Leveraging ESG Data for impact investing - Kieger
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Leveraging ESG Data for impact investing

Leveraging ESG Data for impact investing

Management guru Peter Drucker is credited with the popular maxim “what gets measured gets managed.” This holds true also in impact investing where measurement of environmental and social outcomes drives portfolio positioning and active stewardship, with the aim of achieving targeted impacts. Measurement presupposes the availability of sustainability data.

The good news is that there has been an explosion of non-financial #data in recent years, driven by #digitization, regulatory requirements and stakeholder engagement. Yet there is room for improvement, in terms of coverage, relevance, quality and assurance. The effort to ensure a degree of interoperability across jurisdictions and reduce duplication of efforts, is welcome, if not highly overdue. 

Input-oriented data

From a practitioner perspective it is helpful to differentiate between types of sustainability data. Input-oriented data have to do with the firm’s ongoing operation and form the basis for assessing the sensitivity of a corporates’ financial #performance in the face of environmental, social and governance risks and exigencies. 

Data providers collect a growing number of such input-oriented variables, sometimes many thousands in the case of listed equities and an increasing number in the case of private companies. To mention some examples: gigajoules energy used, m3 water withdrawn, tons of hazardous waste produced, % of board committee independence, and the presence of a raft of policies such as regarding labor conditions and diversity. 

Outcome-oriented data

Outcome-oriented #sustainability data indicate the effect of a firm’s operations and of the outcomes of those operations on the environment and society. Examples include accumulated GHG #emissions in the atmosphere, depletion of freshwater resources, environmental pollution, checks and balances in governance structures, the occurrence of employee injuries and fatalities, and the prevalence of bias in the workplace. Non-financial outcome-oriented data also relate to the products and services generated by a firm’s operations, such as number and features of healthcare products, related product safety features and characteristics and location of customers served.

The shift of focus from firm operations to the social and environmental outcomes of those operations, adds complexity. Outcome-oriented data are not as widely available or standardized. 

What gets measured gets managed… or only reported?

Non-financial input-oriented data (referring to firm operations) and outcome-oriented data (referring to effects on the environment and society) are very important for putting together ESG reports. However, for “what gets measured” to also “get managed” and not just “get reported,” sustainability data must be brought in an appropriate context. 

Sustainability goals and thresholds that provide a framework for using sustainability data to assess the impact of investment opportunities, include the achievement of climate neutrality, water resource sufficiency, a level of biodiversity supportive of well-functioning ecosystems, minimization of corruption, employee health & safety, and social spaces free of bias, such as based on gender or ethnicity. 

To give a concrete example, the effect of the m3 of water withdrawn by a corporation with respect to the available fresh water resources, may be assessed on the basis of data related to the impact on water sufficiency in relevant locations. Another example is whether a healthcare product addresses a medical need that was previously unmet, or with a treatment that is substantially superior from those previously available, or at a substantially more accessible price.

Data and analytics providers

Alongside the increase in sustainability data, there has been a proliferation of data & analytics providers. As well as collecting data, these service providers clean and standardize the data, use estimation methodologies to extend coverage where data is not reported – increasingly with the use of artificial intelligence – and analyze the raw data by constructing ratings, scores or signals, with the aim of supporting users in the assessment and evaluation of the data. 

The proliferation of ratings with an emphasis on outcomes has been a notable trend. These outcomes are often proxied through revenue streams, mapped onto sustainability themes, typically drawing from the United Nations Sustainable Development Goals. 

There is a large discrepancy in the granularity of the revenue disaggregation, ranging from broad industry classifications to granular activity and product-based classifications. Some providers have or are in the process of developing taxonomies based on variables that are more forward-looking than historical revenues (such as capital or operational expenditure). 

Others map both financial and non-financial data to impact themes, by scoring or assigning monetary value to imputed social and environmental benefits.

From sustainability data to sustainable investments

Increasingly, providers of sustainability data are taking a stance in evaluating whether an issuer can qualify as a ‘sustainable investment.’ This can take several forms with notable variation across service providers. Typically, a threshold is set on the basis of the performance against a sustainability theme based on a proprietary and/or regulatory taxonomy. The performance may be measured in terms of revenue alignment or percentile performance versus peers or on the basis of meeting a condition, such as having an approved Science-Based Target. 

Perhaps the most important difference is with respect to the transparency and traceability that data and analytics providers offer users into their datasets and calculated ratings and scores. This transparency – perhaps above all else – is important for investors to benefit from the increased data availability and analytical offering in the space.

Written by Panagiota Balfousia, Head Sustainable Business Strategy at Kieger AG

Sustainable Business Strategy Team

For a comprehensive overview of our investment strategies please contact us:

Kieger AG

+41 44 444 1844

Limmatstrasse 264, 8005 Zurich



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This news article has been issued through Kieger AG and is for distribution only under such circumstances as may be permitted by applicable law. This document is for information purposes only and does not constitute an offer. Past performance is not a reliable indicator of future results. The details and opinions contained in this document are provided by Kieger without any guarantee or warranty and are for the recipient’s personal use only. All information and opinions contained in this document are subject to change without notice. This document may contain statements that constitute “forward looking statements”. A number of risks, uncertainties and other important factors could cause actual developments and results to differ materially from our expectations. Data source: Statestreet / Factset.

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