Is carbon risk relevant in the Brazilian market?
DOI:
https://doi.org/10.11606/issn.1982-6486.rco.2024.224756Keywords:
Carbon disclosure, Stock return, Sustainable financeAbstract
The purpose of this study is to analyze the relationship between stock return and the disclosure of carbon emissions in the Brazilian market. International literature has documented a strong correlation between stock returns and carbon emissions on a global scale. There is little evidence on the impact of carbon emissions disclosure on the Brazilian capital markets. Previous studies in the Brazilian market analyzed stock returns for a B3 Carbon Index (ICO2) sample, and they did not find superior stock returns for those firms. This study expands the sample considering all companies that voluntarily disclosed carbon emissions. We also analyze the relation between carbon emissions and stock return. Despite the high level of carbon disclosure by Brazilian companies, the results of this study did not identify carbon premium in the carbon-transition risk in the Brazilian market. This result contradicts prior international evidence. This study contributes to the sustainable finance literature by analyzing the relevance of the disclosure of carbon emissions in the capital markets of an emerging economy.
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References
Aswani, J., Raghunandan, A., & Rajgopal, S. (2024). Are carbon emissions associated with stock returns? Review of Finance, 28(1), 75-106. https://doi.org/10.1093/rof/rfad013
Atilgan, Y., Demirtas, O. K., Edmans, A., & Gunaydin, A. D. (2023). Does the carbon premium reflect risk or mispricing? European Corporate Governance Institute – Finance Working Paper n. 940/2023. https://ssrn.com/abstract=4573622
B3. (2024). Índice Carbono Eficiente – ICO2. https://www.b3.com.br/pt_br/market-data-e-indices/indices/indices-de-sustentabilidade/indice-carbono-eficiente-ico2-b3.htm
Barbosa, J. S., Altoé, S. M. L., da Silva, W. V., & Almeida, L. B. (2013). Índice carbono eficiente (ICO2) e retorno das ações: Um estudo de eventos em empresas não financeiras de capital aberto. Revista de Contabilidade e Organizações, 19, 56-69. https://doi.org/10.11606/rco.v7i19.55448
Bolton, P., & Kacperczyk, M. (2021). Do investors care about carbon risk? Journal of Financial Economics, 142, 517-549. https://doi.org/10.1016/j.jfineco.2021.05.008
Bolton, P., & Kacperczyk, M. (2023). Global pricing of carbon-transition risk. Journal of Finance, 78(6), 3677-3754. https://doi.org/10.1111/jofi.13272
Borges, C. (2022). STF reconhece Acordo de Paris como tratado de direitos humanos (e por que isso importa). Capital Reset. https://www.capitalreset.com/stf-reconhece-acordo-de-paris-como-tratado-de-direitos-humanos-e-por-que-isso-importa/
Borghei, Z. (2021). Carbon disclosure: a systematic literature review. Accounting & Finance, 61(1), 5255-5280. https://doi.org/10.1111/acfi.12757
Buosi, M. E. S. (2014). Estudo da correlação e causalidade entre o desempenho financeiro e de eficiência no combate às emissões de gases de efeito estufa das empresas do mercado de capitais brasileiro. (Dissertação de Mestrado). Faculdade de Economia, Administração e Contabilidade, Universidade de São Paulo, SP. https://www.teses.usp.br/teses/disponiveis/12/12139/tde-22012015-155305/publico/MariaEugeniadosSantosBuosiVC.pdf
Busch, T., Johnson, M., & Pioch, T. (2022). Corporate carbon performance data: Quo vadis? Journal of Industrial Ecology, 26, 350-363. https://doi.org/10.1111/jiec.13008
Chung, J., & Cho, C. H. (2018). Current trends within social and environmental accounting research: A literature review. Accounting Perspectives, 17(2), 207-239. https://doi.org/10.1111/1911-3838.12171
Cohen, S., Kadach, I., & Ormazabal, G. (2023). Institutional investors, climate disclosure, and carbon emissions. Journal of Accounting and Economics, 76(2-3), 101640. https://doi.org/10.1016/j.jacceco.2023.101640
