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RELIABLEPOLITICAL ECONOMY · PUBLIC POLICY
RELIABLEPOLITICAL ECONOMY · PUBLIC POLICY
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ESG Ratings Explained: The Scorecard Behind Responsible Investing

What the letters mean, how raters build a score, and why two agencies can grade the same company differently.

HL
Henrik Larsen · October 1, 2026 · 7 min read
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ESG Ratings Explained: The Scorecard Behind Responsible Investing
ESG Ratings Explained: The Scorecard Behind Responsible Investing

ESG investing is an investment approach that weighs how companies handle environmental, social, and governance issues alongside conventional financial measures. The letters stand for environmental, social, and governance — three baskets of non-financial factors that range from carbon emissions to executive pay. A rating agency condenses those factors into a score, and funds use that score to decide what counts as a "responsible" holding.

The catch is that the scorecard is not standardized. Two major raters can look at the same company and produce noticeably grades, because they weight the three pillars differently and start from different . Understanding what is ESG investing, then, starts with understanding what the ratings actually measure — and what they do not. For related coverage, see How Climate and ESG Disclosure Rules Land in U.S. Markets.

What does ESG actually stand for?

ESG is a framework for measuring how an organization manages risks and opportunities beyond the financial statements. According to the Corporate Finance Institute, the framework takes the view that sustainability extends past environmental issues alone, and that the interested parties include not just investors but customers, suppliers, and employees.

The three pillars break down as follows:

Governance is the least glamorous pillar and arguably the most load-bearing. Weak controls and opaque leadership can erase the value of strong environmental programs, which is one reason investors treat governance quality as a signal about everything else.

Where did the term come from?

The term ESG first came to prominence in a 2004 report titled "Who Cares Wins," a joint initiative of financial institutions convened at the invitation of the United Nations. As Wikipedia's overview of ESG records, the movement had grown by 2023 into a global phenomenon representing more than US$30 trillion in assets under management.

The idea has older roots. In the 1970s, the Reverend Leon Sullivan, a General Motors board member, drew up a code of conduct for companies doing business in apartheid-era South Africa. The resulting pressure contributed to mass disinvestment by US firms. Earlier still, Milton Friedman argued that social responsibility hurts financial performance — a view that dominated much of the twentieth century before the counterargument, built around social capital, gained ground in the late 1980s.

ESG is not the same as its neighbors. Corporate social responsibility, ethical investing, sustainable investing, and impact investing overlap with it, and the terms are often used interchangeably, but they have different origins and applications.

How is an ESG rating actually built?

A agency collects disclosures and other data about a company, maps them onto the three pillars, weights each factor, and produces a score. The inputs include company reporting on emissions, workforce practices, and board structure, plus whatever the agency can gather from other records.

The weighting is where judgment enters. One agency may treat carbon intensity as the dominant environmental factor; another may weight water use or board diversity more heavily. An agency may also score a company on financial materiality — how much an issue affects the company's bottom line — rather than on the company's impact on the world. That single design choice explains a large share of rating disagreements: a fuel company can score well with an agency that asks "does climate risk threaten this firm's profits?" and poorly with one that asks "how much does this firm contribute to climate risk?"

Disclosure itself is uneven. Companies report voluntarily in many jurisdictions, using different frameworks, so raters are often comparing firms that filled out different questionnaires. The result is a scorecard built partly on measurement and partly on the rater's model of what matters.

Why do the ratings conflict?

The disagreements trace to three known problems. As the Wikipedia entry summarizes, criticism of ESG centers on data quality and a lack of standardization, evolving regulation and politics, greenwashing, and disagreement over the very definition of social good.

Three mechanisms drive the divergence:

  1. Different materiality maps. Raters disagree about which issues are financially relevant in which industries, so the same factor carries different weights at different agencies.
  2. Different data. Voluntary disclosure means gaps, and raters fill gaps differently — some estimate, some penalize, some ignore.
  3. Different purposes. A score built to predict financial risk is not the same instrument as one built to measure real-world impact, even when both are labeled "ESG."

