IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v90y2025ics1043951x25000227.html
   My bibliography  Save this article

The effect of corporate energy management on carbon productivity: Regression discontinuity evidence from China

Author

Listed:
  • Yu, Hongwei
  • Fang, Debin
  • Pan, Yuling
  • Yu, Bolin

Abstract

Achieving ambitious carbon reduction targets will inevitably require corporate-level action to reduce carbon emissions. Little research, however, quantitatively explores how to promote coordinated carbon reduction and economic gains from a micro-enterprise perspective. Based on China's key energy-consuming units energy conservation management policy, this paper employs a regression discontinuity design with China Employer-Employee Survey data to investigate the impact of energy management on carbon productivity at the firm level. We find that the policy significantly improves corporate energy management and carbon productivity. Every one standard deviation increase in energy management level will lead to a 101 % increase in carbon productivity relative to its mean. The currently low levels of energy management necessitate proactive energy management practices to enhance carbon productivity. The results are robust to bandwidth choices, placebo test, donut approach, and model specifications. This paper provides important insights for policymakers, corporate managers, and other stakeholders to improve corporate energy management systems and reduce carbon emissions.

Suggested Citation

  • Yu, Hongwei & Fang, Debin & Pan, Yuling & Yu, Bolin, 2025. "The effect of corporate energy management on carbon productivity: Regression discontinuity evidence from China," China Economic Review, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:chieco:v:90:y:2025:i:c:s1043951x25000227
    DOI: 10.1016/j.chieco.2025.102364
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X25000227
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2025.102364?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. Martin, Ralf & Muûls, Mirabelle & de Preux, Laure B. & Wagner, Ulrich J., 2012. "Anatomy of a paradox: Management practices, organizational structure and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 208-223.
    2. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2015. "Do Private Equity Owned Firms Have Better Management Practices?," American Economic Review, American Economic Association, vol. 105(5), pages 442-446, May.
    3. Akbulut-Yuksel, Mevlude & Boulatoff, Catherine, 2021. "The effects of a green nudge on municipal solid waste: Evidence from a clear bag policy," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    4. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    5. Baran Doda & Caterina Gennaioli & Andy Gouldson & David Grover & Rory Sullivan, 2016. "Are Corporate Carbon Management Practices Reducing Corporate Carbon Emissions?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 23(5), pages 257-270, September.
    6. Yu, Bolin & Fang, Debin & Pan, Yuling & Jia, Yunxia, 2023. "Countries’ green total-factor productivity towards a low-carbon world: The role of energy trilemma," Energy, Elsevier, vol. 278(PB).
    7. Calì, Massimiliano & Cantore, Nicola & Iacovone, Leonardo & Pereira-López, Mariana & Presidente, Giorgio, 2022. "Too much energy The perverse effect of low fuel prices on firms," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
    8. Geoff Martin & Eri Saikawa, 2017. "Effectiveness of state climate and energy policies in reducing power-sector CO2 emissions," Nature Climate Change, Nature, vol. 7(12), pages 912-919, December.
    9. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    10. Quan Zhang & Yiwen Lv & Yufeng Wang & Shixiong Yu & Chenxi Li & Rujun Ma & Yongsheng Chen, 2022. "Temperature-dependent dual-mode thermal management device with net zero energy for year-round energy saving," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    11. Ehigiamusoe, Kizito Uyi & Dogan, Eyup, 2022. "The role of interaction effect between renewable energy consumption and real income in carbon emissions: Evidence from low-income countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    12. Zhou, P. & Wang, M., 2016. "Carbon dioxide emissions allocation: A review," Ecological Economics, Elsevier, vol. 125(C), pages 47-59.
    13. Dutta, Prajit K. & Radner, Roy, 2009. "A strategic analysis of global warming: Theory and some numbers," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 187-209, August.
    14. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    15. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    16. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    17. Olatomiwa, Lanre & Mekhilef, Saad & Ismail, M.S. & Moghavvemi, M., 2016. "Energy management strategies in hybrid renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 821-835.
    18. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    19. Tu, Meng & Zhang, Bing & Xu, Jianhua & Lu, Fangwen, 2020. "Mass media, information and demand for environmental quality: Evidence from the “Under the Dome”," Journal of Development Economics, Elsevier, vol. 143(C).
    20. Cheng, Lei & Cheng, Hong & Zhuang, Ziyin, 2019. "Political connections, corporate innovation and entrepreneurship: Evidence from the China Employer-Employee Survey (CEES)," China Economic Review, Elsevier, vol. 54(C), pages 286-305.
    21. Boyd, Gale A. & Curtis, E. Mark, 2014. "Evidence of an “Energy-Management Gap” in U.S. manufacturing: Spillovers from firm management practices to energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 68(3), pages 463-479.
    22. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    23. Alan I. Barreca & Melanie Guldi & Jason M. Lindo & Glen R. Waddell, 2011. "Saving Babies? Revisiting the effect of very low birth weight classification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2117-2123.
    24. Li, Qing & Hu, Dezhuang & Li, Tang, 2022. "The innovation of family firms in China: New evidence from the China employer-employee survey," China Economic Review, Elsevier, vol. 72(C).
    25. Li, Bing & Liu, Chang & Sun, Stephen Teng, 2021. "Do corporate income tax cuts decrease labor share? Regression discontinuity evidence from China," Journal of Development Economics, Elsevier, vol. 150(C).
    26. Bolin Yu & Debin Fang & Andrew N. Kleit & Kun Xiao, 2022. "Exploring the driving mechanism and the evolution of the low‐carbon economy transition: Lessons from OECD developed countries," The World Economy, Wiley Blackwell, vol. 45(9), pages 2766-2795, September.
    27. Nicholas Bloom & Hong Cheng & Mark Duggan & Hongbin Li & Franklin Qian, 2018. "Do CEOs Know Best? Evidence from China," NBER Working Papers 24760, National Bureau of Economic Research, Inc.
    28. Lee, Dasheng & Cheng, Chin-Chi, 2016. "Energy savings by energy management systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 760-777.
    29. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    30. Stefan Lewandowski, 2017. "Corporate Carbon and Financial Performance: The Role of Emission Reductions," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1196-1211, December.
    31. Seongkyoon Jeong & Jaeseok Lee, 2022. "Environment and Energy? The Impact of Environmental Management Systems on Energy Efficiency," Manufacturing & Service Operations Management, INFORMS, vol. 24(3), pages 1311-1328, May.
    32. 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.
    33. Jin, Wei, 2015. "Can China harness globalization to reap domestic carbon savings? Modeling international technology diffusion in a multi-region framework," China Economic Review, Elsevier, vol. 34(C), pages 64-82.
    Full references (including those not matched with items on IDEAS)

