IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i5p3860-d1076172.html
   My bibliography  Save this article

Rural Industrial Integration’s Impact on Agriculture GTFP Growth: Influence Mechanism and Empirical Test Using China as an Example

Author

Listed:
  • Yafei Wang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Huanhuan Huang

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Jing Liu

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Jin Ren

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Tingting Gao

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

  • Xinrui Chen

    (School of Economics and Management, Chongqing Normal University, Chongqing 401331, China)

Abstract

Agricultural carbon emission is an significant cause of global climate change and many environmental and health problems. Achieving low-carbon and green development in agriculture is not only an inevitable choice for countries around the world to cope with climate change and the accompanying environmental and health problems, but also a necessary path for the sustainable development of global agriculture. The promotion of rural industrial integration is a practical way to realize sustainable agricultural growth and urban–rural integration development. The analysis framework of agriculture GTFP is creatively extended in this study to include the integration and growth of rural industries, rural human capital investment and rural land transfer. According to the sample data of 30 provinces in China from 2011 to 2020 and the systematic GMM estimation method, and through the combination of theoretical analysis and empirical testing, this paper discusses the influence mechanism of rural industrial integration development on agriculture GTFP growth, as well as the regulating role of rural human capital investment and rural land transfer. The results show that rural industrial integration has significantly promoted the growth of agriculture GTFP. Additionally, after decomposing agriculture GTFP into the agricultural green technology progress index and agricultural green technology efficiency index, it is found that rural industrial integration has a more obvious role in promoting agricultural green technology progress. Furthermore, quantile regression found that with the increase in agricultural GTFP, the promoting effect of rural industrial integration showed an “inverted U-shaped” feature. Through heterogeneity testing, it is found that the agriculture GTFP growth effect of rural industrial integration is more obvious in areas with high level of rural industrial integration. Additionally, as the nation places more and more focus on rural industrial integration, the promotion role of rural industrial integration has become more and more obvious. The moderating effect test showed that health, education and training, migration of rural human capital investment and rural land transfer all strengthened the promoting effect of rural industrial integration on agricultural GTFP growth to varying degrees. This study provides rich policy insights for China and other developing countries around the world to address global climate change and many related environmental and monitoring issues by developing rural industrial integration, strengthening rural human capital investment and promoting agricultural land transfer to achieve sustainable agricultural growth and reduce undesirable output outputs such as agricultural carbon emissions.

Suggested Citation

  • Yafei Wang & Huanhuan Huang & Jing Liu & Jin Ren & Tingting Gao & Xinrui Chen, 2023. "Rural Industrial Integration’s Impact on Agriculture GTFP Growth: Influence Mechanism and Empirical Test Using China as an Example," IJERPH, MDPI, vol. 20(5), pages 1-21, February.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:3860-:d:1076172
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/5/3860/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/5/3860/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Xiujuan Tian & Manhua Wu & Lin Ma & Ning Wang, 2020. "Rural finance, scale management and rural industrial integration," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 349-365, January.
    3. Baek, Jungho, 2016. "A new look at the FDI–income–energy–environment nexus: Dynamic panel data analysis of ASEAN," Energy Policy, Elsevier, vol. 91(C), pages 22-27.
    4. Xiujuan Tian & Manhua Wu & Lin Ma & Ning Wang, 2020. "Rural finance, scale management and rural industrial integration," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(2), pages 349-365, January.
    5. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    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. Yiming Li & Liru Bai, 2024. "Analyzing Green Growth Efficiency in China and Investigating the Spatial Effects of Fiscal Decentralization: Case Study of Prefecture-Level Cities," Sustainability, MDPI, vol. 16(8), pages 1-28, April.
    2. Zepu Zhang & Chen Sun & Jing Wang, 2023. "How Can the Digital Economy Promote the Integration of Rural Industries—Taking China as an Example," Agriculture, MDPI, vol. 13(10), pages 1-21, October.
    3. Yichi Lai & Hao Yang & Feng Qiu & Zixin Dang & Yihan Luo, 2023. "Can Rural Industrial Integration Alleviate Agricultural Non-Point Source Pollution? Evidence from Rural China," Agriculture, MDPI, vol. 13(7), pages 1-18, July.

