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Evaluating the Economic Performance of Park City Policy—Based on the Penalized Version of Synthetic Control Method

Author

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  • Lingxiang Huang

    (School of Economics and Management, Tianjin Chengjian University, Tianjin 300384, China)

  • Jianyuan Zhang

    (School of Economics and Management, Tianjin Chengjian University, Tianjin 300384, China)

  • Xiang Wang

    (School of Economics and Management, Tianjin Chengjian University, Tianjin 300384, China)

  • Zhu Chen

    (School of Economics and Management, Tianjin Chengjian University, Tianjin 300384, China)

Abstract

Park city policy is an exploration of the construction of urban ecological civilization under the background of the new era of China. The evaluation of the economic performance is an important step to improve and popularize this policy. The article takes the implementation of the policy in Chengdu, China, as a quasi-natural experiment and adopts the penalized version of a synthetic control method to evaluate the economic performance of the policy. Firstly, the results show that park city policy improves economic performance by prompting the aggregation of labor factors and innovators, optimizing the structure of the local industries, and bringing an investment multiplier effect. Secondly, by establishing the control group, the penalized version of the synthetic control method is effective in overcoming the endogeneity and evaluating the economic performance of the policy. Thirdly, park city policy has significantly positive effects on both the economy and the industrial structure of Chengdu. Based on the result, the related suggestions are proposed.

Suggested Citation

  • Lingxiang Huang & Jianyuan Zhang & Xiang Wang & Zhu Chen, 2025. "Evaluating the Economic Performance of Park City Policy—Based on the Penalized Version of Synthetic Control Method," Sustainability, MDPI, vol. 17(8), pages 1-18, April.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:8:p:3474-:d:1633966
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    1. Almas Heshmati & Biwei Su, 2013. "Development and Sources of Labor Productivity in Chinese Provinces," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 2(02), pages 1-30.
    2. Eli Ben-Michael & Avi Feller & Jesse Rothstein, 2021. "The Augmented Synthetic Control Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1789-1803, October.
    3. Travis St. Clair & Thomas D. Cook, 2015. "Difference-in-Differences Methods in Public Finance," Mathematica Policy Research Reports f0eca79db83a410d9d45f4329, Mathematica Policy Research.
    4. Xiaoxia Wang & Wenkai Sun, 2014. "Discrepancy between Registered and Actual Unemployment Rates in China: An Investigation in Provincial Capital Cities," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 22(4), pages 40-59, July.
    5. Yiqing Su & Huan Xu & Xiaoting Zhang, 2024. "How Can Public Spaces Contribute to Increased Incomes for Urban Residents—A Social Capital Perspective," Land, MDPI, vol. 13(7), pages 1-24, June.
    6. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    7. Antonios Kolimenakis & Alexandra D. Solomou & Nikolaos Proutsos & Evangelia V. Avramidou & Evangelia Korakaki & Georgios Karetsos & Georgios Maroulis & Eleftherios Papagiannis & Konstantinia Tsagkari, 2021. "The Socioeconomic Welfare of Urban Green Areas and Parks; A Literature Review of Available Evidence," Sustainability, MDPI, vol. 13(14), pages 1-26, July.
    8. Chen, Qiang & Yan, Guanpeng, 2023. "A mixed placebo test for synthetic control method," Economics Letters, Elsevier, vol. 224(C).
    9. Yongyu Qu & Hongzhen Ni & Jing Zhao & Genfa Chen & Changshun Liu, 2022. "Quantitative Analysis of the Impact of Ecological Industry and Ecological Investment on the Economy: A Case Study of Beijing, China," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    10. Yangyang Zhong & Yilin Zhong & Longpeng Zhang & Zhiwei Tang, 2024. "The Path to Urban Sustainability: Urban Intelligent Transformation and Green Development—Evidence from 286 Cities in China," Sustainability, MDPI, vol. 16(23), pages 1-32, November.
    11. Wei, Zheng & Hao, Rui, 2010. "Demographic structure and economic growth: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 38(4), pages 472-491, December.
    12. Travis St. Clair & Thomas D. Cook, 2015. "Difference-in-Differences Methods in Public Finance," National Tax Journal, National Tax Association;National Tax Journal, vol. 68(2), pages 319-338, June.
    13. Nadiri, M Ishaq & Mamuneas, Theofanis P, 1994. "The Effects of Public Infrastructure and R&D Capital on the Cost Structure and Performance of U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 22-37, February.
    14. Romain Duval & Lukas Vogel, 2008. "Economic resilience to shocks: The role of structural policies," OECD Journal: Economic Studies, OECD Publishing, vol. 2008(1), pages 1-38.
    15. Qin, Duo & Cagas, Marie Anne & Quising, Pilipinas & He, Xin-Hua, 2006. "How much does investment drive economic growth in China?," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 751-774, October.
    16. Chenggang Wang, 2022. "Green Technology Innovation, Energy Consumption Structure and Sustainable Improvement of Enterprise Performance," Sustainability, MDPI, vol. 14(16), pages 1-21, August.
    17. Alberto Abadie & Jérémy L’Hour, 2021. "A Penalized Synthetic Control Estimator for Disaggregated Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1817-1834, October.
    18. Sueyoshi, Toshiyuki & Aoki, Shingo, 2001. "A use of a nonparametric statistic for DEA frontier shift: the Kruskal and Wallis rank test," Omega, Elsevier, vol. 29(1), pages 1-18, February.
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    1. Conghe Peng & Leichang Huang & Lixin Yang & Yu Li & Weikang Zhang, 2025. "Spatiotemporal Evolution of Land-Use Landscape Patterns Under Park City Construction: A GIS-Based Case Study of Shenyang’s Main Urban Area (2000–2020)," Sustainability, MDPI, vol. 17(16), pages 1-33, August.

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