working paper

Beyond Net Zero

How To Mobilize Passive Investing towards Paris Alignment with a Focus on the United States

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3. Approach

3.1 Paris-Aligned Framework for Passive Equity Investing

3.1.1 Sources, principles, and assumptions

The purpose of the Paris-aligned framework for passive equity investing (“the framework”) is to provide a standard approach for evaluating, comparing, and/or constructing passive equity products that are aligned with the goals of the Paris Agreement. The framework presents a set of minimum criteria for passive equity products to be considered Paris aligned. These criteria are designed to inform the selection and weighting of underlying companies in an index. This framework was created to enhance the transparency of an index and its underlying companies with regard to Paris alignment.

To develop the minimum criteria for this framework, we reviewed existing literature on Paris alignment, climate resilience, and a just transition. Our review focused on analytical and principles-based resources that can help align investments with the goals of the Paris Agreement and a just transition. Materials reviewed included investment frameworks, benchmarks, principles, and tools that were publicly available and published by March 2021 (Box 1).

Box 1 | Key Sources Used to Develop Criteria

  • Climate Change and the Just Transition: A Guide for Investor Action (Principles for Responsible Investment)
  • Climate Resilience Principles (Climate Bonds Initiative)
  • Climate Transition Benchmark and Paris-Aligned Benchmark (European Union)
  • Core Labour Standards (International Labour Organization; ILO)
  • Declaration on the Rights of Indigenous Peoples (United Nations)
  • Financial Sector Science-Based Targets Guidance (Science Based Targets initiative)
  • Gender Equality Scorecard (Equileap)
  • Guidelines for Business on Human Rights (United Nations)
  • Guidelines for the Evaluation of Workers’ Human Rights and Labour Standards (Committee on Workers’ Capital)
  • Net Zero Company Benchmark (Climate Action 100+)
  • Net Zero Investment Framework (Institutional Investors Group on Climate Change)
  • Occupational Health and Safety Standards (ILO)
  • Racial Justice Scorecard (As You Sow)
  • Transition Pathways Initiative Methodology and Indicators Report (Transition Pathways Initiative)
  • Workplace Diversity, Equity, and Inclusion Disclosure Scorecard (As You Sow)

We used the following principles and assumptions to guide criteria development, in addition to expert consultation:

Principles

  • Fit for purpose: There is a clear relationship between the criteria and Paris alignment.
  • Evidence based: Criteria for alignment are consistent with the best available science, literature, and guidance on achieving the goals of the Paris Agreement in a manner that supports a just and resilient transition.
  • Broadly applicable: Criteria should be globally applicable and feasible in the context of passive investing in public equities.
  • Objectively assessable: Subjective judgment is not required to determine if a criterion is met.

Assumptions

  • Investments should align with the goals of the Paris Agreement. Article 2.1 of the Paris Agreement includes the specific goals: “This Agreement, in enhancing the implementation of the Convention, including its objective, aims to strengthen the global response to the threat of climate change, in the context of sustainable development and efforts to eradicate poverty, including by
    • holding the increase in the global average temperature to well below 2°C above pre-industrial levels and pursuing efforts to limit the temperature increase to 1.5°C above pre-industrial levels, recognizing that this would significantly reduce the risks and impacts of climate change;
    • increasing the ability to adapt to the adverse impacts of climate change and foster climate resilience and low greenhouse gas emissions development, in a manner that does not threaten food production; and
    • making finance flows consistent with a pathway towards low greenhouse gas emissions and climate-resilient development” (UNFCCC 2015).
  • Climate change is an environmental, social, and economic issue. Climate change is ultimately a social issue that affects equity, people’s health, and access to resources, jobs, justice, and so forth; however, certain social groups are particularly vulnerable to climate change. The Paris Agreement specifically calls for consideration of the imperatives of a just transition and equity (UNFCCC 2015). To do so, the framework aims to incentivize companies to advance social equity and inclusion by promoting decent work, fair labor standards, access to basic services and opportunities, and human rights, which are included as criteria in the just transition theme of the framework.
  • Investments should avoid doing harm. Investing in companies that violate global standards could have harmful environmental and social effects. The framework takes precautionary consideration and includes a few exclusion criteria in the do no harm theme.
  • Climate science, practices, and standards are evolving. The framework was developed based on the most up-to-date climate science, practices, and standards. However, these will evolve as we gain better knowledge, understanding, and data over time. Contingent on available resources after the first phase of this project, the framework will aim to include a periodic review process to ensure that it is aligned with technological, market, and methodological progress, particularly updates from the Intergovernmental Panel on Climate Change.
  • Passive equity investing uses a rules-based approach that often occurs through investments in index-linked products. These products use a set of rules to determine which securities are included, which are excluded, and how securities are weighted. The framework includes criteria as rules for product construction and evaluation.

