# ROSI™ Energy Decarbonization Framework

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Return on Sustainability Investment™

##  ROSI™ Energy Decarbonization Framework

[View the Framework](https://nyustern.az1.qualtrics.com/jfe/form/SV_1S8rO3wZe2WOZAq)

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##  ROSI™ empowers energy companies across the value chain to decarbonize and create long term value

Energy has been the foundation of global economic growth and development. The global energy sector is rapidly evolving, with growth in global energy demand surging in 2024 to 2.2%, faster than the annual average rate of 1.3% seen between 2013 and 2023. While energy underpins economic activity, the energy sector accounted for 76% of global GHG emissions, hence decarbonization of the energy sector becomes increasingly urgent.

NYU Stern CSB, in collaboration with PwC, applied the Return on Sustainability Investment (ROSI™) framework to the energy sector to develop a framework of critical decarbonization strategies and practices that can drive financial value creation and/or value preservation.

The [Energy Decarbonization Framework](https://nyustern.az1.qualtrics.com/jfe/form/SV_1S8rO3wZe2WOZAq) catalogues practices that are used across the sector in the oil and gas, wind, solar, geothermal, hydroelectric, nuclear, hydrogen and bioenergy industries. It suggests quantitative methodologies that can be used to build the internal business case for decarbonization for companies within the sector. The application of the framework explored benefits in the value driver categories of risk management, operational efficiency, talent management, sales and marketing, customer loyalty, stakeholder engagement, media coverage, supplier relations and innovation. The good news is that there are numerous actions that companies in the sector can take. Points of caution are that the regulatory environment has a significant impact on the sector, perhaps more than has been seen in other frameworks, but companies should still stay the course.

Through research, CSB identified that the decarbonization practices could be grouped under four categories explained below:
![](data:image/png;base64,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)

Click below to explore each of the fuel types, including specific practices and monetization tools that can help calculate the financial benefits of sustainability investments.

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.

---

**Thank You to our Collaborators and Research Team**

The framework was designed with practical knowledge from and interviews with a variety of industry companies, NGOs and independent consultants.

CSB contributors to the project include Tensie Whelan, Chisara Ehiemere, Divya Chandra, and Beverly Teng.

CSB expresses its gratitude to Donovan Gordon (Principal Consultant, DHG Consulting, LLC and Former Director of Clean Heating &amp; Cooling, NYSERDA) for his valuable contributions to this project.

##  Additional ROSI™ Research

[ ![Notebook](/sites/default/files/styles/500w_x_625h/public/2026-03/pexels-breakingpic-3059.jpg?h=5f62bdfc&itok=9uUAdfyg)

](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™ 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)CSB offers in-depth resources on ROSI™, including a step-by-step overview, research publications, industry case studies, and Excel tools for download.

[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)

[ ![Nurse](/sites/default/files/styles/500w_x_625h/public/2026-03/pexels-karola-g-5206922.jpg?h=2992ba0a&itok=n_6JhKzJ)

](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/healthcare-delivery-systems-decarbonization-framework) [##  Healthcare Decarbonization Framework

](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/healthcare-delivery-systems-decarbonization-framework)The Healthcare Delivery Systems Decarbonization Framework identifies 8 decarbonization strategies that healthcare delivery systems can use to make the internal business case for implementing decarbonization practices, develop more resilient organizations and drive financial value.

[View the framework](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/healthcare-delivery-systems-decarbonization-framework)

[ ![Farmers](/sites/default/files/styles/500w_x_625h/public/2026-03/pexels-quang-nguyen-vinh-222549-2131784.jpg?h=629e887c&itok=Hrj5_AFv)

](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/food-and-agriculture-sustainability-strategies) [##  Food &amp; Agriculture Sustainability Strategies Framework

](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/food-and-agriculture-sustainability-strategies)CSB applied the ROSI™ methodology to the food and agriculture value chain, identifying 12 strategies and creating case studies to demonstrate the practices in action.

[View the framework](https://www.stern.nyu.edu/experience-stern/about/departments-centers-initiatives/centers-of-research/center-sustainable-business/research/return-sustainability-investment-rosi/food-and-agriculture-sustainability-strategies)

[Read the White Paper](https://www.stern.nyu.edu/sites/default/files/2026-07/ROSI%20Energy%20White%20Paper_With%20Cover.pdf)

[Read the Findings Report](https://www.stern.nyu.edu/sites/default/files/2026-03/FINAL_ROSI%20Energy%20Findings_03.16.26.pdf)

[View the Framework](https://nyustern.az1.qualtrics.com/jfe/form/SV_1S8rO3wZe2WOZAq)

##  Contact us with questions, feedback, or project inquiries

###  Contact us.

[ ROSI@stern.nyu.edu ](mailto:ROSI@stern.nyu.edu)

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