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A shared terminology for implementation research impact: Global Impact Analytics Framework (GIAF) Glossary.

Sue Lukersmith1, Luis Salvador-Carulla2, Mencia Ruiz Gutiérrez Colosia3

  • 1Faculty of Health, Health Research Institute, University of Canberra, Canberra, Australia. sue.lukersmith@canberra.edu.au.

Implementation Science Communications
|March 27, 2026
PubMed
Summary

This study developed the Global Impact Analytics Framework (GIAF) Glossary to address terminological variability in implementation research. The GIAF Glossary provides clear, consensus-based definitions for consistent impact analysis and research communication.

Keywords:
Global Impact Analytics FrameworkGlossaryImpact analysisImplementation researchOntoterminologyTaxonomyTerminologyVocabulary

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Area of Science:

  • Implementation Science
  • Health Services Research
  • Impact Analytics

Background:

  • Implementation research faces challenges due to inconsistent terminology across theories, models, and frameworks.
  • Lack of a common vocabulary hinders comparative impact analysis, especially in the process/throughput phase.
  • The Global Impact Analytics Framework (GIAF) Toolkit aims to standardize terminology.

Purpose of the Study:

  • To develop the GIAF Glossary for disambiguating implementation research terms relevant to impact analysis.
  • To document the creation and adoption of agreed-upon definitions within the GIAF Taxonomy and Checklists.

Main Methods:

  • Employed an ontoterminology approach and Technology Readiness Level adapted for implementation sciences.
  • Conducted a scoping review, developed an inventory of terms, and assessed definitions for clarity.
  • Utilized an iterative process involving expert panel consensus and 10 years of real-world usability testing across 35 project evaluations.

Main Results:

  • The final GIAF Glossary contains 189 terms, with 72% of definitions developed specifically for this study.
  • 12% of definitions were adopted verbatim, and 16% were adapted from existing published sources.
  • The GIAF Glossary is available in Supplement 3.

Conclusions:

  • Existing definitions for implementation research terms are often ambiguous or vague, impacting evaluation and impact analysis.
  • The study successfully combined ontoterminology and Technology Readiness Level-IS methodologies.
  • The GIAF Glossary, part of the GIAF Toolkit, offers clear, consensus-based definitions to enhance communication and understanding in implementation research and impact analysis globally.