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Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications

Author

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  • Jing Zhang

    (School of Public Affairs, Zhejiang University, Hangzhou 310058, China)

  • Jianhua Wang

    (School of Business, Jiangnan University, Wuxi 214122, China
    Food Safety Research Base of Jiangsu Province, Jiangnan University, Wuxi 214122, China)

  • Xiaoshi Zhou

    (College of Economics & Management, Huazhong Agricultural University, Wuhan 430070, China)

Abstract

Although chemical pesticide use has increased agricultural productivity, it has caused adverse effects on human health and the environment. For example, pesticide exposure may result in the incidence of a human health condition (e.g., heart disease, immune disorders, cancer, and damaged skin) and it can pollute air, water, and soil conditions and damage biodiversity. Mitigating the negative externalities associated with pesticide use is essential to improve human health and environmental performance. In this study, we are trying to explore whether farm machine use reduces pesticide expenditure by analyzing farm household survey data collected from 493 maize farmers in China. An endogenous switching regression model is employed to address the sample selection bias issue associated with voluntary farm machine use. The empirical results reveal that farm machine use exerts a negative and statistically significant impact on pesticide expenditure. The findings highlight the important role of farm machines in helping reduce pesticide expenditure, which is, in turn, beneficial for improving human health conditions and environmental performance.

Suggested Citation

  • Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:10:p:1808-:d:233143
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    References listed on IDEAS