    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. Han Zhang & Dongli Wu, 2023. "The Impact of Rural Industrial Integration on Agricultural Green Productivity Based on the Contract Choice Perspective of Farmers," Agriculture, MDPI, vol. 13(9), pages 1-20, September.
    2. Weixiang Zhao & Yankun Xu, 2022. "Public Expenditure and Green Total Factor Productivity: Evidence from Chinese Prefecture-Level Cities," IJERPH, MDPI, vol. 19(9), pages 1-27, May.
    3. Chan, Sok-Gee & Koh, Eric H.Y. & Zainir, Fauzi & Yong, Chen-Chen, 2015. "Market structure, institutional framework and bank efficiency in ASEAN 5," Journal of Economics and Business, Elsevier, vol. 82(C), pages 84-112.
    4. Chen, George S. & Yao, Yao & Malizard, Julien, 2017. "Does foreign direct investment crowd in or crowd out private domestic investment in China? The effect of entry mode," Economic Modelling, Elsevier, vol. 61(C), pages 409-419.
    5. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
    6. Nguyen, Van Bon, 2021. "The Difference in the FDI - CO2 Emissions Relationship between Developed and Developing Countries: Empirical Evidence Based on Institutional Perspective," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 62(2), pages 124-140, December.
    7. Gantian Zheng & Weiwei Wang & Chang Jiang & Fan Jiang, 2023. "Can Rural Industrial Convergence Improve the Total Factor Productivity of Agricultural Environments: Evidence from China," Sustainability, MDPI, vol. 15(23), pages 1-20, November.
    8. Wang, Yafei & Liao, Meng & Wang, Yafei & Xu, Lixiao & Malik, Arunima, 2021. "The impact of foreign direct investment on China's carbon emissions through energy intensity and emissions trading system," Energy Economics, Elsevier, vol. 97(C).
    9. Yang Liu & Yanlin Yang & Shuang Zheng & Lei Xiao & Hongjie Gao & Hechen Lu, 2022. "Dynamic Impact of Technology and Finance on Green Technology Innovation Efficiency: Empirical Evidence from China’s Provinces," IJERPH, MDPI, vol. 19(8), pages 1-17, April.
    10. Qian, Zongxin & Tu, Yonghong & Zhou, Zinan, 2022. "The impact of financial development on the income and consumption levels of China’s rural residents," Journal of Asian Economics, Elsevier, vol. 83(C).
    11. Yiqin Hu & Huyue Yu & Qiaoyu Chen, 2023. "Digitalization Driving High-Quality Converged Development of Rural Primary, Secondary, and Tertiary Industries: Mechanisms, Effects, and Paths," Sustainability, MDPI, vol. 15(15), pages 1-23, July.
    12. Wei Qian & Yongsheng Wang, 2022. "How Do Rising Labor Costs Affect Green Total Factor Productivity? Based on the Industrial Intelligence Perspective," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    13. Tifang Ye & Hao Zheng & Xiangyu Ge & Keling Yang, 2021. "Pathway of Green Development of Yangtze River Economics Belt from the Perspective of Green Technological Innovation and Environmental Regulation," IJERPH, MDPI, vol. 18(19), pages 1-26, October.
    14. Lei, Ming & Yin, Zihan & Yu, Xiaowen & Deng, Shijie, 2017. "Carbon-weighted economic development performance and driving force analysis: Evidence from China," Energy Policy, Elsevier, vol. 111(C), pages 179-192.
    15. Huiling Liu & Jianhua Zhang & Hongyun Huang & Haitao Wu & Yu Hao, 2023. "Environmental good exports and green total factor productivity: Lessons from China," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1681-1703, June.
    16. Wang, Xinbin & Wang, Zilong & Wang, Rong, 2023. "Does green economy contribute towards COP26 ambitions? Exploring the influence of natural resource endowment and technological innovation on the growth efficiency of China's regional green economy," Resources Policy, Elsevier, vol. 80(C).
    17. Xiaowenxu Yue & Yanyan Li & Li Zhou, 2023. "The Impact of Empowerment Practice on the Rural Collective Economy: Empirical Evidence from Rural Communities in China," Land, MDPI, vol. 12(4), pages 1-20, April.
    18. Yanwei Lyu & Jinning Zhang & Lingli Wang & Fei Yang & Yu Hao, 2022. "Towards a win‐win situation for innovation and sustainable development: The role of environmental regulation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1703-1717, December.
    19. Jianhuan Huang & Yantuan Yu & Chunbo Ma, 2018. "Energy Efficiency Convergence in China: Catch-Up, Lock-In and Regulatory Uniformity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 107-130, May.
    20. Ben Lahouel, Béchir & Taleb, Lotfi & Ben Zaied, Younes & Managi, Shunsuke, 2022. "Does primary stakeholder management improve competitiveness? A dynamic network non-parametric frontier approach," Economic Modelling, Elsevier, vol. 116(C).

    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:jijerp:v:20:y:2023:i:5:p:3860-:d:1076172. 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.