# Return on Sustainability Investment (ROSI™)

![Buildings](/sites/default/files/styles/866w/public/assets/images/pexels-philipp-birmes-830891.jpeg?h=4618fe0f&itok=YndhndgU)

CSB Research

##  Return on Sustainability Investment (ROSI™) Methodology

ROSI is used by corporate leaders and investors to bridge the gap between sustainability strategies and financial performance.

---

##
Proving Sustainable Business is Good Business

Embedding sustainability into business strategy is good management and creates financial value through operational efficiency, innovation, sales &amp; marketing and other benefits. Yet most corporate leaders are not tracking their sustainability-related returns.

CSB has developed the Return on Sustainability Investment (ROSI™) methodology to help identify, prioritize, and track sustainability-driven returns. The methodology and associated monetization tools (organized by industry and sustainability strategy) support quantifying the full range of costs and benefits, including intangibles, both in terms of current performance and scenario planning.

## ![](data:image/png;base64,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)

While the tools are primarily for corporate leaders, ROSI can also help investors improve decision-making, valuation, and communications - by assessing where relative value exists in corporate strategies and investments, and better integrating, measuring, and reporting on financial performance driven by sustainability strategies. (See our [private equity page](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/value-drivers-private-equity-building-accountability-framework-positive-stakeholder))

DISCLAIMER: These resources are provided by NYU Stern Center for Sustainable Business for informational and educational purposes only. They are not to be used for commercial purposes except through prior written agreement. While every effort has been made to ensure the accuracy and reliability of the data and calculations contained within these resources, NYU Stern Center for Sustainable Business makes no warranties, express or implied, regarding their completeness, accuracy, or fitness for a particular purpose. Users assume full responsibility for any decisions made based on the outputs of these resources. New York University and its affiliates, faculty, staff, and students shall not be liable for any direct, indirect, incidental, or consequential damages arising from the use of these resources. These resources are provided “as is” and may be subject to updates or modifications without notice. Users must cite NYU Stern CSB when using the resources and references to ROSI™ materials. Users should verify all results independently and consult with appropriate professionals before relying on the data and results provided. By using these resources, you acknowledge and agree to these terms.

Take a quick look at how several sustainability strategies can drive financial value

Show All | Hide All

Decarbonization  Decarbonization drives:

- energy cost savings
- avoidance of energy pricing volatility
- avoidance of carbon fees
- avoidance of regulatory and market risk
- potential increased market share, premiums, and/or consumer loyalty
- more resilient supply chain partners
- lower cost of capital

ROSI in Action: Gundersen Health System collaborated with NYU Stern CSB to calculate energy retrofits at an existing facility created **$1 per sqft in annual benefits**, while net zero building design for a new facility created a potential for **$2 per sqft in annual benefits**.

Circularity  Circularity drives:

- operational efficiency (reduced input and waste disposal costs)
- new product sales, increased market share, premiums, loyalty
- reduced customer acquisition costs (lower entry point)
- reduced supply chain risk through closing the loop
- ability to make sustainability claims
- earned media benefits

ROSI in Action: An automotive company worked with NYU Stern CSB to determine that recovery and recycling of materials from end of life vehicles could create **$100 million in total EBIT savings** annually from reduced virgin materials, process savings, and lower disposal costs.

Sustainable Sourcing  Sustainable sourcing commitments drive:

- increased market share, premiums, loyalty
- reduced reputational, operational, market, regulatory risk
- more resilient, loyal and high quality suppliers
- ability to make sourcing claims
- community support and license to operate benefits
- reduced cost of capital

ROSI in Action: Natra assessed the investment in full traceability for their cocoa products, which led to a shift from a commodity to a specialty item and estimating **€2.4M present value** over 1-4 years.

Employee Engagement  Employee satisfaction, safety, and well-being drives:

- productivity
- retention/lower recruitment costs
- reduced risks fo employee lawsuits
- reduced insurance costs (safety)
- good corporate reputation
- customer satisfaction

ROSI in Action: REI implemented a mission-aligned employee sustainability program, leading to reduced turnover and hiring costs and increased productivity among its highest performers totaling a **net benefit of $24M, approximately 5% of their payroll expenses**.

