IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i5p4673-d1089167.html
   My bibliography  Save this article

The Effect of Industrial Structure Upgrading and Human Capital Structure Upgrading on Green Development Efficiency—Based on China’s Resource-Based Cities

Author

Listed:
  • Wanfang Shen

    (Shandong Key Laboratory of Blockchain Finance, Shandong University of Finance and Economics, Jinan 250014, China
    Joint Research Center for Decision Making and Evaluation, Shandong University of Finance and Economics, Jinan 250002, China)

  • Yufei Liu

    (School of Mathematics and Quantitative Economics, Shandong University of Finance and Economics, Jinan 250002, China)

  • Xiaowen Liu

    (Credit Card Center of China Minsheng Banking Corporation Limited, Beijing 100071, China)

  • Jianing Shi

    (School of Mathematics and Quantitative Economics, Shandong University of Finance and Economics, Jinan 250002, China)

  • Wenbin Liu

    (Division of Business and Management, Beijing Normal University-Hong Kong Baptist University United International College, Zhuhai 519087, China)

  • Chengye Liu

    (Institute of Automation, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250014, China
    Key Laboratory of UWB & THz of Shandong Academy of Sciences, Shandong Academy of Sciences, Jinan 250014, China)

Abstract

Green development is crucial to global natural resource conservation, environmental improvement and sustainable development. Furthermore, resource-based cities’ green development is more challenging compared with that of other types of cities. On such basis, it is a necessity to understand the green development level of such cities. Therefore, we introduce green development efficiency (GDE), which is a key indicator for measuring green development. This paper takes China’s 112 resource-based cities during 2010–2019 as its research object, and examines their GDE using the Super-SBM-Undesirable model. Moreover, industrial structure upgrading (ISU) and human capital structure upgrading (HCSU) have important implications for green development. To further explore the influence of ISU and HCSU on GDE, this paper employs a fixed effect model, an interaction effect model and a threshold model. Finally, considering the differences between different resource-based cities, the heterogeneity of ISU and HSCU on GDE in four types of China’s resource-based cities is also explored. It is found that (1) although GDE is on the track of steady improvement, the overall GDE was still relatively low during 2010–2019, with an average GDE of about 0.8; (2) ISU, HCSU and their interaction can promote GDE in resource-based cities and with the intensity of industrial structure increasing, the interaction effect of ISU and HSCU on GDE in resource-based cities shifts from positive to negative; (3) there exists heterogeneity in the direct effect and interaction effect of ISU and HCSU among four types of resource-based cities (i.e., mature cities, growing cities, declining cities and regenerating cities). Our findings offer a data reference for the green and sustainable development of China’s resource-based cities, and also a method reference for other countries’ resource-based cities.

