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Scaling Social Impact with Artificial Intelligence & Stage-Based Metrics: The Progressive Outcomes Scale Logic Model (POSLM) by Quisha M. Brown

Scaling Social Impact with Artificial Intelligence & Stage-Based Metrics: The Progressive Outcomes Scale Logic Model (POSLM)

by Quisha M. Brown
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Book cover type: Paperback
  • ISBN13: 9798246064849
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 126
  • Original Price: GBP 18.57
  • Language: English
  • Edition: N/A
  • Item Weight: 264 grams
  • BISAC Subject(s): Public Policy / Social Services & Welfare

Stop Counting Services. Start Measuring Human Progress.

What if governments and nonprofits could measure social impact with the same clarity used to track financial returns?

In an era of tightening budgets, heightened accountability, and growing demand for evidence-based policy, traditional evaluation models are no longer enough. For decades, success has been measured by outputs - how many people were served or how many services were delivered - without proving whether those investments created lasting change.

In this groundbreaking second edition, social impact measurement expert Quisha M. Brown introduces the Progressive Outcomes Scale Logic Model (POSLM) - a rigorous, stage-based methodology that establishes a Universal Social Impact Currency, making human progress measurable, comparable, and investable.

By tracking how far individuals move toward stability, capability, and independence, the POSLM transforms social spending into a transparent system of measurable results. Leaders can finally shift the conversation from "What did this program cost?" to "What value did this investment create?"

Blending advanced evaluation strategy with the power of artificial intelligence, Scaling Social Impact with AI & Stage-Based Metrics provides a practical blueprint for modernizing public systems and funding what truly works.

Drawing on cross-sector applications within 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 investments across government and philanthropy.

Inside This Book, You'll Learn How To:
  • Implement a stage-based measurement framework that clearly captures human progress
  • Establish a Universal Social Impact Currency (USIC) to standardize outcomes across programs
  • Calculate true Social Return on Investment (SROI) and link funding directly to results
  • Use artificial intelligence to scale evaluation and modernize your Theory of Change
  • Move beyond outdated output metrics toward indicators that reflect real-life advancement
  • Address systemic inequities using lived-experience data grounded in the Social Determinants of Health
  • Build defensible outcomes pathways that policymakers, funders, and auditors trust

Who This Book Is For

  • Government leaders and policymakers
  • Evaluators and data strategists
  • Philanthropic and foundation executives
  • Nonprofit innovators
  • Social impact investors
  • Public sector consultants
  • Researchers and graduate students

If you are responsible for proving impact, allocating funding, or designing programs that change lives, this book provides the measurement infrastructure for the next era of social investment.

A New Standard for Measuring What Matters

The future of social policy will not be defined by how much we spend - but by how far people move forward.

The POSLM is more than a methodology.
It is the foundation for a smarter, more accountable, and more human-centered approach to funding progress.

If progress isn't measurable, it isn't fundable.

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