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Impact of haze pollution and human capital on economic resilience: evidence from prefecture-level cities in China

Author

Listed:
  • Lu Liu

    (Xinjiang University
    Xinjiang University)

  • Yuxin Meng

    (Xinjiang University
    Xinjiang University)

  • Desheng Wu

    (University of Chinese Academy of Sciences)

  • Qiying Ran

    (Shanghai Business School
    Xinjiang University)

  • Jianhong Cao

    (Universiti Putra Malaysia)

  • Zilian Liu

    (Kunming University of Science and Technology)

Abstract

As cities suffer from frequent pollution events and massive population gathering in cities, haze pollution and human capital exert a significant influence on economic resilience. Thus it is significant to thoroughly investigate city economic resilience for the sound development of the city economy and enhance economic resilience. Based on the data from 239 cities in China from 2005 to 2017, this paper uses the OLS model to study the impact of haze on economic resilience. The findings reveal that haze pollution significantly reduces economic resilience. Also, there is a significant negative correlation between haze pollution and economic resilience in the East and Middle areas, while there is an adverse nexus in the West. Human capital has a positive role in promoting economic resilience, and this role is the strongest in the Middle area and the weakest in the West area. Moreover, human capital positively moderates haze pollution and economic resilience in Full sample, and East and Middle sample sets, while insignificant in the West sample set. Considering the possible endogeneity of the model, the robustness of the above results is tested using System GMM two-step and 2SLS methods. From the perspective of haze pollution, this study deeply excavates the short board factors affecting economic resilience. It regards human capital as an essential variable to repair the weak links of the economy and enhance economic resilience, which is conducive to improving the anti-risk ability of China's economy under the background of the gradual intensification of the contradiction between environmental pollution and economic growth.

Suggested Citation

  • Lu Liu & Yuxin Meng & Desheng Wu & Qiying Ran & Jianhong Cao & Zilian Liu, 2023. "Impact of haze pollution and human capital on economic resilience: evidence from prefecture-level cities in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 13429-13449, November.
  • Handle: RePEc:spr:endesu:v:25:y:2023:i:11:d:10.1007_s10668-022-02625-8
    DOI: 10.1007/s10668-022-02625-8
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    References listed on IDEAS

