OneTrust Cookie Consent

Navigation

  • Skip to Content
  • Client Log In
  • Investor relations  (opens in a new tab)
  • Sustainability Institute  (opens in a new tab)
  • Subscribe
  • Contact us
  • Careers
  • Region
  • Go back to Main Menu
  • Client Log In
  • MSCI ONE  (opens in a new tab)
  • MSCI Client Support Site
  • Barra PortfolioManager
  • BarraOne  (opens in a new tab)
  • MSCI ESG Manager  (opens in a new tab)
  • MSCI ESG Direct  (opens in a new tab)
  • Global Index Lens
  • MSCI Real Assets Analytics Portal  (opens in a new tab)
  • RiskManager 3  (opens in a new tab)
  • CreditManager  (opens in a new tab)
  • RiskManager 4  (opens in a new tab)
  • Index Monitor  (opens in a new tab)
  • MSCI Datscha  (opens in a new tab)
  • MSCI Real Capital Analytics  (opens in a new tab)
  • Private i  (opens in a new tab)
  • Total Plan/Caissa  (opens in a new tab)
  • MSCI Wealth Manager (Fabric)  (opens in a new tab)
  • MSCI Carbon Markets  (opens in a new tab)
  • Go back to Main Menu
  • Region
  • China
  • India
  • Japan
Navigation

Navigation Menu

  • Our Clients
    • Go back to Main Menu
    • Our Clients
    • Asset Managers
    • Asset Owners
    • Banks
    • Corporates
    • Hedge Funds
    • Insurance Companies
    • Wealth Managers
  • Our Solutions
    • Go back to Main Menu
    • Our Solutions
    • Analytics
      • Go back to Our Solutions
      • Analytics
      • Analytics Overview
      • Risk Management
      • AI Portfolio Insights
      • Multi-asset Class Factor Models
      • Quantitative Investment Solutions
      • Fixed Income Analytics
      • Portfolio Management
      • Crowding Solutions
      • Regulatory Solutions
      • Managed Solutions
    • Climate Investing
      • Go back to Our Solutions
      • Climate Investing
      • Climate Investing Overview
      • Biodiversity
      • Carbon Markets
      • GeoSpatial Asset Intelligence
      • Portfolio Sustainability Insights
      • Real Estate Climate Solutions
    • Sustainable Investing
      • Go back to Our Solutions
      • Sustainable Investing
      • Sustainable Investing Overview
      • ESG Fund Ratings and Climate Search Tool
      • ESG Ratings
      • Impact Solutions
      • Sustainability Reporting Services
      • Sustainability and Climate Regulatory Toolkit
    • Factor Investing
      • Go back to Our Solutions
      • Factor Investing
      • Factor Investing Overview
      • Equity Factor Models
      • FactorLab
      • MSCI FaCS
      • Factor Indexes
    • Fixed Income
      • Go back to Our Solutions
      • Fixed Income
      • Fixed Income Overview
      • Fixed Income Analytics
      • Fixed Income Indexes
    • Private Capital
      • Go back to Our Solutions
      • Private Capital
      • Private Capital Overview
      • Private i
      • Total Plan Manager (formerly Caissa)
      • Emissions Footprinting
      • Private Capital Indexes
      • Private Company Data Connect
    • Real Assets
      • Go back to Our Solutions
      • Real Assets
      • Real Assets Overview
      • INCANS
      • Index Intel
      • Portfolio Services
      • Property Intel
      • Private Real Assets Indexes
      • Real Capital Analytics
    • Wealth Management
  • Indexes
    • Go back to Main Menu
    • Indexes
    • Indexes Overview
    • By Category
      • Go back to Indexes
      • By Category
      • By Category Overview
      • Climate
      • Market Cap
      • Fixed Income
      • Client-Designed
      • Sustainability
      • Factor
      • Thematic
      • Private Real Assets
      • Private Capital
    • Tools
      • Go back to Indexes
      • Tools
      • Tools Overview
      • Index Monitor
      • MSCI Index API
      • MSCI IndexMetrics®
      • Index Data Modules
      • Equity Index Constituents
      • Fixed Income Index Constituents
      • Index Profile Tool
      • Direct Indexing
    • Resources
      • Go back to Indexes
      • Resources
      • Resources Overview
      • Communications
      • Education
      • Equity Factsheets
      • Derivatives
      • Methodology
      • Performance
      • Regulation
  • Research & Insights
    • Go back to Main Menu
    • Research & Insights
    • Research & Insights
      • Go back to Research & Insights
      • Research & Insights
      • Research & Insights Overview
      • Carbon Markets
      • Climate
      • Equities
      • Factor Investing
      • Fixed Income
      • Multi-Asset Class
      • Private Capital
      • Real Estate
      • Sustainability
    • Events
      • Go back to Research & Insights
      • Events
      • Events Overview
      • On Demand
  • Discover MSCI
    • Go back to Main Menu
    • Discover MSCI
    • About Us
    • Technology
      • Go back to Discover MSCI
      • Technology
      • Technology Overview
      • Data Explorer
      • Developer Community
      • Technology and Data
    • Corporate Responsibility
      • Go back to Discover MSCI
      • Corporate Responsibility
      • Corporate Responsibility Overview
      • Enabling Sustainable Investing
      • Environmental Sustainability
      • Governance Practices
      • Social Practices
      • Sustainability Reports and Policies
    • Inclusion & Belonging
    • Media Room
    • Our Leadership
    • Recognition
  • Client Log In
  • Investor relations  (opens in a new tab)
  • Sustainability Institute  (opens in a new tab)
  • Subscribe
  • Contact us
  • Careers
  • Region
  • Go back to Main Menu
  • Client Log In
  • MSCI ONE  (opens in a new tab)
  • MSCI Client Support Site
  • Barra PortfolioManager
  • BarraOne  (opens in a new tab)
  • MSCI ESG Manager  (opens in a new tab)
  • MSCI ESG Direct  (opens in a new tab)
  • Global Index Lens
  • MSCI Real Assets Analytics Portal  (opens in a new tab)
  • RiskManager 3  (opens in a new tab)
  • CreditManager  (opens in a new tab)
  • RiskManager 4  (opens in a new tab)
  • Index Monitor  (opens in a new tab)
  • MSCI Datscha  (opens in a new tab)
  • MSCI Real Capital Analytics  (opens in a new tab)
  • Private i  (opens in a new tab)
  • Total Plan/Caissa  (opens in a new tab)
  • MSCI Wealth Manager (Fabric)  (opens in a new tab)
  • MSCI Carbon Markets  (opens in a new tab)
  • Go back to Main Menu
  • Region
  • China
  • India
  • Japan

