This methodology sets out how Integrum ESG generates proxy ESG scores for companies that disclose too little ESG data to be scored from their own disclosures. Each proxy is built metric by metric from the average scores of companies in the same subsector and region, is always labelled as a proxy and is switched on or off by the user, so every portfolio can be viewed with or without them.
Purpose
Why proxy scores exist
Integrum ESG scores companies directly from what they disclose: the documents each company publishes, with the Integrum ESG Platform updated within 10 days of new material data. Some companies publish too little ESG data to be scored in this way.
Many ESG ratings providers fill that gap with estimates whose methodology is not published. Investment firms asked us for a way to see those companies rated too, and some asset owners expect their managers’ ESG reports to fill gaps with proxy data. Proxy scores meet that need with a published, rules-based method, and every proxy is labelled so it is never confused with a score based on the company’s own data.
Toggle
The proxy scores toggle
Proxy scores are an option, not the default. Each portfolio has a Proxy Scores On? toggle in its header. Switched on, companies that disclose too little to be scored directly are rated using proxy scores and included in the portfolio’s results. Switched off, the portfolio’s scores are built only from companies scored on their own disclosures.
A fund’s own score always includes proxy scores for the holdings that need them, with the share of the fund shown using proxies stated alongside, as set out in our Fund ESG Ratings Methodology.
Method
How proxy scores are calculated
A proxy ESG rating is built from the average scores of companies in the same subsector, in the same region, following the same structure as a direct score:
- Metric averages For every material metric, we take the average Awareness score and the average Performance score of companies in the subsector and region.
- Metric score The two averages are averaged to form an overall proxy score for that metric.
- Dimension scores The overall scores for each material metric are averaged to create a proxy score for each dimension: Sustainability and Governance.
- ESG score The Sustainability and Governance scores are averaged to create the company’s overall proxy ESG score. The SDG alignment metrics form a standalone proxy Impact score.
Regional comparison threshold
The regional comparison requires at least seven companies. Where there are six or fewer companies in the subsector and region, global subsector data is used instead.
As with direct scores, users can customise the weightings of metrics and dimensions at subsector level.
Values
Proxy performance values
Alongside the 0 to 4 proxy scores, we calculate a proxy estimate of the reported value for each quantitative metric. The proxy performance value is the median of the values reported by companies in the same subsector and region.
For metrics scaled by revenue, such as GHG emissions in tCO2e per $ of revenue, we calculate a proxy for the scaled value and estimate the company’s absolute value by multiplying it by the company’s revenue, where the company is listed and its revenue is available. Users can also see the average raw values for any regional subsector, such as air pollutants emitted or waste generated per unit of revenue.
Definitions
Key definitions
| Term | Definition |
|---|---|
| Metric | A material sustainability, governance or impact issue, for example GHG Emissions or Gender Diversity of the Board |
| Awareness score | The rules-based assessment, in absolute terms on a 0 to 4 scale, of management’s focus on addressing the issue |
| Performance score | A 0 to 4 score comparing the company’s KPI for the metric with its peers. For GHG Emissions, the KPI is tonnes of CO2e per $ of revenue |
| Average | The unweighted mean. In a regional subsector of 30 companies, a small company’s score carries the same weight as a large company’s |
| Median | The middle value when a regional subsector’s values are ranked from lowest to highest. Unlike the average, it is not pulled up or down by a few very high or very low values |
| Subsector | The narrower industrial grouping a company belongs to. Every company is assigned to one of 77 subsectors under the SASB SICS classification system. Wells Fargo, for example, is in the Financials sector and the Commercial Banks subsector |
| Region | North America, Latin America, EMEA or Asia, defined broadly so each data set is large enough to give meaningful averages |
Regions are broad by design. To generate a proxy rating for an auto parts company in Thailand, for example, there are too few Thai auto parts companies with enough ESG disclosure to give a meaningful average, so we use auto parts companies across Asia.
Worked examples
Worked examples
A proxy metric score
For an auto parts company in Asia, the average Awareness score on GHG Emissions across Asian auto parts companies is 2.4 and the average Performance score is 1.8. The company’s proxy score for the metric is (2.4 + 1.8) ÷ 2 = 2.1. The same calculation runs for every material metric, the metric scores are averaged into Sustainability and Governance proxy scores and those two are averaged into the overall proxy ESG score.
A proxy performance value
The median GHG emissions intensity of the company’s regional subsector is 120 tCO2e per $1M of revenue, and the company is listed with revenue of $500M. Its proxy emissions are 120 × 500 = 60,000 tCO2e.
These figures are illustrative.
Transparency
Labelling and transparency
Companies rated using proxy data are always clearly labelled on the Integrum ESG Platform, so users can see at once which ratings are based on the company’s own data and which on regional subsector averages. The Glass Box for any metric, for any company, states when proxy data has been used, as set out in our Company ESG Scores and Glass Box Methodology.
Proxy scores give an indicative measure of the ESG risk inherent in a company’s subsector and region. With the toggle on, a portfolio is unlikely to show data gaps, while every directly scored company remains rated on its own disclosures.
Proxy emissions follow the same median approach in our climate reporting, described in our TCFD Reporting and Climate VaR Methodology.
FAQs
Frequently asked questions
What is a proxy ESG score?
A proxy ESG score rates a company that discloses too little ESG data to be scored directly, using the average Awareness and Performance scores of companies in the same subsector and region, metric by metric.
Are proxy scores included by default?
No. Proxy scores are switched on or off with the Proxy Scores On? toggle in each portfolio’s header. A fund’s own score always includes them for holdings that need them, with the share shown using proxies stated alongside.
Which regions are used?
North America, Latin America, EMEA and Asia. Where a subsector has six or fewer companies in a region, global subsector data is used instead.
How are proxy emissions estimated?
We take the median emissions per unit of revenue for the company’s subsector and region and multiply it by the company’s revenue, where the company is listed and its revenue is available.
How can I tell whether a score is a proxy?
Proxy ratings are always labelled on the Integrum ESG Platform, and the Glass Box for any metric states when proxy data has been used.
How many subsectors are there?
77, under the SASB SICS classification system.
Close the gaps in your portfolio
Speak to our team to see your portfolio with and without proxy scores, and which holdings each rating rests on.

