IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v68y2021ics1043951x21000663.html
   My bibliography  Save this article

Environmental regulation, firm heterogeneity, and intra-industry reallocation

Author

Listed:
  • Wang, Qian
  • Zhu, Linke

Abstract

We describe a model with firm heterogeneity and endogenous pollution abatement to show how emission intensity and exit/entry selections vary across firms. Using Chinese firm-level emission and production data, we find evidence that low productivity firms have higher emission intensity. The emission intensity of firms with productivity below 10 percentile is 5.26 times larger than firms with productivity above 90 percentile. Combining the Annual Survey of Chinese Industrial Enterprises (CIE) data, and applying a triple-difference research design, we find that firms with high emission intensity or low productivity have a higher probability of exit when exposed to strict environmental policy. We also find the exit of unproductive firms contributes to aggregate productivity and strict environmental policy can help to reduce misallocation.

Suggested Citation

  • Wang, Qian & Zhu, Linke, 2021. "Environmental regulation, firm heterogeneity, and intra-industry reallocation," China Economic Review, Elsevier, vol. 68(C).
  • Handle: RePEc:eee:chieco:v:68:y:2021:i:c:s1043951x21000663
    DOI: 10.1016/j.chieco.2021.101648
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X21000663
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2021.101648?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    2. Arouri, Mohamed El Hedi & Caporale, Guglielmo Maria & Rault, Christophe & Sova, Robert & Sova, Anamaria, 2012. "Environmental Regulation and Competitiveness: Evidence from Romania," Ecological Economics, Elsevier, vol. 81(C), pages 130-139.
    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. Randy Becker & Vernon Henderson, 2000. "Effects of Air Quality Regulations on Polluting Industries," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 379-421, April.
    5. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    6. W. Reed Walker, 2013. "The Transitional Costs of Sectoral Reallocation: Evidence From the Clean Air Act and the Workforce," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1787-1835.
    7. Susmita Dasgupta & Mainul Huq & David Wheeler & Chonghua Zhang, 2001. "Water pollution abatement by Chinese industry: cost estimates and policy implications," Applied Economics, Taylor & Francis Journals, vol. 33(4), pages 547-557.
    8. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    9. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    10. Mayneris, Florian & Poncet, Sandra & Zhang, Tao, 2018. "Improving or disappearing: Firm-level adjustments to minimum wages in China," Journal of Development Economics, Elsevier, vol. 135(C), pages 20-42.
    11. Manova, Kalina & Yu, Zhihong, 2016. "How firms export: Processing vs. ordinary trade with financial frictions," Journal of International Economics, Elsevier, vol. 100(C), pages 120-137.
    12. Wang, Yan & Shen, Neng, 2016. "Environmental regulation and environmental productivity: The case of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 758-766.
    13. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    14. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    15. Hunt Allcott & Michael Greenstone, 2012. "Is There an Energy Efficiency Gap?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 3-28, Winter.
    16. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    17. Rema Hanna, 2010. "US Environmental Regulation and FDI: Evidence from a Panel of US-Based Multinational Firms," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 158-189, July.
    18. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    19. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    20. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    21. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    22. repec:clg:wpaper:2008-02 is not listed on IDEAS
    23. Henderson, J Vernon, 1996. "Effects of Air Quality Regulation," American Economic Review, American Economic Association, vol. 86(4), pages 789-813, September.
    24. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    25. Huang, Junbing & Lai, Yali & Hu, Hanlei, 2020. "The effect of technological factors and structural change on China's energy intensity: Evidence from dynamic panel models," China Economic Review, Elsevier, vol. 64(C).
    26. Chen, Yvonne Jie & Li, Pei & Lu, Yi, 2018. "Career concerns and multitasking local bureaucrats: Evidence of a target-based performance evaluation system in China," Journal of Development Economics, Elsevier, vol. 133(C), pages 84-101.
    27. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    28. Matthew E. Kahn & Pei Li & Daxuan Zhao, 2015. "Water Pollution Progress at Borders: The Role of Changes in China's Political Promotion Incentives," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 223-242, November.
    29. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    30. Levinson, Arik, 1996. "Environmental regulations and manufacturers' location choices: Evidence from the Census of Manufactures," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 5-29, October.
    31. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    32. Chakrabarti, Snigdha & Mitra, Nita, 2005. "Economic and environmental impacts of pollution control regulation on small industries: a case study," Ecological Economics, Elsevier, vol. 54(1), pages 53-66, July.
    33. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2014. "Challenges of working with the Chinese NBS firm-level data," China Economic Review, Elsevier, vol. 30(C), pages 339-352.
    34. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    35. Dasgupta, Susmita & Hua Wang & Wheeler, David, 1997. "Surviving success : policy reform and the future of industrial pollution in China," Policy Research Working Paper Series 1856, The World Bank.
    36. Liu, Qing & Ma, Hong, 2020. "Trade policy uncertainty and innovation: Firm level evidence from China’s WTO accession," Journal of International Economics, Elsevier, vol. 127(C).
    37. Cole Matthew A & Elliott Rob J, 2007. "Do Environmental Regulations Cost Jobs? An Industry-Level Analysis of the UK," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-27, June.
    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. Xie, Yu & Wu, Desheng & Li, Xiaoyan & Tian, Suhua, 2023. "How does environmental regulation affect productivity? The role of corporate compliance strategies," Economic Modelling, Elsevier, vol. 126(C).
    2. Yu, Yantuan & Chen, Xudong & Zhang, Ning, 2022. "Innovation and energy productivity: An empirical study of the innovative city pilot policy in China✰," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    3. Bai, Caiquan & Liu, Hangjuan & Zhang, Rongjie & Feng, Chen, 2023. "Blessing or curse? Market-driven environmental regulation and enterprises' total factor productivity: Evidence from China's carbon market pilots," Energy Economics, Elsevier, vol. 117(C).
    4. Xu Ou & Haiwei Jiang, 2023. "The Impact of Environmental Regulation on Firm Performance: Evidence from the Pulp and Paper Industry in China," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
    5. Shizhong Peng & Haoran Peng & Shirong Pan & Jun Wu, 2023. "Digital Transformation, Green Innovation, and Pollution Abatement: Evidence from China," Sustainability, MDPI, vol. 15(8), pages 1-18, April.

