Whether Openness and Inclusiveness Exacerbates Urban Pollution: Evidence from China
Publication: Journal of Urban Planning and Development
Volume 148, Issue 3
Abstract
In the context of economic globalization and social integration, the openness of the economy and the inclusiveness of the population play key roles in the development of regions and cities. Based on panel data from 259 prefecture-level cities in China from 2006 to 2013, the present study explored whether openness and inclusiveness exacerbated the level of urban pollution. The research constructed econometric models and found significant spatial autocorrelations for three pollutant emissions. Economic openness had an inverted U-shaped effect on the discharge of industrial wastewater but an inhibitory effect on the emission of industrial sulfur dioxide and industrial smoke. Population inclusiveness also significantly reduced the emission of these three pollutants. The present study showed that openness and inclusiveness did not exacerbate pollution but contributed to an improvement in the urban environment, which provided important guidance for pollution control and development planning in cities.
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Acknowledgments
The authors are highly indebted to Dr. Feng and Dr. Yang for their valuable comments on the earlier draft of this paper. Moreover, this study is supported by Fundamental Research Funds for the Central Universities (Grant No. JUSRP121095; Recipient: Zhenyu Jiang), the General Project of Philosophy and Social Science Research in Jiangsu Universities (Grant No. 2021SJA0869; Recipient: Zhenyu Jiang), and the Talent Project of Jiangsu “Double Innovation” (Grant No. JSSCBS20210824; Recipient: Zhenyu Jiang). The authors wish to thank the relevant departments for their funding. The authors' contributions are as follows: Zhenyu Jiang: writing the original draft; writing the review; and editing, visualization, and developing software. Zhubo Li: writing the original draft, doing the formal analysis, handling data, and preparing the methodology. Zongjun Wang: performing modification and optimization. All authors read and approved the final manuscript.
References
Bardhan, A. D., R. H. Edelstein, and C. Leung. 2004. “A note on globalization and urban residential rents.” J. Urban Econ. 56 (3): 505–513. https://doi.org/10.1016/j.jue.2004.06.003.
Bekaert, G., C. R. Harvey, and C. Lundblad. 2011. “Financial openness and productivity.” World Dev. 39 (1): 1–19. https://doi.org/10.1016/j.worlddev.2010.06.016.
Benites, H. S., P. Osmond, and A. M. G. Rossi. 2020. “Developing low-carbon communities with LEED-ND and climate tools and policies in Sao Paulo, Brazil.” J. Urban Plann. Dev. 146 (1): 04019025. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000545.
Boamah, K. B., J. Du, A. J. Boamah, and K. Appiah. 2018. “A study on the causal effect of urban population growth and international trade on environmental pollution: Evidence from China.” Environ. Sci. Pollut. Res. 25 (6): 5862–5874. https://doi.org/10.1007/s11356-017-0882-5.
Bratt, M. 2017. “Estimating the bilateral impact of nontariff measures on trade.” Rev. Int. Econ. 25 (5): 1105–1129. https://doi.org/10.1111/roie.12297.
Carrera, S. 2016. “Integration of immigrants versus social inclusion: A typology of integration programmes in the EU.” In Security versus freedom?, edited by T. Balzacq, 101–126. London: Routledge.
Cherry, T. L., S. Kallbekken, and S. Kroll. 2012. “The acceptability of efficiency-enhancing environmental taxes, subsidies and regulation: An experimental investigation.” Environ. Sci. Policy 16: 90–96. https://doi.org/10.1016/j.envsci.2011.11.007.
Colding, J., and S. Barthel. 2017. “An urban ecology critique on the “Smart City” model.” J. Cleaner Prod. 164: 95–101. https://doi.org/10.1016/j.jclepro.2017.06.191.
Copeland, B. R., and M. S. Taylor. 1994. “North–South trade and the environment.” Q. J. Econ. 109 (3): 755–787. https://doi.org/10.2307/2118421.
