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Research & Practice · White Paper

From Measurement to Impact

Why small business programs need Impact Systems — a research-oriented synthesis of what six independent evidence bases agree on: the field is data-rich, evidence-constrained, and the fix is architectural.

Written primarily for funders and public investors in small-business support. Program operators, economic-development leaders, and technology partners are secondary readers.

Core Proposition

Small business programs do not need better counting. They need Impact Systems: operating infrastructure that links the entrepreneur, the intervention, the outcome, and the evidence — so programs can improve impact and prove it.

What's Inside
  • 1
    The proof-of-value problem. Why distributed entrepreneurship work loses budget arguments to concentrated business-attraction projects.
  • 2
    Four evidence functions, one common confusion. Separating performance measurement, outcome monitoring, impact evaluation, and impact management.
  • 3
    The evidence gap, by the numbers. GAO, OEDC, IEDC, NIST MEP, and philanthropy research arriving at the same conclusion from different directions.
  • 4
    The impact system architecture. A 10-principle framework and an 8-stage operating loop where measurement is stage five, not the whole system.
  • 5
    Implications for funders, operators, and vendors. What each audience should ask, fund, or build differently—and where Catalyzer itself falls short of the standard.