A Premium Built on Crude

The first finding is compositional. Brown portfolios are dominated by Utilities, Materials, and Energy, but these industries are economically different. Utilities carry the highest average carbon intensity by a wide margin, yet the oil-dependent upstream extractive firms (also known as hard commodity firms, e.g., Energy and Metals & Mining) account for about 30% of brown bonds and 21% of brown equity, among the largest weights in carbon-sorted portfolios.

For these upstream extractive firms, oil prices determine their output values and growth options, and higher oil prices reduce their value betas and required returns. For downstream brown firms such as utilities, oil is mainly an input cost; in competitive markets they can often pass much of the shock through to output prices, leaving a smaller net effect on margins. An oil-price move therefore shifts extractive firms sharply while leaving other brown firms largely unaffected.

The Paris Agreement in December 2015 is the paper’s main identification setting—and the most studied event in climate finance. Standard event-study specifications find that the equity and bond carbon premium increased by about 1.2 percentage points and 34 basis points after December 2015, respectively, which is often read as evidence that markets began pricing transition risk after a landmark climate-policy event.

The timing tells a different story. The estimated carbon premium had already been rising for roughly 18 months before Paris. By mid-2015, the U.S. energy sector was in mounting financial distress amid the oil-price collapse, with 42 exploration and production firms filing for bankruptcy that year. The Paris Agreement arrived near the trough of an oil-market crash that had already altered extractive firms’ financing conditions. Furthermore, OPEC’s 168th meeting—when Iran refused to freeze output in anticipation of sanctions lifting—came just days before the Agreement was adopted on December 12.

We examine three episodes of confounding oil shocks from 2014 to 2016 using daily event studies: OPEC’s November 2014 price war decision, the mid-2015 Grexit referendum and China growth scare, and the November 2015 dollar appreciation following Fed Chair Yellen’s testimony. In each episode, extractive firms’ expected equity returns and bond yield spreads move sharply on news days. Broad brown firms do not experience incremental response once these oil-dependent firms are controlled.

This pattern applies to the overall Paris effect. Once upstream extractive firms are separated from other brown firms, the post-Paris increase for downstream brown firms falls from about 1.2 percentage points to an insignificant level in equity and from 34 basis points to 6 basis points in bonds. Repricing is concentrated among extractive firms, whose cost of equity capital increases by almost 5 percentage points and whose cost of debt rises by more than 100 basis points.

Daily analysis points the same way. Carbon-premium movements line up with oil-market news days, not climate-policy news days or other days; once oil-news-driven price dynamics are accounted for, the standard post-Paris carbon premium largely disappears.

The general evidence supports the oil-channel interpretation. Over the 2003–2022 sample, plausibly non-climate oil shocks move extractive firms’ financing costs sharply—higher oil prices lower their required returns, and oil-price declines raise them—while downstream brown firms show much weaker, mixed responses. A renewable-energy falsification test supports the interpretation: when oil prices fall, renewable firms’ financing costs rise alongside extractive firms, consistent with an energy-market channel rather than a brown-to-green reallocation.

Historical evidence reinforces this. The negative relation between oil prices and oil-dependent firms appears in data going back to 1974, well before climate transition risk entered the financial mainstream. Energy-specific movements explain a large share of aggregate carbon-premium variation across every major oil disruption of the past five decades, from the 1980s oil glut through the Global Financial Crisis, the 2014–2016 crash, COVID-19, and the 2022 Russo-Ukrainian war.