Du, K., P. Li, and Z. Yan. 2019. “Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data.” Technol. Forecasting Social Change 146: 297–303. https://doi.org/10.1016/j.techfore.2019.06.010.
Edwards, S. 1998. “Openness, productivity and growth: What do we really know?” Econ. J. 108 (447): 383–398. https://doi.org/10.1111/1468-0297.00293.
Edwards, S. 2001. Capital mobility and economic performance: Are emerging economies different? No. w8076. Cambridge, MA: National Bureau of Economic Research.
Elhorst, J. P. 2003. “Specification and estimation of spatial panel data models.” Int. Reg. Sci. Rev. 26 (3): 244–268. https://doi.org/10.1177/0160017603253791.
Eskeland, G. S., and A. E. Harrison. 2003. “Moving to greener pastures? Multinationals and the pollution haven hypothesis.” J. Dev. Econ. 70 (1): 1–23. https://doi.org/10.1016/S0304-3878(02)00084-6.
Florida, R. 2002. “The rise of the creative class.” Wash. Mon. 34 (5): 15–25.
Frankel, J. A., and D. H. Romer. 1999. “Does trade cause growth?” Am. Econ. Rev. 89 (3): 379–399. https://doi.org/10.1257/aer.89.3.379.
Harrison, A. 1996. “Openness and growth: A time-series, cross-country analysis for developing countries.” J. Dev. Econ. 48 (2): 419–447. https://doi.org/10.1016/0304-3878(95)00042-9.
He, Z., and S. Xu. 2009. “An empirical study on influences of open economy on environment pollution in China: 1990-2007.” J. Int. Trade 10: 87–93. https://doi.org/10.13510/j.cnki.jit.2009.10.001.
Herman, K. S., and J. Xiang. 2020. “Environmental regulatory spillovers, institutions, and clean technology innovation: A panel of 32 countries over 16 years.” Energy Res. Social Sci. 62: 101363. https://doi.org/10.1016/j.erss.2019.101363.
Hoffmann, R., C. G. Lee, B. Ramasamy, and M. Yeung. 2005. “FDI and pollution: A granger causality test using panel data.” J.Int. Dev. 17 (3): 311–317. https://doi.org/10.1002/jid.1196.
Howard, T. L. J., and N. Gaborit. 2007. “Using virtual environment technology to improve public participation in urban planning process.” J. Urban Plann. Dev. 133 (4): 233–241. https://doi.org/10.1061/(ASCE)0733-9488(2007)133:4(233).
Huang, J. L., and K. W. Li. 2006. “Export openness, regional market size and economic growth.” Econ. Res. J. 6: 27–38. https://doi.org/10.1111/j.1538-4632.2007.00708.x.
Huang, P., X. Zhang, and X. Deng. 2006. “Survey and analysis of public environmental awareness and performance in Ningbo, China: A case study on household electrical and electronic equipment.” J. Cleaner Prod. 14 (18): 1635–1643. https://doi.org/10.1016/j.jclepro.2006.02.006.
Lane, P. R., and G. M. Milesi-Ferretti. 2007. “Capital flows to central and Eastern Europe.” Emerging Markets Rev. 8 (2): 106–123. https://doi.org/10.1016/j.ememar.2007.01.004.
Letchumanan, R., and F. Kodama. 2000. “Reconciling the conflict between the ‘pollution-haven’ hypothesis and an emerging trajectory of international technology transfer.” Res. Policy 29 (1): 59–79. https://doi.org/10.1016/S0048-7333(99)00033-5.
Li, H., C. A. Calder, and N. Cressie. 2007. “Beyond Moran’s I: Testing for spatial dependence based on the spatial autoregressive model.” Geog. Anal. 39 (4): 357–375. https://doi.org/10.1111/j.1538-4632.2007.00708.x.
Li, J., J. Li, L. Shao, and S. Sun. 2021. “Evaluation of spatial matching between urban Green space and population: Dynamics analysis of winter population data in Xi’an.” J. Urban Plann. Dev. 147 (2): 05021012. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000685.