Main Search

Popular searches:
ACWI (opens in a new tab) Research (opens in a new tab) ESG (opens in a new tab) Factor Investment (opens in a new tab) Insights Gallery (opens in a new tab) Asset Owners (opens in a new tab)
Might interest you:
Powering Better Portfolios through Technology and Data
MSCI offers clients mission-critical data and technology capabilities focused on quality, reliability, and scale. To power the next wave of growth,...
ESG Ratings
MSCI ESG Ratings provides insights into ESG risks and opportunities within multi-asset class portfolios.
Research
MSCI has applied pioneering ideas to real-world investment challenges for more than four decades.
A Framework for Attributing Changes in Portfolio Carbon Footprint

Social Sharing

Extended Viewer

A Framework for Attributing Changes in Portfolio Carbon Footprint

May 3, 2023

Tracking a portfolio’s carbon footprint is a key requirement for setting and tracking net-zero targets. However, this is challenging in practice since changes in carbon footprints may be driven by changes in climate-related variables, portfolio rebalancing or financial variables. In this paper, we propose a framework that attributes changes in portfolio-level emissions to their primary drivers, including changes in the portfolio composition, changes in issuers’ emissions and changes in the ownership and financing structure. The framework allows investors to understand to what extent changes in a portfolio’s carbon footprint are due to companies’ real-world decarbonization efforts, a portfolio manager’s investment decisions or changes in companies’ financing. ©2023 With Intelligence. Republished with permission from the Journal of Portfolio Management, from: Zoltán Nagy, Guido Giese, and Xinxin Wang. 2023. “A Framework for Attributing Changes in Portfolio Carbon Footprint.” Journal of Portfolio Management 49, no. 8 (August 2023).

The drivers of financed emissions — a worked example

This chart illustrates the drivers of financed emissions using a worked example.


Download PDF

Research authors

  • Zoltán Nagy, Executive Director, MSCI Research
  • Guido Giese, Managing Director, MSCI Research
  • Xinxin Wang, Executive Director, MSCI Research

Related content

Understanding MSCI’s Climate Metrics

With no one-size-fits-all solution to help investors identify the most suitable climate metrics, we take an in-depth look at MSCI ESG Research’s climate metrics in terms of what they measure, how they are calculated and their potential use cases. 

Explore more

Implementing Net-Zero: A Guide for Asset Owners

Pension funds, sovereign-wealth funds, insurance companies and other institutional owners of capital are committing to reduce financed emissions across their portfolios. This guide from MSCI ESG Research outlines concrete steps to help asset owners convert climate commitments to action.

Learn more

How to Evaluate Climate Metrics and Avoid the Big Confusion

Climate metrics can often be a daunting field, with misunderstanding and confusion rife. We present a two-step toolkit that can help investors identify the most suitable metrics as they look to gauge progress toward their climate-investing goals.

Read more
msci logo
  • Terms of Use
  • Legal
  • Modern Slavery Statement
  • Privacy notice
  • Index regulation
  • Locations
  • Cookies
  • Use of ISO standards
  • Site map
Subscribe Contact us
© 2025 MSCI Inc. All rights reserved

UtmAnalytics

  • Tweet
  • Facebook
  • LinkedIn
  • Tweet
  • Facebook
  • LinkedIn