Greenwashing compounds the problem. The Corporate Finance Institute notes that corporate sustainability was, in the 1990s, often used by management teams as a marketing tool to overstate environmental efforts — a practice later known as greenwashing. Ratings built on self-reported data inherit that risk.

The analysis: the conflict is not mainly a scandal of sloppy agencies. It is a structural feature of trying to compress dozens of qualitative, partly disclosed issues into one number. Read any single rating as one model's opinion, not a measurement the way a balance sheet is measured.

What is ESG investing in practice?

ESG investing is an approach that takes companies' environmental and social impacts and governance quality into account when choosing what to buy or avoid. ESG.org describes it as a socially responsible investment management approach that considers companies' impact on their communities and the planet, and notes that investors often use the term interchangeably with ethical, green, sustainable, and impact investing.

In practice it shows up in several forms: funds that screen out certain industries, funds that overweight companies with better scores, green bonds that earmark proceeds for environmental projects, and index funds that track ESG-filtered benchmarks. The mechanism is capital allocation. As the Corporate Finance Institute puts it, restricting access to capital — or making its terms less favorable — can push poor performers to improve, while rewarding well-performing management teams encourages continued progress.

Reach is uneven, though. ESG.org reports that while a substantial share of US professional investment falls into this category, less than 13 percent of 401(k) providers offered an ESG option according to a 2019 survey — meaning ordinary retirement savers encounter it far less than institutional investors do.

What should a reader take from a rating?

Practical steps for reading a score:

The analysis: ESG ratings are best understood the way a chartering desk reads a vessel survey — useful, but only as good as the inspector's checklist and the owner's paperwork. As disclosure rules tighten and reporting becomes mandatory in more jurisdictions, the raw data underneath the scores should improve, and the disagreements should narrow. Until then, the scorecard behind responsible investing is a set of overlapping opinions, not a single truth. This connects to our earlier piece, How Supply Chain Disclosure Rules Reach U.S. Importers.

What remains unknown is how quickly standardization arrives and which framework wins. Regulation is moving — disclosure requirements for large companies are tightening in major economies — but raters' methodologies remain proprietary, and no single score yet commands the market. Readers comparing funds should expect the labels to outpace the consistency for some time.

Sources

  1. ESG (Environmental, Social, & Governance) - Corporate Finance Institute
  2. What Is ESG? A Complete Guide for 2026 | ESGsource
  3. What is ESG? - ESG.org
  4. Environmental, social, and governance - Wikipedia

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Frequently Asked Questions

Is ESG investing the same as ethical investing?
Not exactly. The terms overlap and are often used interchangeably, but ethical investing usually means excluding industries on moral grounds, while ESG scoring weighs environmental, social, and governance risk management across all companies. Impact investing goes further, targeting measurable real-world outcomes. ESG.org notes investors frequently treat these labels as interchangeable, though their origins differ.
Why do two rating agencies give the same company different ESG scores?
Because they weight the pillars differently, use different data, and may measure different things — one asks whether an issue threatens the company's profits, another asks the company's impact on the world. Voluntary, non-standardized disclosure widens the gaps. Wikipedia's overview lists data quality, lack of standardization, and varied definitions of social good among the main criticisms.
What do the three ESG pillars cover?
Environmental covers emissions, energy, water, waste, and climate exposure. Social covers employees, suppliers, customers, and communities — wages, safety, labor standards. Governance covers board structure, executive pay, audits, internal controls, and shareholder rights. Governance is widely treated as the foundation that makes credible environmental and social performance possible.
Does ESG investing only matter to big institutions?
It matters to retail savers too, but access is uneven. ESG.org reports that less than 13 percent of 401(k) providers offered an ESG option in a 2019 survey, even though a large share of US professional investing takes ESG factors into account. Retail investors most often meet ESG through screened funds, ETFs, and green bonds.