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Nonlinear Effects of Eco-Industrial Parks on Sulfur Dioxide and Carbon Dioxide Emissions—Estimation Based on Nonlinear DID

Author

Listed:
  • Qunfang Xu

    (Business School, Ningbo University, Ningbo 315211, China)

  • Kairui Cao

    (Business School, Ningbo University, Ningbo 315211, China)

  • Jiaying Dai

    (Business School, Ningbo University, Ningbo 315211, China)

  • Yuanyuan Zhu

    (Faculty of Foreign Languages, Ningbo University, Ningbo 315211, China)

  • Yue Dai

    (College of Education Science, Guiyang University, Guiyang 550081, China)

Abstract

Eco-industrial parks (EIPs) promote the coordination of economic development and environmental protection. This paper uses the nonlinear DID method, with the data of 288 cities spanning from 2003–2019, to study the nonlinear effects of EIPs on SO 2 and CO 2 emissions, aiming to portray the nonlinear and heterogeneous characteristics of EIP’s effects. Meanwhile, this paper examines the effects of EIPs more accurately and completely. The main results are as follows: 1. EIPs can significantly reduce CO 2 and SO 2 emissions, but there is significant heterogeneity between the effects. 2. The effect of EIPs on SO 2 and CO 2 emissions is nonlinear. In addition, it shows significant nonlinear characteristics as the change of foreign investment and population density in cities. Therefore, it is important to consider these nonlinear characteristics when establishing and evaluating EIPs. This paper accurately identifies the nonlinear effects of EIPs and provides some suggestions for the future development of EIPs.

Suggested Citation

  • Qunfang Xu & Kairui Cao & Jiaying Dai & Yuanyuan Zhu & Yue Dai, 2023. "Nonlinear Effects of Eco-Industrial Parks on Sulfur Dioxide and Carbon Dioxide Emissions—Estimation Based on Nonlinear DID," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:1988-:d:1042264
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    as
    1. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    2. Terasvirta, T & Anderson, H M, 1992. "Characterizing Nonlinearities in Business Cycles Using Smooth Transition Autoregressive Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages 119-136, Suppl. De.
    3. James Temitope Dada & Philip Akanni Olomola & Adebayo Adedokun, 2021. "Does non-linearity in exchange rate hold in Nigeria? evidence from smooth transition autoregressive model," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 14(2), pages 152-165.
    4. Song, Wenfei & Han, Xianfeng, 2022. "The bilateral effects of foreign direct investment on green innovation efficiency: Evidence from 30 Chinese provinces," Energy, Elsevier, vol. 261(PB).
    5. Jia, Ruining & Shao, Shuai & Yang, Lili, 2021. "High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach," Energy Economics, Elsevier, vol. 99(C).
    6. Huang, Junbing & Liu, Qiang & Cai, Xiaochen & Hao, Yu & Lei, Hongyan, 2018. "The effect of technological factors on China's carbon intensity: New evidence from a panel threshold model," Energy Policy, Elsevier, vol. 115(C), pages 32-42.
    7. Dick van Beers & Klaus Tyrkko & Alessandro Flammini & César Barahona & Christian Susan, 2020. "Results and Lessons Learned from Assessing 50 Industrial Parks in Eight Countries against the International Framework for Eco-Industrial Parks," Sustainability, MDPI, vol. 12(24), pages 1-33, December.
    8. Kairui Cao & Laiqun Jin & Yuanyuan Zhu & Zilong Nie & Hao Li, 2022. "Does China’s National Demonstration Eco-Industrial Park Reduce Carbon Dioxide and Sulfur Dioxide—A Study Based on the Upgrading and Transformation Process," IJERPH, MDPI, vol. 19(19), pages 1-19, October.
    9. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    10. Anestis Gourgiotis & Stella Sofia Kyvelou & Ioannis Lainas, 2021. "Industrial Location in Greece: Fostering Green Transition and Synergies between Industrial and Spatial Planning Policies," Land, MDPI, vol. 10(3), pages 1-31, March.
    11. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    12. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    13. Wang, Yanan & Yin, Shiwen & Fang, Xiaoli & Chen, Wei, 2022. "Interaction of economic agglomeration, energy conservation and emission reduction: Evidence from three major urban agglomerations in China," Energy, Elsevier, vol. 241(C).
    14. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    15. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
    16. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    17. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    18. Li Song & Xiaoliang Zhou, 2021. "Does the Green Industry Policy Reduce Industrial Pollution Emissions?—Evidence from China’s National Eco-Industrial Park," Sustainability, MDPI, vol. 13(11), pages 1-22, June.
    19. Li, Xuehui & Xu, Yangyang & Yao, Xin, 2021. "Effects of industrial agglomeration on haze pollution: A Chinese city-level study," Energy Policy, Elsevier, vol. 148(PA).
    20. Li, Kunming & Fang, Liting & He, Lerong, 2019. "How population and energy price affect China's environmental pollution?," Energy Policy, Elsevier, vol. 129(C), pages 386-396.
    21. Rahman, Mohammad Mafizur & Alam, Khosrul, 2021. "Clean energy, population density, urbanization and environmental pollution nexus: Evidence from Bangladesh," Renewable Energy, Elsevier, vol. 172(C), pages 1063-1072.
    22. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    23. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    24. Qian Wang & Zhuoya Du & Boyu Wang & Yung‐ho Chiu & Tzu‐Han Chang, 2022. "Environmental regulation and foreign direct investment attractiveness: Evidence from China provinces," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 899-917, May.
    25. Yanyun Li & Faqin Lin & Wenxiao Wang, 2022. "Environmental regulation and inward foreign direct investment: Evidence from the eleventh Five‐Year Plan in China," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 684-707, July.
    26. Zeng, Douglas Zhihua & Cheng, Lei & Shi, Lei & Luetkenhorst, Wilfried, 2021. "China’s green transformation through eco-industrial parks," World Development, Elsevier, vol. 140(C).
    27. Junming Zhu & Chengming Fan & Haijia Shi & Lei Shi, 2019. "Efforts for a Circular Economy in China: A Comprehensive Review of Policies," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 110-118, February.
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    Cited by:

    1. Xiaoyu He & Bo Li, 2023. "A Study on the Influence of Green Industrial Policy on Urban Green Development: Based on the Empirical Data of Ecological Industrial Park Pilot Construction," Sustainability, MDPI, vol. 15(13), pages 1-29, June.

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