IDEAS home Printed from https://ideas.repec.org/a/bla/popmgt/v30y2021i9p3143-3160.html
   My bibliography  Save this article

Supply Chain Carbon Footprinting and Climate Change Disclosures of Global Firms

Author

Listed:
  • Christian C. Blanco

Abstract

The content of climate change disclosures of large, global companies evolved from 2007 to 2016. Within that window, the same set of firms started measuring and disclosing their supply chain carbon emissions. Does carbon footprinting influence the nature and content of a firm's disclosure on the climate change risks that are expected to affect its business? We explore this question using more than 10,925 climate change disclosures collected by the CDP (formerly the Carbon Disclosure Project) from 2,003 firms worldwide. We use singular value decomposition and text similarity scores to quantitatively examine the content of the CDP disclosures from 2007 to 2016. Using fixed effects and dynamic panel models, we find that measuring supply chain carbon emissions (Scope 3) explains a substantial shift in the content and nature of the disclosures. We find no evidence that measuring and disclosing direct emissions (Scope 1) are associated with substantial changes in the content of the disclosures. One explanation for this is that most of the climate change‐related risks are in the supply chain, not within the company boundaries of large, global firms. Our results show the importance of encouraging firms to voluntarily measure their supply chain carbon emissions if they are not yet aware of their contribution and exposure to climate change. Our work shows that firms’ response to climate change is dynamic, and it may take a decade to detect these shifts.

