The Performance of Impact (Part 2): What to Measure Instead
Quick caveat: the replacements below are illustrative. Good indicators must be tailored to your context—co-defined with stakeholders, aligned to your theory of change, feasible to collect, and sensitive to equity and ethics. Treat these as starting points, not a universal menu.
In Part 1, we roasted some of the most misleading metrics—numbers that make for great theater but weak evidence. Here’s how to pivot from performance to proof.
1) Instead of “Beneficiaries Reached” → Coverage, Depth, Equity
“Reached” presumes benefit and encourages inflation. Shift to outcomes with clear denominators.
Better options (context-tune as needed):
Coverage: % of eligible people who accessed the service
Depth/Durability: % sustaining the outcome at 6/12 months
Equity: Gap reduction between priority groups on the outcome
2) Instead of “Number of People Trained” → Learning & Application
Attendance ≠ learning; learning ≠ doing.
Better options:
Knowledge gain: Pre/post scores or validated self-assessments
Application: % applying skill on-the-job within 3–6 months (with examples)
Spread: # of peers coached / practices adopted by teams
3) Instead of “Social Media Impressions” → Meaningful Engagement
Eyeballs don’t equal impact.
Better options:
Pathway actions: Click-throughs to resources, sign-ups, event attendance
Advocacy results: Citations in hearings, policy drafts, earned media
Behavior change: Documented actions taken by target audiences
4) Instead of “Volunteer Hours Logged” → Contribution & Outcomes
Hours measure effort, not effect.
Better options:
Contribution: Hours of tutoring delivered; meals packed; cases closed
Outcome: % of students improving proficiency; client stability at 90 days
Relational health: Volunteer retention/satisfaction (trust is an outcome driver)
How to tailor (fast checklist)
Start with the change: What must be different for whom, by when?
Name the denominator: Eligible population, not “everyone we touched.”
Pick the right window: Is 30, 90, or 180 days the meaningful follow-up?
Center equity: Disaggregate and track gap closure, not just averages.
Test feasibility: Collect only what you’ll use; pilot before you promise.
Bottom line: Metrics should capture change, durability, and fairness, not just activity. When indicators fit the context—and the community—they become evidence, not theater.
Note: The indicators we roasted in Part 1—“beneficiaries reached,” “number trained,” “impressions,” “volunteer hours”—are mostly output indicators. They measure activity, not change. The replacements below lean toward outcome indicators: evidence of learning, behavior, durability, and equity. The shift is intentional—because outputs tell you what you did; outcomes tell you what difference it made.
At Anthralytic, we cut through the noise of buzzwords and vanity metrics. We design strategies and evaluation tools that center people, clarify impact, and make data usable. From grassroots nonprofits to global networks, we help organizations navigate complexity with rigor, creativity, and AI-enabled insight.
