IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v13y2023i5p941-d1132273.html
   My bibliography  Save this article

Agri-Ecological Policy, Human Capital and Agricultural Green Technology Progress

Author

Listed:
  • Guoqun Ma

    (School of Economics and Management, Guangxi Normal University, Guilin 541006, China
    Pearl River-Xijiang River Economic Belt Development Institute, Guangxi Normal University, Guilin 541004, China)

  • Minjuan Li

    (School of Economics and Management, Guangxi Normal University, Guilin 541006, China)

  • Yuxi Luo

    (School of Economics and Management, Guangxi Normal University, Guilin 541006, China
    Pearl River-Xijiang River Economic Belt Development Institute, Guangxi Normal University, Guilin 541004, China
    Guangxi Key Laboratory of Landscape Resources Conservation and Sustainable Utilization in Lijiang River Basin, Guangxi Normal University, Guilin 541004, China)

  • Tuanbiao Jiang

    (School of Economics and Management, Guangxi Normal University, Guilin 541006, China
    Pearl River-Xijiang River Economic Belt Development Institute, Guangxi Normal University, Guilin 541004, China
    Center for Southwest Urban and Regional Development, Guangxi Normal University, Guilin 541004, China)

Abstract

Agri-ecological policy and human capital are important factors affecting agricultural green technology progress (AGTP), but the related research is relatively insufficient. This paper contributes to existing research through new insights on the effect of agri-ecological policy on AGTP, using human capital as a moderating variable. We use the Super-efficiency SBM-DEA model to measure AGTP in 30 provinces of China during 2000–2019, and use a two-way fixed effects model to analyze the nonlinear effect of agri-ecological policy on AGTP and the moderating role of human capital. The results show that there is a “U”-shaped relationship between agri-ecological policy and AGTP, where human capital plays a positive moderating role. Intermediate human capital and advanced human capital can significantly moderate the impact of agri-ecological policy on AGTP, while the moderating role of primary human capital is not significant. The “U”-shaped relationship between agri-ecological policy and AGTP involves some heterogeneity based on differences in grain function and the two sides of the Hu Huanyong line.

