IDEAS home Printed from https://ideas.repec.org/a/inm/ormsom/v15y2013i4p545-558.html
   My bibliography  Save this article

Double Counting in Supply Chain Carbon Footprinting

Author

Listed:
  • Felipe Caro

    (Anderson School of Management, University of California, Los Angeles, Los Angeles, California 90095)

  • Charles J. Corbett

    (Anderson School of Management, University of California, Los Angeles, Los Angeles, California 90095)

  • Tarkan Tan

    (School of Industrial Engineering, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands)

  • Rob Zuidwijk

    (Rotterdam School of Management, Erasmus University, 3000 DR Rotterdam, The Netherlands)

Abstract

Carbon footprinting is a tool for firms to determine the total greenhouse gas (GHG) emissions associated with their supply chain or with a unit of final product or service. Carbon footprinting typically aims to identify where best to invest in emission reduction efforts, and/or to determine the proportion of total emissions that an individual firm is accountable for, whether financially and/or operationally. A major and underrecognized challenge in determining the appropriate allocation stems from the high degree to which GHG emissions are the result of joint efforts by multiple firms. We introduce a simple but general model of joint production of GHG emissions in general supply chains, decomposing the total footprint into processes, each of which can be influenced by any combination of firms. We analyze two main scenarios. In the first scenario, the social planner allocates emissions to individual firms and imposes a cost on them (such as a carbon tax) in proportion to the emissions allocated. In the second scenario, a carbon leader voluntarily agrees to offset all emissions in the entire supply chain and then contracts with individual firms to recoup (part of) the costs of those offsets. In both cases, we find that, to induce the optimal effort levels, the emissions need to be overallocated, even if the carbon tax is the true social cost of carbon. This is in contrast to the usual focus in the life-cycle assessment (LCA) and carbon footprinting literatures on avoiding double counting. Our work aims to lay the foundation for a framework to integrate the economics- and LCA-based perspectives on supply chain carbon footprinting.

Suggested Citation

  • Felipe Caro & Charles J. Corbett & Tarkan Tan & Rob Zuidwijk, 2013. "Double Counting in Supply Chain Carbon Footprinting," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 545-558, October.
  • Handle: RePEc:inm:ormsom:v:15:y:2013:i:4:p:545-558
    DOI: 10.1287/msom.2013.0443
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/msom.2013.0443
    Download Restriction: no