3.1.2 The Framework

The framework includes three major themes: mitigation and resilience, just transition, and do no harm (Table 2). Each theme has several subthemes and includes a detailed description of the criteria. All subthemes have a corresponding criterion, except for GHG emissions reduction, which has five criteria. We included two industry-specific exclusions, controversial weapons and tobacco, in the do no harm theme based on the revised EU Benchmark Regulation and common practices in the ESG investment products (EU 2019).

Table 2 | Paris-Aligned Framework for Developing Passive Equity Products

Subtheme

Criteria

Inclusion Rationale

Mitigation and resilience

Greenhouse gas (GHG) emissions reductions

1. Portfolio decarbonization

  • The product should achieve annual sectoral decarbonization targets for sectors where such targets are available and must meet minimum ambition indicated by sector-specific methods for 1.5°C pathways.
  • Sectoral decarbonization targets should be absolute GHG emissions or intensity metrics based on physical output unless justifiable exceptions are provided.
  • For all other sectors combined, the index should achieve at least 4.2% reduction in absolute GHG emissions on average per annum in line with or beyond the 1.5°C pathway for decarbonization from the Intergovernmental Panel on Climate Change (IPCC).

This criterion uses sectoral benchmarks to capture material differences in decarbonization pathways across sectors. This improves scientific robustness and incentive optimality. Current sectoral decarbonization pathways are available for some carbon-intensive sectors and industries. There can be limited availability for other sectors.

A 4.2% reduction in absolute GHG emissions aligns with 1.5°C scenarios with no or low overshoot from the Model for the Assessment of Greenhouse Gas Induced Climate Change, version 6, used by the IPCC Special Report on Global Warming of 1.5°C.a

2. Constituent decarbonization

  • The product should overweight constituent companies that set and publish validated 1.5°C aligned targets for GHG emissions reductions towards the goal of 100% portfolio coverage by 2040.

This criterion was adapted from EU climate benchmarks and aligned with the Science Based Targets initiative’s Portfolio Coverage Approach for financial institutions.

3. High climate impact sector

  • The product should maintain aggregated exposure to high climate impact sectors that is at least equivalent to the underlying investable universe.
  • High climate impact sectors include (NACE classification) agriculture, forestry, and fishing; mining and quarrying; manufacturing; electricity, gas, steam, and air-conditioning supply; water supply, sewerage, waste management and remediation activities; construction; wholesale and retail trade and repair of motor vehicles and motorcycles; transportation and storage; and real estate activities.

This criterion was adapted from the EU Benchmark Regulation to prevent a fund from moving out of a high climate impact sector to ensure that climate transitioning investors maintain their influence via engagement and voting.

4. Fossil fuel exclusion

  • The product should exclude companies that are making capital expenditures to develop new oil and gas fields, new unabated natural gas plants, new coal mines, new unabated coal plants, or coal mine extensions.