    as
    1. Tefera, T. & Kassie, M. & Midingoyi, S. & Muriithi, B., 2018. "Do farmers and the environment benefit from adopting IPM practices? Evidence from Kenya," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275946, International Association of Agricultural Economists.
    2. Nassul S. Kabunga & Thomas Dubois & Matin Qaim, 2012. "Yield Effects of Tissue Culture Bananas in Kenya: Accounting for Selection Bias and the Role of Complementary Inputs," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(2), pages 444-464, June.
    3. Boussemart, Jean-Philippe & Leleu, Hervé & Ojo, Oluwaseun, 2011. "Could society's willingness to reduce pesticide use be aligned with farmers' economic self-interest?," Ecological Economics, Elsevier, vol. 70(10), pages 1797-1804, August.
    4. Wang, Xiaobing & Yamauchi, Futoshi & Otsuka, Keijiro & Huang, Jikun, 2016. "Wage Growth, Landholding, and Mechanization in Chinese Agriculture," World Development, Elsevier, vol. 86(C), pages 30-45.
    5. Erick Sierra-Diaz & Alfredo de Jesus Celis-de la Rosa & Felipe Lozano-Kasten & Leonardo Trasande & Alejandro Aarón Peregrina-Lucano & Elena Sandoval-Pinto & Humberto Gonzalez-Chavez, 2019. "Urinary Pesticide Levels in Children and Adolescents Residing in Two Agricultural Communities in Mexico," IJERPH, MDPI, vol. 16(4), pages 1-8, February.
    6. John M. Antle & Susan M. Capalbo, 1994. "Pesticides, Productivity, and Farmer Health: Implications for Regulatory Policy and Agricultural Research," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 598-602.
    7. Ji, Yueqing & Yu, Xiaohua & Zhong, Funing, 2012. "Machinery investment decision and off-farm employment in rural China," China Economic Review, Elsevier, vol. 23(1), pages 71-80.
    8. Ma, Wanglin & Abdulai, Awudu, 2016. "Does cooperative membership improve household welfare? Evidence from apple farmers in China," Food Policy, Elsevier, vol. 58(C), pages 94-102.
    9. Xiaoshi Zhou & Wanglin Ma & Gucheng Li, 2018. "Draft Animals, Farm Machines and Sustainable Agricultural Production: Insight from China," Sustainability, MDPI, vol. 10(9), pages 1-16, August.
    10. Ghimire, Narishwar & Woodward, Richard T., 2013. "Under- and over-use of pesticides: An international analysis," Ecological Economics, Elsevier, vol. 89(C), pages 73-81.
    11. Yazhen Gong & Kathy Baylis & Robert Kozak & Gary Bull, 2016. "Farmers’ risk preferences and pesticide use decisions: evidence from field experiments in China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(4), pages 411-421, July.
    12. 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.
    13. Schreinemachers, Pepijn & Tipraqsa, Prasnee, 2012. "Agricultural pesticides and land use intensification in high, middle and low income countries," Food Policy, Elsevier, vol. 37(6), pages 616-626.
    14. Wanglin Ma & Awudu Abdulai & Renan Goetz, 2018. "Agricultural Cooperatives and Investment in Organic Soil Amendments and Chemical Fertilizer in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 502-520.
    15. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    16. Theodoros Skevas & Spiro E. Stefanou & Alfons Oude Lansink, 2012. "Can economic incentives encourage actual reductions in pesticide use and environmental spillovers?," Agricultural Economics, International Association of Agricultural Economists, vol. 43(3), pages 267-276, May.
    17. Janvry, Alain de & Sadoulet, Elisabeth, 2001. "Income Strategies Among Rural Households in Mexico: The Role of Off-farm Activities," World Development, Elsevier, vol. 29(3), pages 467-480, March.
    18. Ma, Wanglin & Renwick, Alan & Grafton, Quentin, 2018. "Farm machinery use, off-farm employment and farm performance in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), April.
    19. Hiroyuki Takeshima, 2018. "Mechanize or exit farming? Multiple‐treatment‐effects model and external validity of adoption impacts of mechanization among Nepalese smallholders," Review of Development Economics, Wiley Blackwell, vol. 22(4), pages 1620-1641, November.
    20. Alam, Shamma Adeeb & Wolff, Hendrik, 2016. "Do Pesticide Sellers Make Farmers Sick? Health, Information, and Adoption of Technology in Bangladesh," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(1), pages 1-34, January.
    21. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    22. Asfaw, Solomon & Shiferaw, Bekele & Simtowe, Franklin & Lipper, Leslie, 2012. "Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia," Food Policy, Elsevier, vol. 37(3), pages 283-295.
    23. Hiroyuki Takeshima, 2017. "Custom-hired tractor services and returns to scale in smallholder agriculture: a production function approach," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 363-372, May.
    24. Wanglin Ma & Alan Renwick & Quentin Grafton, 2018. "Farm machinery use, off†farm employment and farm performance in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), pages 279-298, April.
    25. Hiroyuki Takeshima & Alejandro Nin—Pratt & Xinshen Diao, 2013. "Mechanization and Agricultural Technology Evolution, Agricultural Intensification in Sub-Saharan Africa: Typology of Agricultural Mechanization in Nigeria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1230-1236.
    26. Lai, Wangyang, 2017. "Pesticide use and health outcomes: Evidence from agricultural water pollution in China," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 93-120.
    27. Liu, Elaine M. & Huang, JiKun, 2013. "Risk preferences and pesticide use by cotton farmers in China," Journal of Development Economics, Elsevier, vol. 103(C), pages 202-215.
    28. Yamauchi, Futoshi, 2016. "Rising real wages, mechanization and growing advantage of large farms: Evidence from Indonesia," Food Policy, Elsevier, vol. 58(C), pages 62-69.
    29. 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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    1. Qinghua Wu & Xiaoliang Guan & Jun Zhang & Yang Xu, 2019. "The Role of Rural Infrastructure in Reducing Production Costs and Promoting Resource-Conserving Agriculture," IJERPH, MDPI, vol. 16(18), pages 1-13, September.
    2. Sipan Li & Qunxi Gong & Shaolei Yang, 2019. "Analysis of the Agricultural Economy and Agricultural Pollution Using the Decoupling Index in Chengdu, China," IJERPH, MDPI, vol. 16(21), pages 1-11, October.

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