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Carbon emissions and investor behavior: Machine learning uncovers return co-movement in us stocks

06.24.25 | Shanghai Jiao Tong University Journal Center

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Background and Motivation

Climate change, driven by carbon emissions, has become a core concern for policymakers, investors, and corporate leaders worldwide. In recent years, global efforts such as the Paris Agreement and divestment strategies by major asset managers have aimed to accelerate the transition to a low-carbon economy. Yet, the question remains: Do these initiatives influence investor behaviour in capital markets? Are investors becoming more attentive to the carbon profiles of firms? China Finance Review International (CFRI) brings you a new article titled ‘ Do investors care about carbon emissions? Evidence based on stock return co-movement with machine learning-augmented data ’, which examines whether and how the carbon emissions of US-listed firms shape patterns in stock return co-movement over time.

Methodology and Scope

This study leverages a unique, two-pronged approach.

Key Findings and Contributions

Why It Matters

These findings demonstrate a clear evolution in investor behaviour: market participants are increasingly pricing carbon risk, especially in response to regulatory signals and growing environmental awareness. As responsible investment practices gain traction, companies’ carbon footprints are becoming a more material factor in their valuation and risk assessment. This has significant implications for corporate disclosure, capital allocation, and the broader transition toward sustainable finance.

Practical Applications

Discover high-quality academic insights in finance from this article published in China Finance Review International . Click the DOI below to read the full-text original! Open access for a limited time!

China Finance Review International

10.1108/CFRI-05-2024-0240

News article

Do investors care about carbon emissions Evidence based on stock return co-movement with machine learning-augmented data

5-Jun-2025

Keywords

Article Information

Contact Information

Bowen Li
Shanghai Jiao Tong University Journal Center
qkzx@sjtu.edu.cn

Source

How to Cite This Article

APA:
Shanghai Jiao Tong University Journal Center. (2025, June 24). Carbon emissions and investor behavior: Machine learning uncovers return co-movement in us stocks. Brightsurf News. https://www.brightsurf.com/news/1GR4QYR8/carbon-emissions-and-investor-behavior-machine-learning-uncovers-return-co-movement-in-us-stocks.html
MLA:
"Carbon emissions and investor behavior: Machine learning uncovers return co-movement in us stocks." Brightsurf News, Jun. 24 2025, https://www.brightsurf.com/news/1GR4QYR8/carbon-emissions-and-investor-behavior-machine-learning-uncovers-return-co-movement-in-us-stocks.html.