This exclusion is adapted from the International Energy Agency’s Net Zero Pathway.b

5. Deforestation exclusion

  • The product should underweight or exclude companies with at least one major deforestation incident in the past year.

According to a report from the Co-sponsored Workshop on Biodiversity and Climate Change by the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services and IPCC, deforestation results in the loss and degradation of carbon- and species-rich ecosystems, and biodiversity protection is a critical component of climate change mitigation.c

Mitigation and resilience (cont.)

Physical climate risks and resilience

The product should overweight companies that

  • disclose the resilience of their business strategies under different climate-related scenarios (including 2°C or higher temperature scenarios); and/or
  • derive 50% or more of their revenue from climate-resilient solutions (according to the screening criteria outlined in the EU taxonomy technical annex for substantial contribution to adaptation activities).

Companies disclosing detailed assessments of their resilience under different climate scenarios could be more resilient.

Improved exposure to potential climate change opportunities can help advance the development and deployment of climate solutions.

Climate governance and lobbying

The product should overweight companies that meet any of the following 6 criteria, in proportion to how many they meet:

Climate governance

  • The company’s board has clear oversight of climate change.
  • The company’s executive remuneration scheme incorporates climate change performance elements.
  • The board has sufficient capabilities/competencies to assess and manage climate-related risks and opportunities.

Climate lobbying

  • The company has at least a Paris-aligned climate lobbying position and all of its direct lobbying activities are aligned with this. More ambitious positions are encouraged.
  • The company has at least Paris-aligned lobbying expectations for its trade associations, and it discloses its trade association memberships. More ambitious positions are encouraged.
  • The company has a process to ensure its trade associations lobby in accordance with the Paris Agreement. More ambitious positions are encouraged.

Enhanced climate governance improves a company’s climate resilience and governance and enables sufficient attention and scrutiny to climate as a financial risk and opportunity, according to the World Economic Forum.d

These indicators are drawn from Climate Action 100+.e

Just transition

Workforce practices

The product should overweight companies that

  • have commitments in line with the International Labour Organization’s just transition principles or the Business Pledge for Just Transition and Decent Green Jobs; or
  • commit to paying a living wage to all employees throughout the supply chain, even in countries without legal minimum wage requirements or where the minimum wage is not a living wage.

The Global Living Wage Coalition provides the definition for a living wage.

Diversity, equity, and inclusion

The product should overweight companies that

  • release the gender and race/ethnicity demographics of their board of directors, executives, senior management, and workforce;
  • release a diversity, equity, and inclusion goal that can be quantified and tracked by external stakeholders; or
  • release promotion rates, recruitment data, retention rates, and pay equity data by employees’ gender and race/ethnicity.

The measure of responsible restructuring for a just transition with indicators is adapted from the Equileap Gender Scorecard and As You Sow’s Workplace Diversity, Equity, and Inclusion Disclosure Scorecard and its Racial Justice Scorecard.f

Do no harm

Human rights exclusion

The product should exclude companies that are found or estimated to be in violation of

  • the United Nations Global Compact principles;
  • the Organization for Economic Co-operation and Development’s Guidelines for Multinational Enterprises; or
  • the UN Guidelines for Business on Human Rights.

This exclusion is adapted from the minimum standard for the EU Paris-Aligned Benchmark (PAB) and the Climate Transition Benchmark (CTB) by December 31, 2022.

Weapons exclusion

The product should exclude companies involved in any activities related to controversial weapons as referred to in international treaties and conventions, UN principles, and, where applicable, national legislation.

This exclusion is adapted from the minimum standard for the EU PAB and CTB by December 31, 2022.

Tobacco exclusion

The product should exclude companies involved in the cultivation and production of tobacco.

This exclusion is adapted from the minimum standard for the EU PAB and CTB by December 31, 2022.

Note: NACE = Nomenclature des Activités Économiques dans la Communauté Européenne (Statistical Classification of Economic Activities in the European Community).

