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The Underground Economy and Carbon Dioxide (CO 2 ) Emissions in China

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  • Zhimin Zhou

    (Lingnan (University) College, Sun Yat-Sen University, Guangzhou 510275, China)

Abstract

China aims to reduce carbon dioxide (CO 2 ) intensity by 40–45% compared to its level in 2005 by 2020. The underground economy accounts for a significant proportion of China’s economy, but is not included in official statistics. Therefore, the nexus of CO 2 and the underground economy in China is worthy of exploration. To this end, this paper identifies the extent to which the underground economy affects CO 2 emissions through the panel data of 30 provinces in China from 1998 to 2016. Many studies have focused on the quantification of the relationship between CO 2 emissions and economic development. However, the insights provided by those studies have generally ignored the underground economy. With full consideration of the scale of the underground economy, this research concludes that similar to previous studies, the inversely N-shaped environmental Kuznets curve (EKC) still holds for the income-CO 2 nexus in China. Furthermore, a threshold regression analysis shows that the structural and technological effects are environment-beneficial and drive the EKC downward by their threshold effects. The empirical techniques in this paper can also be applied for similar research on other emerging economies that are confronted with the difficulties of achieving sustainable development.

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  • Zhimin Zhou, 2019. "The Underground Economy and Carbon Dioxide (CO 2 ) Emissions in China," Sustainability, MDPI, vol. 11(10), pages 1-20, May.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:10:p:2802-:d:231628
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    as
    1. Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
    2. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    3. Taskin, Fatma & Zaim, Osman, 2000. "Searching for a Kuznets curve in environmental efficiency using kernel estimation," Economics Letters, Elsevier, vol. 68(2), pages 217-223, August.
    4. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    5. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    6. Zhimin Zhou & Xinyue Ye & Xiangyu Ge, 2017. "The Impacts of Technical Progress on Sulfur Dioxide Kuznets Curve in China: A Spatial Panel Data Approach," Sustainability, MDPI, vol. 9(4), pages 1-27, April.
    7. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    8. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    9. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    10. Chunlai Chen, 2011. "Foreign Direct Investment in China," Books, Edward Elgar Publishing, number 14100.
    11. Dinda, Soumyananda & Coondoo, Dipankor, 2006. "Income and emission: A panel data-based cointegration analysis," Ecological Economics, Elsevier, vol. 57(2), pages 167-181, May.
    12. Suri, Vivek & Chapman, Duane, 1998. "Economic growth, trade and energy: implications for the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 25(2), pages 195-208, May.
    13. Bradford David F. & Fender Rebecca A & Shore Stephen H. & Wagner Martin, 2005. "The Environmental Kuznets Curve: Exploring a Fresh Specification," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-28, June.
    14. List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
    15. Bao, Qun & Chen, Yuanyuan & Song, Ligang, 2011. "Foreign direct investment and environmental pollution in China: a simultaneous equations estimation," Environment and Development Economics, Cambridge University Press, vol. 16(1), pages 71-92, February.
    16. Elgin, Ceyhun & Oztunali, Oguz, 2014. "Pollution and informal economy," Economic Systems, Elsevier, vol. 38(3), pages 333-349.
    17. Stern , David I., 1998. "Progress on the environmental Kuznets curve?," Environment and Development Economics, Cambridge University Press, vol. 3(2), pages 173-196, May.
    18. Ummad Mazhar & Ceyhun Elgin, 2013. "Environmental Regulation, Pollution and the Informal Economy," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 9, pages 62-81.
    19. Wang, Yuan & Han, Rong & Kubota, Jumpei, 2016. "Is there an Environmental Kuznets Curve for SO2 emissions? A semi-parametric panel data analysis for China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 1182-1188.
    20. Stern, David I. & Zha, Donglan, 2016. "Economic growth and particulate pollution concentrations in China," Working Papers 249522, Australian National University, Centre for Climate Economics & Policy.
