IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v8y2016i2p171-d63873.html
   My bibliography  Save this article

Regional Competition, Heterogeneous Factors and Pollution Intensity in China: A Spatial Econometric Analysis

Author

Listed:
  • Jianhuan Huang

    (School of Economics and Trade, Hunan University, Changsha 410079, China)

  • Jiejin Xia

    (School of Economics and Trade, Hunan University, Changsha 410079, China)

Abstract

Regional competition may play an important role in the balance of environmental protection and economic growth. However, it is a pending issue of whether the competition among Chinese local governments leads to a race to black development or green development. This paper aims to explore the strategic interactions in provincial development in terms of an environment-economic indicator, i.e. , the pollution intensity in China from 2000 to 2013. We divide four predominant industrial pollutants into two groups according to whether the pollutant is regulated, and then test the strategic interactions among regions based on the spatial lag term by employing the spatial Durbin model. The results show that the heterogeneous factors, such as various pollutants and regional difference, may give rise to diversified competition strategies. We find that the “race to black development” hypothesis is not supported at the national level, and the “race to green development” hypothesis is established in the developed eastern regions only in terms of the regulated industrial pollutants. We also detect how pollution intensity is influenced by the direct and spatial spillover effects of environmental regulation and find that environmental legislation has been effective in reducing regulated pollutants’ pollution intensity, while the effects of environmental staff and investment are weak. Finally, some policy suggestions are discussed.

