ArticleKidney medicine2026
Marginal Improvements in Risk of Bias of Nephrology Randomized Controlled Trials Over Time: A Meta-research Study of Cochrane Reviews of Randomized Controlled Trials.
Article in Kidney medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled 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.
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
1 citing paper in PubMed, 1 synthesis or guideline pooled it.
- Accuracy and safety of robot-assisted pedicle screw placement in the management of cervical spine disorders.Journal of robotic surgery · 2026Pooled it
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Rationale & Objective: The rigor of randomized controlled trials (RCTs) is essential for evaluating treatment efficacy, but their validity depends on methodological rigor. In nephrology, a field historically underrepresented in RCTs, concerns about trial quality are particularly important. This study evaluates time trends in the conduct and reporting of nephrology RCTs to assess improvements in methodological quality. Study Design: This meta-research study analyzed systematic reviews of kidney disease interventions from the Cochrane Database of Systematic Reviews. Setting & Participants: We included all RCTs and quasi-RCTs of from Cochrane reviews with 7 Cochrane risk of bias domains. Predictors: We used the year 2001 as a cut-point to evaluate the impact of increased awareness of trial methodology following the revised the Consolidated Standards of Reporting Trials (CONSORT) statement. Outcomes: The primary outcome was the change in risk of bias domains over time. Analytical Approach: Piecewise linear regression assessed change in bias domains before and after 2001. Results: From 153 Cochrane reviews, 3083 trials were identified. High bias was most common in detection bias (47%) and least in sequence generation (3%). Between 2001 and 2019, there were increases in low bias across selection bias (1.6% per year; Limitations: Findings are based on Cochrane reviews, which may limit generalizability. Bias assessment has evolved, potentially affecting findings over time, and our analyses was unadjusted and did not incorporate potential confounding variables. Conclusions: The conduct of clinical trials in nephrology has improved modestly largely because of better reporting. Ongoing efforts are needed to enhance trial design and ensure RCTs in nephrology are trustworthy and useful to clinical decision makers.
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What Socratic holds
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 Socratic graph.