Integration and Implementation Insights

Managing risk and equity in collaborative research

By Alisa Zomer and Selmah Goldberg

1. Alisa Zomer (biography)
2. Selmah Goldberg (biography)

How do the perceived costs, benefits and risks that researchers envision compare to reality when a project is implemented? How can we best support equitable exchange and decision-making for all actors involved in research study design and implementation? 

We have developed a risk and equity matrix to stimulate systematic consideration of potential impacts for stakeholders, researchers and others involved in a research process, to ensure that risks and benefits of research collaborations are distributed in a more equitable manner.

The risk and equity matrix is meant to:

For each party involved in the research, this involves completing a matrix, such as the one shown below, that considers:

Risk and equity matrix template (MIT Governance Lab, 2020b). [Moderator update—In June 2025, this template was updated to fix two errors in the original image that was posted in 2022: (1) swapping the +/- scale from the ‘Mitigation’ cell to the ‘Risks’ cell; and, (2) the two text boxes were swapped over between the ‘Mitigation’ cell and the ‘Risks’ cell.]

Such matrices should be filled out for everyone involved in the research, including:

Process issues

As far as stakeholder engagement is concerned, filling out the matrix is ideally a joint exercise between the academic leads and each stakeholder group. Conversation prompts include:

There should also be follow-up to double-check that stakeholders are still comfortable with risks they have accepted, along with the process and decision-making that led to that acceptance.

The matrix can be useful at three different stages of the research:

  1. Planning phase of the collaboration, before major decisions on the research or intervention design, and budget, are set in stone
  2. A mid-point check-in to revisit the matrix and see if anything needs to be reconsidered or updated
  3. End of the project when it is important to document critical lessons: What went according to plan? What changed or was unexpected? What takeaways can be noted to improve outcomes for next time?

The following questions can help assess how well the relevant issues have been reviewed. The parties involved ask themselves if they have been:

Concluding questions

Would you find such a matrix useful in your research? What tools or processes do you use to ensure risks and benefits of research are more equitably distributed? Are there other factors or processes that should be taken into consideration based on your experience? We’d love to hear your thoughts and comments on the matrix.

To find out more:
MIT Governance Lab (MIT GOV/LAB) (Alisa Zomer and Selmah Goldberg). (2020a). Risk and Equity Matrix. Version 1, Engaged Scholarship Tools. Massachusetts Institute of Technology Governance Lab: Boston, United States of America.
MIT Governance Lab (MIT GOV/LAB) (Alisa Zomer, Varja Lipovsek and Selmah Goldberg). (2020b). Workbook. Version 1, Engaged Scholarship Tools. Massachusetts Institute of Technology: Boston, United States of America.
This guide and workbook for using the matrix are available at: https://mitgovlab.org/results/risk-and-equity-matrix/
Much of the text in the blog post is taken verbatim from the guide and workbook.

Biography: Alisa Zomer is the Assistant Director at the Massachusetts Institute of Technology (MIT) Governance Lab focusing on developing new strategic partnerships and translating evidence into practice on issues related to citizen engagement and government responsiveness. MIT Governance Lab is in Cambridge, Massachusetts, USA.

Biography: Selmah Goldberg is the Assistant Director of the Special Program for Urban and Regional Studies (SPURS) / Humphrey Fellows Program in the Massachusetts Institute of Technology’s (MIT) Department of Urban Studies and Planning in Cambridge, Massachusetts, USA.

Exit mobile version