SynthesisPloS one2018
Incidence, causes, and consequences of preventable adverse drug reactions occurring in inpatients: A systematic review of systematic reviews.
Synthesis in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 9 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
53 citing papers in PubMed, 9 syntheses or guidelines pooled it, 99 citations in OpenAlex.
- Prevalence of medication-related problems and its predictors among cancer patients in Ethiopia: A systematic review and meta-analysis.PloS one · 2026Pooled it
- Medication errors in community pharmacies: a systematic review of the international literature.PloS one · 2025Pooled it
- Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Hospitalizations and deaths related to adverse drug events worldwide: Systematic review of studies with national coverage.European journal of clinical pharmacology · 2022Pooled it
- Drug-related deaths among inpatients: a meta-analysis.European journal of clinical pharmacology · 2022Pooled it
- Serious adverse drug reactions in sub-Saharan Africa in the era of antiretroviral treatment: A systematic review.Pharmacology research & perspectives · 2021Pooled it
- Prevalence of adverse drug reactions in the primary care setting: A systematic review and meta-analysis.PloS one · 2021Pooled it
- Preventable medication harm across health care settings: a systematic review and meta-analysis.BMC medicine · 2020Pooled it
- Prevalence and Nature of Medication Errors and Preventable Adverse Drug Events in Paediatric and Neonatal Intensive Care Settings: A Systematic Review.Drug safety · 2019Pooled it
- Prediction tools to prioritise hospitalised adult patients at risk of drug related problems: An umbrella review.PLOS digital health · 2026Article
- Article
- Integrating clinical decision support systems, nursing vigilance, and physician prescribing patterns to reduce preventable adverse drug events: a structured evidence-based narrative review on human-AI interface in medication safety.Frontiers in digital health · 2026Review
- A review on adverse drug reaction related to medication in health sector: an account of what we have discovered and implemented-pharmacovigilance.Naunyn-Schmiedeberg's archives of pharmacology · 2025Review
- Causality, severity, seriousness, and preventability of adverse drug reactions: A retrospective analysis.Journal of family medicine and primary care · 2025Article
- Prevalence of medication administration errors and its determinants among nurses in Ethiopia: a systematic review and meta-analysis.BMC nursing · 2025Article
- Integrating a Pharmacovigilance and Response Unit Team for a Better Adverse Drug Reaction Reporting and Management: Insights from a Prospective Cross-Sectional Study.Turkish journal of pharmaceutical sciences · 2025Article
- Enhancing Patient Safety and Charge Capture Through Smart Infusion Pump Interoperability: A Health Economic Analysis for US Health Systems.ClinicoEconomics and outcomes research : CEOR · 2025Article
- Evaluating the Impact of Smart Infusion Pump Interoperability on Reducing Medication Administration Errors: A Systematic Literature Review.Medical devices (Auckland, N.Z.) · 2025Review
- Evaluation of Medication Errors among Inpatients in a Tertiary Government Hospital's Pulmonary Medicine Service: A Cross-sectional Retrospective Study.Acta medica Philippina · 2025Article
- Transformer-based models for ADR detection: cross-drug validation and benchmarking against large language models.Therapeutic advances in drug safety · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundPreventable adverse drug reactions (PADRs) in inpatients are associated with harm, including increased length of stay and potential loss of life, and result in elevated costs of care. We conducted an overview of reviews (i.e., a systematic review of systematic reviews) to determine the incidence of PADRs experienced by inpatients. Secondary review objectives were related to assessment of the effects of patient age, setting, and clinical specialty on PADR incidence.
methodsThe protocol was registered in PROSPERO (CRD42016043220). We performed a search of Medline, Embase, and the Cochrane Library, limiting languages of publication to English and French. We included published systematic reviews that reported quantitative data on the incidence of PADRs in patients receiving acute or ambulatory care in a hospital setting. The full texts of all primary studies for which PADR data were reported in the included reviews were obtained and data relevant to review objectives were extracted. Quality of the included reviews was assessed using the AMSTAR-2 tool. Both narrative summaries of findings and meta-analyses of primary study data were undertaken.
resultsThirteen systematic reviews encompassing 37 unique primary studies were included. Across primary studies, the PADR incidence was highly varied, ranging from 0.006 to 13.3 PADRs per 100 patients, with a pooled incidence estimate of 0.59 PADRs per 100 patients. Substantial heterogeneity was present across both reviews and primary studies with respect to review/study objectives, patient age, hospital setting, medical discipline, definitions and assessment tools used, event detection methods, endpoints of interest, and units of measure. Thirteen primary studies used prospective event detection methods and had a pooled PADR incidence of 3.13 (2.87-3.38) PADRs per 100 patients; however, extreme statistical heterogeneity (I2 = 97%) indicated this finding should be considered with caution. Subgroup meta-analyses demonstrated that PADR incidence varied significantly with event detection method (prospective > retrospective > voluntary reporting methods), hospital setting (ICU > wards), and medical discipline (medical > surgical). High statistical heterogeneity (I2 > 80%) was present across all analyses, indicating results should be interpreted with caution. Effects of patient age could not be assessed due to poor reporting of age groups used in primary studies. DISCUSSION: The method of event detection appeared to significantly influence PADR incidence, with prospective methods having the highest reported PADR rate. This finding is in agreement with the background literature. High methodological and statistical heterogeneity across primary studies evaluating adverse drug events reduces the validity of the overall PADR incidence derived from the meta-analyses of the pooled data. Data pooled from studies using only prospective methods of event detection should provide an overall estimate closest to the true PADR incidence; however, our estimate should be considered with caution due to the statistical heterogeneity found in this group of studies. Future studies should employ prospective methods of detection. This review demonstrates that the true overall incidence of PADRs is likely much greater than the overall pooled incidence estimate of 0.59 PADRs per 100 patients obtained when event detection method was not taken into consideration.
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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.