Suggested Citation

  • Guoqun Ma & Minjuan Li & Yuxi Luo & Tuanbiao Jiang, 2023. "Agri-Ecological Policy, Human Capital and Agricultural Green Technology Progress," Agriculture, MDPI, vol. 13(5), pages 1-14, April.
  • Handle: RePEc:gam:jagris:v:13:y:2023:i:5:p:941-:d:1132273
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/13/5/941/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/13/5/941/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Anugu Amarender Reddy & Indrek Melts & Geetha Mohan & Ch Radhika Rani & Vaishnavi Pawar & Vikas Singh & Manesh Choubey & Trupti Vashishtha & A Suresh & Madhusudan Bhattarai, 2022. "Economic Impact of Organic Agriculture: Evidence from a Pan-India Survey," Sustainability, MDPI, vol. 14(22), pages 1-22, November.
    2. Xinpeng Xing & Tiansen Liu & Jianhua Wang & Lin Shen & Yue Zhu, 2019. "Environmental Regulation, Environmental Commitment, Sustainability Exploration/Exploitation Innovation, and Firm Sustainable Development," Sustainability, MDPI, vol. 11(21), pages 1-20, October.
    3. Haixia Wu & Hantao Hao & Hongzhen Lei & Yan Ge & Hengtong Shi & Yan Song, 2021. "Farm Size, Risk Aversion and Overuse of Fertilizer: The Heterogeneity of Large-Scale and Small-Scale Wheat Farmers in Northern China," Land, MDPI, vol. 10(2), pages 1-15, January.
    4. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    5. Guoqun Ma & Xiaopeng Dai & Yuxi Luo, 2023. "The Effect of Farmland Transfer on Agricultural Green Total Factor Productivity: Evidence from Rural China," IJERPH, MDPI, vol. 20(3), pages 1-15, January.
    6. Outi Luova, 2020. "Local environmental governance and policy implementation: Variegated environmental education in three districts in Tianjin, China," Urban Studies, Urban Studies Journal Limited, vol. 57(3), pages 490-507, February.
    7. Xiao-qiang Jiao & Gang He & Zhen-ling Cui & Jian-bo Shen & Fu-suo Zhang, 2018. "Agri-environment policy for grain production in China: toward sustainable intensification," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(1), pages 78-92, February.
    8. Chen Qian & Caiyao Xu & Fanbin Kong, 2022. "Spatio-Temporal Pattern of Green Agricultural Science and Technology Progress: A Case Study in Yangtze River Delta of China," IJERPH, MDPI, vol. 19(14), pages 1-13, July.
    9. Sahar Milani, 2017. "The Impact of Environmental Policy Stringency on Industrial R&D Conditional on Pollution Intensity and Relocation Costs," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 595-620, November.
    10. Xie, Hualin & Huang, Yingqian, 2021. "Influencing factors of farmers' adoption of pro-environmental agricultural technologies in China: Meta-analysis," Land Use Policy, Elsevier, vol. 109(C).
    11. Dohyung Kim & Sun Go, 2020. "Human Capital and Environmental Sustainability," Sustainability, MDPI, vol. 12(11), pages 1-14, June.
    12. Can Cheng & Xiuwen Yu & Heng Hu & Zitian Su & Shangfeng Zhang, 2022. "Measurement of China’s Green Total Factor Productivity Introducing Human Capital Composition," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    13. Feng Wu & Xiaopeng Fu & Ting Zhang & Dan Wu & Stavros Sindakis, 2022. "Examining Whether Government Environmental Regulation Promotes Green Innovation Efficiency—Evidence from China’s Yangtze River Economic Belt," Sustainability, MDPI, vol. 14(3), pages 1-14, February.
    14. Hua Lu & Hualin Xie & Qianru Chen & Jinfa Jiang, 2018. "Impact of Agricultural Labor Transfer and Structural Adjustment on Chemical Application: Comparison of Past Developments in the Ecological Civilization Pilot Zones of China and Their Future Implicatio," Sustainability, MDPI, vol. 10(6), pages 1-14, June.
    15. Yanli Ji & Jie Xue & Kaiyang Zhong, 2022. "Does Environmental Regulation Promote Industrial Green Technology Progress? Empirical Evidence from China with a Heterogeneity Analysis," IJERPH, MDPI, vol. 19(1), pages 1-23, January.
    16. Finger, Robert & Möhring, Niklas, 2022. "The adoption of pesticide-free wheat production and farmers' perceptions of its environmental and health effects," Ecological Economics, Elsevier, vol. 198(C).
    17. Xiao-qiang Jiao & Gang He & Zhen-ling Cui & Jian-bo Shen & Fu-suo Zhang, 2018. "Agri-environment policy for grain production in China: toward sustainable intensification," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(1), pages 78-92, February.
    18. Gang Cui & Zhicheng Liu, 2022. "The Impact of Environmental Regulations and Social Norms on Farmers’ Chemical Fertilizer Reduction Behaviors: An Investigation of Citrus Farmers in Southern China," Sustainability, MDPI, vol. 14(13), pages 1-19, July.
    19. Yu-Hong Cao & Jian-Xin You & Hu-Chen Liu, 2017. "Optimal Environmental Regulation Intensity of Manufacturing Technology Innovation in View of Pollution Heterogeneity," Sustainability, MDPI, vol. 9(7), pages 1-14, July.
    20. Nicholas Apergis & Claire Economidou & Ioannis Filippidis, 2008. "Innovation, Technology Transfer and Labor Productivity Linkages: Evidence from a Panel of Manufacturing Industries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(3), pages 491-508, October.
