ArticleJournal of elder abuse & neglect
Reliability of the longitudinal experts all data (LEAD) methodology for determining the presence of elder mistreatment.
Article in Journal of elder abuse & neglect. 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.
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
2 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Screening and Interventions for Elder Mistreatment: Geriatric Emergency Department Guidelines 2.0 Systematic Review.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026Pooled it
- Mechanisms and weapons in physical elder abuse injuries: Findings from legally adjudicated cases.Injury · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Developing reliable screening tools to identify elder mistreatment requires an accurate and reproducible reference standard. This study sought to investigate the reliability of the Longitudinal, Experts, All Data (LEAD) methodology as a reference standard in confirming presence of elder mistreatment. We analyzed data from a large, emergency department-based study that used a LEAD panel to determine the reference standard. For this study, a second, blinded LEAD panel reviewed clinical material for 40 patients. For each panel, five content experts voted on whether elder mistreatment was present. We found moderate agreement between the two LEAD panels in determining presence of elder mistreatment: 85% agreement; k = 0.58; 95% Confidence Interval 0.28-0.87. Individual raters for both LEAD panels reported being mostly certain or certain >90% of votes. Efforts to further characterize and improve the reliability of the LEAD methodology in this context are warranted.
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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.