ArticleAnnals of epidemiology2026
Advancing systems thinking in implementation science: An epidemiologic perspective.
Article in Annals of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
The population-level impact of public health interventions depends on their implementation in real-world settings. This is the purview of implementation science. As the field of implementation science advances, there is growing recognition that complex health challenges demand solutions that account for the dynamic systems in which interventions unfold. Epidemiologists, trained to define causal relationships and quantify population-level effects, are uniquely positioned to contribute to this effort. Yet, realizing that potential requires moving beyond traditional epidemiologic methods, which can be reductionist in nature, and embracing tools from systems thinking. This paper illustrates how integrating epidemiologic methods with principles of systems thinking can strengthen implementation science and inform implementation strategies for evidence-based interventions in complex real-world settings.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.