Liang, F. 2014. “Does foreign direct investment harm the host country’s environment? Evidence from China.” Current Topics in Management 17: 105–120. https://doi.org/10.2139/ssrn.1479864.
Liu, L., and L. Li. 2019. “Effects of fiscal decentralisation on the environment: New evidence from China.” Environ. Sci. Pollut. Res. 26 (36): 36878–36886. https://doi.org/10.1007/s11356-019-06818-z.
Luck, G. W., G. C. Daily, and P. R. Ehrlich. 2003. “Population diversity and ecosystem services.” Trends Ecol. Evol. 18 (7): 331–336. https://doi.org/10.1016/S0169-5347(03)00100-9.
Marcato, G., S. Milcheva, and C. Zheng. 2018. “Urban economic openness and IPO underpricing.” J. Real Estate Finance Econ. 56 (3): 325–351. https://doi.org/10.1007/s11146-017-9613-4.
Matson, P. A., W. J. Parton, A. G. Power, and M. J. Swift. 1997. “Agricultural intensification and ecosystem properties.” Science 277 (5325): 504–509. https://doi.org/10.1126/science.277.5325.504.
McCalman, P. 2018. “International trade, income distribution and welfare.” J. Int. Econ. 110: 1–15. https://doi.org/10.1016/j.jinteco.2017.10.002.
Mesch, G. S., and O. Manor. 1998. “Social ties, environmental perception, and local attachment.” Environ. Behav. 30 (4): 504–519. https://doi.org/10.1177/001391659803000405.
Moutsatsos, C. 2018. “Economic globalization and its effects on labor.” In Unhealthy work, edited by Peter L. Schnall, 21–36. London: Routledge.
Neumayer, E., and I. De Soysa. 2005. “Trade openness, foreign direct investment and child labor.” World Dev. 33 (1): 43–63. https://doi.org/10.1016/j.worlddev.2004.06.014.
Qian, H. 2013. “Diversity versus tolerance: The social drivers of innovation and entrepreneurship in US cities.” Urban Stud. 50 (13): 2718–2735. https://doi.org/10.1177/0042098013477703.
Qirjo, D., and R. Christopherson. 2016. “Will TAFTA be good or bad for the environment?” In Handbook of environmental and sustainable finance, edited by V. Ramiah and G. N. Gregoriou, 179–206. Cambridge, MA: Academic Press.
Raggad, B. 2018. “Carbon dioxide emissions, economic growth, energy use, and urbanization in Saudi Arabia: Evidence from the ARDL approach and impulse saturation break tests.” Environ. Sci. Pollut. Res. 25 (15): 14882–14898. https://doi.org/10.1007/s11356-018-1698-7.
Ramírez, C., and C. Chan. 2020. “Making community under shared conditions of insecurity: The negotiation of ethnic borders in a multicultural commercial neighbourhood in Santiago, Chile.” J. Ethnic Migr. Stud. 46 (13): 2764–2781. https://doi.org/10.1080/1369183X.2018.1497953.
Redding, S., and A. J. Venables. 2004. “Economic geography and international inequality.” J. Int. Econ. 62 (1): 53–82. https://doi.org/10.1016/j.jinteco.2003.07.001.
Sachs, J. D., A. Warner, A. Åslund, and S. Fischer. 1995. “Economic reform and the process of global integration.” Brookings Papers on Economic Activity 1995 (1): 1–118. https://doi.org/10.2307/2534573.
Sharma, S. S. 2011. “Determinants of carbon dioxide emissions: Empirical evidence from 69 countries.” Appl. Energy 88 (1): 376–382. https://doi.org/10.1016/j.apenergy.2010.07.022.
Sohn, C. H. 2016. “The effect of China’s rise on FDI competition in East Asia: Crowding-out or crowding-in?” Scott. J. Political Econ. 63 (1): 110–134. https://doi.org/10.1111/sjpe.12113.