    File URL: https://libkey.io/10.1287/msom.2013.0443?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. David Pearce, 2003. "The Social Cost of Carbon and its Policy Implications," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 19(3), pages 362-384.
    2. Tol, Richard S. J., 2005. "The marginal damage costs of carbon dioxide emissions: an assessment of the uncertainties," Energy Policy, Elsevier, vol. 33(16), pages 2064-2074, November.
    3. Bovenberg, A Lans & Goulder, Lawrence H, 1996. "Optimal Environmental Taxation in the Presence of Other Taxes: General-Equilibrium Analyses," American Economic Review, American Economic Association, vol. 86(4), pages 985-1000, September.
    4. Sugato Bhattacharyya & Francine Lafontaine, 1995. "Double-Sided Moral Hazard and the Nature of Share Contracts," RAND Journal of Economics, The RAND Corporation, vol. 26(4), pages 761-781, Winter.
    5. Tol, Richard S. J., 2008. "The Social Cost of Carbon: Trends, Outliers and Catastrophes," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-22.
    6. Patrick Legros & Steven A. Matthews, 1993. "Efficient and Nearly-Efficient Partnerships," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 599-611.
    7. Gary H. Chao & Seyed M. R. Iravani & R. Canan Savaskan, 2009. "Quality Improvement Incentives and Product Recall Cost Sharing Contracts," Management Science, INFORMS, vol. 55(7), pages 1122-1138, July.
    8. Meredith Fowlie & Mar Reguant & Stephen P. Ryan, 2016. "Market-Based Emissions Regulation and Industry Dynamics," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 249-302.
    9. Charles J. Corbett & Gregory A. DeCroix, 2001. "Shared-Savings Contracts for Indirect Materials in Supply Chains: Channel Profits and Environmental Impacts," Management Science, INFORMS, vol. 47(7), pages 881-893, July.
    10. Plambeck, Erica L & Hope, Chris, 1996. "PAGE95 : An updated valuation of the impacts of global warming," Energy Policy, Elsevier, vol. 24(9), pages 783-793, September.
    11. Mukesh Eswaran & Ashok Kotwal, 1984. "The Moral Hazard of Budget-Breaking," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 578-581, Winter.
    12. Segerson, Kathleen, 1988. "Uncertainty and incentives for nonpoint pollution control," Journal of Environmental Economics and Management, Elsevier, vol. 15(1), pages 87-98, March.
    13. Guillaume Roels & Uday S. Karmarkar & Scott Carr, 2010. "Contracting for Collaborative Services," Management Science, INFORMS, vol. 56(5), pages 849-863, May.
    14. Martin L. Weitzman, 2009. "On Modeling and Interpreting the Economics of Catastrophic Climate Change," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 1-19, February.
    15. Bengt Holmstrom, 1982. "Moral Hazard in Teams," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 324-340, Autumn.
    16. Lippman, Steven A. & Mamer, John W. & McCardle, Kevin F., 1987. "Comparative statics in non-cooperative games via transfinitely iterated play," Journal of Economic Theory, Elsevier, vol. 41(2), pages 288-303, April.
    17. Sundaram,Rangarajan K., 1996. "A First Course in Optimization Theory," Cambridge Books, Cambridge University Press, number 9780521497190, October.
    18. Stanley Baiman & Paul E. Fischer & Madhav V. Rajan, 2000. "Information, Contracting, and Quality Costs," Management Science, INFORMS, vol. 46(6), pages 776-789, June.
    19. Kolk, Ans & Pinkse, Jonatan, 2004. "Market Strategies for Climate Change," European Management Journal, Elsevier, vol. 22(3), pages 304-314, June.
    20. Battaglini, Marco, 2006. "Joint production in teams," Journal of Economic Theory, Elsevier, vol. 130(1), pages 138-167, September.
    21. Kaijie Zhu & Rachel Q. Zhang & Fugee Tsung, 2007. "Pushing Quality Improvement Along Supply Chains," Management Science, INFORMS, vol. 53(3), pages 421-436, March.
    22. -, 2009. "The economics of climate change," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38679, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    23. Martin Shubik, 1962. "Incentives, Decentralized Control, the Assignment of Joint Costs and Internal Pricing," Management Science, INFORMS, vol. 8(3), pages 325-343, April.
    24. Luis Rayo, 2007. "Relational Incentives and Moral Hazard in Teams," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 937-963.
    25. Lenzen, Manfred & Murray, Joy & Sack, Fabian & Wiedmann, Thomas, 2007. "Shared producer and consumer responsibility -- Theory and practice," Ecological Economics, Elsevier, vol. 61(1), pages 27-42, February.
    26. McAfee, R Preston & McMillan, John, 1991. "Optimal Contracts for Teams," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 561-577, August.
    27. Bovenberg, A.L. & Goulder, L.H., 1996. "Optimal environmental taxation in the presence of other taxes : General equilibrium analyses," Other publications TiSEM 5d4b7517-c5c8-4ef6-ab76-3, Tilburg University, School of Economics and Management.
    28. Strausz, Roland, 1999. "Efficiency in Sequential Partnerships," Journal of Economic Theory, Elsevier, vol. 85(1), pages 140-156, March.
    29. Buchanan, James M, 1969. "External Diseconomies, Corrective Taxes, and Market Structure," American Economic Review, American Economic Association, vol. 59(1), pages 174-177, March.
