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Carbon Quotient

FAQ

Common questions about the CQ500 Index and how the Carbon Quotient Ratio is calculated.

What is the Carbon Quotient Ratio?

The Carbon Quotient Ratio (CQR) measures the risk of premature climate-related obsolescence of long-lived tangible assets, using company-reported financial and emissions data, to inform capital allocation decisions by corporate managers and investors. A low (or negative) CQR is better. See Methodology for the CQR equation, or our research on whether markets already price this risk.

What does it mean that NRG Energy has a Carbon Quotient Ratio of 9.24?

The Carbon Quotient Ratio is a risk indicator, not a booked accounting liability or contra asset like accumulated depreciation. NRG Energy tops the index at CQR = 9.24 — meaning unrealized carbon expense is over 9x the company’s long-lived tangible assets. CQR is a measure of climate-related asset impairment risk — i.e., what happens if NRG’s assets become prematurely obsolete due to the energy transition?

Why is unrealized carbon expense treated as a contra asset?

Assets are capitalized because they represent probable future economic benefits. Unrealized carbon expense cuts the probability that those benefits will be realized.

What are long-lived tangible assets?

Long-lived tangible assets are physical items like power plants, refineries, factories, machinery, buildings, and vehicles owned by a company that have a useful life of more than one year. These assets appear on the balance sheet as Property, Plant, and Equipment at historical cost less accumulated depreciation — PPE, in the terms these formulas use. The useful life of long-lived tangible assets other than land typically ranges from 3 years to 50 years. Long-lived tangible assets are the primary source of direct (Scope 1) greenhouse gas emissions.

How is useful life measured?

The average remaining useful life of a company’s long-lived tangible assets (PPE Life) is calculated by dividing PPE by current year depreciation (or DD&A) expense.

Are “depreciation” and “depreciation, depletion and amortization” the same?

No. Depreciation is one component of “depreciation, depletion and amortization,” or DD&A. Of the 451 companies in the 2024 CQ500 Index, 300 (67%) separately disclose Depreciation; the remaining 151 (33%) disclose only the combined DD&A figure, which the index uses in its place. Using the combined figure has the effect of marginally reducing PPE Life and the Carbon Quotient Ratio — i.e., understating the risk — for those 151 companies, since Depletion and Amortization add to the denominator without belonging to PPE specifically.

We looked into whether a company-specific Depreciation figure could instead be reconstructed for the 167 companies on the fallback at the time (before the October 2026 data corrections) from the year-over-year change in their disclosed Accumulated Depreciation balance, matched to the same 10-K’s own comparative figures to avoid the restatement pitfalls described elsewhere on this page. That reconstruction was even technically possible for 106 of them — the rest either don’t disclose a current-year Accumulated Depreciation balance at all, or don’t report a matching prior-year comparative in the same filing. Among those 106, the result undershot the company’s own reported DD&A by roughly half at the median, differed from it by more than 20% in 86% of cases, and came out negative — an accounting impossibility for a real expense — in 14 cases, because Accumulated Depreciation also moves with asset disposals, impairments, and business combinations that have nothing to do with the period’s actual depreciation expense. A balance-sheet reconstruction turned out to be less reliable than the company’s own reported figure, not more, so we use the reported DD&A figure directly rather than a derived approximation — see Methodology for the full investigation.

The fallback also isn’t spread evenly across the index — Energy (67%) and Real Estate (57%) rely on it far more than Health Care (12%) — so it’s fair to ask whether that skews comparisons between sectors, not just between individual companies. Testing it says no: approximating each fallback company’s Carbon Quotient Ratio under a Depreciation-only figure (scaling by 1.46, the median gap between DD&A and Depreciation among companies that report both) leaves every sector’s rank by mean Carbon Quotient Ratio unchanged, and within-sector company rankings hold at a Spearman correlation of 0.95 or better in all 11 sectors. See Methodology for the full sensitivity check.

What is asset impairment?

Asset impairment is an accounting term for when an asset loses value so that its true market or recoverable value drops below the PPE value listed on the balance sheet. This drop requires the company to write down the asset’s value and record an asset impairment loss. Premature obsolescence is a primary cause of asset impairment: when technology, market demand, or operational methods shift suddenly, an asset can lose its economic usefulness much faster than planned. The Carbon Quotient Ratio is a measure of asset impairment risk arising from the global transition to a low-carbon economy.

What is the CQ500 Index?

The CQ500 Index measures the weighted-average Carbon Quotient Ratio across the U.S. economy. Over time, as the economy decarbonizes, the index will decline toward zero. The CQ500 constituency is comprised of companies in the Reference Index — 500 U.S. large-cap publicly traded firms — that disclosed the data needed to compute a Carbon Quotient Ratio for the prior fiscal year.

Who uses the CQ500 Index?

Both the companies it measures and the parties that rely on them. Constituent companies and their sustainability, finance, and investor-relations teams use CQR to understand and improve their own transition-risk exposure. At the same time, lenders, insurers, reinsurers, asset managers, and other counterparties use the same externally-computed CQ500 Index score as an independent input when assessing exposure to those companies — in underwriting, credit, and investment decisions. Either use depends on the same thing: the score is computed the same way for everyone, from public disclosures alone — not self-reported, not asked.

How do Carbon Quotient metrics support TCFD and ISSB (IFRS S2) disclosure?

The Carbon Quotient Ratio, Carbon Intensity, and PPE Life are metrics that companies can use to assess and manage the risk of climate-related asset impairment. Disclosure of this information where material supports the TCFD’s recommended disclosures on Metrics and Targets. Those recommendations now live on in IFRS S2 Climate-related Disclosures, issued by the International Sustainability Standards Board (ISSB) in 2023: IFRS S2 fully incorporates the TCFD recommendations, keeping the same four pillars — Governance, Strategy, Risk Management, and Metrics and Targets — and the TCFD disbanded later that year once its work was complete. The same metrics that support TCFD-aligned reporting therefore support the Metrics and Targets disclosures under IFRS S2.

What companies are excluded and why?

For the 2024 base year, the CQ500 Index includes 451 of the 500 Reference Index companies (90.2%); 49 (9.8%) are excluded because they didn’t disclose the data needed to calculate a Carbon Quotient Ratio — either Scope 1 emissions, or the financial-statement fields (PPE, and either Depreciation or combined DD&A) needed to compute PPE Life.

Exclusions are concentrated, not evenly spread:

SectorTotalExcluded% of sector missing% of all exclusions
Financials762127.6%42.9%
Communication Services21733.3%14.3%
Industrials8067.5%12.2%
Information Technology7268.3%12.2%
Consumer Discretionary4848.3%8.2%
Utilities3126.5%4.1%
Health Care5911.7%2.0%
Real Estate3113.2%2.0%
Consumer Staples3612.8%2.0%
Materials2500.0%0.0%
Energy2100.0%0.0%

Financials accounts for the most exclusions — 21 companies, over 40% of the total — and Communication Services has the highest excluded share, a third of the sector. Real Estate — REITs in particular — used to look similarly exposed in an earlier pull, but that turned out to be a data-collection gap (REITs tag their real property under different XBRL concepts than the standard PPE fields), not a real disclosure shortfall; fixed, it now sits at 3.2%, in line with the Reference Index overall.

Why does Financials (72.4% coverage) account for the most exclusions?

Unlike most of the Reference Index, Financials isn’t primarily an emissions-disclosure problem — of the 21 excluded companies, 10 are missing Scope 1 data and 13 are missing PPE or a Depreciation/DD&A figure to compute PPE Life instead (2 are missing both). That's a fair reflection of the business for banks, insurers, and asset managers: PPE is a minor line item on a balance sheet built from financial instruments, not physical plant, so a meaningful share genuinely don't carry a figure under any PPE-family concept.

How does the Carbon Quotient Ratio vary by sector?

The sector pattern is the story. Mean Carbon Quotient Ratio by sector runs from 0.005 (Financials) up to 1.47 (Utilities) — a roughly 303x spread. The top 15 CQR names are almost entirely fossil-fuel power generators (NRG, Vistra, AES, Evergy, PPL, Entergy, DTE, CMS, Alliant, Southern, American Electric Power, WEC Energy Group), plus CF Industries (fertilizer/ammonia), CRH (cement), and Delta (aviation). The bottom is asset-light software, financial-data, and platform companies (Akamai, Meta, Salesforce, PayPal, Moody’s, Nasdaq, CME). Power generation carries orders of magnitude more balance-sheet climate risk than tech.

Do Carbon Quotient Ratio scores vary between companies in the same sector?

The Carbon Quotient Ratio is driven by how a company earns its keep, not by its GICS classification. Utilities that still own and operate generation — burning coal or gas to make electricity — carry direct Scope 1 emissions per dollar of assets that can run more than 10x higher than utilities that primarily transmit and distribute power generated by others. Duke Energy and Dominion Energy both still operate large fossil generation fleets; Consolidated Edison and Eversource Energy both exited merchant generation years ago and now function mainly as delivery companies. The same GICS sub-industry label can therefore describe two very different emissions profiles — which is exactly the distinction CQR is designed to surface.

Carbon Intensity and PPE Life are multiplied together to get CQR — are they correlated? Doesn’t that double-count the same risk?

It depends on the level you look at. Across the 11 GICS sectors, a sector’s average Carbon Intensity and average PPE Life are positively correlated (0.46 on a log scale): Utilities, Energy, and Materials score high on both at once — a power plant, refinery, or mine is simultaneously carbon-intensive per dollar of assets and long-lived — while Financials and Information Technology score low on both. Since the Carbon Quotient Ratio is the product of the two, sectors that are elevated on both dimensions compound rather than merely add, which is a real driver of the roughly 303x sector spread reported above. Real Estate is the exception that proves the point: its buildings carry among the longest PPE Life of any sector, but its Carbon Intensity is the lowest of all 11 — long-lived assets alone don’t produce a high Carbon Quotient Ratio without emissions-intensity to go with them. Within a sector, the cross-sector pattern doesn’t hold: comparing two companies in the same sector, Carbon Intensity and PPE Life show essentially no correlation (−0.01) — the compounding effect described above is a cross-sector phenomenon, not something that shows up company by company once sector is held constant. Pooling all 451 companies with a valid figure for both, without accounting for sector membership, yields a correlation of 0.22 — well below the cross-sector figure, since most of the sector-level relationship washes out once you’re comparing companies within the same sector.

Why $100/ton?

The Carbon Quotient Ratio is calculated using the company’s own disclosures. The only judgment is the assumed price to permanently remove CO2 from the ambient environment. Once greenhouse gases are emitted into the atmosphere, the cost to prevent (abate) those emissions is irrelevant — the cat is out of the bag, so to speak. The current cost to permanently remove one ton of CO2 from the ambient atmosphere varies significantly depending on the method used, from $500 to $1,000. The index conservatively uses $100 per tCO2e as a long-term goal for the industry. Users can choose any price to calculate CQR at the company or sector level (e.g., at $500/ton, NRG’s CQR would be 46 rather than 9.24). NRG’s CQR, along with every other company’s, scales in direct proportion to the carbon removal price — doubling the price doubles the CQR. To ensure comparability across companies and sectors, the carbon removal price must be the same for all.

Why isn’t Unrealized Carbon Expense discounted?

A present-value calculation would require a discount rate, a second judgment on top of the Carbon Price that reasonable analysts set differently by company, sector, and period. It would also imply a precision that we do not claim. Unrealized Carbon Expense — and the CQR built from it — is a screening indicator of relative exposure, not a valuation, and leaving it undiscounted keeps it transparent and reproducible from public disclosures alone. Users who want a present-value view can apply their own rate to the published inputs.

Why does Unrealized Carbon Expense assume no future emissions reductions?

Unrealized Carbon Expense, and therefore the Carbon Quotient Ratio, measures the exposure of the asset base as it stands today, using the emissions those assets currently produce times their remaining depreciable life. Company decarbonization targets and transition plans are self-reported, vary widely in credibility, and can’t be verified from public financial disclosures, so building them in would replace data with speculation. CQR reflects abatement only when it actually happens.

Why doesn’t the Carbon Quotient Ratio consider Scope 2 and Scope 3 emissions?

The Carbon Quotient Ratio is built specifically around the physical correlation between long-lived tangible assets and the direct emissions those assets produce — which is a Scope 1 concept by definition. Scope 2 (purchased electricity) and Scope 3 (everything in a company’s value chain, including how customers use its products) don’t have that same direct link to a company’s own balance sheet, and they’re far less consistently or reliably disclosed across the Reference Index today.

Scope 2 carries an additional, more mechanical problem specific to an index-wide ratio: it is, by definition, the emissions-generating company’s own Scope 1 — the same physical ton of CO2 counted once at the utility or power producer and again at the purchasing company. Aggregating Scope 1 and Scope 2 across every constituent in the Reference Index would double-count that ton wherever a utility and its customer are both scored.

Including Scope 2 and Scope 3 would trade CQR’s core design principle — that every input is drawn directly from a company’s own required disclosures, with no estimation or third-party modeling — for a broader but far less verifiable, less comparable, and in Scope 2’s case, doubly-counted number. This means CQR understates full climate exposure for sectors, like oil and gas, whose primary impact is downstream. Expanding coverage of Scope 3 product-use emissions for oil and gas producers, using data reported under SEC Regulation S-K, is on our roadmap.

Does Carbon Quotient measure physical risk?

Long-lived tangible assets, even those that produce zero carbon emissions, are at risk of impairment from the physical effects of a warming climate. Carbon Quotient does not presently measure physical risk, but it’s on our roadmap.

Why doesn’t the Carbon Quotient Ratio net out purchased carbon offsets?

The Carbon Quotient Ratio is calculated with no deduction for offsets a company may have purchased or retired. This reflects both a data constraint and a definitional one.

The data constraint: there is no standardized, machine-readable disclosure of offset purchases and retirements in SEC filings comparable to the financial data the index already draws from EDGAR. Building a reliable, auditable offset figure for 500 companies would require pulling from voluntary registries with inconsistent reporting formats and no common assurance standard — a level of third-party verification the index’s source-responsibility principle is designed to avoid.

The definitional reason goes deeper. An offset, as the term is generally used, represents a claim that emissions were avoided or reduced somewhere else in the economy — not that the ton of CO2 a company put into the atmosphere this year was taken back out. Realized Emissions measures a physical event: greenhouse gases added to the atmosphere in the current period. An offset purchase does not undo that event; it is a separate transaction, often for a different gas, in a different place, verified against a different baseline. Netting the two together in a single number would conflate a physical quantity with a financial and contractual one.

Isn’t it more accurate to show a company’s emissions net of the offsets it paid for?

“Accurate” depends on what the number is meant to represent. If the goal is to estimate a company’s exposure to the future cost of its own emissions — which is what the Carbon Quotient framework is designed to do — then the relevant fact is how much CO2 the company put into the atmosphere this period, full stop. That figure doesn’t change based on what the company purchased elsewhere. Offsets vary widely in what they actually represent: some fund reductions that would likely have happened anyway (a challenge often called “additionality”), some are tied to protection or reduction commitments that can be reversed by a future fire, drought, or change in land use (a challenge often called “permanence”), and independent researchers, journalists, and regulators have repeatedly found that claimed reduction volumes in various offset programs do not hold up under scrutiny. Given that variability, a single company-reported offset total cannot reliably be treated as equivalent to a ton of emissions genuinely and permanently removed from the atmosphere.

What is the difference between an “offset” and “removal,” and why does that distinction matter for this index?

Removal means physically extracting CO2 that is already in the atmosphere and storing it durably — through, for example, direct air capture with geological sequestration, or reforestation verified over a long enough horizon to be reasonably called permanent. An offset, in contrast, is typically a credit purchased against an avoided or reduced emission elsewhere — a solar farm displacing coal power, a forest that wasn’t cut down — which does not remove any existing atmospheric carbon and does not reverse the emissions a company generated this year. The Carbon Quotient framework explicitly defines Carbon Price as the cost to remove carbon from the atmosphere at scale, not the market price of an offset credit. The two are not interchangeable, and the price gap between them is itself informative: durable removal technologies today cost meaningfully more than the credits typically labeled “offsets” in voluntary markets. Treating a low-cost offset purchase as equivalent to the higher cost of genuine removal would understate the real economic exposure the index is designed to surface.

Does this mean the index treats all corporate offset purchases as worthless?

No. The index takes no position on the value or integrity of any individual company’s offset portfolio — that determination would require the kind of case-by-case verification the index’s methodology is deliberately built to avoid. What the index does do is decline to assume, by default, that a reported offset purchase is equivalent to a permanent reduction in the company’s realized emissions. Companies and investors who want to evaluate specific offset claims on their own merits remain free to do so; the index simply isn’t the vehicle for that analysis.

