SynthesisPloS one2022
Variation in detected adverse events using trigger tools: A systematic review and meta-analysis.
Synthesis in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 4 of them syntheses 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
19 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Predictive values of trigger tools for identifying adverse events in hospitalized patients using a medical record review: a systematic review.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2025Pooled it
- Triggers for identifying anticoagulation-associated adverse drug events in hospitalized patients: a systematic review and meta-analysis.International journal of clinical pharmacy · 2025Pooled it
- Trigger tools in healthcare settings: insights from an umbrella review.BMJ open quality · 2025Pooled it
- Incidence and characteristics of adverse events in paediatric inpatient care: a systematic review and meta-analysis.BMJ quality & safety · 2023Pooled it
- Incidence and Severity of Nurse-Sensitive Adverse Events in Older Adults After Physical Trauma: A Medical Record Review.Journal of clinical nursing · 2026Article
- Mitigating risk in psychiatric hospital care for older adults by identifying adverse events with Global Trigger Tool for psychiatric patients.The International journal of risk & safety in medicine · 2026Article
- Enhancing nurses' self-efficacy in peer support for second victims through simulation training: a randomised controlled trial.BMC nursing · 2026Article
- Prevalence of Adverse Events in Mexico Using the Institute for Healthcare Improvement-Global Trigger Tool Method: A Retrospective Study.Journal of evaluation in clinical practice · 2026Article
- Comparative effectiveness and integrated safety of goserelin sustained-release microspheres versus implants in prostate cancer: a patient-based real-world study and systematic review with meta-analysis.Frontiers in oncology · 2026Article
- Validating adverse events in administrative healthcare data in ireland: a retrospective chart review study.BMC health services research · 2025Article
- Assessment of the occurrence of adverse events through the global trigger tool in a university hospital in Italy.Scientific reports · 2025Article
- Experiences of the development and use of a Paediatric Oncology Trigger Tool.BMJ open quality · 2025Article
- The problem with the existing reporting standards for adverse event and medical error research.BMJ quality & safety · 2025Article
- Assessing safety culture and second victim experience following adverse events among Romanian nurses: a cross-sectional study.BMC nursing · 2025Article
- Development of a trigger tool to identify adverse events and no-harm incidents in paediatric oncology: a modified Delphi process using expert knowledge and user experiences.Frontiers in health services · 2025Article
- Adverse Drug Reactions in Pregnant People with Hypertension and/or Diabetes: Temporal Profile and Associated Factors.The Canadian journal of hospital pharmacy · 2025Article
- Development of Automated Triggers in Ambulatory Settings in Brazil: Protocol for a Machine Learning-Based Design Thinking Study.JMIR research protocols · 2024Article
- [Update of triggers for detection of adverse drug events in hematologic patients].Cadernos de saude publica · 2023Article
- Standard Elements in Studies of Adverse Events and Medical Error (SESAME): explanation and elaboration.Pediatric quality & safetyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAdverse event (AE) detection is a major patient safety priority. However, despite extensive research on AEs, reported incidence rates vary widely.
objectiveThis study aimed: (1) to synthesize available evidence on AE incidence in acute care inpatient settings using Trigger Tool methodology; and (2) to explore whether study characteristics and study quality explain variations in reported AE incidence.
designSystematic review and meta-analysis.
methodsTo identify relevant studies, we queried PubMed, EMBASE, CINAHL, Cochrane Library and three journals in the patient safety field (last update search 25.05.2022). Eligible publications fulfilled the following criteria: adult inpatient samples; acute care hospital settings; Trigger Tool methodology; focus on specialty of internal medicine, surgery or oncology; published in English, French, German, Italian or Spanish. Systematic reviews and studies addressing adverse drug events or exclusively deceased patients were excluded. Risk of bias was assessed using an adapted version of the Quality Assessment Tool for Diagnostic Accuracy Studies 2. Our main outcome of interest was AEs per 100 admissions. We assessed nine study characteristics plus study quality as potential sources of variation using random regression models. We received no funding and did not register this review.
resultsScreening 6,685 publications yielded 54 eligible studies covering 194,470 admissions. The cumulative AE incidence was 30.0 per 100 admissions (95% CI 23.9-37.5; I2 = 99.7%) and between study heterogeneity was high with a prediction interval of 5.4-164.7. Overall studies' risk of bias and applicability-related concerns were rated as low. Eight out of nine methodological study characteristics did explain some variation of reported AE rates, such as patient age and type of hospital. Also, study quality did explain variation.
conclusionEstimates of AE studies using trigger tool methodology vary while explaining variation is seriously hampered by the low standards of reporting such as the timeframe of AE detection. Specific reporting guidelines for studies using retrospective medical record review methodology are necessary to strengthen the current evidence base and to help explain between study variation.
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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.