SynthesisSystematic reviews2014
The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: a systematic review and meta-analysis.
Synthesis in Systematic reviews, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 136 papers, 17 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
136 citing papers in PubMed, 17 syntheses or guidelines pooled it.
- Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Interventions to reduce the incidence of medical error and its financial burden in health care systems: A systematic review of systematic reviews.Frontiers in medicine · 2022Pooled it
- Practical Considerations of PRN Medicines Management: An Integrative Systematic Review.Frontiers in pharmacology · 2022Pooled it
- Impact of computerised physician order entry (CPOE) on the incidence of chemotherapy-related medication errors: a systematic review.European journal of clinical pharmacology · 2021Pooled it
- Interventions to Reduce Pediatric Prescribing Errors in Professional Healthcare Settings: A Systematic Review of the Last Decade.Paediatric drugs · 2021Pooled it
- How effective are electronic medication systems in reducing medication error rates and associated harm among hospital inpatients? A systematic review and meta-analysis.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Interventions to Reduce Medication Dispensing, Administration, and Monitoring Errors in Pediatric Professional Healthcare Settings: A Systematic Review.Frontiers in pediatrics · 2021Pooled it
- The impact of health information technology on prescribing errors in hospitals: a systematic review and behaviour change technique analysis.Systematic reviews · 2020Pooled it
- Systematic review of interventions to improve safety and quality of anticoagulant prescribing for therapeutic indications for hospital inpatients.European journal of clinical pharmacology · 2019Pooled it
- Effect of Electronic Prescribing Strategies on Medication Error and Harm in Hospital: a Systematic Review and Meta-analysis.Journal of general internal medicine · 2019Pooled it
- A systematic review of trials evaluating success factors of interventions with computerised clinical decision support.Implementation science : IS · 2018Pooled it
- Systematic review of predictive risk models for adverse drug events in hospitalized patients.British journal of clinical pharmacology · 2018Pooled it
- Meta-analysis of Interventions to Reduce Adverse Drug Reactions in Older Adults.Journal of the American Geriatrics Society · 2018Pooled it
- Pooled it
- A systematic review of the types and causes of prescribing errors generated from using computerized provider order entry systems in primary and secondary care.Journal of the American Medical Informatics Association : JAMIA · 2017Pooled it
- Impact of commercial computerized provider order entry (CPOE) and clinical decision support systems (CDSSs) on medication errors, length of stay, and mortality in intensive care units: a systematic review and meta-analysis.Journal of the American Medical Informatics Association : JAMIA · 2017Pooled it
- Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects.Journal of medical systems · 2017Pooled it
- A randomised trial of pharmacist-led discharge prescribing in an Australian geriatric evaluation and management service.International journal of clinical pharmacy · 2021Trial
- Trial
- Electronic prescribing and patient safety: a rigour-stratified systematic review of medication error, adverse drug events, workflow, and communication.Exploratory research in clinical and social pharmacy · 2026Review
76 more citing papers are in PubMed but not listed here.
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
Abstract
backgroundThe Health Information Technology for Economic and Clinical Health (HITECH) Act subsidizes implementation by hospitals of electronic health records with computerized provider order entry (CPOE), which may reduce patient injuries caused by medication errors (preventable adverse drug events, pADEs). Effects on pADEs have not been rigorously quantified, and effects on medication errors have been variable. The objectives of this analysis were to assess the effectiveness of CPOE at reducing pADEs in hospital-related settings, and examine reasons for heterogeneous effects on medication errors.
methodsArticles were identified using MEDLINE, Cochrane Library, Econlit, web-based databases, and bibliographies of previous systematic reviews (September 2013). Eligible studies compared CPOE with paper-order entry in acute care hospitals, and examined diverse pADEs or medication errors. Studies on children or with limited event-detection methods were excluded. Two investigators extracted data on events and factors potentially associated with effectiveness. We used random effects models to pool data.
resultsSixteen studies addressing medication errors met pooling criteria; six also addressed pADEs. Thirteen studies used pre-post designs. Compared with paper-order entry, CPOE was associated with half as many pADEs (pooled risk ratio (RR) = 0.47, 95% CI 0.31 to 0.71) and medication errors (RR = 0.46, 95% CI 0.35 to 0.60). Regarding reasons for heterogeneous effects on medication errors, five intervention factors and two contextual factors were sufficiently reported to support subgroup analyses or meta-regression. Differences between commercial versus homegrown systems, presence and sophistication of clinical decision support, hospital-wide versus limited implementation, and US versus non-US studies were not significant, nor was timing of publication. Higher baseline rates of medication errors predicted greater reductions (P < 0.001). Other context and implementation variables were seldom reported.
conclusionsIn hospital-related settings, implementing CPOE is associated with a greater than 50% decline in pADEs, although the studies used weak designs. Decreases in medication errors are similar and robust to variations in important aspects of intervention design and context. This suggests that CPOE implementation, as subsidized under the HITECH Act, may benefit public health. More detailed reporting of the context and process of implementation could shed light on factors associated with greater effectiveness.
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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.