    as
    1. Justin Yifu Lin, 2011. "New Structural Economics: A Framework for Rethinking Development," The World Bank Research Observer, World Bank, vol. 26(2), pages 193-221, August.
    2. Jiandang Liu & Jie Tang & Bo Zhou & Zhijun Liang, 2018. "The Effect of Governance Quality on Economic Growth: Based on China’s Provincial Panel Data," Economies, MDPI, vol. 6(4), pages 1-23, October.
    3. 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.
    4. Mingke Xie & Zhangxian Feng & Chenggu Li, 2022. "How Does Population Shrinkage Affect Economic Resilience? A Case Study of Resource-Based Cities in Northeast China," Sustainability, MDPI, vol. 14(6), pages 1-22, March.
    5. Thorsten Beck, 2003. "Financial Dependence and International Trade," Review of International Economics, Wiley Blackwell, vol. 11(2), pages 296-316, May.
    6. Shahbaz, Muhammad & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Jiao, Zhilun & Vo, Xuan Vinh, 2020. "The effect of renewable energy consumption on economic growth: Evidence from the renewable energy country attractive index," Energy, Elsevier, vol. 207(C).
    7. Wang, Qunwei & Su, Bin & Sun, Jiasen & Zhou, Peng & Zhou, Dequn, 2015. "Measurement and decomposition of energy-saving and emissions reduction performance in Chinese cities," Applied Energy, Elsevier, vol. 151(C), pages 85-92.
    8. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    9. Xiaowen Wang & Meiyue Li, 2022. "Determinants of Regional Economic Resilience to Economic Crisis: Evidence from Chinese Economies," Sustainability, MDPI, vol. 14(2), pages 1-25, January.
    10. Coaffee, Jon, 2008. "Risk, resilience, and environmentally sustainable cities," Energy Policy, Elsevier, vol. 36(12), pages 4633-4638, December.
    11. Sinha, Avik & Sengupta, Tuhin & Alvarado, Rafael, 2020. "Interplay between Technological Innovation and Environmental Quality: Formulating the SDG Policies for Next 11 Economies," MPRA Paper 104247, University Library of Munich, Germany, revised 2020.
    12. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    13. Weilong Wang & Jianlong Wang & Shaersaikai Wulaer & Bing Chen & Xiaodong Yang, 2021. "The Effect of Innovative Entrepreneurial Vitality on Economic Resilience Based on a Spatial Perspective: Economic Policy Uncertainty as a Moderating Variable," Sustainability, MDPI, vol. 13(19), pages 1-23, September.
    14. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    15. Kalaitzidakis, Pantelis & Mamuneas, Theofanis P. & Savvides, Andreas & Stengos, Thanasis, 2001. "Measures of Human Capital and Nonlinearities in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 229-254, September.
    16. Renfeng Ma & Congcong Wang & Yixia Jin & Xiaojing Zhou, 2019. "Estimating the Effects of Economic Agglomeration on Haze Pollution in Yangtze River Delta China Using an Econometric Analysis," Sustainability, MDPI, vol. 11(7), pages 1-19, March.
    17. Tamura, Robert, 2006. "Human capital and economic development," Journal of Development Economics, Elsevier, vol. 79(1), pages 26-72, February.
    18. Ketteni, Elena & Mamuneas, Theofanis & Stengos, Thanasis, 2011. "The Effect Of Information Technology And Human Capital On Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 15(5), pages 595-615, November.
    19. Gillian Bristow & Adrian Healy, 2018. "Innovation and regional economic resilience: an exploratory analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 265-284, March.
    20. Xiaohui Hu & Robert Hassink, 2020. "Adaptation, adaptability and regional economic resilience: a conceptual framework," Chapters, in: Gillian Bristow & Adrian Healy (ed.), Handbook on Regional Economic Resilience, chapter 4, pages 54-68, Edward Elgar Publishing.
    21. Lingli Qing & Dongphil Chun & Abd Alwahed Dagestani & Peng Li, 2022. "Does Proactive Green Technology Innovation Improve Financial Performance? Evidence from Listed Companies with Semiconductor Concepts Stock in China," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
    22. Chengxiang Tang & Yucheng Zhang, 2016. "Using discrete choice experiments to value preferences for air quality improvement: the case of curbing haze in urban China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(8), pages 1473-1494, August.
    23. Laura Hering & Sandra Poncet, 2011. "Environmental policy and trade performance: Evidence from China," Working Papers 2011-30, CEPII research center.
    24. Alexandru Pavel & Bogdan Andrei Moldovan & Karima Kourtit & Peter Nijkamp, 2020. "Urban or Rural: Does It Make A Difference for Economic Resilience? A Modelling Study on Economic and Cultural Geography in Romania," Sustainability, MDPI, vol. 12(9), pages 1-39, May.
    25. Blattman, Christopher & Hwang, Jason & Williamson, Jeffrey G., 2007. "Winners and losers in the commodity lottery: The impact of terms of trade growth and volatility in the Periphery 1870-1939," Journal of Development Economics, Elsevier, vol. 82(1), pages 156-179, January.
    26. Wang, Rui & Qi, Zhongying & Shu, Yumin, 2020. "Multiple relationships between fixed-asset investment and industrial structure evolution in China–Based on Directed Acyclic Graph (DAG) analysis and VAR model," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 222-231.
    27. Sam Youl Lee & Richard Florida & Gary Gates, 2010. "Innovation, Human Capital, and Creativity," International Review of Public Administration, Taylor & Francis Journals, vol. 14(3), pages 13-24, January.
    28. Hao, Yu & Guo, Yunxia & Guo, Yitong & Wu, Haitao & Ren, Siyu, 2020. "Does outward foreign direct investment (OFDI) affect the home country’s environmental quality? The case of China," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 109-119.
    29. Roman Matousek & Nickolaos G. Tzeremes, 2021. "The asymmetric impact of human capital on economic growth," Empirical Economics, Springer, vol. 60(3), pages 1309-1334, March.
    30. Rongwei, Xie & Xiaoying, Zhai, 2020. "Is financial development hampering or improving the resource curse? New evidence from China," Resources Policy, Elsevier, vol. 67(C).
    31. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    32. Fatema Alaali & Jennifer Roberts & Karl Taylor, 2015. "The Effect of Energy Consumption and Human Capital on Economic Growth: An Exploration of Oil Exporting and Developed Countries," Working Papers 2015015, The University of Sheffield, Department of Economics.
    33. Barbara MARTINI, 2020. "Resilience, Resistance And Recoverability, Regional Economic Structure And Human Capital In Italy. Are They Related?," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 20(1), pages 47-62.
    34. Wu, Haitao & Ba, Ning & Ren, Siyu & Xu, Lu & Chai, Jingxia & Irfan, Muhammad & Hao, Yu & Lu, Zhi-Nan, 2022. "The impact of internet development on the health of Chinese residents: Transmission mechanisms and empirical tests," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    35. Honghu Sun & Xianfu Cheng & Mengqin Dai, 2016. "Regional flood disaster resilience evaluation based on analytic network process: a case study of the Chaohu Lake Basin, Anhui Province, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 39-58, May.
    36. Alvarado, Rafael & Deng, Qiushi & Tillaguango, Brayan & Méndez, Priscila & Bravo, Diana & Chamba, José & Alvarado-Lopez, María & Ahmad, Munir, 2021. "Do economic development and human capital decrease non-renewable energy consumption? Evidence for OECD countries," Energy, Elsevier, vol. 215(PB).
    37. Zanxin Wang & Wei Wei, 2021. "Regional economic resilience in China: measurement and determinants," Regional Studies, Taylor & Francis Journals, vol. 55(7), pages 1228-1239, July.
    38. Paolo Caro & Ugo Fratesi, 2018. "Regional determinants of economic resilience," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 235-240, March.
    39. Anabela Queirós & Aurora A.C. Teixeira, 2014. "Economic growth, human capital and structural change: an empirical analysis," FEP Working Papers 549, Universidade do Porto, Faculdade de Economia do Porto.
    40. Guangyou Zhou & Kuangxiong Gong & Sumei Luo & Guohu Xu, 2018. "Inclusive Finance, Human Capital and Regional Economic Growth in China," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    41. Michael Storper & Allen J. Scott, 2009. "Rethinking human capital, creativity and urban growth," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 147-167, March.
    42. Perez-Alvarez, Marcello & Strulik, Holger, 2021. "Nepotism, human capital and economic development," Journal of Economic Behavior & Organization, Elsevier, vol. 181(C), pages 211-240.
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