With the increase in industrial plants in the rural areas of developing countries, the effects of industrial air pollution on the technical efficiency of agricultural production have attracted considerable attention. However, although some studies have investigated the effects of air pollution on crops' yields, only few of them have focused on how industrial air pollution affects the relationships among production factors and their technical efficiency. Using survey data collected from southwestern China, this paper analyses the effects of point-source air pollution on rice production by incorporating air pollution as an input in a translog production function. Our findings indicate that industrial air pollution lowers the marginal products of factors, alters the relationships of labour-capital and chemical-capital from complementarity to substitution, and changes the seed-chemical relationship from substitution to complementarity. Furthermore, the complementary elasticities of labour-chemical and labour-seed are reduced, whereas that of capital-seed is improved. Without considering the changes in the production function, the technical efficiency estimated using the traditional stochastic frontier analysis method appears to be overestimated compared with that estimated using a modified measure. The understanding of the effects of industrial air pollution on technical efficiency will help researchers in making a sound estimation of agricultural loss and provide helpful insights for policy-makers.
机构:
Huazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Hubei Rural Dev Res Ctr, Wuhan 430070, Peoples R ChinaHuazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Liu, Fuxing
Shahzad, Muhammad Aamir
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Hunan Univ, Sch Econ & Trade, Changsha 410079, Hunan, Peoples R ChinaHuazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Shahzad, Muhammad Aamir
Feng, Zhongchao
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Huazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Hubei Rural Dev Res Ctr, Wuhan 430070, Peoples R ChinaHuazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Feng, Zhongchao
Wang, Lianfen
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Hunan Univ, Sch Econ & Trade, Changsha 410079, Hunan, Peoples R ChinaHuazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Wang, Lianfen
He, Juan
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Huazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
Hubei Rural Dev Res Ctr, Wuhan 430070, Peoples R ChinaHuazhong Agr Univ, Coll Econ & Management, Wuhan 430070, Peoples R China
机构:
Zhejiang Univ, China Acad Rural Dev Card, Acad Social Governance, Sch Publ Affairs, Hangzhou, Peoples R ChinaZhejiang Univ, China Acad Rural Dev Card, Acad Social Governance, Sch Publ Affairs, Hangzhou, Peoples R China
Chen, Shuai
Oliva, Paulina
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Univ Southern Calif, Los Angeles, CA 90007 USA
BREAD, Cambridge, MA USA
NBER, Cambridge, MA 02138 USAZhejiang Univ, China Acad Rural Dev Card, Acad Social Governance, Sch Publ Affairs, Hangzhou, Peoples R China
Oliva, Paulina
Zhang, Peng
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Chinese Univ Hong Kong, Shenzhen Finance Inst, Shenzhen Res Inst Big Data, Sch Econ & Management, Shenzhen, Peoples R ChinaZhejiang Univ, China Acad Rural Dev Card, Acad Social Governance, Sch Publ Affairs, Hangzhou, Peoples R China