The guidebook "Scaling Social Impact With Artificial Intelligence & Stage-Based Metrics" re-introduces the Progressive Outcomes Scale Logic Model (POSLM)™ as a methodology designed to be tested, adapted, and refined by practitioners, researchers, and students.

Readers are encouraged to apply the framework to real programs and share their findings.

Inside "Scaling Social Impact with Artificial Intelligence & Stage-Based Metrics", you will discover how to:

Stop Counting Services. Start Measuring Lives.

In an era of fiscal scrutiny, rising inequality, and growing skepticism about the effectiveness of social programs, one question is becoming impossible to ignore: Are we funding activity — or funding real change in people’s lives?

For decades, governments and nonprofits have measured success by outputs — how many people were served, how many benefits were issued, how many services were delivered — without proving whether those investments actually moved people toward stability and independence.

In this expanded second edition, social impact measurement expert Quisha M. Brown introduces a transformational solution: the Progressive Outcomes Scale Logic Model (POSLM) — a rigorous, stage-based methodology that establishes the world’s first Universal Social Impact Currency.

Drawing on cross-sector examples from the U.S. Department of Health & Human Services — including Medicaid, Housing, and TANF — Brown demonstrates how a unified, human-centered data standard can break down silos, strengthen accountability, and guide smarter funding decisions in an increasingly resource-constrained world..

Whether you are a government administrator, a social impact consultant, evaluator, or a nonprofit leader, this book is your roadmap to the future of social equity.

The mandate for 2026 is clear: If it isn’t measurable, it isn’t manageable. It’s time to use a logic model that proves your theory of change is working.

About the POSLM Creator Quisha M. Brown

Quisha M. Brown is a social impact measurement consultant, practitioner, and systems thinker who developed the Progressive Outcomes Scale Logic Model™ to help organizations move beyond counting services delivered and begin measuring meaningful human progress. With experience working directly within community programs, Medicaid home-based care systems, and program evaluation initiatives, Quisha brings a rare combination of real-world operational insight and strategic evaluation expertise. Her work focuses on designing practical frameworks that help governments, nonprofits, and foundations connect funding dollars to measurable outcomes. As the creator of POSLM™, she is committed to encouraging experimentation, research, and collaboration so that practitioners, researchers, and students can test and refine new ways of measuring social impact and improving the effectiveness of programs that serve communities.

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Experiment with the POSLM

Read the Book

Share Your Experiment & Receive A Complimentary Review Session

Build Your POSLM

Apply the methodology to a program, policy, or social impact initiative.

Build Your POSLM

Share Your Experiment & Receive A Complimentary Review Session

Build Your POSLM

Use the stage-based framework to design KPIs, evaluation metrics, and outcome stages.

Share Your Experiment & Receive A Complimentary Review Session

Readers are invited to submit their work for feedback. Individuals who read the book are eligible for a complimentary strategy session to review their application of the POSLM™ methodology.

what is the Progressive Outcomes Scale Logic Model?

The POSLM History

The Progressive Outcomes Scale Logic Model (POSLM) methodology, developed by Quisha Brown in 2020, was designed to address disparities—an issue magnified by the COVID-19 pandemic—by embedding an equity focus into program evaluation. Recognizing the limitations of traditional logic models in capturing the long-term social impact of equity-driven initiatives, the POSLM provides a structured approach to assessing progressive improvements in racial and economic disparities. This methodology is particularly well-suited for value-based social and human service programs, which prioritize holistic, person-centered outcomes over purely quantitative metrics or fee-for-service models.

Unlike traditional evaluation frameworks that rely heavily on standardized success measures, the POSLM enables organizations to track meaningful progress through staged outcome measurement. Rather than focusing solely on final outputs, this approach defines short-term, intermediate, and long-term outcomes as “Stage 1,” “Stage 2,” and “Stage 3”, respectively. These stages reflect the real-life progression of individuals and communities in overcoming racial and economic barriers. Organizations assess their impact by tracking the percentage of participants who achieve key performance indicators (KPIs) at each stage, providing a nuanced view of transformation over time. Importantly, these KPIs are not predefined by funders or institutions but are identified through community needs assessments and focus groups, ensuring that evaluation remains responsive to lived experiences and systemic inequities.

To maintain clarity and focus, KPIs are categorized rather than displayed individually within the logic model, preventing unnecessary complexity while still allowing for comprehensive tracking. A detailed appendix provides the full range of KPIs, which might include factors such as literacy levels, financial stability, and employment access—critical indicators of racial equity progress.

By structuring evaluation around progressive improvements rather than rigid, quantitative benchmarks, the POSLM methodology better aligns with value-based service models that seek to create sustainable, systemic change. This approach not only clarifies the causal pathways leading to desired outcomes but also strengthens an organization's ability to articulate an “if, then” theory of change—demonstrating how incremental progress in racial equity leads to long-term social and economic transformation.

Why use the POSLM as opposed to traditional ways of evaluating social impact?

The POSLM is a culturally responsive logic model, uplifting community voice in the development process of your logic model and nonprofit program evaluation design. It is designed for nonprofits and governments looking to measure social impact and frame their work in marginalized communities from a point of justice and equity; thereby moving away from a “by-the-numbers” approach to sharing outcomes; and instead build out a narrative of impact to help demonstrate how people are becoming better off. The ability to do this starts in the way organizations frame and evaluate programs.

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we invite you to test this methodology!

we invite you to test this methodology!

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Inside "Scaling Social Impact with Artificial Intelligence & Stage-Based Metrics", you will discover how to: