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Agentic AI Atlas · Impact Measurement Review
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Impact Measurement Review overview

Reviews program impact measurement and outcomes -- defining theory-of-change logic models with measurable indicators, collecting beneficiary outcome data through surveys and administrative records, applying quasi-experimental methods to estimate counterfactual outcomes, validating data collection instruments for reliability and cultural appropriateness, and synthesizing findings against SDG (Sustainable Development Goals) alignment frameworks. Produces impact evaluation reports, outcome dashboards, and evidence briefs for donors and board governance. Excludes program delivery decisions.

WorkflowOutgoing · 11Incoming · 0

Attributes

displayName
Impact Measurement Review
workflowKind
governance
triggerType
scheduled
typicalCadence
quarterly
complexity
cross-team
description
Reviews program impact measurement and outcomes -- defining theory-of-change logic models with measurable indicators, collecting beneficiary outcome data through surveys and administrative records, applying quasi-experimental methods to estimate counterfactual outcomes, validating data collection instruments for reliability and cultural appropriateness, and synthesizing findings against SDG (Sustainable Development Goals) alignment frameworks. Produces impact evaluation reports, outcome dashboards, and evidence briefs for donors and board governance. Excludes program delivery decisions.

Outgoing edges

applies_to_domain2
  • domain:nonprofit·DomainNonprofit
  • domain:business-intelligence·DomainBusiness Intelligence
involves_role3
  • role:data-scientist·RoleData Scientist
  • role:planner·RolePlanner
  • role:technical-writer·RoleTechnical Writer
performed_by_org_unit2
  • org-unit:analytics-team·OrgUnitAnalytics Team
  • org-unit:partnerships-team·OrgUnitPartnerships Team
requires_skill_area2
  • skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
  • skill-area:eval-driven-development·SkillAreaEval-Driven LLM Development
triggers_responsibility2
  • responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
  • responsibility:write-user-docs·ResponsibilityWrite end-user documentation

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