Can a company lower its Carbon Quotient Ratio by investing in low-emissions assets?

Yes, and two companies in the current index show it clearly. NextEra Energy holds the largest asset base of any utility in the CQ500 — larger than Duke Energy, Southern Company, or Dominion Energy — yet its Carbon Quotient Ratio of 0.79 sits well below all three. Since CQR is emissions per dollar of assets, a bigger balance sheet can’t explain a lower score; NextEra’s fleet genuinely emits less per dollar of assets, consistent with its long-running shift toward wind and solar and Florida Power & Light’s coal retirements. Constellation Energy tells a related story: spun off from Exelon in 2022 specifically to isolate a largely nuclear generation fleet, it’s now marketed as the largest producer of carbon-free power in the U.S., and its CQR (0.76) lands almost identically to NextEra’s. CQR isn’t a static snapshot of legacy infrastructure — it moves as companies change what they generate power with.

Why don’t oil and gas companies have high Carbon Quotient Ratio scores?

It’s not that oil and gas companies have low emissions — ExxonMobil (104 million tCO2e) reports higher absolute Scope 1 emissions than any utility in the index, and Chevron (53 million tCO2e) more than all but three. The reason their Carbon Quotient Ratio is low is the denominator: oil and gas producers carry enormous asset bases relative to their direct operational emissions. ExxonMobil’s $453 billion in assets is more than twice Duke Energy’s $186 billion, so even with higher absolute emissions, ExxonMobil’s CQR (0.44) comes in well below Duke’s (1.26). More fundamentally, an oil and gas company’s core emissions-producing event — combustion — mostly doesn’t happen on its own balance sheet. Extracting, refining, and transporting fuel produces direct (Scope 1) emissions, but the much larger climate impact comes when a customer burns the product, which is a Scope 2 or Scope 3 emission for that customer, not a Scope 1 emission for the producer. CQR, built on Scope 1 data, captures the asset risk of generating energy directly — which is why utilities, not oil and gas producers, dominate the top of the index.

How current/comparable are the underlying emissions figures across companies?

An overwhelming majority of disclosing Reference Index companies use the Greenhouse Gas Protocol (specifically the Corporate Standard), the world’s most widely used global standardized framework, to calculate and disclose Scope 1 emissions. Audited emissions disclosures are not required by the U.S. Securities and Exchange Commission (SEC). Accordingly, timing, report format, internal control, and independent assurance are not uniform.

Who verifies the numbers — you, the company, or a third party?

We calculate the numbers using self-disclosed corporate data and open-source formulas. We disclose the input data and our calculations are transparent, consistent, and reproducible. Errors, if any, are due to mistakes in corporate disclosures or in our data collection process. We invite member companies to identify data errors and submit them to us for correction — see Methodology for sourcing.

What’s Greg Rogers' relationship with Cambridge Judge Business School — is this an academic index or a commercial one?

Rogers is a Fellow with Cambridge Judge Business School. Carbon Quotient is an independent commercial enterprise owned and operated by Rogers. It has no affiliation with Cambridge. See About.

Is this free, and if so, what’s the business model?

Rogers previously published the Carbon Quotient methodology. The CQ500 Index and related measurements are free. The business objective is to build awareness of Carbon Quotient® climate risk analytics, thereby increasing brand value in a collection of public ideas. Access to AI-assisted development has made it possible to build and operate the CQ500 data portal without need for revenue.

How does this compare to what Bloomberg/MSCI/S&P already publish?

Bloomberg, MSCI, and S&P Global all provide backward-looking carbon intensity ratios (such as Scope 1, 2, and 3 emissions relative to sales or enterprise value) as a foundational baseline measure of climate transition risk. The shortcoming of these metrics is that they consider only current-period emissions — akin to assessing the lifetime maintenance costs of a new car based on the assumption that it will last only one year. By accounting solely for current-period emissions, standard carbon intensity ratios omit consideration of the unrealized emissions baked into long-lived tangible assets. They overlook “the future that has already happened.”

Can I get the company-level data behind this chart?

Yes, all the input data and calculations are provided for each member company. This data can be easily downloaded or screen captured.