Evidence map›Paper›PMID 41742315›Full record

SynthesisSystematic reviews2026

Effectiveness and mechanisms of interventions to reduce low-value thyroid function tests: a systematic review.

Carolina Pioch, Meik Hildebrandt, Gregor Goetz, Verena Vogt

Abstract readSystematic Review
In one paragraph

Synthesis in Systematic reviews, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Carolina Pioch *Department of Health Care Management, Technical University of Berlin, Berlin, Germany. c.pioch@tu-berlin.de.ORCID 0009-0005-6495-4828
Meik Hildebrandt *Department of Health Care Management, Technical University of Berlin, Berlin, Germany.
Gregor GoetzHTA Austria - Austrian Institute for Health Technology Assessment GmbH, Vienna, Austria.
Verena VogtInstitute of General Practice and Family Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany.

Funding

Gemeinsame Bundesausschuss 01VSF19038
6 · The paper itself

Abstract

objectiveThyroid function tests are frequently overused. This systematic review aims to summarise the effectiveness of behaviour change interventions to reduce low-value thyroid testing and to identify theoretical foundations and contextual factors associated with their success.

designWe conducted a comprehensive search of Medline, Embase, Scopus, and the Cochrane Library for randomised and non-randomised controlled trials as well as before-and-after studies. We followed PRISMA guidelines, critically appraised study quality, and applied the GRADE approach to assess certainty of evidence. We categorised interventions as soft (education, reminders, feedback, guidelines) or structural (change in funding, clinical decision support systems).

resultsWe included 47 studies (54 interventions) including five randomised trials. Structural interventions, particularly clinical decision support systems, were the most common (n = 28). Most interventions reported a reduction in low-value thyroid testing (n = 52), with 40 of them having effects ≥ 20%. However, the certainty of evidence was very low to moderate. Among 49 interventions assessing volume reduction (test rates, expenditure), only two reported increased test rates. All 24 studies that measured improvement of care (appropriateness, shift in ordering pattern, coefficient of variation among physicians) indicated positive developments. Only four interventions referenced theoretical foundations or contextual factors.

conclusionsStructural interventions, especially clinical decision support systems, were most effective in reducing thyroid testing. While most interventions showed positive effects, the certainty of evidence remains limited, highlighting the need for more high-quality studies to support robust clinical practice changes. Our results may inform targeted interventions to reduce low-value thyroid testing at national, regional, and local levels.

Indexed as

Thyroid Function TestsUnnecessary ProceduresDecision Support Systems, ClinicalHumansClinical decision support systemsDe-implementationLow-value careSystematic reviewThyroid function tests

Identifiers

PMID41742315
PMCPMC13040701

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.