Sources: a. SBTi 2019; b. IEA 2021; c. Pörtner et al. 2021; d. WEF 2019; e. Climate Action 100+ 2021; f. Equileap 2020; As You Sow n.d.a, n.d.b.

3.2 Fund Analysis

3.2.1 The sample

We applied our framework to 35 passive equity investment products in the United States and European Union to assess the degree to which these funds align with the Paris Agreement. Since the European Union issued its regulation on PABs in November 2019, there are a few products aligned with the regulation offered outside the United States, which we also included in the sample for analysis and comparison purposes. We used three criteria related to a passive equity product—size, popularity, or name—to identify the sample. We included funds that met any of the following three criteria:

  • Size: The 20 largest products measured by AUM as of December 2020 from Morningstar sustainable investment funds.
  • Popularity: The 20 most popular products measured by one-year or three-year fund net flow as of December 2020 from Morningstar sustainable investment funds.
  • Name: Any funds with names containing SDG, Sustainable Development, Impact, Social, Just, Carbon, Fossil Free, or Climate in the United States, and any funds with names containing Paris.

We identified 35 passive equity products using the above criteria after removing duplicated products (Table 3). These include products that belong to both the 20 largest and 20 most popular products. Although offered by different companies, some products used the same underlying index and were essentially identical in terms of portfolio composition. We excluded smaller funds of those using the same underlying index. Some products used the same index family from an index provider but focused on a different geographic area. Since these products used identical criteria to construct portfolios, we excluded smaller funds.

Table 3 | Passive Equity Investment Products Included in the Analysis

Name

Ticker

Index

Fund Size (US$, billions)

iShares ESG Aware MSCI USA ETF

ESGU

MSCI USA Extended ESG Focus Index

16.182

Vanguard FTSE Social Index I

VFTNX

FTSE4Good U.S. Select Index

12.034

iShares Global Clean Energy ETF

ICLN

S&P Global Clean Energy Index

5.577

iShares ESG Aware MSCI EAFE ETF

ESGD

MSCI EAFE Extended ESG Focus Index

5.203

Calvert U.S.Large Cap Core Rspnb Idx I

CISIX

Calvert U.S. Large-Cap Core Responsible Index

4.053

Vanguard ESG U.S. Stock ETF

ESGV

FTSE U.S. All Cap Choice Index

4.011

Xtrackers MSCI USA ESG Leaders Eq ETF

USSG

MSCI USA ESG Leaders Index

3.452

Invesco Solar ETF

TAN

MAC Global Solar Energy Index

3.377

iShares MSCI USA ESG Select ETF

SUSA

MSCI USA Extended ESG Select Index

3.028

iShares MSCI KLD 400 Social ETF

DSI

MSCI KLD 400 Social Index

2.997

First Trust NASDAQ® Cln Edge® GrnEngyETF

QCLN

NASDAQ Clean Edge Green Energy Index

2.777

Invesco WilderHill Clean Energy ETF

PBW

WilderHill Clean Energy Index

2.459

Invesco Water Resources ETF

PHO

Nasdaq OMX Water Index

1.522

SPDR® S&P 500 Fossil Fuel Rsrv Free ETF

SPYX

S&P 500 Fossil Fuel Free Index

1.057

ALPS Clean Energy ETF

ACES

CIBC Atlas Clean Energy Index

1.012

Nuveen ESG Large-Cap Value ETF

NULV

TIAA ESG USA Large-Cap Value Index

0.877

iShares MSCI Global Impact ETF

SDG

MSCI ACWI Sustainable Impact Index

0.435

FlexShares STOXX U.S. ESG Impact ETF

ESG

STOXX®USA ESG Impact Index

0.168

Inspire Small/Mid Cap ESG ETF

ISMD

Small/Mid Cap Impact Equal Weight Index

 0.0929

Adasina Social Justice All Cap Global ETF

JSTC

Adasina Social Justice Index

 *

Impact Shares NAACP Minority Empwrmt ETF

NACP

Morningstar Minority Empowerment Index

0.027

Impact Shares YWCA Women’s Empwrmt ETF

WOMN

Morningstar® Women’s Empowerment Index

0.016

Impact Shares Sus Dev Gls Glb Eq ETF

SDGA

Morningstar® Societal Development Index

0.005

Amundi Euro ISTOXX Clim Paris Ali PAB IE Cap

PABZ (EUR)