    30. Sundaram,Rangarajan K., 1996. "A First Course in Optimization Theory," Cambridge Books, Cambridge University Press, number 9780521497701, October.
    31. Kashi R. Balachandran & Suresh Radhakrishnan, 2005. "Quality Implications of Warranties in a Supply Chain," Management Science, INFORMS, vol. 51(8), pages 1266-1277, August.
    32. Corbett, Charles J. & DeCroix, Gregory A. & Ha, Albert Y., 2005. "Optimal shared-savings contracts in supply chains: Linear contracts and double moral hazard," European Journal of Operational Research, Elsevier, vol. 163(3), pages 653-667, June.
    33. Roland Ismer & Karsten Neuhoff, 2007. "Border tax adjustment: a feasible way to support stringent emission trading," European Journal of Law and Economics, Springer, vol. 24(2), pages 137-164, October.
    34. Charles J. Corbett & Robert D. Klassen, 2006. "Extending the Horizons: Environmental Excellence as Key to Improving Operations," Manufacturing & Service Operations Management, INFORMS, vol. 8(1), pages 5-22, March.
    35. Blanca Gallego & Manfred Lenzen, 2005. "A consistent input-output formulation of shared producer and consumer responsibility," Economic Systems Research, Taylor & Francis Journals, vol. 17(4), pages 365-391.
    36. Stanley Baiman & Paul E. Fischer & Madhav V. Rajan, 2001. "Performance Measurement and Design in Supply Chains," Management Science, INFORMS, vol. 47(1), pages 173-188, January.
    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. Prasenjit Mandal & Tarun Jain & Abhishek Chakraborty, 2021. "Quality collaboration contracts under product pricing strategies," Annals of Operations Research, Springer, vol. 302(1), pages 231-264, July.
    2. Sanjith Gopalakrishnan & Daniel Granot & Frieda Granot & Greys Sošić & Hailong Cui, 2021. "Incentives and Emission Responsibility Allocation in Supply Chains," Management Science, INFORMS, vol. 67(7), pages 4172-4190, July.
    3. Moussawi-Haidar, Lama & Çömez-Dolgan, Nagihan, 2017. "Percentage rent contracts between co-stores," European Journal of Operational Research, Elsevier, vol. 258(3), pages 912-925.
    4. van den Bergh, J.C.J.M. & Botzen, W.J.W., 2015. "Monetary valuation of the social cost of CO2 emissions: A critical survey," Ecological Economics, Elsevier, vol. 114(C), pages 33-46.
    5. Nordhaus, William, 2013. "Integrated Economic and Climate Modeling," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1069-1131, Elsevier.
    6. Richard S.J. Tol, 2021. "Estimates of the social cost of carbon have not changed over time," Working Paper Series 0821, Department of Economics, University of Sussex Business School.
    7. Iida, Tetsuo, 2012. "Coordination of cooperative cost-reduction efforts in a supply chain partnership," European Journal of Operational Research, Elsevier, vol. 222(2), pages 180-190.
    8. Pei†Cheng Liao & Suresh Radhakrishnan, 2013. "A Commitment†Based Explanation for Outsourcing Multiple Tasks," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 1063-1081, September.
    9. Nitish Jain & Sameer Hasija & Dana G. Popescu, 2013. "Optimal Contracts for Outsourcing of Repair and Restoration Services," Operations Research, INFORMS, vol. 61(6), pages 1295-1311, December.
    10. Richard S. J. Tol, 2021. "Estimates of the social cost of carbon have increased over time," Papers 2105.03656, arXiv.org, revised Aug 2022.
    11. Richard Tol, 2012. "On the Uncertainty About the Total Economic Impact of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 53(1), pages 97-116, September.
    12. Chen, Zhenzhen & Zhu, Wanshan & Crama, Pascale, 2023. "Subcontracting and rework cost sharing in engineering–procurement–construction projects," International Journal of Production Economics, Elsevier, vol. 262(C).
    13. Elodie Adida & Fernanda Bravo, 2019. "Contracts for Healthcare Referral Services: Coordination via Outcome-Based Penalty Contracts," Management Science, INFORMS, vol. 65(3), pages 1322-1341, March.
    14. Gary H. Chao & Seyed M. R. Iravani & R. Canan Savaskan, 2009. "Quality Improvement Incentives and Product Recall Cost Sharing Contracts," Management Science, INFORMS, vol. 55(7), pages 1122-1138, July.
    15. Richard S J Tol, 2018. "The Economic Impacts of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 4-25.
    16. Yang Dong & Kefeng Xu & Yi Xu & Xiang Wan, 2013. "Quality Assurance Contracts in a Multi-Level Supply Chain," Working Papers 0206mss, College of Business, University of Texas at San Antonio.
    17. Guillaume Roels, 2014. "Optimal Design of Coproductive Services: Interaction and Work Allocation," Manufacturing & Service Operations Management, INFORMS, vol. 16(4), pages 578-594, October.
    18. Steve Newbold & Charles Griffiths & Christopher C. Moore & Ann Wolverton & Elizabeth Kopits, 2010. "The "Social Cost of Carbon" Made Simple," NCEE Working Paper Series 201007, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Aug 2010.
    19. Tol, Richard S.J., 2012. "A cost–benefit analysis of the EU 20/20/2020 package," Energy Policy, Elsevier, vol. 49(C), pages 288-295.
    20. Wei, Yi-Ming & Mi, Zhi-Fu & Huang, Zhimin, 2015. "Climate policy modeling: An online SCI-E and SSCI based literature review," Omega, Elsevier, vol. 57(PA), pages 70-84.

    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:inm:ormsom:v:15:y:2013:i:4:p:545-558. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.