Evidence map›Paper›PMID 41802258›Full record

ArticleAnnals of internal medicine2026

Determining the Conclusiveness of Systematic Review Evidence : A Scoping Review of Methodological Approaches.

Jong-Wook Ban, Troels Madsen, Karen A Robinson, Hans Lund

Abstract readScoping Review
In one paragraph

Article in Annals of internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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.

Jong-Wook BanSection of Hospital Medicine, Department of Medicine, Biological Sciences Division, University of Chicago, Chicago, Illinois (J.-W.B.).ORCID 0000-0002-6433-1250
Troels MadsenSection for Evidence-based Practice, Western Norway University of Applied Sciences, Bergen, Norway (T.M., H.L.).
Karen A RobinsonDivision of General Internal Medicine, Department of Medicine, Johns Hopkins University, Baltimore, Maryland (K.A.R.).ORCID 0000-0003-1021-7820
Hans LundSection for Evidence-based Practice, Western Norway University of Applied Sciences, Bergen, Norway (T.M., H.L.).

Funding

Institutional Career Development Core (Chapter 1)KL2TR002387 · NCATS · UNIVERSITY OF CHICAGO · PI ERIC C BEYER, Lisa L Barnes · 2017 to 2026
$7.6M
NCATS NIH HHS KL2 TR002387
6 · The paper itself

Abstract

backgroundSystematic reviews can inform research, funding, and guideline decisions. However, it can be challenging to know whether a systematic review has answered a research question conclusively, and it is unclear which methods exist for such assessments. PURPOSE: To map methods related to determining the conclusiveness of systematic reviews. DATA SOURCES: Medline (Ovid), Embase (Ovid), and Web of Science until 26 September 2025. STUDY SELECTION: Any documents describing methods for determining the conclusiveness of systematic reviews. DATA EXTRACTION: Two reviewers independently extracted data from the primary references of the included methods. Forward citation searches of the primary references were then conducted to identify examples of application of the methods. DATA SYNTHESIS: Sixty-two methods related to assessing the conclusiveness of systematic review results were identified; 45 of these had at least 1 example of their application. The 62 methods were categorized into 3 approaches comprising 23 groups. Mathematical approaches for meta-analyses included 29 methods categorized into 9 groups, such as the fail-safe number, Barrowman's LIMITATIONS: There was no assessment of which methods perform better. Not all methods strictly aimed to determine conclusiveness.

conclusionThis review identified various methods related to assessing the conclusiveness of systematic reviews to enhance their ability to guide research, funding, and clinical decisions. PRIMARY FUNDING SOURCE: Western Norway University of Applied Sciences. (Protocol registered in the Open Science Framework [https://osf.io/dthps]).

Indexed as

Research DesignSystematic Reviews as TopicHumansMeta-Analysis as Topic

Identifiers

PMID41802258
PMCPMC13137225

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.