Transparency & Trust
- Does greater visibility into program activity and resource allocation influence stakeholder trust?
- How does accessible reporting affect perceptions of organizational accountability?
Research • Evaluation • Collaboration
Inclusion Forward is exploring research collaborations examining how transparency, participation, stewardship, and accessible outcome reporting affect organizations and the communities they serve.
We welcome researchers, universities, graduate students, evaluators, nonprofits, foundations, public agencies, and interdisciplinary teams interested in studying these questions independently.
Independent inquiry encouraged. Positive findings are never a condition of collaboration.

Organizations generate enormous amounts of information about programs, participation, funding, volunteer activity, and community engagement.
Much of that information remains fragmented across spreadsheets, forms, reports, and disconnected systems.
Inclusion Forward creates an opportunity to explore what happens when participation, stewardship, and outcomes become more visible and structured.
The questions surrounding that opportunity extend well beyond the application itself.
That is where research becomes valuable.

Explainer video coming soon
The platform provides the infrastructure. Research determines what we can responsibly learn from it.
Health-related research would require appropriate research governance, privacy safeguards, consent, and institutional oversight.
Researchers design and conduct independent research involving relevant aspects of Inclusion Forward.
Potential research environment for master's and doctoral work.
Student teams investigate a defined research, evaluation, data, policy, or technology question.
Test a research question with a limited number of participating organizations before pursuing a larger study.
Explore whether Inclusion Forward can support measurement of a specific community initiative.
Investigate relationships between participation and outcomes over longer periods where appropriate data and governance exist.
Collaborate with organizations and communities in defining the questions that matter to them.
Explore joint or complementary proposals involving universities, foundations, government programs, or other funders.
Develop better indicators, measurement frameworks, reporting methodologies, or responsible data models.
Study transparency technology, human-computer interaction, responsible AI/data use, accessibility, or civic/nonprofit technology.
Depending upon the project, participating organizations, permissions, privacy requirements, and research approvals, collaboration may potentially involve:
Research access is determined project by project. Privacy, participant rights, organizational permissions, data governance, and applicable institutional requirements come first.
Good research can confirm an assumption, challenge it, or uncover something we never considered.
Inclusion Forward welcomes independent findings. Our objective is not to commission favorable conclusions about the platform.
We are interested in understanding what works, what does not, what should be measured differently, and what researchers and communities can learn from the underlying model.
Inclusion Forward is still early enough that research collaboration can influence how future measurement capabilities are designed.
Researchers may have opportunities to help explore:
Instead of retrofitting research onto years of existing data, there is an opportunity to think about measurement from the beginning.
We welcome conversations with:
Some of the most valuable collaborations may not fit any category on this page.
If Inclusion Forward intersects with a research question, community challenge, evaluation model, academic project, funded initiative, or data problem you're already exploring, we would like to hear about it.
Tell Us What You're ExploringWhether you're considering a dissertation, pilot study, program evaluation, capstone, grant proposal, community research project, or something we haven't imagined yet, we're open to the conversation.
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