    21. Fleur Wouterse, 2016. "Can human capital variables be technology changing? An empirical test for rural households in Burkina Faso," Journal of Productivity Analysis, Springer, vol. 45(2), pages 157-172, April.
    22. Songping Zhu & Azhong Ye, 2018. "Does the Impact of China’s Outward Foreign Direct Investment on Reverse Green Technology Process Differ across Countries?," Sustainability, MDPI, vol. 10(11), pages 1-19, October.
    23. Xiuquan Huang & Xi Wang & Baoxin Chen & Fanbo Li & Shaodan Su & Tao Zhang & Maria Alessandra Ragusa, 2022. "Temporal Trend and Regional Disparity of Agricultural Green Total Factor Productivity in China: Data Envelopment Analysis with Biennial Environmental Technology," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-17, April.
    24. Yuanying Chi & Yangmei Xu & Xu Wang & Feng Jin & Jialin Li, 2021. "A Win–Win Scenario for Agricultural Green Development and Farmers’ Agricultural Income: An Empirical Analysis Based on the EKC Hypothesis," Sustainability, MDPI, vol. 13(15), pages 1-21, July.
    25. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    26. repec:use:tkiwps:2929 is not listed on IDEAS
    27. Guang Chen & Yue Deng & Apurbo Sarkar & Zhengbing Wang, 2022. "An Integrated Assessment of Different Types of Environment-Friendly Technological Progress and Their Spatial Spillover Effects in the Chinese Agriculture Sector," Agriculture, MDPI, vol. 12(7), pages 1-24, July.
    28. Yi Shi & Yan Li, 2022. "An Evolutionary Game Analysis on Green Technological Innovation of New Energy Enterprises under the Heterogeneous Environmental Regulation Perspective," Sustainability, MDPI, vol. 14(10), pages 1-26, May.
    29. Weijiang Liu & Mingze Du & Yuxin Bai, 2021. "Mechanisms of Environmental Regulation’s Impact on Green Technological Progress—Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    30. Inga C. Melchior & Jens Newig, 2021. "Governing Transitions towards Sustainable Agriculture—Taking Stock of an Emerging Field of Research," Sustainability, MDPI, vol. 13(2), pages 1-27, January.
    31. Brodhagen, Marion & Goldberger, Jessica R. & Hayes, Douglas G. & Inglis, Debra Ann & Marsh, Thomas L. & Miles, Carol, 2017. "Policy considerations for limiting unintended residual plastic in agricultural soils," Environmental Science & Policy, Elsevier, vol. 69(C), pages 81-84.
    32. Evagelos D. Lioutas & Chrysanthi Charatsari, 2018. "Green Innovativeness in Farm Enterprises: What Makes Farmers Think Green?," Sustainable Development, John Wiley & Sons, Ltd., vol. 26(4), pages 337-349, July.
    33. Xiaowen Wang & Shuting Wang & Yunsheng Zhang, 2022. "The Impact of Environmental Regulation and Carbon Emissions on Green Technology Innovation from the Perspective of Spatial Interaction: Empirical Evidence from Urban Agglomeration in China," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
    34. Donkor, Emmanuel & Onakuse, Stephen & Bogue, Joe & De Los Rios-Carmenado, Ignacio, 2019. "Fertiliser adoption and sustainable rural livelihood improvement in Nigeria," Land Use Policy, Elsevier, vol. 88(C).
    35. Sam Youl Lee & Richard Florida & Gary Gates, 2010. "Innovation, Human Capital, and Creativity," International Review of Public Administration, Taylor & Francis Journals, vol. 14(3), pages 13-24, January.
    36. Hongpeng Guo & Shuang Xu & Chulin Pan, 2020. "Measurement of the Spatial Complexity and Its Influencing Factors of Agricultural Green Development in China," Sustainability, MDPI, vol. 12(21), pages 1-18, November.
    37. Maciej Jagódka & Małgorzata Snarska, 2021. "The State of Human Capital and Innovativeness of Polish Voivodships in 2004–2018," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    38. Oluwatoba J Omotilewa & Jacob Ricker-Gilbert & John Herbert Ainembabazi, 2019. "Subsidies for Agricultural Technology Adoption: Evidence from a Randomized Experiment with Improved Grain Storage Bags in Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 753-772.
    39. Jianhua Ren & Hongzhen Lei & Haiyun Ren, 2022. "Livelihood Capital, Ecological Cognition, and Farmers’ Green Production Behavior," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
    40. Yuhua Ma & Tong Lin & Qifang Xiao, 2022. "The Relationship between Environmental Regulation, Green-Technology Innovation and Green Total-Factor Productivity—Evidence from 279 Cities in China," IJERPH, MDPI, vol. 19(23), pages 1-22, December.
    41. Qian, Xiangyan & Wang, Di & Wang, Jia & Chen, Sai, 2021. "Resource curse, environmental regulation and transformation of coal-mining cities in China," Resources Policy, Elsevier, vol. 74(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chengmin Li & Haoyu Deng & Guoxin Yu & Rong Kong & Jian Liu, 2024. "Impact Effects of Cooperative Participation on the Adoption Behavior of Green Production Technologies by Cotton Farmers and the Driving Mechanisms," Agriculture, MDPI, vol. 14(2), pages 1-25, January.
