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Regulating Conglomerates: Evidence from an Energy Conservation Program in China

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Listed:
  • Qiaoyi Chen
  • Zhao Chen
  • Zhikuo Liu
  • Juan Carlos Suárez Serrato
  • Daniel Yi Xu

Abstract

We study a prominent energy regulation affecting large Chinese manufacturers that are part of broader conglomerates. Using detailed firm-level data and difference-in-differences research designs, we show that regulated firms cut output and shifted some production to unregulated firms within their conglomerate instead of improving their energy efficiency. To account for conglomerate and market spillovers, we interpret these results through the lens of an industry equilibrium model featuring conglomerate production. The policy raises welfare if the per ton benefits of carbon reduction exceed $161. Alternative policies that exploit public information on business networks can increase aggregate energy savings by 10 percent.

Suggested Citation

  • Qiaoyi Chen & Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2025. "Regulating Conglomerates: Evidence from an Energy Conservation Program in China," American Economic Review, American Economic Association, vol. 115(2), pages 408-447, February.
  • Handle: RePEc:aea:aecrev:v:115:y:2025:i:2:p:408-47
    DOI: 10.1257/aer.20211455
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    References listed on IDEAS

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    1. Filippini, Massimo & Geissmann, Thomas & Karplus, Valerie J. & Zhang, Da, 2020. "The productivity impacts of energy efficiency programs in developing countries: Evidence from iron and steel firms in China," China Economic Review, Elsevier, vol. 59(C).
    2. Nicholas Z. Muller & Robert Mendelsohn & William Nordhaus, 2011. "Environmental Accounting for Pollution in the United States Economy," American Economic Review, American Economic Association, vol. 101(5), pages 1649-1675, August.
    3. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    4. Hongshan Ai & Yang Hu & Ke Li, 2021. "Impacts of environmental regulation on firm productivity: evidence from China’s Top 1000 Energy-Consuming Enterprises Program," Applied Economics, Taylor & Francis Journals, vol. 53(7), pages 830-844, February.
    5. Zhu, Junming & Niu, Limin & Ruth, Matthias & Shi, Lei, 2018. "Technological Change and Energy Efficiency in Large Chinese Firms," Ecological Economics, Elsevier, vol. 150(C), pages 241-250.
    6. Zhou, Nan & Levine, Mark D. & Price, Lynn, 2010. "Overview of current energy-efficiency policies in China," Energy Policy, Elsevier, vol. 38(11), pages 6439-6452, November.
    7. Valerie J. Karplus, Xingyao Shen, and Da Zhang, 2020. "Herding Cats: Firm Non-Compliance in Chinas Industrial Energy Efficiency Program," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 1-30.
    8. Zhao, Xiaofan & Li, Huimin & Wu, Liang & Qi, Ye, 2014. "Implementation of energy-saving policies in China: How local governments assisted industrial enterprises in achieving energy-saving targets," Energy Policy, Elsevier, vol. 66(C), pages 170-184.
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    Cited by:

    1. Qiaoyi Chen & Nicholas Ryan & Daniel Yi Xu, 2025. "Firm Selection and Growth in Carbon Offset Markets: Evidence from the Clean Development Mechanism," Cowles Foundation Discussion Papers 2434, Cowles Foundation for Research in Economics, Yale University.

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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • P31 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Socialist Enterprises and Their Transitions
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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