IDEAS home Printed from https://ideas.repec.org/a/sae/enejou/v41y2020i4p1-30.html

Herding Cats: Firm Non-Compliance in China’s Industrial Energy Efficiency Program

Author

Listed:
  • Valerie J. Karplus
  • Xingyao Shen
  • Da Zhang

Abstract

We study firm responses to a large-scale energy efficiency program in China, focusing on the quality of reporting and compliance outcomes. Using statistical methods to detect data manipulation in compliance reports, we find evidence that firms deliberately exaggerated performance during the first phase of the program (2006-2010), suggesting the high compliance rate was overstated. In its second phase (2011-2015), the number of firms in the program expanded by an order of magnitude, and the compliance rate decreased. We develop a simple model to show how the observed increase in non-compliance is consistent with reduced misreporting. Statistical tests find no evidence of manipulation in the second phase. Larger firms, especially those not controlled by the state, and firms in cities with relatively low growth were more likely to report non-compliance, which suggests a role for state control and local protectionism in shaping compliance decisions. Based on our findings, we offer several lessons for future program design.

Suggested Citation

  • Valerie J. Karplus & Xingyao Shen & Da Zhang, 2020. "Herding Cats: Firm Non-Compliance in China’s Industrial Energy Efficiency Program," The Energy Journal, , vol. 41(4), pages 1-30, July.
    • Handle: RePEc:sae:enejou:v:41:y:2020:i:4:p:1-30
    DOI: 10.5547/01956574.41.4.vkar
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.5547/01956574.41.4.vkar
    Download Restriction: no
    File URL: https://libkey.io/10.5547/01956574.41.4.vkar?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
    ---><---

    References listed on IDEAS

    as
    1. Stephen J. Decanio & William E. Watkins, 1998. "Investment In Energy Efficiency: Do The Characteristics Of Firms Matter?," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 95-107, February.
    2. Esther Duflo & Michael Greenstone & Nicholas Ryan, 2013. "Truth-telling by Third-party Auditors and the Response of Polluting Firms: Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1499-1545.
    3. Emanuele Bajo & Marco Bigelli & David Hillier & Barbara Petracci, 2009. "The Determinants of Regulatory Compliance: An Analysis of Insider Trading Disclosures in Italy," Journal of Business Ethics, Springer, vol. 90(3), pages 331-343, December.
    4. 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.
    5. Kenneth Gillingham & Karen Palmer, 2014. "Bridging the Energy Efficiency Gap: Policy Insights from Economic Theory and Empirical Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 8(1), pages 18-38, January.
    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. Dan Xie, 2024. "China’s Manufacturing Pollution, Environmental Regulation and Trade," FIW Working Paper series 198, FIW.

    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. Häckel, Björn & Pfosser, Stefan & Tränkler, Timm, 2017. "Explaining the energy efficiency gap - Expected Utility Theory versus Cumulative Prospect Theory," Energy Policy, Elsevier, vol. 111(C), pages 414-426.
    2. Löschel, Andreas & Lutz, Benjamin Johannes & Massier, Philipp, 2017. "Credit constraints, energy management practices, and investments in energy saving technologies: German manufacturing in close-up," CAWM Discussion Papers 98, University of Münster, Münster Center for Economic Policy (MEP).
    3. 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).
    4. Da Zhang & Valerie J. Karplus, 2025. "Management practices and manufacturing firm responses to a randomized energy audit," Nature Energy, Nature, vol. 10(5), pages 557-568, May.
    5. 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.
    6. Fischbacher, Urs & Schudy, Simeon & Teyssier, Sabrina, 2021. "Heterogeneous preferences and investments in energy saving measures," Resource and Energy Economics, Elsevier, vol. 63(C).
    7. Olsthoorn, Mark & Schleich, Joachim & Hirzel, Simon, 2017. "Adoption of Energy Efficiency Measures for Non-residential Buildings: Technological and Organizational Heterogeneity in the Trade, Commerce and Services Sector," Ecological Economics, Elsevier, vol. 136(C), pages 240-254.
    8. Yael Nidam & Ali Irani & Jamie Bemis & Christoph Reinhart, 2023. "Census-based urban building energy modeling to evaluate the effectiveness of retrofit programs," Environment and Planning B, , vol. 50(9), pages 2394-2406, November.
    9. Zha, Donglan & Yang, Guanglei & Wang, Wenzhong & Wang, Qunwei & Zhou, Dequn, 2020. "Appliance energy labels and consumer heterogeneity: A latent class approach based on a discrete choice experiment in China," Energy Economics, Elsevier, vol. 90(C).
    10. Heutel, Garth, 2019. "Prospect theory and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 236-254.
    11. Lai, Yuan & Papadopoulos, Sokratis & Fuerst, Franz & Pivo, Gary & Sagi, Jacob & Kontokosta, Constantine E., 2022. "Building retrofit hurdle rates and risk aversion in energy efficiency investments," Applied Energy, Elsevier, vol. 306(PB).
    12. Matilde Giaccherini & David H. Herberich & David Jimenez-Gomez & John A. List & Giovanni Ponti & Michael K. Price, 2019. "The Behavioralist Goes Door-To-Door: Understanding Household Technological Diffusion Using a Theory-Driven Natural Field Experiment," NBER Working Papers 26173, National Bureau of Economic Research, Inc.
    13. Runst, Petrik & Bettendorf, Axel, 2017. "Energieeffizienz in Klein- und Kleinstunternehmen des Handwerks," Göttinger Beiträge zur Handwerksforschung 16, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    14. He, Shutong & Qian, Queena K. & Porsius, Jarry T., 2025. "Trigger my motivations and remove my barriers: Latent class analyses of homeowners’ perception about home energy retrofit," Energy Policy, Elsevier, vol. 205(C).
    15. Stefan Lamp, 2023. "Sunspots That Matter: The Effect of Weather on Solar Technology Adoption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(4), pages 1179-1219, April.
    16. Blonz, Joshua, 2018. "The Welfare Costs of Misaligned Incentives: Energy Inefficiency and the Principal-Agent Problem," RFF Working Paper Series 18-28, Resources for the Future.
    17. Broberg, Thomas & Kažukauskas, Andrius, 2021. "Information policies and biased cost perceptions - The case of Swedish residential energy consumption," Energy Policy, Elsevier, vol. 149(C).
    18. Zhu, Junming & Chertow, Marian R., 2017. "Business Strategy Under Institutional Constraints: Evidence From China's Energy Efficiency Regulations," Ecological Economics, Elsevier, vol. 135(C), pages 10-21.
    19. Joshua Blonz, 2019. "The Welfare Costs of Misaligned Incentives: Energy Inefficiency and the Principal-Agent Problem," Finance and Economics Discussion Series 2019-071, Board of Governors of the Federal Reserve System (U.S.).
    20. Zhang, Dayong & Li, Jun & Ji, Qiang, 2020. "Does better access to credit help reduce energy intensity in China? Evidence from manufacturing firms," Energy Policy, Elsevier, vol. 145(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:sae:enejou:v:41:y:2020:i:4:p:1-30. 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: SAGE Publications (email available below). General contact details of provider: .

    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.