    2. Florentina-Cristina Merciu & Camelia Teodorescu, 2023. "Agricultural Citizen Science and Sustainable Regional Development," Agriculture, MDPI, vol. 13(6), pages 1-4, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xuezhen Xu & Fang Wang & Tao Xu & Sufyan Ullah Khan, 2023. "How Does Capital Endowment Impact Farmers’ Green Production Behavior? Perspectives on Ecological Cognition and Environmental Regulation," Land, MDPI, vol. 12(8), pages 1-27, August.
    2. Biao Hu & Kai Yuan & Tingyun Niu & Liang Zhang & Yuqiong Guan, 2022. "Study on the Spatial and Temporal Evolution Patterns of Green Innovation Efficiency and Driving Factors in Three Major Urban Agglomerations in China—Based on the Perspective of Economic Geography," Sustainability, MDPI, vol. 14(15), pages 1-28, July.
    3. Wang, Mingliang & Gong, Shunlong & Liang, Luyu & Bai, Li & Weng, Zhenlin & Tang, Jin, 2023. "Norms triumph over self-interest! The role of perceived values and different norms on sustainable agricultural practices," Land Use Policy, Elsevier, vol. 129(C).
    4. Chuantang Ren & Tao Wang & Yue Wang & Yizhen Zhang & Luwei Wang, 2023. "The Heterogeneous Effects of Formal and Informal Environmental Regulation on Green Technology Innovation—An Empirical Study of 284 Cities in China," IJERPH, MDPI, vol. 20(2), pages 1-17, January.
    5. Xiaoqi Li & Dingfei Guo & Chao Feng, 2022. "The Carbon Emissions Trading Policy of China: Does It Really Promote the Enterprises’ Green Technology Innovations?," IJERPH, MDPI, vol. 19(21), pages 1-15, November.
    6. Yaoyao Wang & Yuanpei Kuang, 2023. "Evaluation, Regional Disparities and Driving Mechanisms of High-Quality Agricultural Development in China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    7. Qi, Xiulin & Wu, Zhifang & Xu, Jinqing & Shan, Biaoan, 2023. "Environmental justice and green innovation: A quasi-natural experiment based on the establishment of environmental courts in China," Ecological Economics, Elsevier, vol. 205(C).
    8. Katsuhito Nohara, 2024. "Willingness to pay for pesticide-free vegetables in Hokkaido, Japan: the relationship between appearance and pesticide use," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
    9. Cai, Hechang & Wang, Zilong & Zhang, Zhiwen & Xu, Liuyang, 2023. "Does environmental regulation promote technology transfer? Evidence from a partially linear functional-coefficient panel model," Economic Modelling, Elsevier, vol. 124(C).
    10. Yaoxiaoxue Hong & Xianling Jiang & Beibei Shi & Chang Yu, 2022. "Do Fiscal Environmental Protection Expenditures Crowd Out Corporate Environmental Protection Investments?," Sustainability, MDPI, vol. 14(20), pages 1-23, October.
    11. Zihao Wu & Ye Wang, 2023. "Does Heterogeneous Environmental Regulation Induce Regional Green Economic Growth? Evidence from China," Sustainability, MDPI, vol. 15(12), pages 1-14, June.
    12. Zhuanlan Sun & Demi Zhu, 2023. "Investigating environmental regulation effects on technological innovation: A meta-regression analysis," Energy & Environment, , vol. 34(3), pages 463-492, May.
    13. Guo, Mengmeng & Wang, Huixin & Kuai, Yicheng, 2023. "Environmental regulation and green innovation: Evidence from heavily polluting firms in China," Finance Research Letters, Elsevier, vol. 53(C).
    14. Iwona Bąk & Katarzyna Cheba, 2022. "Green Transformation: Applying Statistical Data Analysis to a Systematic Literature Review," Energies, MDPI, vol. 16(1), pages 1-22, December.
    15. Mengling Tian & Ruifeng Liu & Jian Wang & Jiahao Liang & Yefan Nian & Hengyun Ma, 2023. "Impact of Environmental Values and Information Awareness on the Adoption of Soil Testing and Formula Fertilization Technology by Farmers—A Case Study Considering Social Networks," Agriculture, MDPI, vol. 13(10), pages 1-22, October.
    16. Xianghua Yue & Shikuan Zhao & Xin Ding & Long Xin, 2022. "How the Pilot Low-Carbon City Policy Promotes Urban Green Innovation: Based on Temporal-Spatial Dual Perspectives," IJERPH, MDPI, vol. 20(1), pages 1-20, December.
    17. Chuanjia Du & Chengjun Wang & Tao Feng, 2023. "The Impact of China’s National Sustainable Development Experimental Zone Policy on Energy Transition," Sustainability, MDPI, vol. 15(10), pages 1-21, May.
    18. Zhou, Xiaoxiao & Jia, Mengyu & Wang, Lu & Sharma, Gagan Deep & Zhao, Xin & Ma, Xiaowei, 2022. "Modelling and simulation of a four-group evolutionary game model for green innovation stakeholders: Contextual evidence in lens of sustainable development," Renewable Energy, Elsevier, vol. 197(C), pages 500-517.
    19. Xing Zhang & Jian Zhong & Huanfang Wang, 2023. "Does the Development of Digital Economy Affect Environmental Pollution?," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    20. Ye Tian & Qian Wan & Yao Tan, 2022. "Exploration on Inter-Relation of Environmental Regulation, Economic Structure, and Economic Growth: Provincial Evidence from China," Sustainability, MDPI, vol. 15(1), pages 1-23, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:13:y:2023:i:5:p:941-:d:1132273. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.