    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. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    2. Zhang, Ming & Zhao, Yingxue, 2023. "Does environmental regulation spur innovation? Quasi-natural experiment in China," World Development, Elsevier, vol. 168(C).
    3. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    4. Marco Bee & Maria Michela Dickson & Flavio Santi, 2018. "Likelihood-based risk estimation for variance-gamma models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 27(1), pages 69-89, March.
    5. Dong Cheng & Zhongzhong Hu & Yong Tan, 2021. "Heterogeneous impacts of finance on firm exports: Evidence from export deregulation in a large developing country," The World Economy, Wiley Blackwell, vol. 44(11), pages 3326-3350, November.
    6. Bin, Peng & Chen, Xiaolan & Fracasso, Andrea & Tomasi, Chiara, 2018. "Resource allocation and productivity across provinces in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 103-113.
    7. Li, Feiyang & Lin, Ziyue & Huang, Liangxiong & Yang, Caiting, 2022. "Environmental regulation and global value chain division position:Analysis based on global transnational data," Energy Policy, Elsevier, vol. 168(C).
    8. Jevan M. Cherniwchan & M. Scott Taylor, 2022. "International Trade and the Environment: Three Remaining Empirical Challenges," NBER Working Papers 30020, National Bureau of Economic Research, Inc.
    9. Gabriella Berloffa & Eleonora Matteazzi & Paola Villa, 2017. "The intergenerational transmission of worklessness in Europe.The role of fathers and mothers," DEM Working Papers 2017/04, Department of Economics and Management.
    10. Guan, Jin & He, Dongwei & Zhu, Qigui, 2022. "More incentive, less pollution: The influence of official appraisal system reform on environmental enforcement," Resource and Energy Economics, Elsevier, vol. 67(C).
    11. Gabriella Berloffa & Eleonora Matteazzi & Alina Şandor & Paola Villa, 2019. "The quality of employment in the early labour market experience of young Europeans," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 43(6), pages 1549-1575.
    12. Sun, Chuanwang & Zhan, Yanhong & Gao, Xiang, 2023. "Does environmental regulation increase domestic value-added in exports? An empirical study of cleaner production standards in China," World Development, Elsevier, vol. 163(C).
    13. Yanyun Li & Faqin Lin & Wenxiao Wang, 2022. "Environmental regulation and inward foreign direct investment: Evidence from the eleventh Five‐Year Plan in China," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 684-707, July.
    14. Du, Kerui & Liu, Xueyue & Zhao, Cheng, 2023. "Environmental regulation mitigates energy rebound effect," Energy Economics, Elsevier, vol. 125(C).
    15. Shiyu Bo, 2021. "Environmental Regulations, Political Incentives and Local Economic Activities: Evidence from China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 812-835, June.
    16. Chor, Davin & Manova, Kalina & Yu, Zhihong, 2021. "Growing like China: Firm performance and global production line position," Journal of International Economics, Elsevier, vol. 130(C).
    17. Fabrice Defever & Alejandro Riaño, 2012. "China's Pure Exporter Subsidies," CEP Discussion Papers dp1182, Centre for Economic Performance, LSE.
    18. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    19. Inma Martínez-Zarzoso & Shampa Roy-Mukherjee & Finn-Ole Semrau & Anca M. Voicu, 2020. "Pollution Reduction by Rationalization in Indian Firms," Working Papers 2020.01, International Network for Economic Research - INFER.
    20. Liu, Mengdi & Tan, Ruipeng & Zhang, Bing, 2021. "The costs of “blue sky”: Environmental regulation, technology upgrading, and labor demand in China," Journal of Development Economics, Elsevier, vol. 150(C).

    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:eee:chieco:v:68:y:2021:i:c:s1043951x21000663. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    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.