Suggested Citation

  • Christian C. Blanco, 2021. "Supply Chain Carbon Footprinting and Climate Change Disclosures of Global Firms," Production and Operations Management, Production and Operations Management Society, vol. 30(9), pages 3143-3160, September.
    • Handle: RePEc:bla:popmgt:v:30:y:2021:i:9:p:3143-3160
    DOI: 10.1111/poms.13421
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/poms.13421
    Download Restriction: no
    File URL: https://libkey.io/10.1111/poms.13421?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. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    2. Su‐Yol Lee, 2012. "Corporate Carbon Strategies in Responding to Climate Change," Business Strategy and the Environment, Wiley Blackwell, vol. 21(1), pages 33-48, January.
    3. Magali Delmas & Michael W. Toffel, 2004. "Stakeholders and environmental management practices: an institutional framework," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 209-222, July.
    4. Brian W. Jacobs, 2014. "Shareholder Value Effects of Voluntary Emissions Reduction," Production and Operations Management, Production and Operations Management Society, vol. 23(11), pages 1859-1874, November.
    5. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    6. Daniel Tschopp & Ronald Huefner, 2015. "Comparing the Evolution of CSR Reporting to that of Financial Reporting," Journal of Business Ethics, Springer, vol. 127(3), pages 565-577, March.
    7. David Christopher Sprengel & Timo Busch, 2011. "Stakeholder engagement and environmental strategy – the case of climate change," Business Strategy and the Environment, Wiley Blackwell, vol. 20(6), pages 351-364, September.
    8. Simon Dietz & Alex Bowen & Charlie Dixon & Philip Gradwell, 2016. "‘Climate value at risk’ of global financial assets," Nature Climate Change, Nature, vol. 6(7), pages 676-679, July.
    9. Blanco, Christian & Caro, Felipe & Corbett, Charles J., 2017. "An inside perspective on carbon disclosure," Business Horizons, Elsevier, vol. 60(5), pages 635-646.
    10. Elizabeth Stanny, 2013. "Voluntary Disclosures of Emissions by US Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 22(3), pages 145-158, March.
    11. David F. Drake & Paul R. Kleindorfer & Luk N. Van Wassenhove, 2016. "Technology Choice and Capacity Portfolios under Emissions Regulation," Production and Operations Management, Production and Operations Management Society, vol. 25(6), pages 1006-1025, June.
    12. Georg Weinhofer & Volker H. Hoffmann, 2010. "Mitigating climate change – how do corporate strategies differ?," Business Strategy and the Environment, Wiley Blackwell, vol. 19(2), pages 77-89, February.
    13. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    14. Jun Li & Di (Andrew) Wu, 2020. "Do Corporate Social Responsibility Engagements Lead to Real Environmental, Social, and Governance Impact?," Management Science, INFORMS, vol. 66(6), pages 2564-2588, June.
    15. Robert G. Eccles & Ioannis Ioannou & George Serafeim, 2014. "The Impact of Corporate Sustainability on Organizational Processes and Performance," Management Science, INFORMS, vol. 60(11), pages 2835-2857, November.
    16. Erin M. Reid & Michael W. Toffel, 2009. "Responding to public and private politics: corporate disclosure of climate change strategies," Strategic Management Journal, Wiley Blackwell, vol. 30(11), pages 1157-1178, November.
    17. Su‐Yol Lee & Robert D. Klassen, 2016. "Firms’ Response to Climate Change: The Interplay of Business Uncertainty and Organizational Capabilities," Business Strategy and the Environment, Wiley Blackwell, vol. 25(8), pages 577-592, December.
    18. Satish Joshi, 1999. "Product Environmental Life‐Cycle Assessment Using Input‐Output Techniques," Journal of Industrial Ecology, Yale University, vol. 3(2‐3), pages 95-120, April.
    19. Dietz, Simon & Bowen, Alex & Dixon, Charlie & Gradwell, Philip, 2016. "Climate value at risk of global financial assets," LSE Research Online Documents on Economics 66226, London School of Economics and Political Science, LSE Library.
    20. Blanco, Christian C. & Caro, Felipe & Corbett, Charles J., 2020. "Do carbon abatement opportunities become less profitable over time? A global firm-level perspective using CDP data," Energy Policy, Elsevier, vol. 138(C).
    21. Walid Ben‐Amar & Philip McIlkenny, 2015. "Board Effectiveness and the Voluntary Disclosure of Climate Change Information," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 704-719, December.
    22. Erin Marie Reid & Michael W. Toffel, 2008. "Responding to Public and Private Politics: Corporate Disclosure of Climate Change Strategies," Harvard Business School Working Papers 09-019, Harvard Business School, revised Jun 2009.
    23. Li, Yi, 2017. "Voluntary disclosure and investment in environmental technology," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 331-341.
    24. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    25. Thomas P. Lyon & John W. Maxwell, 2011. "Greenwash: Corporate Environmental Disclosure under Threat of Audit," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(1), pages 3-41, March.
    26. 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.
    27. Chonnikarn (Fern) Jira & Michael W. Toffel, 2013. "Engaging Supply Chains in Climate Change," Manufacturing & Service Operations Management, INFORMS, vol. 15(4), pages 559-577, October.
    28. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    29. Chin Hee Hahn & Sang-Hyop Lee & Kyoung-Soo Yoon (ed.), 2012. "Responding to Climate Change," Books, Edward Elgar Publishing, number 14709.
    30. Georg Weinhofer & Timo Busch, 2013. "Corporate Strategies for Managing Climate Risks," Business Strategy and the Environment, Wiley Blackwell, vol. 22(2), pages 121-144, February.
    31. Paul C. Godfrey & Craig B. Merrill & Jared M. Hansen, 2009. "The relationship between corporate social responsibility and shareholder value: an empirical test of the risk management hypothesis," Strategic Management Journal, Wiley Blackwell, vol. 30(4), pages 425-445, April.
    32. Robert D. Klassen & Curtis P. McLaughlin, 1996. "The Impact of Environmental Management on Firm Performance," Management Science, INFORMS, vol. 42(8), pages 1199-1214, August.
    33. Su‐Yol Lee & Yun‐Seon Park & Robert D. Klassen, 2015. "Market Responses to Firms' Voluntary Climate Change Information Disclosure and Carbon Communication," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 22(1), pages 1-12, January.
    34. Ans Kolk & David Levy & Jonatan Pinkse, 2008. "Corporate Responses in an Emerging Climate Regime: The Institutionalization and Commensuration of Carbon Disclosure," European Accounting Review, Taylor & Francis Journals, vol. 17(4), pages 719-745.
    35. Scott Deerwester & Susan T. Dumais & George W. Furnas & Thomas K. Landauer & Richard Harshman, 1990. "Indexing by latent semantic analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 41(6), pages 391-407, September.
    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. Sining Song & Yan Dong & Thomas Kull & Craig Carter & Kefeng Xu, 2023. "Supply chain leakage of greenhouse gas emissions and supplier innovation," Production and Operations Management, Production and Operations Management Society, vol. 32(3), pages 882-903, March.
    2. Ji, Jingna & Li, Tao & Yang, Lei, 2023. "Pricing and carbon reduction strategies for vertically differentiated firms under Cap-and-Trade regulation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    3. Nur Sunar & Jayashankar M. Swaminathan, 2022. "Socially relevant and inclusive operations management," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4379-4392, December.
    4. Khaled El Sakty & Mohamed Abdelraouf & Samira Allam, 2023. "How Logistics Performance Reshapes The Movement Of Stocks In The Context Of Climate Change?," Business Logistics in Modern Management, Josip Juraj Strossmayer University of Osijek, Faculty of Economics, Croatia, vol. 23, pages 43-62.
    5. Qiang Du & Jiajie Zhou, 2022. "Evolution of Low Carbon Supply Chain Research: A Systematic Bibliometric Analysis," IJERPH, MDPI, vol. 19(23), pages 1-20, November.
    6. Nguyen, Jason, 2024. "Beyond policy impacts: Internal strategic capabilities as determinants of industrial energy efficiency implementation," Energy Policy, Elsevier, vol. 184(C).
    7. Katrina Lintukangas & Heli Arminen & Anni-Kaisa Kähkönen & Elina Karttunen, 2023. "Determinants of Supply Chain Engagement in Carbon Management," Journal of Business Ethics, Springer, vol. 186(1), pages 87-104, August.
    8. Maximilian Hettler & Lorenz Graf‐Vlachy, 2024. "Corporate scope 3 carbon emission reporting as an enabler of supply chain decarbonization: A systematic review and comprehensive research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 263-282, February.