##  ROSI™ Corporate Sustainability Value Creation Assessment Tool

Take the first step! This tool enables corporations to assess and prioritize where the greatest potential financial value may lie in a given set of sustainability strategies and it provides suggested sustainability and ROSI KPIs for tracking value creation. Instructions for the tool [here](https://www.stern.nyu.edu/sites/default/files/2025-04/ROSI%20Corporate%20Sustainability%20Value%20Creation%20Assessment%20Tool_ACCESSIBLE.pdf).

[**ROSI Corporate Tool**](https://nyustern.az1.qualtrics.com/jfe/form/SV_0BwHtGl8QAYOjzg)

##  PEER (Price/Earnings Effect of Emissions Reduction) Tool

The PEER Tool, co-developed with Valutus, helps companies estimate how much their carbon emissions might strengthen or weaken price/earning multiples. Give it a try here!

[**PEER Tool**](https://valutus.com/the-peer-tool/)

##  ROSI™ Industry Frameworks

We have mapped sustainability strategies, related practices used across the value chain, and related calculation metrics across four key sectors: Healthcare, Food &amp; Agriculture, Apparel, and Energy. Up next: An automotive framework will be added shortly!

[ ![Healthcare](/sites/default/files/styles/480w_x_590h/public/2023-10/Intro%20component%20%289%29.png?h=c21ba89a&itok=45goqxDe)

###  Healthcare Delivery Systems Decarbonization Framework

](https://nyustern.az1.qualtrics.com/jfe/form/SV_bvdrgDINx3nDcvs)Leveraging the Return on Sustainability Investment (ROSI™) methodology developed by NYU Stern CSB, the Healthcare Delivery Systems Decarbonization Framework identifies 8 decarbonization strategies that healthcare delivery systems understand which decarbonization options fit with their budget and decarbonization journey and how to calculate the value associated with each practice and make the internal business case for decarbonization to secure resources.

[Explore the Framework](https://nyustern.az1.qualtrics.com/jfe/form/SV_bvdrgDINx3nDcvs)

[ ![Field of wheat](/sites/default/files/styles/480w_x_590h/public/assets/images/Region%201%20Full%20Component%20Template%20%282%29.png?h=77b85495&itok=nGXtpjWQ)

###  Food &amp; Agriculture Sustainable Strategies Framework

](https://nyustern.az1.qualtrics.com/jfe/form/SV_dalaKEJTRLgrwjA)The Food and Agriculture Sustainable Strategies Framework was designed applying the ROSI methodology in three HSBC-funded projects with Anheuser-Busch, Hero Group, and Ingredion as well as various independently-funded corporate engagements. The framework identifies 12 strategies across the value chain, as well as practices and monetization models to address critical environmental and social challenges, build more resilient organizations, and drive financial value.

[Explore the Framework](https://nyustern.az1.qualtrics.com/jfe/form/SV_dalaKEJTRLgrwjA)

[ ![](/sites/default/files/styles/480w_x_590h/public/assets/images/Apparel%20webpage%20header.png?h=77b85495&itok=xlW2fkJA)

###  Apparel Industry Sustainable Strategies Framework

](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/apparel-industry-sustainable-strategies-framework)With support from HSBC Bank USA, NYU Stern Center for Sustainable Business partnered with a set of apparel companies on the ROSI methodology to estimate the value of tangible and intangible benefits that apparel companies can accrue by making strategic investments in more sustainable business practices. We engaged companies including EILEEN FISHER, Reformation, and REI in the project, and conducted both primary and secondary research leveraging industry experts, company contacts, and academic literature to inform our framework.

