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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Describing Without Deciding: The Limits of Barriers-and-Facilitators Framing in Implementation Research

Authors: Scaccia, Jonathan;

Describing Without Deciding: The Limits of Barriers-and-Facilitators Framing in Implementation Research

Abstract

This manuscript analyzes approximately 1.5 million PubMed abstracts to examine whether barriers-and-facilitators research provides decision-useful evidence for policymakers and implementation leaders. It introduces a framework for evaluating implementation evidence based on prioritization, mechanism, institutional leverage, and actionable recommendations. The manuscript is accompanied by an open-source analysis pipeline and a public essay series exploring these ideas in greater depth.

Keywords

Evidence-Based Practice, Health Policy, Decision Making, Public Health, Diffusion of Innovation, Implementation Science

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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