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.

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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
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article

Summation, Saliency, and Saturation (3S): a continuum for a practical approach to assessing sample adequacy and analytic completeness in qualitative implementation research

Valerie Chepp, Marie Skoczylas, Caroline P. Gray
Implementation Science Communications
Health Policy Implementation Science
article

Summation, Saliency, and Saturation (3S): a continuum for a practical approach to assessing sample adequacy and analytic completeness in qualitative implementation research

Valerie Chepp, Marie Skoczylas, Caroline P. Gray
article en

Abstract

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.

Implementation Science CommunicationsVol. 7(1)
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)
Openalex Percentile: Top 43%
Health Policy Implementation Science
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