    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. Theodore Metaxas & Maria Tsavdaridou, 2017. "Environmental Policy and CSR in Petroleum Refining Companies in Greece: Content and Global Reporting Initiative (GRI) Analysis," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 1-29, September.
    2. Zahra Borghei, 2021. "Carbon disclosure: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5255-5280, December.
    3. Matthias Damert & Rupert J. Baumgartner, 2018. "External Pressures or Internal Governance – What Determines the Extent of Corporate Responses to Climate Change?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 473-488, July.
    4. Lily Hsueh, 2019. "Opening up the firm: What explains participation and effort in voluntary carbon disclosure by global businesses? An analysis of internal firm factors and dynamics," Business Strategy and the Environment, Wiley Blackwell, vol. 28(7), pages 1302-1322, November.
    5. Chien‐Ming Chen & Maria J. Montes‐Sancho, 2017. "Do Perceived Operational Impacts Affect the Portfolio of Carbon‐Abatement Technologies?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(3), pages 235-248, May.
    6. Abreu, Mônica Cavalcanti Sá de & Webb, Kernaghan & Araújo, Francisco Sávio Maurício & Cavalcante, Jaime Phasquinel Lopes, 2021. "From “business as usual” to tackling climate change: Exploring factors affecting low-carbon decision-making in the canadian oil and gas sector," Energy Policy, Elsevier, vol. 148(PA).
    7. Mohammed S. Albarrak & Marwa Elnahass & Aly Salama, 2019. "The effect of carbon dissemination on cost of equity," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1179-1198, September.
    8. Andrew Bryant & Jennifer J. Griffin & Vanessa G. Perry, 2020. "Mitigating climate change: A role for regulations and risk‐taking," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 605-618, February.
    9. Sanjay Patnaik, 2020. "Emissions permit allocation and strategic firm behavior: Evidence from the oil sector in the European Union emissions trading scheme," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 976-995, March.
    10. Daniel Kouloukoui & Marcia Mara de Oliveira Marinho & Sônia Maria da Silva Gomes & Pieter de Jong & Asher Kiperstok & Ednildo Andrade Torres, 2020. "The impact of the board of directors on business climate change management: case of Brazilian companies," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(1), pages 127-147, January.
    11. Christian Felix Böttcher & Martin Müller, 2015. "Drivers, Practices and Outcomes of Low‐carbon Operations: Approaches of German Automotive Suppliers to Cutting Carbon Emissions," Business Strategy and the Environment, Wiley Blackwell, vol. 24(6), pages 477-498, September.
    12. Frederik Dahlmann & Layla Branicki & Stephen Brammer, 2017. "‘Carrots for Corporate Sustainability’: Impacts of Incentive Inclusiveness and Variety on Environmental Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1110-1131, December.
    13. Simon Cadez & Albert Czerny & Peter Letmathe, 2019. "Stakeholder pressures and corporate climate change mitigation strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 1-14, January.
    14. Oksana Seroka-Stolka, 2023. "Enhancing Environmental Sustainability: Stakeholder Pressure and Corporate CO 2 -Related Performance—An Examination of the Mediating and Moderating Effects of Corporate Decarbonization Strategies," Sustainability, MDPI, vol. 15(19), pages 1-18, September.
    15. Olivier Boiral & Marie‐Christine Brotherton & Léo Rivaud & David Talbot, 2022. "Comparing the uncomparable? An investigation of car manufacturers' climate performance," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2213-2229, July.
    16. Agnieszka Karman, 2022. "The Homogenization of Carbon Management Practices: How Organizations Response to Isomorphic Pressures to Reduce GHG Emissions," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 148-173.
    17. Jing Jia & Zhongtian Li, 2022. "Corporate Environmental Performance and Financial Distress: Evidence from Australia," Australian Accounting Review, CPA Australia, vol. 32(2), pages 188-200, June.
    18. Zhang, Bin & Lai, Kee-hung & Wang, Bo & Wang, Zhaohua, 2017. "Shareholder value effects of corporate carbon trading: Empirical evidence from market reaction towards Clean Development Mechanism in China," Energy Policy, Elsevier, vol. 110(C), pages 410-421.
    19. Kira R. Fabrizio & Eun-Hee Kim, 2019. "Reluctant Disclosure and Transparency: Evidence from Environmental Disclosures," Organization Science, INFORMS, vol. 30(6), pages 1207-1231, November.
    20. Mahmoudian, Fereshteh & Lu, Jing & Yu, Dongning & Nazari, Jamal A. & Herremans, Irene M., 2021. "Inter-and intra-organizational stakeholder arrangements in carbon management accounting," The British Accounting Review, Elsevier, vol. 53(1).

    More about this item

    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:bla:popmgt:v:30:y:2021:i:9:p:3143-3160. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1937-5956 .

    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.