Inconsistency was more prevalent than reported: an empirical study of 57 networks with multiple treatments using the node-splitting approach and a novel interpretation index

Inconsistency should be interpreted cautiously in the presence of single-study comparisons and substantial statistical heterogeneity, as a true inconsistency may be concealed. Local inconsistency should be expected and quantified using a method that aligns with the evidence structure of the network.

Authors

Institutions

Publication Details

Journal
Systematic Reviews
Published
2025-11-28
DOI
https://doi.org/10.1186/s13643-025-02984-z
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Inconsistency was more prevalent than reported: an empirical study of 57 networks with multiple treatments using the node-splitting approach and a novel interpretation index

Loukia M. Spineli
Systematic Reviews
Mental Health Research Topics
article

Inconsistency was more prevalent than reported: an empirical study of 57 networks with multiple treatments using the node-splitting approach and a novel interpretation index

Loukia M. Spineli
article en

Abstract

Inconsistency should be interpreted cautiously in the presence of single-study comparisons and substantial statistical heterogeneity, as a true inconsistency may be concealed. Local inconsistency should be expected and quantified using a method that aligns with the evidence structure of the network.

Systematic ReviewsVol. 14(1)
Medizinische Hochschule Hannover (DE)
Openalex Percentile: Top 61%
Mental Health Research Topics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Inconsistency was more prevalent than reported: an empirical study of 57 networks with multiple treatments using the node-splitting approach and a novel interpretation index — Loukia M. Spineli · Systematic Reviews (2025) | TGRS Research Map | TGRS