Song, Y., T. Yang, Z. Li, X. Zhang, and M. Zhang. 2020. “Research on the direct and indirect effects of environmental regulation on environmental pollution: Empirical evidence from 253 prefecture-level cities in China.” J. Cleaner Prod. 269: 122425. https://doi.org/10.1016/j.jclepro.2020.122425.
Squalli, J., and K. Wilson. 2011. “A new measure of trade openness.” World Econ. 34 (10): 1745–1770. https://doi.org/10.1111/j.1467-9701.2011.01404.x.
Su, Z., and W. Zhou. 2010. “Dynamic effect of FDI on the environment and the regional differential in China: Heterogeneity analysis based on the panel data by province and dynamic panel data model.” [In Chinese.] World Econ. Stud. 29 (6): 63–67, 86, 89.
Sueyoshi, T., and Y. Yuan. 2015. “China’s regional sustainability and diversified resource allocation: DEA environmental assessment on economic development and air pollution.” Energy Econ. 49: 239–256. https://doi.org/10.1016/j.eneco.2015.01.024.
Walter, I., and J. Ugelow. 1979. “Environmental policies in developing countries.” AMBIO 8 (2/3): 102–109. https://www.jstor.org/stable/4312437.
Wang, S., X. Liu, X. Yang, B. Zou, and J. Wang. 2018. “Spatial variations of PM2.5 in Chinese cities for the joint impacts of human activities and natural conditions: A global and local regression perspective.” J. Cleaner Prod. 203: 143–152. https://doi.org/10.1016/j.jclepro.2018.08.249.
Wang, Y., L. Ning, J. Li, and M. Prevezer. 2016. “Foreign direct investment spillovers and the geography of innovation in Chinese regions: The role of regional industrial specialization and diversity.” Reg. Stud. 50 (5): 805–822. https://doi.org/10.1080/00343404.2014.933800.
Wei, S. J., and Y. Wu. 2001. Globalization and inequality: Evidence from within China. No. w8611. Cambridge, MA: National Bureau of Economic Research.
Xu, B., and B. Lin. 2016. “Regional differences of pollution emissions in China: Contributing factors and mitigation strategies.” J. Cleaner Prod. 112: 1454–1463. https://doi.org/10.1016/j.jclepro.2015.03.067.
Xue, J., W. Xue, M. H. Sowlat, C. Sioutas, A. Lolinco, A. Hasson, and M. J. Kleeman. 2019. “Seasonal and annual source appointment of carbonaceous ultrafine particulate matter (PM0.1) in polluted California cities.” Environ. Sci. Technol. 53 (1): 39–49. https://doi.org/10.1021/acs.est.8b04404.
Yang, T., M. Ye, P. Pei, Y. Shi, and H. Pan. 2019. “City branding evaluation as a tool for sustainable urban growth: A framework and lessons from the Yangtze River Delta region.” Sustainability 11 (16): 4218. https://doi.org/10.3390/su11164281.
Yue, Z., S. Li, X. Jin, and M. W. Feldman. 2013. “The role of social networks in the integration of Chinese rural–urban migrants: A migrant–resident tie perspective.” Urban Stud. 50 (9): 1704–1723. https://doi.org/10.1177/0042098012470394.
Zhang, P. 2019. “Skill formation, environmental pollution, and wage inequality.” Ann. Reg. Sci. 62 (2): 405–424. https://doi.org/10.1007/s00168-019-00901-6.
Zugravu-Soilita, N. 2017. “How does foreign direct investment affect pollution? Toward a better understanding of the direct and conditional effects.” Environ. Resour. Econ. 66 (2): 293–338. https://doi.org/10.1007/s10640-015-9950-9.
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Received: Mar 17, 2021
Accepted: Jan 4, 2022
Published online: May 3, 2022
Published in print: Sep 1, 2022
Discussion open until: Oct 3, 2022
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