and fertiliser expenditures heterogeneously, and its impacts on pesticide expenditure are larger than those on fertiliser expenditure. Specifically, at the lowest 20th quantile, smartphone use significantly increases pesticide expenditure by 33 per cent and fertiliser expenditure by 18 per cent. However, at the higher 60th and 80th quantiles, smartphone use significantly decreases pesticide expenditure by 36–39 per cent and fertiliser expenditure by 14–19 per cent. Our findings suggest that guiding farmers’ agrochemical usage behaviours through smartphone‐based information intervention can be a practical strategy to help reduce the excessive usage of chemical pesticides and fertilisers and preserve the environment and human health.

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  • 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.
  • Handle: RePEc:bla:ajarec:v:66:y:2022:i:1:p:72-92
    DOI: 10.1111/1467-8489.12446
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    1. Mansha Yang & Xia Zhao & Ting Meng, 2019. "What are the driving factors of pesticide overuse in vegetable production? Evidence from Chinese farmers," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(4), pages 672-687, July.
    2. Wei Huang & Li Jiang, 2018. "Efficiency performance of fertilizer use in arable agricultural production in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(1), pages 52-69, August.
    3. Gai, Xiapu & Liu, Hongbin & Liu, Jian & Zhai, Limei & Yang, Bo & Wu, Shuxia & Ren, Tianzhi & Lei, Qiuliang & Wang, Hongyuan, 2018. "Long-term benefits of combining chemical fertilizer and manure applications on crop yields and soil carbon and nitrogen stocks in North China Plain," Agricultural Water Management, Elsevier, vol. 208(C), pages 384-392.
    4. Khanal, Aditya R. & Mishra, Sachin K & Honey, Ummey, 2018. "Certified organic food production, financial performance, and farm size: An unconditional quantile regression approach," Land Use Policy, Elsevier, vol. 78(C), pages 367-376.
    5. Jianyun Hou & Xuexi Huo & Runsheng Yin, 2018. "Does computer usage change farmers’ production and consumption? Evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(2), pages 387-410, September.
    6. F. Füsun Tatlıdil & İsmet Boz & Hasan Tatlidil, 2009. "Farmers’ perception of sustainable agriculture and its determinants: a case study in Kahramanmaras province of Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 11(6), pages 1091-1106, December.
    7. 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.
    8. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    9. Hübler, Michael & Hartje, Rebecca, 2016. "Are smartphones smart for economic development?," Economics Letters, Elsevier, vol. 141(C), pages 130-133.
    10. 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.
    11. David A. Hennessy & Christopher A. Wolf, 2018. "Asymmetric Information, Externalities and Incentives in Animal Disease Prevention and Control," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 226-242, February.
    12. Sandip Mitra & Dilip Mookherjee & Maximo Torero & Sujata Visaria, 2018. "Asymmetric Information and Middleman Margins: An Experiment with Indian Potato Farmers," The Review of Economics and Statistics, MIT Press, vol. 100(1), pages 1-13, March.
    13. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    14. Ruiyao Ying & Li Zhou & Wuyang Hu & Dan Pan, 2017. "Agricultural technical education and agrochemical use by rice farmers in China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 522-536, September.
    15. Hassen, Sied, 2018. "The effect of farmyard manure on the continued and discontinued use of inorganic fertilizer in Ethiopia: An ordered probit analysis," Land Use Policy, Elsevier, vol. 72(C), pages 523-532.
    16. Heidi Kaila & Finn Tarp, 2019. "Can the Internet improve agricultural production? Evidence from Viet Nam," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 675-691, November.
    17. Zhu, Shu & Xu, Xin & Ren, Xiaojing & Sun, Tianhua & Oxley, Les & Rae, Allan & Ma, Hengyun, 2016. "Modeling technological bias and factor input behavior in China's wheat production sector," Economic Modelling, Elsevier, vol. 53(C), pages 245-253.
    18. Pingping Wang & Wendong Zhang & Minghao Li & Yijun Han, 2019. "Does Fertilizer Education Program Increase the Technical Efficiency of Chemical Fertilizer Use? Evidence from Wheat Production in China," Sustainability, MDPI, vol. 11(2), pages 1-14, January.
    19. Aniruddha Mitra & James T. Bang & Arnab Biswas, 2015. "Media freedom and gender equality: a cross-national instrumental variable quantile analysis," Applied Economics, Taylor & Francis Journals, vol. 47(22), pages 2278-2292, May.
    20. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    21. 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.
    22. Zihan Nie & Nico Heerink & Qin Tu & Shuqin Jin, 2018. "Does certified food production reduce agrochemical use in China?," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(3), pages 386-405, August.
    23. Güler, Kemal & Körpeoğlu, Evren & Şen, Alper, 2018. "Newsvendor competition under asymmetric cost information," European Journal of Operational Research, Elsevier, vol. 271(2), pages 561-576.
    24. Wanglin Ma & Awudu Abdulai & Chunbo Ma, 2018. "The effects of off†farm work on fertilizer and pesticide expenditures in China," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 573-591, May.
    25. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    26. Cole, Shawn A. & Fernando, A. Nilesh, 2013. "The Value of Advice: Evidence from Mobile Phone-Based Agricultural Extension," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160520, African Association of Agricultural Economists (AAAE).
    27. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    28. Haruna Issahaku & Benjamin Musah Abu & Paul Kwame Nkegbe, 2018. "Does the Use of Mobile Phones by Smallholder Maize Farmers Affect Productivity in Ghana?," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 302-322, July.
    29. Ma, Wanglin & Renwick, Alan & Nie, Peng & Tang, Jianjun & Cai, Rong, 2018. "Off-farm work, smartphone use and household income: Evidence from rural China," China Economic Review, Elsevier, vol. 52(C), pages 80-94.
    30. Haiyang Lu & Ivan T. Kandilov, 2021. "Does Mobile Internet Use Affect the Subjective Well-being of Older Chinese Adults? An Instrumental Variable Quantile Analysis," Journal of Happiness Studies, Springer, vol. 22(7), pages 3137-3156, October.
    31. Hoang, Hung Gia, 2020. "Determinants of the adoption of mobile phones for fruit marketing by Vietnamese farmers," World Development Perspectives, Elsevier, vol. 17(C).
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