Candriam

Report published September 30, 2026

Climate Risk and Credit: Leveraging Academic Research for Institutional Investors

Candriam · September 30, 2026

Academic research across US and European corporate bonds shows that climate beta uncertainty—divergence across climate rating methodologies—is priced as a distinct risk factor. Investors demand higher returns for holding bonds with ambiguous climate risk profiles, independent of their absolute climate exposure.

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Finvaulta summarizes Candriam's analysis. Attribute opinions, forecasts, time-sensitive values, and chronology to the issuer and report date; do not treat this page as an independent verification or a current market-data source.

Key Takeaways

  • 1.Climate beta uncertainty—the dispersion in climate risk assessments across different indices and methodologies—is itself priced by markets as a distinct risk factor in corporate bonds.
  • 2.Investors demand an uncertainty premium in corporate bonds: approximately 66 bps annualized (~31 bps duration-adjusted) in US total returns and ~94 bps annualized (~19 bps duration-adjusted) in European total returns.
  • 3.Major climate and regulatory events, such as the Paris Agreement, help reduce climate beta uncertainty by improving market consensus and price discovery regarding issuer exposure.

Table of Contents

  • Executive summary.
  • Why Academic Research Matters for Investors?
  • Understanding Climate Beta Uncertainty.
  • Key Findings from the Research.
  • Climate Risk in Corporate Bonds Is Not Only a Credit Story
  • Implications for Institutional Investors.
  • How Candriam Integrates Climate Risk into Credit Analysis.
  • Conclusion: Bridging Academic Research and Investment Practice.

Report data

Figure 2: Historical evidence suggests a link between climate beta uncertainty and bond returns

MetricEstimateContext
Corporate bond observations analyzed680000 observationsEmpirical dataset covering US and European corporate bonds in the KEDGE research paper
US Corporate Bonds Total Returns Uncertainty Premium (γ)0.09 coefficientCorresponds to 5.5 bps/month, ~66 bps annualized, or ~$6.6m annual cost on $1bn
EU Corporate Bonds Total Returns Uncertainty Premium (γ)0.13 coefficientCorresponds to 7.8 bps/month, ~94 bps annualized, or ~€9.4m annual cost on $1bn
US Corporate Bonds Duration-Adjusted Uncertainty Premium (γ)0.05 coefficientCorresponds to 2.6 bps/month, ~31 bps annualized, or ~$3.1m annual cost on $1bn
EU Corporate Bonds Duration-Adjusted Uncertainty Premium (γ)0.06 coefficientCorresponds to 1.6 bps/month, ~19 bps annualized, or ~€1.9m annual cost on $1bn
Source: Ricardo Henriquez-Salman (KEDGE Business School / Aix-Marseille University); Climate Beta Uncertainty in Corporate Bonds, Ricardo Henriquez-Salman. This is a dated model snapshot, not a live forecast.

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Authors / Editors

Marie Niemczyk