EURO iSTOXX Ambition Climat PAB Index

 *

Amundi MSCI Europe Clim Paris Aligned PAB ETF DR

PABE (EUR)

MSCI EUROPE Climate Change Paris Aligned Select Index

 *

Lyxor S&P 500 ParisAlignedClimate (EUPAB) (DR) USD

PABU

S&P 500 Paris-Aligned Climate Net Total Return Index

 *

Franklin STOXX Europe 600 Paris AlignedClimate EUR

PARI (EUR)

STOXX® Europe 600 Paris-Aligned Benchmark Index

 *

iShares S&P 500 Paris Aligned Climate UCITS ETF

UPAB

S&P 500 Paris-Aligned Climate Sustainability Screened Index

 *

Etho Climate Leadership U.S. ETF

ETHO

Etho Climate Leadership Index—United States

0.219

VanEck Vectors Low Carbon Energy ETF

SMOG

MVIS Global Low Carbon Energy Index

0.294

JPMorgan Carbon Transition U.S. Eq ETF

JCTR

JPMorgan Asset Management Carbon Transition U.S. Equity Index

0.025

BlackRock U.S. Carbon Transition Readiness ETF

LCTU

Russell 1000 Index

 *

SPDR MSCI ACWI Low Carbon Target ETF

LOWC

MSCI ACWI Low Carbon Target Index

0.793

U.S. Vegan Climate ETF

VEGN

Beyond Investing U.S. Vegan Climate Index

0.047

Goldman Sachs JUST U.S. Large Cap Eq ETF

JUST

JUST U.S. Large Cap Diversified Index

0.220

Notes: * = information not available. Assets under management as of December 31, 2020.

Source: Authors.

We classified each fund into one of five different categories based on its investment focus and investment universe (Table 4). The classification of funds by similar characteristics and investment focus provides a lens to spot patterns between groups and points of divergence among funds of the same category. As we will discuss in Section 4, there are distinct patterns and common coverage gaps between groups based on their approaches to Paris alignment, with common coverage gaps towards the framework.

The five categories we used, and their definitions, are as follows:

  • Broad ESG: Funds that use general ESG factors in their selection process and have a diverse investment universe.
  • Diversified climate: Funds that focus on climate issues and apply weighting factors on a diverse investment universe across different industries.
  • Thematic climate: Funds that focus on specific climate-related themes (e.g., renewable and clean energy) and as a result have a sector-focused investment universe.
  • Social/impact: Funds that focus on social and impact issues and consider them across a broad investment universe.
  • EU PAB labeled: Funds that meet the minimum requirements of the EU PAB label.