[Explore the Framework](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/apparel-industry-sustainable-strategies-framework)

##  Resources for Understanding and Implementing ROSI

CSB offers extensive resources on ROSI for current and future business leaders to better understand how sustainability drives financial performance, including:

- An in-depth **step-by-step overview** of the ROSI process
- **Original research** publications in top tier academic and corporate journals
- **Case studies** on implementing ROSI in industries such as automotive, utilities, and agriculture
- **Excel tools** for testing ROSI focused on risk, talent, and operational efficiency

[Explore the resources](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/rosi-resources-and-tools)

##  Collaborate with CSB on a ROSI Research Project

CSB partners with companies to deploy ROSI and unlock financial value within organizations. During the ROSI collaboration process, we will:

- **Conduct research and interviews** to determine benefits and construct monetization frameworks
- **Analyze** company data and perform monetization analyses and investigations
- Deliver **key project findings** that can be leveraged in core business strategy moving forward
- **Educate and train** senior leadership on applying ROSI internally throughout the firm

[To learn more, Email the CSB Team](mailto:rosi@stern.nyu.edu)

##  Reports and Papers

[ ![HBR photo](/sites/default/files/styles/866w_x_540h/public/assets/images/R2101G_LENTHALL.jpg.webp?itok=lvSaUszC)

](https://hbr.org/2021/01/how-to-talk-to-your-cfo-about-sustainability) [##  How to Talk to Your CFO About Sustainability

](https://hbr.org/2021/01/how-to-talk-to-your-cfo-about-sustainability)Most companies have committed to sustainability efforts—and yet many CFOs still see those efforts as a cost rather than a source of value. That makes it hard to unlock the internal financing needed to scale them up. This article demonstrates how the Return on Sustainability Investment (ROSI) methodology can help CFOs measure the financial returns on their sustainability activities.

[Read the Article](https://hbr.org/2021/01/how-to-talk-to-your-cfo-about-sustainability)

[ ![Deloitte food and ag cover with cow](/sites/default/files/styles/866w_x_540h/public/2025-02/untitled_design_25.png.webp?itok=1wYguTRp)

](https://www2.deloitte.com/us/en/pages/consulting/articles/rosi-return-on-sustainability-investment.html) [##  Unleashing Sustainable Value in Food &amp; Agriculture

](https://www2.deloitte.com/us/en/pages/consulting/articles/rosi-return-on-sustainability-investment.html)A research collaboration between CSB and Deloitte, “Unleashing Sustainable Value in Food and Agriculture” provides deep dives into five segments of the value chain: processors, manufacturers, food services, restaurants, and retailers, with research and survey data on sustainability strategies that generate financial benefits in the food and agriculture industry.

[Read the report](https://www2.deloitte.com/us/en/pages/consulting/articles/rosi-return-on-sustainability-investment.html)

[ ![CAPCO journal cover](/sites/default/files/styles/866w_x_540h/public/2025-02/untitled_design_33.png.webp?itok=KBJsKnaM)

](https://www.capco.com/Capco-Institute/Journal-56-ESG) [##  Finding the Return on Sustainability Investment

](https://www.capco.com/Capco-Institute/Journal-56-ESG)Published in the Journal of Financial Transformation, managing for the material environmental and social issues affecting business today requires new strategies, practices, and tools. Our research explores how to best understand and track the financial return on sustainability investments, to assist companies with their decision making, and improve their bottom-line as well as societal impact.

[Read the Article](https://www.capco.com/Capco-Institute/Journal-56-ESG)

##  Building the Financial Case for ROSI™

At the 2024 Practice Forum, Founding Director Tensie Whelan presents the latest cases studies of companies using ROSI™ to identify, track, and monetize sustainability returns driven by innovation, operational efficiency, employee engagement, brand enhancement, and risk mitigation.

[Watch the presentation](https://youtu.be/BK0MpA_Bet8?feature=shared&t=834)

---

##  PARTNERING WITH BUSINESS LEADERS TO DRIVE CHANGE

CSB has collaborated with over 30 corporate and research partners to date on building and implementing ROSI. To learn more about bringing ROSI to your organization, reach out to sustainablebusiness@stern.nyu.edu.