Suggested Citation

  • Jianhuan Huang & Jiejin Xia, 2016. "Regional Competition, Heterogeneous Factors and Pollution Intensity in China: A Spatial Econometric Analysis," Sustainability, MDPI, vol. 8(2), pages 1-26, February.
  • Handle: RePEc:gam:jsusta:v:8:y:2016:i:2:p:171-:d:63873
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/8/2/171/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/8/2/171/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David R. Agrawal, 2015. "The Tax Gradient: Spatial Aspects of Fiscal Competition," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 1-29, May.
    2. J. Paul Elhorst & Sandy Fréret, 2009. "Evidence Of Political Yardstick Competition In France Using A Two‐Regime Spatial Durbin Model With Fixed Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(5), pages 931-951, December.
    3. Neal D. Woods, 2006. "Interstate Competition and Environmental Regulation: A Test of the Race‐to‐the‐Bottom Thesis," Social Science Quarterly, Southwestern Social Science Association, vol. 87(1), pages 174-189, March.
    4. Wursthorn, Sibylle & Poganietz, Witold-Roger & Schebek, Liselotte, 2011. "Economic-environmental monitoring indicators for European countries: A disaggregated sector-based approach for monitoring eco-efficiency," Ecological Economics, Elsevier, vol. 70(3), pages 487-496, January.
    5. Ebeid, Michael & Rodden, Jonathan, 2006. "Economic Geography and Economic Voting: Evidence from the US States," British Journal of Political Science, Cambridge University Press, vol. 36(3), pages 527-547, July.
    6. Joel Stiebale, 2011. "Do Financial Constraints Matter for Foreign Market Entry? A Firm‐level Examination," The World Economy, Wiley Blackwell, vol. 34(1), pages 123-153, January.
    7. He, Jie, 2006. "Pollution haven hypothesis and environmental impacts of foreign direct investment: The case of industrial emission of sulfur dioxide (SO2) in Chinese provinces," Ecological Economics, Elsevier, vol. 60(1), pages 228-245, November.
    8. Florax, Raymond J. G. M. & Folmer, Hendrik & Rey, Sergio J., 2003. "Specification searches in spatial econometrics: the relevance of Hendry's methodology," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 557-579, September.
    9. Matthew A. Cole & Robert J.R. Elliott & Jing Zhang, 2011. "Growth, Foreign Direct Investment, And The Environment: Evidence From Chinese Cities," Journal of Regional Science, Wiley Blackwell, vol. 51(1), pages 121-138, February.
    10. Devereux, M.P. & Lockwood, B. & Redoano, M., 2007. "Horizontal and vertical indirect tax competition: Theory and some evidence from the USA," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 451-479, April.
    11. David M. Konisky, 2007. "Regulatory Competition and Environmental Enforcement: Is There a Race to the Bottom?," American Journal of Political Science, John Wiley & Sons, vol. 51(4), pages 853-872, October.
    12. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    13. Mur, Jesús & Angulo, Ana, 2009. "Model selection strategies in a spatial setting: Some additional results," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 200-213, March.
    14. R. Vergara, 2010. "Taxation and private investment: evidence for Chile," Applied Economics, Taylor & Francis Journals, vol. 42(6), pages 717-725.
    15. Emilie Caldeira & Martial Foucault & Gregoire Rota-Graziosi, 2015. "Decentralization in Africa and the nature of local governments’ competition: evidence from Benin," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(6), pages 1048-1076, December.
    16. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, December.
    17. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    18. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    19. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    20. Minzhe Du & Bing Wang & Yanrui Wu, 2014. "Sources of China’s Economic Growth: An Empirical Analysis Based on the BML Index with Green Growth Accounting," Sustainability, MDPI, vol. 6(9), pages 1-22, September.
    21. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    22. David M. Konisky, 2009. "Inequities in enforcement? Environmental justice and government performance," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(1), pages 102-121.
    23. Chintrakarn, Pandej & Millimet, Daniel L., 2006. "The environmental consequences of trade: Evidence from subnational trade flows," Journal of Environmental Economics and Management, Elsevier, vol. 52(1), pages 430-453, July.
    24. Zhilin Mu & Shuchun Bu & Bing Xue, 2014. "Environmental Legislation in China: Achievements, Challenges and Trends," Sustainability, MDPI, vol. 6(12), pages 1-13, December.
    25. Cole, Matthew A. & Elliott, Robert J. R., 2003. "Determining the trade-environment composition effect: the role of capital, labor and environmental regulations," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 363-383, November.
    26. Zheng, Xinye & Yu, Yihua & Wang, Jing & Deng, Huihui, 2013. "Identifying the determinants and spatial nexus of provincial carbon intensity in China: A dynamic spatial panel approach," MPRA Paper 56088, University Library of Munich, Germany.
    27. Matthew A. Cole & Robert J. R. Elliott, 2005. "FDI and the Capital Intensity of “Dirty” Sectors: A Missing Piece of the Pollution Haven Puzzle," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 530-548, November.
    28. Fredriksson, Per G. & Millimet, Daniel L., 2002. "Strategic Interaction and the Determination of Environmental Policy across U.S. States," Journal of Urban Economics, Elsevier, vol. 51(1), pages 101-122, January.
