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China's Low-carbon city policy and manufacturing firms' servitization: Do environmental regulations matterʔ

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  • Zhang, Pengyang
  • Zhang, Shuo
  • Liu, Yu
  • Peng, Rui
  • Feng, Kuo

Abstract

Manufacturing servitization is an effective way to improve both environmental performance and economic benefits in developing countries. In this paper, we first propose the firm-level manufacturing servitization (FMS) measurement method. Then, based on Chinese firm-level data for 2000–2015, we take low-carbon city pilot (LCCP) policy implementation as a quasi-natural experiment to investigate the effect of low-carbon city governance on FMS. The propensity score matching-difference-in-differences (PSM-DID) model results indicate that the construction of LCCP policy could significantly improve FMS. In addition, we explain the promoting effect of low-carbon city governance on FMS by enhancing innovation intensity and promoting pollution factor substitution. Specifically, low-carbon city governance increases the innovation intensity of enterprises and promotes service factors as substitutes for other pollution production factors, changing the service factor input structure. Furthermore, by dynamically decomposing aggregate FMS growth, we found that LCCP policy generates a positive within-firm effect for surviving enterprises. However, the role of the resource reallocation effect has not been fully explored. Based on the findings, this study offers more theoretical backing and empirical substantiation for developing countries' pursuit of simultaneously achieving sustainability and economic growth under environmental regulations.

Suggested Citation

  • Zhang, Pengyang & Zhang, Shuo & Liu, Yu & Peng, Rui & Feng, Kuo, 2024. "China's Low-carbon city policy and manufacturing firms' servitization: Do environmental regulations matterʔ," Journal of Asian Economics, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:asieco:v:94:y:2024:i:c:s1049007824000885
    DOI: 10.1016/j.asieco.2024.101793
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    as
    1. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    2. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    3. Chao Wang & Yue‐Jun Zhang, 2020. "Does environmental regulation policy help improve green production performance? Evidence from China's industry," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(2), pages 937-951, March.
    4. Jens Matthias Arnold & Beata Javorcik & Molly Lipscomb & Aaditya Mattoo, 2016. "Services Reform and Manufacturing Performance: Evidence from India," Economic Journal, Royal Economic Society, vol. 126(590), pages 1-39, February.
    5. Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence [‘A model of growth through creative destruction’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 9-72.
    6. Yufei Wang & Qijiao Song & Jijiang He & Ye Qi, 2015. "Developing low-carbon cities through pilots," Climate Policy, Taylor & Francis Journals, vol. 15(sup1), pages 81-103, December.
    7. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    8. Wang, Zhen & Chu, Erming, 2024. "The path toward urban carbon neutrality: How does the low-carbon city pilot policy stimulate low-carbon technology?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 954-975.
    9. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    10. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    11. Zong, Yi & Gu, Guoda, 2022. "The threshold effect of manufacturing Servitization on carbon emission: An empirical analysis based on multinational panel data," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 353-364.
    12. Richard Baldwin & Tadashi Ito, 2021. "The smile curve: Evolving sources of value added in manufacturing," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(4), pages 1842-1880, November.
    13. Matthieu Crozet & Emmanuel Milet, 2017. "Should everybody be in services? The effect of servitization on manufacturing firm performance," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 820-841, December.
    14. Ouyang, Xiaoling & Fang, Xingming & Cao, Yan & Sun, Chuanwang, 2020. "Factors behind CO2 emission reduction in Chinese heavy industries: Do environmental regulations matter?," Energy Policy, Elsevier, vol. 145(C).
    15. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    16. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    17. Wolfgang Keller & Arik Levinson, 2002. "Pollution Abatement Costs and Foreign Direct Investment Inflows to U.S. States," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 691-703, November.
    18. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    19. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    20. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
    21. Wang, Jianlong & Wang, Weilong & Wu, Haitao & Liu, Yong, 2023. "Exploring the effects of manufacturing servitization on enterprise energy conservation and emissions reduction moderated by digital transformation," Energy Economics, Elsevier, vol. 122(C).
    22. repec:oup:ecpoli:v:18:y:2003:i:36:p:9-72 is not listed on IDEAS
    23. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    24. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    25. Randy Becker & Vernon Henderson, 2000. "Effects of Air Quality Regulations on Polluting Industries," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 379-421, April.
    26. Wang, En-Ze & Lee, Chien-Chiang, 2022. "The impact of clean energy consumption on economic growth in China: Is environmental regulation a curse or a blessing?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 39-58.
    27. Huo, Weidong & Qi, Jie & Yang, Tong & Liu, Jialu & Liu, Miaomiao & Zhou, Ziqi, 2022. "Effects of China's pilot low-carbon city policy on carbon emission reduction: A quasi-natural experiment based on satellite data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    28. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    29. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    30. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    31. Jing Xie & Qi Sun & Shaohong Wang & Xiaoping Li & Fei Fan, 2020. "Does Environmental Regulation Affect Export Quality? Theory and Evidence from China," IJERPH, MDPI, vol. 17(21), pages 1-23, November.
    32. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    33. Bai, Caiquan & Feng, Chen & Du, Kerui & Wang, Yuansheng & Gong, Yuan, 2020. "Understanding spatial-temporal evolution of renewable energy technology innovation in China: Evidence from convergence analysis," Energy Policy, Elsevier, vol. 143(C).
    34. Li, Hao & Zhao, Yuhuan & Qiao, Xiaoyong & Liu, Ya & Cao, Ye & Li, Yue & Wang, Song & Zhang, Zhonghua & Zhang, Yongfeng & Weng, Jianfeng, 2017. "Identifying the driving forces of national and regional CO2 emissions in China: Based on temporal and spatial decomposition analysis models," Energy Economics, Elsevier, vol. 68(C), pages 522-538.
    35. Michael Greenstone, 2002. "The Impacts of Environmental Regulations on Industrial Activity: Evidence from the 1970 and 1977 Clean Air Act Amendments and the Census of Manufactures," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1175-1219, December.
    36. Zhang, Dan & Zheng, Mingbo & Feng, Gen-Fu & Chang, Chun-Ping, 2022. "Does an environmental policy bring to green innovation in renewable energy?," Renewable Energy, Elsevier, vol. 195(C), pages 1113-1124.
    37. Sébastien Miroudot & Charles Cadestin, 2017. "Services In Global Value Chains: From Inputs to Value-Creating Activities," OECD Trade Policy Papers 197, OECD Publishing.
    38. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    39. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    40. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    41. Rymaszewska, Anna & Helo, Petri & Gunasekaran, Angappa, 2017. "IoT powered servitization of manufacturing – an exploratory case study," International Journal of Production Economics, Elsevier, vol. 192(C), pages 92-105.
    42. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    43. Wang, Ailun & Hu, Shuo & Li, Jianglong, 2021. "Does economic development help achieve the goals of environmental regulation? Evidence from partially linear functional-coefficient model," Energy Economics, Elsevier, vol. 103(C).
    44. Haltiwanger, John, 2011. "Firm dynamics and productivity growth," EIB Papers 5/2011, European Investment Bank, Economics Department.
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    More about this item

    Keywords

    Firm-level manufacturing servitization; Low-carbon city pilot policy; Innovation intensity; PSM-DID; Environmental regulation; Resource reallocation effect;
    All these keywords.

    JEL classification:

    • L53 - Industrial Organization - - Regulation and Industrial Policy - - - Enterprise Policy
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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