Does internet use improve eco-efficiency of agricultural production? Evidence from potato farmers in China

被引:4
作者
Lun, Runqi [1 ,2 ,3 ]
Sauer, Johannes [3 ]
Gao, Mingjie [2 ]
Yang, Yadong [2 ]
Luo, Qiyou [2 ]
Li, Guojing [2 ]
机构
[1] Tianjin Agr Univ, Coll Econ & Management, Tianjin 300384, Peoples R China
[2] Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, State Key Lab Efficient Utilizat Arid & Semiarid A, Beijing 100081, Peoples R China
[3] Tech Univ Munich, Chair Agr Prod & Resource Econ, D-85354 Freising Weihenstephan, Germany
基金
中国国家自然科学基金;
关键词
Handling Editor: Giovanni Baiocchi; ENVIRONMENTAL EFFICIENCY; CLIMATE-CHANGE; LAND PRODUCTIVITY; FOOD SECURITY; ADAPTATION; DEA; PERSPECTIVE; MANAGEMENT; INDUSTRY; PERFORMANCE;
D O I
10.1016/j.jclepro.2024.143794
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
China's internet development and eco-efficiency of agricultural production have attracted attention from academia. However, the association between internet use by farmers and the eco-efficiency of agricultural production has not yet been fully investigated. This research investigates the average and heterogeneous impacts of internet use on eco-efficiency among 434 potato-producing farmers from China's major potato-producing regions in 2021 to fill this knowledge gap. The slack-based measure model is applied to calculate the eco-efficiency of potato production, and total carbon emissions, total nitrogen loss, and total phosphorus loss are treated as undesirable outputs. To obtain an unbiased estimation of the average effect, the self-selection problem generated by observable and unobservable factors is solved by the endogenous switching regression model. Quantile regression is utilized to analyze the heterogeneous effect of internet use on eco-efficiency. We also employ the treatment model for a robustness check. Our findings indicate that internet use can increase potato production's eco-efficiency. Internet users would reduce eco-efficiency by 0.147 (21.11%) if they had not used the internet. Internet nonusers would improve eco-efficiency by 0.214 (35.20%) if they had used the internet. Moreover, internet use is more helpful to potato farmers who have lower eco-efficiency than those who have higher eco-efficiency. The robustness check reconfirms that internet use can indeed enhance eco-efficiency of potato production. Our findings suggest that the government should expand its investment in internet information infrastructure, encourage internet use in rural areas and pay more attention to farmers with low eco-efficiency.
引用
收藏
页数:14
相关论文
共 94 条
[1]   Modelling regional environmental efficiency differentials of dairy farms on the island of Ireland [J].
Adenuga, Adewale Henry ;
Davis, John ;
Hutchinson, George ;
Donnellan, Trevor ;
Patton, Myles .
ECOLOGICAL INDICATORS, 2018, 95 :851-861
[2]  
Aigner D.J., 1977, Journal of Econometrics, V6, P21, DOI [10.1016/0304-4076(77)90052-5, DOI 10.1016/0304-4076(77)90052-5]
[3]   Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger [J].
Aker, Jenny C. ;
Ksoll, Christopher .
FOOD POLICY, 2016, 60 :44-51
[4]   Food security and poverty reduction effects of agricultural technologies adoption - a multinomial endogenous switching regression application in rural Zimbabwe [J].
Amankwah, Akuffo ;
Gwatidzo, Tendai .
FOOD POLICY, 2024, 125
[5]   A multiobjective DEA model to assess the eco-efficiency of agricultural practices within the CF plus DEA method [J].
Angulo-Meza, Lidia ;
Gonzalez-Araya, Marcela ;
Iriarte, Alfredo ;
Rebolledo-Leiva, Ricardo ;
Carlos Soares de Mello, Joao .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 161 :151-161
[6]  
[Anonymous], 2023, The 52nd Statistical Report on China's Internet Development
[7]   Does participation in agri-environmental schemes increase eco-efficiency? [J].
Barath, Lajos ;
Bakucs, Zoltan ;
Benedek, Zsofia ;
Ferto, Imre ;
Nagy, Zsuzsanna ;
Vigh, Eniko ;
Debrenti, Edith ;
Fogarasi, Jozsef .
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 906
[8]   Measuring eco-efficiency in European regions: Evidence from a territorial perspective [J].
Bianchi, Marco ;
del Valle, Ikerne ;
Tapia, Carlos .
JOURNAL OF CLEANER PRODUCTION, 2020, 276
[9]   Environmental efficiency analysis and estimation of CO2 abatement costs in dairy cattle farms in Umbria (Italy): A SBM-DEA model with undesirable output [J].
Cecchini, Lucio ;
Venanzi, Sonia ;
Pierri, Antonio ;
Chiorri, Massimo .
JOURNAL OF CLEANER PRODUCTION, 2018, 197 :895-907
[10]   Internet Access and Farm Household Income - Empirical Evidence using a Semi-parametric Assessment in Taiwan [J].
Chang, Hung-Hao ;
Just, David R. .
JOURNAL OF AGRICULTURAL ECONOMICS, 2009, 60 (02) :348-366