Table 4 | Passive Equity Investment Products Grouped by Fund Category

Broad ESG

Diversified Climate

Thematic Climate

Social/Impact

EU PAB Labeled

Total: 12

Total: 5

Total: 7

Total: 6

Total: 5

iShares ESG Aware MSCI USA ETF

SPDR® S&P 500 Fossil Fuel Rsrv Free ETF

iShares Global Clean Energy ETF

iShares MSCI Global Impact ETF

Amundi Euro ISTOXX Clim Paris Ali PAB IE Cap

Vanguard FTSE Social Index I

Etho Climate Leadership U.S. ETF

Invesco Solar ETF

Inspire Small/Mid Cap ESG ETF

Amundi MSCI Europe Clim Paris Aligned PAB ETF DR

iShares ESG Aware MSCI EAFE ETF

JPMorgan Carbon Transition U.S. Eq ETF

First Trust NASDAQ® Cln Edge® GrnEngyETF

Adasina Social Justice All Cap Global ETF

Lyxor S&P 500 ParisAlignedClimate (EUPAB) (DR) USD

Calvert U.S. Large Cap Core Rspnb Idx I

BlackRock U.S. Carbon Transition Readiness ETF

Invesco WilderHill Clean Energy ETF

Impact Shares NAACP Minority Empwrmt ETF

Franklin STOXX Europe 600 Paris AlignedClimate EUR

Vanguard ESG U.S. Stock ETF

SPDR MSCI ACWI Low Carbon Target ETF

Invesco Water Resources ETF

Impact Shares YWCA Women’s Empwrmt ETF

iShares S&P 500 Paris Aligned Climate UCITS ETF

Xtrackers MSCI USA ESG Leaders Eq ETF

ALPS Clean Energy ETF

Impact Shares Sus Dev Gls Glb Eq ETF

iShares MSCI USA ESG Select ETF

VanEck Vectors Low Carbon Energy ETF

iShares MSCI KLD 400 Social ETF

Nuveen ESG Large-Cap Value ETF

FlexShares STOXX U.S. ESG Impact ETF

U.S. Vegan Climate ETF

Goldman Sachs JUST U.S. Large Cap Eq ETF

Notes: ESG = environmental, social, and governance; PAB = Paris-Aligned Benchmark.

Source: Authors.

3.2.2 Applying the framework to the sample

To assess each fund’s alignment with the Paris-aligned framework developed in this paper, we used the fund’s prospectus, index methodology, and stewardship documentation to understand its investment strategy. These documents were used to better understand the investment process and how ESG or sustainable thematic issues were evaluated within the fund, if applicable.

After collecting detailed information on each fund for various Paris-aligned criteria themes and subthemes, we created a set of metrics to evaluate the extent to which the funds met the theme’s criteria:

  • Aligned: The fund fully aligns with the criteria.
  • Partially aligned: The fund aligns with part of the criteria, but not all.
  • None: The fund did not include any of the criteria.
  • Not applicable: The criteria are not applicable to the funds.

After evaluating the funds and how they matched up to the framework, we contacted the asset managers to the best of our ability to validate the data collected. We sent e-mails to general corporate e-mail addresses for 8 asset managers managing 14 funds and to personal corporate e-mail addresses for 13 asset managers managing 21 funds. We received feedback from 4 asset managers managing 4 funds.

3.3 Limitations

For this working paper, we did not analyze the actual performance of a fund manager or an index provider in constructing a fund or index against the framework; this would have required an evaluation of its constituent companies against the Paris-aligned framework. Instead, we evaluated the fund’s methodology and investment criteria, which describes how constituent companies are selected and weighted. This is because we designed the framework to inform the constructing of a passive fund rather than to evaluate constituent companies. We assess the degree of Paris alignment within each fund using its methodology and investment criteria, which provide sufficient information for the assessment. In addition, evaluating constituent companies would require collecting data from thousands of companies, which is beyond the scope of this research.

We did not consider components of ESG scores or ratings against the framework when evaluating a fund. A company’s ESG score is a numerical measure of its ESG performance by a third-party provider of reports and ratings. An ESG score considers a multitude of factors related to ESG issues, which could include certain themes of the framework but also unrelated themes. However, the methodologies underlying these ESG scores do not make their criteria, weighting, assumptions, and methodologies publicly available, so we could not include this information (Walter 2020). This could result in undervaluation since a fund may consider some framework criteria in the ESG scores.

Lastly, the sample selection for the fund analysis had a cutoff date of December 31, 2020, because the research process for this working paper started in the first half of 2021. Sustainable investing is a fast-growing area, and an increasing number of products are being offered in the market. Although we could not include new products offered in 2021 in our sample, our framework can assess their Paris alignment.

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