    21. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    22. Biswas, Amit K. & Farzanegan, Mohammad Reza & Thum, Marcel, 2012. "Pollution, shadow economy and corruption: Theory and evidence," Ecological Economics, Elsevier, vol. 75(C), pages 114-125.
    23. Matthew Cole, 2005. "Re-examining the pollution-income relationship: a random coefficients approach," Economics Bulletin, AccessEcon, vol. 14(1), pages 1-7.
    24. Blackman, Allen & Bannister, Geoffrey J., 1998. "Community Pressure and Clean Technology in the Informal Sector: An Econometric Analysis of the Adoption of Propane by Traditional Mexican Brickmakers," Journal of Environmental Economics and Management, Elsevier, vol. 35(1), pages 1-21, January.
    25. 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.
    26. Kaika, Dimitra & Zervas, Efthimios, 2013. "The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes and the CO2 emissions case," Energy Policy, Elsevier, vol. 62(C), pages 1392-1402.
    27. Rothman, Dale S., 1998. "Environmental Kuznets curves--real progress or passing the buck?: A case for consumption-based approaches," Ecological Economics, Elsevier, vol. 25(2), pages 177-194, May.
    28. Ioannis Kostakis, 2017. "The impact of shadow economy and/or corruption on private consumption: further evidence from selected Eurozone economies," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 7(3), pages 411-434, December.
    29. Matthew A. Cole & Eric Neumayer, 2003. "Examining the Impact of Demographic Factors On Air Pollution," Labor and Demography 0312005, University Library of Munich, Germany, revised 13 May 2004.
    30. Judith M. Dean & Mary E. Lovely & Hua Wang, 2017. "Are foreign investors attracted to weak environmental regulations? Evaluating the evidence from China," World Scientific Book Chapters, in: Mary E Lovely (ed.), International Economic Integration and Domestic Performance, chapter 9, pages 155-167, World Scientific Publishing Co. Pte. Ltd..
    31. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
    32. Zhang, Chuanguo & Lin, Yan, 2012. "Panel estimation for urbanization, energy consumption and CO2 emissions: A regional analysis in China," Energy Policy, Elsevier, vol. 49(C), pages 488-498.
    33. Syrquin, M. & Chenery, H.B., 1989. "Patterns Of Development, 1950 To 1983," World Bank - Discussion Papers 41, World Bank.
    34. Wang, Ping & Wu, Wanshui & Zhu, Bangzhu & Wei, Yiming, 2013. "Examining the impact factors of energy-related CO2 emissions using the STIRPAT model in Guangdong Province, China," Applied Energy, Elsevier, vol. 106(C), pages 65-71.
    35. Blackman, Allen & Shih, Jhih-Shyang & Evans, David & Batz, Michael & Newbold, Stephen & Cook, Joseph, 2006. "The benefits and costs of informal sector pollution control: Mexican brick kilns," Environment and Development Economics, Cambridge University Press, vol. 11(5), pages 603-627, October.
    36. Hua Wang & Yanhong Jin, 2007. "Industrial Ownership and Environmental Performance: Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 36(3), pages 255-273, March.
    37. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    38. Bingjie Xu & Ruoyu Zhong & Yifeng Liu, 2019. "Comparison of CO 2 emissions reduction efficiency of household fuel consumption in China," Sustainability, MDPI, vol. 11(4), pages 1-13, February.
    39. Kaika, Dimitra & Zervas, Efthimios, 2013. "The environmental Kuznets curve (EKC) theory. Part B: Critical issues," Energy Policy, Elsevier, vol. 62(C), pages 1403-1411.
    40. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    41. Soham Baksi & Pinaki Bose, 2010. "Environmental Regulation in the Presence of an Informal Sector," Departmental Working Papers 2010-03, The University of Winnipeg, Department of Economics.
    42. Hajilee, Massomeh & Stringer, Donna Y. & Metghalchi, Massoud, 2017. "Financial market inclusion, shadow economy and economic growth: New evidence from emerging economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 149-158.
    43. Canas, Angela & Ferrao, Paulo & Conceicao, Pedro, 2003. "A new environmental Kuznets curve? Relationship between direct material input and income per capita: evidence from industrialised countries," Ecological Economics, Elsevier, vol. 46(2), pages 217-229, September.
    44. Maddison, David, 2006. "Environmental Kuznets curves: A spatial econometric approach," Journal of Environmental Economics and Management, Elsevier, vol. 51(2), pages 218-230, March.
    45. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
    46. Unruh, G. C. & Moomaw, W. R., 1998. "An alternative analysis of apparent EKC-type transitions," Ecological Economics, Elsevier, vol. 25(2), pages 221-229, May.
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