Suggested Citation

  • Wanfang Shen & Yufei Liu & Xiaowen Liu & Jianing Shi & Wenbin Liu & Chengye Liu, 2023. "The Effect of Industrial Structure Upgrading and Human Capital Structure Upgrading on Green Development Efficiency—Based on China’s Resource-Based Cities," Sustainability, MDPI, vol. 15(5), pages 1-26, March.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:5:p:4673-:d:1089167
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/5/4673/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/5/4673/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Qing Yang & Xingzi Wan & Huimin Ma, 2015. "Assessing Green Development Efficiency of Municipalities and Provinces in China Integrating Models of Super-Efficiency DEA and Malmquist Index," Sustainability, MDPI, vol. 7(4), pages 1-19, April.
    2. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Institutions and the Resource Curse," Economic Journal, Royal Economic Society, vol. 116(508), pages 1-20, January.
    3. Huang, Shi-Zheng, 2022. "Do green financing and industrial structure matter for green economic recovery? Fresh empirical insights from Vietnam," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 61-73.
    4. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    5. Zhu, Bangzhu & Zhang, Mengfan & Zhou, Yanhua & Wang, Ping & Sheng, Jichuan & He, Kaijian & Wei, Yi-Ming & Xie, Rui, 2019. "Exploring the effect of industrial structure adjustment on interprovincial green development efficiency in China: A novel integrated approach," Energy Policy, Elsevier, vol. 134(C).
    6. Justin Yifu Lin, 2012. "New Structural Economics : A Framework for Rethinking Development and Policy," World Bank Publications - Books, The World Bank Group, number 2232.
    7. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Cursed by Resources or Institutions?," The World Economy, Wiley Blackwell, vol. 29(8), pages 1117-1131, August.
    8. Joyeeta Gupta & Courtney Vegelin, 2016. "Sustainable development goals and inclusive development," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 16(3), pages 433-448, June.
    9. Xiao, Huijuan & Wang, Daoping & Qi, Yu & Shao, Shuai & Zhou, Ya & Shan, Yuli, 2021. "The governance-production nexus of eco-efficiency in Chinese resource-based cities: A two-stage network DEA approach," Energy Economics, Elsevier, vol. 101(C).
    10. Ruan, Fangli & Yan, Liang & Wang, Dan, 2021. "Policy effects on the sustainable development of resource-based cities in China: A case study of Yichun City," Resources Policy, Elsevier, vol. 72(C).
    11. Shao, Shuai & Zhang, Yan & Tian, Zhihua & Li, Ding & Yang, Lili, 2020. "The regional Dutch disease effect within China: A spatial econometric investigation," Energy Economics, Elsevier, vol. 88(C).
    12. Francesco Caselli & Wilbur John Coleman II, 2001. "The U.S. Structural Transformation and Regional Convergence: A Reinterpretation," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 584-616, June.
    13. W. Liu & W. Meng & X. Li & D. Zhang, 2010. "DEA models with undesirable inputs and outputs," Annals of Operations Research, Springer, vol. 173(1), pages 177-194, January.
    14. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    15. Mei Gai & Xiuqi Wang & Changli Qi, 2020. "Spatiotemporal Evolution and Influencing Factors of Ecological Civilization Construction in China," Complexity, Hindawi, vol. 2020, pages 1-14, October.
    16. Shao, Shuai & Yang, Lili, 2014. "Natural resource dependence, human capital accumulation, and economic growth: A combined explanation for the resource curse and the resource blessing," Energy Policy, Elsevier, vol. 74(C), pages 632-642.
    17. Yu, Jing & Zhang, Zhongjun & Zhou, Yifan, 2008. "The sustainability of China's major mining cities," Resources Policy, Elsevier, vol. 33(1), pages 12-22, March.
    18. Li, Huijuan & Long, Ruyin & Chen, Hong, 2013. "Economic transition policies in Chinese resource-based cities: An overview of government efforts," Energy Policy, Elsevier, vol. 55(C), pages 251-260.
    19. 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.
    20. Yilanci, Veli & Aslan, Murat & Ozgur, Onder, 2021. "Disaggregated analysis of the curse of natural resources in most natural resource-abundant countries," Resources Policy, Elsevier, vol. 71(C).
    21. Wanfang Shen & Jianing Shi & Qinggang Meng & Xiaolan Chen & Yufei Liu & Ken Cheng & Wenbin Liu, 2022. "Influences of Environmental Regulations on Industrial Green Technology Innovation Efficiency in China," Sustainability, MDPI, vol. 14(8), pages 1-25, April.
    22. Xu, Jin-Jin & Wang, Hai-Jie & Tang, Kai, 2022. "The sustainability of industrial structure on green eco-efficiency in the Yellow River Basin," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 775-788.
    23. Lu, Xin-hai & Jiang, Xu & Gong, Meng-qi, 2020. "How land transfer marketization influence on green total factor productivity from the approach of industrial structure? Evidence from China," Land Use Policy, Elsevier, vol. 95(C).
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Xinyu Zhang & Yuling Hou & Kaiwen Geng, 2024. "Environmental Regulation, Green Technology Innovation, and Industrial Green Transformation: Empirical Evidence from a Developing Economy," Sustainability, MDPI, vol. 16(16), pages 1-16, August.