    29. McAusland, Carol & Millimet, Daniel L., 2013. "Do national borders matter? Intranational trade, international trade, and the environment," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 411-437.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lei Fan & Yunyun Zhang & Meilin Jin & Qiang Ma & Jing Zhao, 2022. "Does New Digital Infrastructure Promote the Transformation of the Energy Structure? The Perspective of China’s Energy Industry Chain," Energies, MDPI, vol. 15(23), pages 1-18, November.
    2. Ning Zhang & Bing Wang, 2016. "Toward a Sustainable Low-Carbon China: A Review of the Special Issue of “Energy Economics and Management”," Sustainability, MDPI, vol. 8(8), pages 1-8, August.
    3. Li Yue & Dan Xue & Muhammad Umar Draz & Fayyaz Ahmad & Jiaojiao Li & Farrukh Shahzad & Shahid Ali, 2020. "The Double-Edged Sword of Urbanization and Its Nexus with Eco-Efficiency in China," IJERPH, MDPI, vol. 17(2), pages 1-20, January.
    4. Zeng, Jingjing & Liu, Ting & Feiock, Richard & Li, Fei, 2019. "The impacts of China's provincial energy policies on major air pollutants: A spatial econometric analysis," Energy Policy, Elsevier, vol. 132(C), pages 392-403.
    5. Bin Zhu & Yang Fu & Jinlin Liu & Ying Mao, 2018. "Modeling the Dynamics and Spillovers of the Health Labor Market: Evidence from China’s Provincial Panel Data," Sustainability, MDPI, vol. 10(2), pages 1-20, January.
    6. Chen, Zhongfei & Barros, Carlos & Yu, Yanni, 2017. "Spatial distribution characteristic of Chinese airports: A spatial cost function approach," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 63-70.
    7. Manhong Shen & Yongliang Yang, 2017. "The Water Pollution Policy Regime Shift and Boundary Pollution: Evidence from the Change of Water Pollution Levels in China," Sustainability, MDPI, vol. 9(8), pages 1-22, August.
    8. Bin Zhu & Chih-Wei Hsieh & Ying Mao, 2019. "Addressing the Licensed Doctor Maldistribution in China: A Demand-And-Supply Perspective," IJERPH, MDPI, vol. 16(10), pages 1-19, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mary-Françoise Renard & Hang Xiong, 2012. "Strategic Interactions in Environmental Regulation Enforcement: Evidence from Chinese Provinces," CERDI Working papers halshs-00672449, HAL.
    2. Shimei Wu & Haotian Zhang, 2022. "The existence and mechanism of the domestic pollution haven hypothesis: evidence from 265 cities in China," Letters in Spatial and Resource Sciences, Springer, vol. 15(3), pages 287-310, December.
    3. Yuping Deng & Helian Xu, 2015. "International Direct Investment and Transboundary Pollution: An Empirical Analysis of Complex Networks," Sustainability, MDPI, vol. 7(4), pages 1-25, April.
    4. Roy, Jayjit, 2017. "On the environmental consequences of intra-industry trade," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 50-67.
    5. Millimet, Daniel L., 2013. "Environmental Federalism: A Survey of the Empirical Literature," IZA Discussion Papers 7831, Institute of Labor Economics (IZA).
    6. Erik Hille & Bernhard Lambernd & Aviral K. Tiwari, 2021. "Any Signs of Green Growth? A Spatial Panel Analysis of Regional Air Pollution in South Korea," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(4), pages 719-760, December.
    7. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    8. Shi Wang & Hua Wang & Qian Sun, 2020. "The Impact of Foreign Direct Investment on Environmental Pollution in China: Corruption Matters," IJERPH, MDPI, vol. 17(18), pages 1-20, September.
    9. Chagas, André L.S. & Azzoni, Carlos R. & Almeida, Alexandre N., 2016. "A spatial difference-in-differences analysis of the impact of sugarcane production on respiratory diseases," Regional Science and Urban Economics, Elsevier, vol. 59(C), pages 24-36.
    10. Debashis Chakraborty & Sacchidananda Mukherjee, 2013. "Do Foreign Trade and Investment Lead to Higher CO2 Emissions? Evidence from Cross-Country Empirical Estimates," Review of Market Integration, India Development Foundation, vol. 5(3), pages 329-361, December.
    11. Yu, Yantuan & Peng, Chong & Li, Yushuang, 2019. "Do neighboring prefectures matter in promoting eco-efficiency? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 456-465.
    12. Matthew A. Cole & Robert J.R. Elliott & Jing Zhang, 2011. "Growth, Foreign Direct Investment, And The Environment: Evidence From Chinese Cities," Journal of Regional Science, Wiley Blackwell, vol. 51(1), pages 121-138, February.
    13. Francisco J. Delgado & Santiago Lago-Peñas & Matías Mayor, 2015. "On The Determinants Of Local Tax Rates: New Evidence From Spain," Contemporary Economic Policy, Western Economic Association International, vol. 33(2), pages 351-368, April.
    14. J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
    15. Pede, Valerien O. & Florax, Raymond J.G.M. & Lambert, Dayton M., 2014. "Spatial econometric STAR models: Lagrange multiplier tests, Monte Carlo simulations and an empirical application," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 118-128.
    16. Ahmad, Mahyudin & Hall, Stephen G., 2017. "Economic growth and convergence: Do institutional proximity and spillovers matter?," Journal of Policy Modeling, Elsevier, vol. 39(6), pages 1065-1085.
    17. Xinye Zheng & Feng Song & Yihua Yu & Shunfeng Song, 2015. "In Search of Fiscal Interactions: A Spatial Analysis of Chinese Provincial Infrastructure Spending," Review of Development Economics, Wiley Blackwell, vol. 19(4), pages 860-876, November.
    18. Fernando López & Jesús Mur & Ana Angulo, 2014. "Spatial model selection strategies in a SUR framework. The case of regional productivity in EU," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 197-220, August.
    19. Marbuah, George & Amuakwa-Mensah, Franklin, 2017. "Spatial analysis of emissions in Sweden," Energy Economics, Elsevier, vol. 68(C), pages 383-394.
    20. Solmaria Halleck Vega & J. Paul Elhorst, 2015. "The Slx Model," Journal of Regional Science, Wiley Blackwell, vol. 55(3), pages 339-363, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:8:y:2016:i:2:p:171-:d:63873. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.