![AbinBev](/sites/default/files/styles/300w/public/assets/images/abinbev.png?itok=UGJrzvJP)

![ALO Advisors](/sites/default/files/styles/300w/public/assets/images/aloadvisors.png?itok=NAlDk8sD)

![applegate](/sites/default/files/styles/300w/public/assets/images/applegate_0.png?itok=Zv4B6UJj)

![Arcor](/sites/default/files/styles/300w/public/assets/images/Arcor%20logo%202.png?itok=M7mFYiOo)

![Aston Martin](/sites/default/files/styles/300w/public/assets/images/Aston%20Martin%20logo%202.png?itok=Mokm35yE)

![Capital Power](/sites/default/files/styles/300w/public/assets/images/Capital%20Power%20logo%202.png?itok=kUCClB3F)

![Cargill Event](/sites/default/files/styles/300w/public/assets/images/Cargill%20logo%202_0.png?itok=BixcLXJH)

![Carrefour](/sites/default/files/styles/300w/public/assets/images/Carrefour%20logo%202.png?itok=4-ICC_oQ)

![EILEEN FISHER](/sites/default/files/styles/300w/public/assets/images/EILEEN-FISHER.jpeg?itok=lBR1RcHm)

![Glenmede](/sites/default/files/styles/300w/public/assets/images/Glenmede%20logo%202_0.png?itok=-ayBkLaH)

![GM](/sites/default/files/styles/300w/public/assets/images/GM%20logo%202.png?itok=3G0iMrly)

![HSBC](/sites/default/files/styles/300w/public/assets/images/HSBC%20logo%202.png?itok=UglvCDFT)

![Hero](/sites/default/files/styles/300w/public/assets/images/hero.png?itok=fRXtUvVH)

![Ingredion](/sites/default/files/styles/300w/public/assets/images/ingredion_0.png?itok=PID0KHjU)

![Investindustrial](/sites/default/files/styles/300w/public/assets/images/Investindustrial%20logo%202_0.png?itok=IXpL7jr2)

![Mars](/sites/default/files/styles/300w/public/assets/images/Mars%20logo%202_0.png?itok=FpJB1lar)

![McCormick](/sites/default/files/styles/300w/public/assets/images/McCormick.png?itok=ymzpSW7Q)

![McDonald's](/sites/default/files/styles/300w/public/assets/images/McDonalds%20logo%202_0.png?itok=hv7ZpSFJ)

![Merck](/sites/default/files/styles/300w/public/assets/images/Merck%20logo%202.png?itok=DPeV55_L)

![Pfizer](/sites/default/files/styles/300w/public/assets/images/Pfizer%20logo%202.png?itok=QyW0ex6c)

![Reformation](/sites/default/files/styles/300w/public/assets/images/Reformation%20logo%202_1.png?itok=bT6BnFxa)

![REI](/sites/default/files/styles/300w/public/assets/images/REI%20logo%202_0.png?itok=f-CPwsHS)

![Rich's Food](/sites/default/files/styles/300w/public/assets/images/Richs%20Food%20logo%202_0.png?itok=-FQRikDG)

![VW](/sites/default/files/styles/300w/public/assets/images/VW%20logo%202_0.png?itok=Ru_ouKbX)

![Domtar Logo](/sites/default/files/styles/480w_x_361h/public/2026-07/untitled_design.png?h=4ecf8430&itok=WJ4W2PNq)

NYU Stern and the NYU Stern Center for Sustainable Business are grateful to Domtar for their generous gift to create the **Domtar Sustainable Value Creation Research Lab** and fund CSB's signature Return on Sustainability Investment research through 2028.

![Futuristic squares with blue spotlights](/sites/default/files/styles/480w_x_361h/public/assets/images/ROSI%20Repository_0.png?h=77b85495&itok=JElTtu9Q)

##  ROSI™ Research Database

CSB aims to provide practitioners and academics with research, insights, and thought leadership on the relationship between sustainability/ESG and financial performance.

In the course of our research, we have examined more than 1,000 articles on the direct relationship between sustainability (or ESG) and financial performance.

[Explore the database](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/rosi-resources-and-tools/rosi-research-database)

##  Questions?

###  Contact Us

[ sustainablebusiness@stern.nyu.edu ](<mailto:sustainablebusiness@stern.nyu.edu >)

[ 212-998-0567 ](tel:212-998-0567)
