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Impact of New and Old Driving Force Conversion on Air Quality: Empirical Analysis Based on RDD

Author

Listed:
  • Yan Zhu

    (School of Public Administration and Policy, Shandong University of Finance and Economics, Jinan 250014, China)

  • Hongfeng Zhang

    (School of Public Administration and Policy, Shandong University of Finance and Economics, Jinan 250014, China)

  • Xu He

    (School of Economics, Shandong University of Finance and Economics, Jinan 250014, China)

Abstract

This paper evaluates the impact of the conversion of new and old driving forces of economic growth on air quality. Based on the policy shock of the establishment of the Shandong pilot zone, this paper took the monthly air quality index (AQI) as a measurement indicator and adopted the Regression Discontinuity Design (RDD) method. It was found that the conversion of new and old driving forces significantly improved air quality, and this effect was still robust for different bandwidths. The examination of individual pollutants revealed that the improvement in air quality (AQI) came mainly from the reduction in the levels of five pollutants in the air: PM 2.5 , PM 10 , SO 2 , CO, and NO 2 . Moreover, through the convergence analysis, it was found that the air pollution governance effect of the conversion of new and old driving forces had significant β convergence characteristics. The convergence characteristics were still robust even considering control variables and spatial factors, thus indicating that the conversion of new and old driving forces had a synergistic governance effect on air pollution control.

Suggested Citation

  • Yan Zhu & Hongfeng Zhang & Xu He, 2023. "Impact of New and Old Driving Force Conversion on Air Quality: Empirical Analysis Based on RDD," Sustainability, MDPI, vol. 15(4), pages 1-12, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:3183-:d:1063141
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    References listed on IDEAS

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    1. Bugni, Federico A. & Canay, Ivan A., 2021. "Testing continuity of a density via g-order statistics in the regression discontinuity design," Journal of Econometrics, Elsevier, vol. 221(1), pages 138-159.
    2. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    3. Shen, Yuxin & Xu, Hanwen & Yu, Shuangli & Xu, Wei & Shen, Yongjian, 2022. "Air pollution and tax avoidance: New evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 402-420.
    4. Jihai Yu & Lung-Fei Lee, 2012. "Convergence: A Spatial Dynamic Panel Data Approach," Global Journal of Economics (GJE), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-36.
    5. Viard, V. Brian & Fu, Shihe, 2015. "The effect of Beijing's driving restrictions on pollution and economic activity," Journal of Public Economics, Elsevier, vol. 125(C), pages 98-115.
    6. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    7. Yunpeng Luo & Huai Chen & Qiu'an Zhu & Changhui Peng & Gang Yang & Yanzheng Yang & Yao Zhang, 2014. "Relationship between Air Pollutants and Economic Development of the Provincial Capital Cities in China during the Past Decade," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-14, August.
    8. Buehn, Andreas & Farzanegan, Mohammad Reza, 2013. "Hold your breath: A new index of air pollution," Energy Economics, Elsevier, vol. 37(C), pages 104-113.
    9. Qi Zou & Jinhui Zhao & Yingying Sun & Chao He & Zhouxiang Zhang, 2022. "Interprovincial Differences in Air Pollution in the Background of China’s Carbon Neutrality Target," Sustainability, MDPI, vol. 14(10), pages 1-14, May.
    10. Fu, Shihe & Viard, V. Brian & Zhang, Peng, 2022. "Trans-boundary air pollution spillovers: Physical transport and economic costs by distance," Journal of Development Economics, Elsevier, vol. 155(C).
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