    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. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    2. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    3. Salim Atay & Gunes A. Asik & Semih Tumen, 2024. "Impact of Graduating with Honours on Entry Wages of Economics Majors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(3), pages 606-640, June.
    4. Davezies, Laurent & Le Barbanchon, Thomas, 2017. "Regression discontinuity design with continuous measurement error in the running variable," Journal of Econometrics, Elsevier, vol. 200(2), pages 260-281.
    5. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    6. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    7. Adam C. Sales & Ben B. Hansen, 2020. "Limitless Regression Discontinuity," Journal of Educational and Behavioral Statistics, , vol. 45(2), pages 143-174, April.
    8. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    9. Hansen, Benjamin & Miller, Keaton & Weber, Caroline, 2020. "Federalism, partial prohibition, and cross-border sales: Evidence from recreational marijuana," Journal of Public Economics, Elsevier, vol. 187(C).
    10. Gurgand, Marc & Lorenceau, Adrien & Mélonio, Thomas, 2023. "Student loans: Credit constraints and higher education in South Africa," Journal of Development Economics, Elsevier, vol. 161(C).
    11. Montoya, Ana Maria & Noton, Carlos & Solis, Alex, 2018. "The Returns to College Choice: Loans, Scholarships and Labor Outcomes," Working Paper Series 2018:12, Uppsala University, Department of Economics.
    12. Heinesen, Eskil, 2018. "Admission to higher education programmes and student educational outcomes and earnings–Evidence from Denmark," Economics of Education Review, Elsevier, vol. 63(C), pages 1-19.
    13. Prakash, Nishith & Rockmore, Marc & Uppal, Yogesh, 2019. "Do criminally accused politicians affect economic outcomes? Evidence from India," Journal of Development Economics, Elsevier, vol. 141(C).
    14. Wang, Yadong & Wang, Delu & Shi, Xunpeng, 2022. "Exploring the multidimensional effects of China's coal de-capacity policy: A regression discontinuity design," Resources Policy, Elsevier, vol. 75(C).
    15. Bartalotti Otávio, 2019. "Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-26, January.
    16. Angelo D'Andrea, 2019. "Mayor’s wage and Public procurement," BAFFI CAREFIN Working Papers 19125, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    17. Lauren Schudde & Judith Scott-Clayton, 2016. "Pell Grants as Performance-Based Scholarships? An Examination of Satisfactory Academic Progress Requirements in the Nation’s Largest Need-Based Aid Program," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(8), pages 943-967, December.
    18. Anderson, Kathryn & Gong, Xue & Hong, Kai & Zhang, Xi, 2016. "Do selective high schools improve student achievement? Effects of exam schools in China," China Economic Review, Elsevier, vol. 40(C), pages 121-134.
    19. Burgherr, David, 2022. "Behavioral Responses to a Pension Savings Mandate : Quasi-experimental Evidence from Swiss Tax Data," CAGE Online Working Paper Series 645, Competitive Advantage in the Global Economy (CAGE).

    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:90:y:2025:i:c:s1043951x25000227. 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.