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Statistical Measurements and Club Effects of High-Quality Development in Chinese Manufacturing

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Listed:
  • Chunyan Lin

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

  • Wen Qiao

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

Abstract

Advanced manufacturing is the pillar for building a modern economic system. We measured the level of high-quality development of manufacturing (HQDM) in China, and found that it has gone through the three stages of expansion, cultivation, and promotion. Spatially, it is characterized as “high in the east, low in the west” and “fast in the west, slow in the east”, and presents non-equilibrium characteristics. To overcome the subjective bias introduced by artificially set clubs, we utilize a data-driven nonlinear time-varying factor model for clustering into four convergent clubs, where provinces with higher intensity of environmental regulation and environmental preference tend to move closer to the clubs with a higher level of HQDM. We reveal the convergence patterns and regional differences in HQDM, which provides a new perspective for determining the trends of high-quality manufacturing development, thus allowing for policy recommendations targeted at narrowing the manufacturing development gap.

Suggested Citation

  • Chunyan Lin & Wen Qiao, 2022. "Statistical Measurements and Club Effects of High-Quality Development in Chinese Manufacturing," IJERPH, MDPI, vol. 19(23), pages 1-22, December.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:23:p:16228-:d:993272
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    References listed on IDEAS

    as
    1. Zhu, Junpeng & Lin, Boqiang, 2020. "Convergence analysis of city-level energy intensity in China," Energy Policy, Elsevier, vol. 139(C).
    2. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    3. Valerio Mendoza, Octasiano Miguel & Borsi, Mihály Tamás & Comim, Flavio, 2022. "Human capital dynamics in China: Evidence from a club convergence approach," Journal of Asian Economics, Elsevier, vol. 79(C).
    4. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    5. 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).
    6. Bartkowska, Monika & Riedl, Aleksandra, 2012. "Regional convergence clubs in Europe: Identification and conditioning factors," Economic Modelling, Elsevier, vol. 29(1), pages 22-31.
    7. C. Cindy Fan & Allen J. Scott, 2003. "Industrial Agglomeration and Development: A Survey of Spatial Economic Issues in East Asia and a Statistical Analysis of Chinese Regions," Economic Geography, Taylor & Francis Journals, vol. 79(3), pages 295-319, July.
    8. Decai Tang & Luxia Wang & Brandon J. Bethel, 2021. "An Evaluation of the Yangtze River Economic Belt Manufacturing Industry Level of Intelligentization and Influencing Factors: Evidence from China," Sustainability, MDPI, vol. 13(16), pages 1-14, August.
    9. Chen, Yu & Lin, Boqiang, 2021. "Understanding the green total factor energy efficiency gap between regional manufacturing—insight from infrastructure development," Energy, Elsevier, vol. 237(C).
    10. Dayong Zhang & David C. Broadstock, 2016. "Club Convergence in the Energy Intensity of China," The Energy Journal, , vol. 37(3), pages 137-158, July.
    11. Meijuan Wang & Donghua Yu & Haiqian Chen & Yang Li, 2022. "Comprehensive Measurement, Spatiotemporal Evolution, and Spatial Correlation Analysis of High-Quality Development in the Manufacturing Industry," Sustainability, MDPI, vol. 14(10), pages 1-19, May.
    12. Min Zhu & Robert C. Camp & Maali Ashamalla & Raj Garg, 2007. "Comparison of Entrepreneurship Environment for Executives between State‐owned and Private Enterprises in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 15(6), pages 104-120, November.
    13. Manli Cheng & Zhen Shao & Changhui Yang & Xiaoan Tang, 2019. "Analysis of Coordinated Development of Energy and Environment in China’s Manufacturing Industry under Environmental Regulation: A Comparative Study of Sub-Industries," Sustainability, MDPI, vol. 11(22), pages 1-20, November.
    14. Silvia Dal Bianco, 2016. "Going clubbing in the eighties: convergence in manufacturing sectors at a glance," Empirical Economics, Springer, vol. 50(2), pages 623-659, March.
    15. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    16. Parker, Steven & Liddle, Brant, 2017. "Analysing energy productivity dynamics in the OECD manufacturing sector," Energy Economics, Elsevier, vol. 67(C), pages 91-97.
    17. Bai, Caiquan & Yan, Hong & Yin, Shanggang & Feng, Chen & Wei, Qian, 2021. "Exploring the development trend of internet finance in China: Perspective from club convergence," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    18. Jianhuan Huang & Yantuan Yu & Chunbo Ma, 2018. "Energy Efficiency Convergence in China: Catch-Up, Lock-In and Regulatory Uniformity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(1), pages 107-130, May.
    19. Bhattacharya, Mita & Inekwe, John Nkwoma & Sadorsky, Perry & Saha, Anjan, 2018. "Convergence of energy productivity across Indian states and territories," Energy Economics, Elsevier, vol. 74(C), pages 427-440.
    20. Richard Harris & Mary Trainor, 1999. "Manufacturing Industries in the UK: Was there Convergence during the 1968–1992 Period?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(5), pages 552-569, November.
    21. repec:bla:scotjp:v:46:y:1999:i:5:p:552-69 is not listed on IDEAS
    22. Brzić, Barbara & Dabić, Marina & Kukura, Frane & Podobnik, Boris, 2021. "The effects of corruption and the fraction of private ownership on the productivity of telecommunication companies," Technology in Society, Elsevier, vol. 65(C).
    23. Apergis, Nicholas & Payne, James E., 2017. "Per capita carbon dioxide emissions across U.S. states by sector and fossil fuel source: Evidence from club convergence tests," Energy Economics, Elsevier, vol. 63(C), pages 365-372.
    24. Desli, E. & Gkoulgkoutsika, A., 2020. "World economic convergence: Does the estimation methodology matter?," Economic Modelling, Elsevier, vol. 91(C), pages 138-147.
    25. Bos, J.W.B. & Economidou, C. & Koetter, M., 2010. "Technology clubs, R&D and growth patterns: Evidence from EU manufacturing," European Economic Review, Elsevier, vol. 54(1), pages 60-79, January.
    26. Richard Harris & Mary Trainor, 1999. "Manufacturing industries in Northern Ireland and Great Britain: was there convergence during the 1949-92 period?," Applied Economics, Taylor & Francis Journals, vol. 31(12), pages 1573-1580.
    27. Cialani, Catia & Mortazavi, Reza, 2021. "Sectoral analysis of club convergence in EU countries’ CO2 emissions," Energy, Elsevier, vol. 235(C).
    28. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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