    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. Xiao, Huijuan & Wang, Daoping & Qi, Yu & Shao, Shuai & Zhou, Ya & Shan, Yuli, 2021. "The governance-production nexus of eco-efficiency in Chinese resource-based cities: A two-stage network DEA approach," Energy Economics, Elsevier, vol. 101(C).
    2. Li, Qiangyi & Zeng, Fu'e & Liu, Shaohui & Yang, Mian & Xu, Fei, 2021. "The effects of China's sustainable development policy for resource-based cities on local industrial transformation," Resources Policy, Elsevier, vol. 71(C).
    3. Sun, Xiaohua & Ren, Junlin & Wang, Yun, 2022. "The impact of resource taxation on resource curse: Evidence from Chinese resource tax policy," Resources Policy, Elsevier, vol. 78(C).
    4. Shao, Shuai & Zhang, Xuebin & Yang, Lili, 2023. "Natural resource dependence and urban shrinkage: The role of human capital accumulation," Resources Policy, Elsevier, vol. 81(C).
    5. Zheng, Heyun & Ge, Liming, 2022. "Carbon emissions reduction effects of sustainable development policy in resource-based cities from the perspective of resource dependence: Theory and Chinese experience," Resources Policy, Elsevier, vol. 78(C).
    6. Eslamloueyan, Karim & Jafari, Mahbubeh, 2021. "Do high human capital and strong institutions make oil-rich developing countries immune to the oil curse?," Energy Policy, Elsevier, vol. 158(C).
    7. Atangana Ondoa, Henri & Nyebe Andela, Berthe, 2023. "Are natural resources a blessing or a curse for scientific and technical research in Africa?," Resources Policy, Elsevier, vol. 85(PA).
    8. Fan, Meiting & Li, Mengxu & Liu, Jianghua & Shao, Shuai, 2022. "Is high natural resource dependence doomed to low carbon emission efficiency? Evidence from 283 cities in China," Energy Economics, Elsevier, vol. 115(C).
    9. Ozcan, Burcu & Temiz, Mehmet & Gültekin Tarla, Esma, 2023. "The resource curse phenomenon in the case of precious metals: A panel evidence from top 19 exporting countries," Resources Policy, Elsevier, vol. 81(C).
    10. Tadadjeu, Sosson & Njangang, Henri & Asongu, Simplice A. & Kamguia, Brice, 2023. "Natural resources, child mortality and governance quality in African countries," Resources Policy, Elsevier, vol. 83(C).
    11. Zhu, Junpeng & Lin, Boqiang, 2022. "Resource dependence, market-oriented reform, and industrial transformation: Empirical evidence from Chinese cities," Resources Policy, Elsevier, vol. 78(C).
    12. Li, Mengxu & Liu, Jianghua & Chen, Yang & Yang, Zhijiu, 2023. "Can sustainable development strategy reduce income inequality in resource-based regions? A natural resource dependence perspective," Resources Policy, Elsevier, vol. 81(C).
    13. Khan, Zeeshan & Hussain, Muzzammil & Shahbaz, Muhammad & Yang, Siqun & Jiao, Zhilun, 2020. "Natural resource abundance, technological innovation, and human capital nexus with financial development: A case study of China," Resources Policy, Elsevier, vol. 65(C).
    14. Fan Wang & Lili Feng & Jin Li & Lin Wang, 2020. "Environmental Regulation, Tenure Length of Officials, and Green Innovation of Enterprises," IJERPH, MDPI, vol. 17(7), pages 1-16, March.
    15. Muhammad Sohail Amjad Makhdum & Muhammad Usman & Rakhshanda Kousar & Javier Cifuentes-Faura & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "How Do Institutional Quality, Natural Resources, Renewable Energy, and Financial Development Reduce Ecological Footprint without Hindering Economic Growth Trajectory? Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
    16. Yu, Xiang, 2023. "An assessment of the green development efficiency of industrial parks in China: Based on non-desired output and non-radial DEA model," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 81-88.
    17. Yilanci, Veli & Aslan, Murat & Ozgur, Onder, 2021. "Disaggregated analysis of the curse of natural resources in most natural resource-abundant countries," Resources Policy, Elsevier, vol. 71(C).
    18. Maria Savona, 2021. "Revisiting High Development Theory to Explain Upgrading Prospects in Business Services Global Value Chains," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(2), pages 206-226, April.
    19. Ongo Nkoa, Bruno Emmanuel & Tadadjeu, Sosson & Njangang, Henri, 2023. "Rich in the dark: Natural resources and energy poverty in Sub-Saharan Africa," Resources Policy, Elsevier, vol. 80(C).
    20. Janus, Thorsten, 2024. "Does export underreporting contribute to the resource curse?," World Development, Elsevier, vol. 181(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:jsusta:v:15:y:2023:i:5:p:4673-:d:1089167. 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.