de Lima, C. R. M., Barbosa, S. B., de Castro Sobrosa Neto, R., Bazil, D. G., & de Andrade Guerra, J. B. S. O. (2022). Corporate financial performance: a study based on the Carbon Efficient Index (ICO2) of Brazil stock exchange. Environment, Development and Sustainability, 24(3), 4323-4354. https://doi.org/10.1007/s10668-021-01617-4
Dhaliwal, D. S., Radhakrishnan, S., Tsang, A., & Yang, Y. G. (2012). Nonfinancial disclosure and analyst forecast accuracy: International evidence on corporate social responsibility disclosure. The Accounting Review, 87(3), 723–759. https://doi.org/10.2308/accr-10218
Ernst & Young (EY). (2022). When will climate disclosure start to impact decarbonization? https://assets.ey.com/content/dam/ey-sites/ey-com/en_gl/topics/climate-change/ey-global-climate-risk-barometer-report-v2.pdf?download
Ferraro, F. (2022). Carbon risk: Do financial markets really care? Santander Asset Management. https://www.santanderassetmanagement.com/content/view/8251/file/Art_ESG%20Academy_20220217_Articulo1-Carbon%20Risk.pdf
G1. (2022). Níveis de emissões de gases de efeito estufa no Brasil em 2021 tem a maior alta desde 2003, aponta relatório. https://g1.globo.com/meio-ambiente/noticia/2022/11/01/nivel-de-emissoes-de-gases-de-efeito-estufa-no-brasil-em-2021-tem-a-maior-alta-desde-2003-aponta-relatorio.ghtml
Garvey, G. T., Iyer, M., & Nash, J. (2018). Carbon footprint and productivity: Does the “E” in ESG capture efficiency as well as environment? Journal of Investment Management, 16(1), 59-69.
Guenther, E., Guenther, T., Schiemann, F., & Weber, G. (2016). Stakeholder relevance for reporting: Explanatory factor of carbon disclosure. Business & Society, 55(3), 361-397. https://doi.org/10.1177/0007650315575119
Hrazdil, K., & Scott, T. (2013). The role of industry classification in estimating discretionary accruals. Review of Quantitative Finance and Accounting, 40, 15-39. https://doi.org/10.1007/s11156-011-0268-6
Hrazdil, K., Trottier, K., & Zhang, R. (2014). An intra- and inter-industry evaluation of three classification schemes common in capital markets research. Applied Economics, 46(17), 2021-2033. https://doi.org/10.1080/00036846.2014.892200
He, Y., Tang, Q., & Wang, K. (2013). Carbon disclosure, carbon performance and cost of capital. China Journal of Accounting Studies, 1(3), 190-220. https://doi.org/10.1080/21697221.2014.855976
Husted, B. W., & Sousa-Filho, J. M. (2019). Board structure and environmental, social, and governance disclosure in Latin America. Journal of Business Research, 102, 220-227. https://doi.org/10.1016/j.jbusres.2018.01.017
Jiang, Y., Luo, L., Xu, J., & Shao, X. (2021). The value relevance of corporate voluntary carbon disclosure: Evidence from the United States and BRIC countries. Journal of Contemporary Accounting & Economics, 17(1), 100279-100300. https://doi.org/10.1016/j.jcae.2021.100279
Luo, L., & Tang, Q. (2014). Does voluntary carbon disclosure reflect underlying carbon performance? Journal of Contemporary Accounting & Economics, 10(1), 191-205. https://doi.org/10.1016/j.jcae.2014.08.003
KPMG. (2022). Net-zero commitments: Where’s the plan? https://assets.kpmg/content/dam/kpmg/xx/pdf/2021/10/net-zero-commitments-where-is-the-plan.pdf
Machado, B. A. A., Dias, L. C. P., & Fonseca, A. (2021). Transparency of materiality analysis in GRI-based sustainability reports. Corporate Social Responsibility and Environmental Management, 28(2), 570-580. https://doi.org/10.1002/csr.2066
Machado, M. A. V., & Faff, R. W. (2018). Crescimento de ativos e retorno de ações: Evidências no mercado brasileiro. Revista Contabilidade & Finanças, 29(78), 418-434. https://doi.org/10.1590/1808-057x201805080
Mackey, A., Mackey, T. B., & Barney, J. B. (2007). Corporate social responsibility and firm performance: Investors preferences and corporate strategies. Academy of Management Review, 32(3), 817-835.
