Summation, Saliency, and Saturation (3S): a continuum for a practical approach to assessing sample adequacy and analytic completeness in qualitative implementation research
In implementation research, saturation as an analytic benchmark is seldom explained and difficult to attain. We propose a practical approach for reconceptualizing saturation as part of a larger continuum for assessing sample adequacy and analytic completeness. We aim to help implementation researchers navigate decisions about qualitative sample adequacy and analytic completeness in pragmatic and transparent ways.
Authors
- Valerie Chepp (ORCID: https://orcid.org/0000-0001-7199-1567)
- Marie Skoczylas (ORCID: https://orcid.org/0000-0003-3436-1974)
- Caroline P. Gray (ORCID: https://orcid.org/0000-0002-8987-6142)
Institutions
- University of Pittsburgh (US)
- VA Palo Alto Health Care System (US)
- Cleveland Clinic Lerner College of Medicine (US)
- Quantitative BioSciences (US)
- Highmark Blue Cross Blue Shield (US)
Publication Details
- Journal
- Implementation Science Communications
- Published
- 2025-12-12
- DOI
- https://doi.org/10.1186/s43058-025-00833-7
- Primary Topic
- Health Policy Implementation Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00