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- In data analysis, fidelity plays a pivotal role in ensuring that the conclusions drawn from data are valid and actionable. High-fidelity data allows analysts to make informed decisions based on accurate representations of trends, patterns, and relationships within the data.
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Why is fidelity important in data analysis?
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Aug 16, 2017 · Fidelity data can then be incorporated into analyses to better understand the role of adherence in treatment outcomes. Given the importance of fidelity in documenting the effectiveness of an intervention, developing a reliable and valid measure of fidelity should receive the same level of attention as other aspects of the study.
- Megan Feely, Kristen D. Seay, Paul Lanier, Wendy Auslander, Patricia L. Kohl
- 2018
In data analysis, fidelity plays a pivotal role in ensuring that the conclusions drawn from data are valid and actionable. High-fidelity data allows analysts to make informed decisions based on accurate representations of trends, patterns, and relationships within the data.
Apr 1, 2018 · An accurate assessment of fidelity, combined with a high degree of fidelity to the intervention, is critical to the reliability, validity, replicability, and scale-up of the results of an...
May 29, 2021 · Through a comprehensive, theory-based examination of fidelity in a complex, behavioural intervention (the INFORM trial), this study identifies six practical, methodological, and conceptual challenges with fidelity assessment and suggests six guidelines for improving the quality of fidelity studies.
- Liane R Ginsburg, Matthias Hoben, Adam Easterbrook, Ruth A Anderson, Carole A Estabrooks, Peter G No...
- 2021
Various methods are available for measuring fidelity in research, including self-report measures, observation and coding, document review, and audio or video recording. Self-report measures involve participants providing feedback on their adherence to an intervention.
Yet few published studies using fidelity criteria provide details on the construction of a valid fidelity index. The purpose of this review article is to outline steps in the development, measurement, and validation of fidelity criteria, providing examples from health and education literatures.
Nov 30, 2007 · Andrew Booth, Jo Rick & Shashi Balain. Implementation Science 2, Article number: 40 (2007) Cite this article. 221k Accesses. 1404 Citations. 55 Altmetric. Metrics. Abstract. Background. Implementation fidelity refers to the degree to which an intervention or programme is delivered as intended.
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