Malta, T. L., & Camargos, M. A. (2016). Variáveis da análise fundamentalista e dinâmica e o retorno acionário das empresas brasileiras entre 2007 e 2014. REGE – Revista de Gestão, 23, 52-62. https://doi.org/10.1016/j.rege.2015.09.001
Matsumura, E. M., Prakash, R., & Vera-Muñoz, S. C. (2014). Firm-value effects of carbon emissions and carbon disclosures. The Accounting Review, 89(2), 695-724. https://doi.org/10.238/accr-50629
Matsumura, E. M., Prakash, R., & Vera-Muñoz, S. C. (2024). Climate-risk materiality and firm risk. Review of Accounting Studies, 29, 33-74. https://doi.org/10.1007/s11142-022-09718-9
McKinsey (2022). The green hidden gem – Brazil’s opportunity to become a sustainability powerhouse. https://www.mckinsey.com/br/en/our-insights/all-insights/the-green-hidden-gem-brazils-opportunity-to-become-a-sustainability-powerhouse
Minardi, A. M. A. F. (2023). The role of sustainable finance in the green transition. Revista Contabilidade & Finanças, 34(93), e9044. https://doi.org/10.1590/1808-057x20239044.en
Neu, D., Warsame, H., & Pedwell, K. (1998). Managing public impressions: Environmental disclosures in annual reports. Accounting, Organizations & Society, 23(3), 265-282. https://doi.org/10.1016/S0361-3682(97)00008-1
Observatório do Clima (2021). Análise das emissões brasileiras de gases de efeito estufa e suas implicações para as metas climáticas brasileiras (1970-2020) (SEEG). https://oc.eco.br/wp-content/uploads/2021/10/OC_03_relatorio_2021_FINAL.pdf
Pástor, L., Staumbagh, R. F., & Taylor, L. A. (2021). Sustainable investing in equilibrium. Journal of Financial Economics, 142(2), 550-571. https://doi.org/10.1016/j.jfineco.2020.12.011
Pástor, L., Staumbagh, R. F., & Taylor, L. A. (2022). Dissecting green returns. Journal of Financial Economics, 146(2), 403-424. https://doi.org/10.1016/j.jfineco.2022.07.007
Pedersen, L. H., Fitzgibbons, S., & Pomorski, L. (2021). Responsible investing: The ESG-efficient frontier. Journal of Financial Economics, 142, 572-597. https://doi.org/10.1016/j.jfineco.2020.11.001
Prates, J. C. R., Cabral, A. M. R., Avelino, B. C., & Lamounier, W. M. (2023). Afinal, vale a pena divulgar emissões de carbono no Brasil? Enfoque: Reflexão Contábil, 42(1), 17-32. https://doi.org/10.4025/enfoque.v42i1.58220
Prates, J. C. R., & Avelino, B. C. (2024). Análise alternativa da transparência nos relatórios de sustentabilidade: Uma revisão crítica da literatura. Revista de Educação e Pesquisa em Contabilidade (REPeC), 18(1), 139-158. https://doi.org/10.17524/repec.v18i1.3500
Programa Brasileiro GHG Protocol. (2024). Emissões históricas do Programa Brasileiro GHG Protocol. https://registropublicodeemissoes.fgv.br/estatisticas/emissoes-historicas
Reboredo, J. C., & Ugolini, A. (2022). Climate transition risk, profitability and stock prices. International Review of Financial Analysis, 83, 102271. https://doi.org/10.1016/j.irfa.2022.102271
Santos, R. O., Silva Gomes, S. M., & Oliveira, N. C. (2018). O impacto do inventário de emissões (GEE) nos desempenhos operacional e financeiro das empresas participantes do GHG. Revista Ambiente Contábil, 10(2), 266-284. https://doi.org/10.21680/2176-9036.2018v10n2ID13605
Sherwood, M. W., & Pollard, J. L. (2018). The risk-adjusted return potential of integrating ESG strategies into emerging market equities. Journal of Sustainable Finance & Investment, 8(1), 26-44. https://doi.org/10.1080/20430795.2017.1331118
Souza, A. L. R., Silva Júnior, A. F. A., Andrade, J. C. S., & Fernandes, M. E. S. T. (2018). Retorno das ações e sensibilidade ao risco de mercado das empresas participantes do Índice Carbono Eficiente (ICO2) da B3 S.A.: Um estudo comparativo. Revista Universo Contábil, 14(2), 30-60. http://dx.doi.org/10.4270/ruc.2018210
Verrecchia, R. E. (2001). Essays on disclosure. Journal of Accounting and Economics, 32(1-3), 97-180. https://doi.org/10.1016/S0165-4101(01)00025-8
Vives, A., & Wadhwa, B. (2012). Sustainability indices in emerging markets: Impact on responsible practices and financial market development. Journal of Sustainable Finance & Investment, 2(3-4), 318-337.
Zhang, S. (2024). Carbon returns across the globe. The Journal of Finance, forthcoming. https://doi.org/10.1111/jofi.13402
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