SynthesisBMC medicine2020
Effectiveness of training interventions to improve quality of medical certification of cause of death: systematic review and meta-analysis.
Synthesis in BMC medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effective Teaching Behaviors of Clinical Nursing Teachers: A Qualitative Meta-Synthesis.Frontiers in public health · 2022Pooled it
- Institutionalizing medical certification of cause of death training: experiences and insights from seven countries.Global health action · 2026Article
- Quality of Medical Certification of Cause of Death in a City of Assam.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine · 2026Article
- Regional and educational disparities in inaccurately coded deaths in Sweden, 1997-2023: a systematic analysis.Population health metrics · 2026Article
- Enhancing Mortality Data Accuracy:Sultan Qaboos University medical journal · 2025Article
- Improving the Documentation of Causes of Death Certificates Based on the International Classification of Diseases Perinatal Mortality (ICD-PM): The Impact of a Mixed Method Approach.Health science reports · 2025Article
- Digital transformation of mortality reporting using an ICD-11 integrated death certificate system in Suriname.Revista panamericana de salud publica = Pan American journal of public health · 2025Article
- Improving medical certification of cause of death in Assiut University Children Hospital: an intervention study.BMC health services research · 2024Article
- Autopsy rates and the misclassification of suicide and accident deaths.European journal of epidemiology · 2024Article
- A scoping review on the errors in medical certification of the cause of death in India.The Indian journal of medical research · 2024Article
- Territorial gaps on quality of causes of death statistics over the last forty years in Spain.BMC public health · 2024Article
- Article
- Assessing the policy utility of routine mortality statistics: a global classification of countries.Bulletin of the World Health Organization · 2023Article
- Comparative performance of national civil registration and vital statistics systems: a global assessment.Bulletin of the World Health Organization · 2023Article
- Developing Implementation Strategies to Support the Uptake of a Risk Tool to Aid Physicians in the Clinical Management of Patients With Syncope: Systematic Theoretical and User-Centered Design Approach.JMIR human factors · 2023Article
- Are cause of death data for Shanghai fit for purpose? A retrospective study of medical records.BMJ open · 2022Article
- Methodology to Determine Cause of Death for Stillbirths and Neonatal Deaths Using Automated Case Reports and a Cause-of-Death Panel.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2021Article
- The impact of errors in medical certification on the accuracy of the underlying cause of death.PloS one · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundValid cause of death data are essential for health policy formation. The quality of medical certification of cause of death (MCCOD) by physicians directly affects the utility of cause of death data for public policy and hospital management. Whilst training in correct certification has been provided for physicians and medical students, the impact of training is often unknown. This study was conducted to systematically review and meta-analyse the effectiveness of training interventions to improve the quality of MCCOD.
methodsThis review was registered in the International Prospective Register of Systematic Reviews (PROSPERO; Registration ID: CRD42020172547) and followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. CENTRAL, Ovid MEDLINE and Ovid EMBASE databases were searched using pre-defined search strategies covering the eligibility criteria. Studies were selected using four screening questions using the Distiller-SR software. Risk of bias assessments were conducted with GRADE recommendations and ROBINS-I criteria for randomised and non-randomised interventions, respectively. Study selection, data extraction and bias assessments were performed independently by two reviewers with a third reviewer to resolve conflicts. Clinical, methodological and statistical heterogeneity assessments were conducted. Meta-analyses were performed with Review Manager 5.4 software using the 'generic inverse variance method' with risk difference as the pooled estimate. A 'summary of findings' table was prepared using the 'GRADEproGDT' online tool. Sensitivity analyses and narrative synthesis of the findings were also performed.
resultsAfter de-duplication, 616 articles were identified and 21 subsequently selected for synthesis of findings; four underwent meta-analysis. The meta-analyses indicated that selected training interventions significantly reduced error rates among participants, with pooled risk differences of 15-33%. Robustness was identified with the sensitivity analyses. The findings of the narrative synthesis were similarly suggestive of favourable outcomes for both physicians and medical trainees.
conclusionsTraining physicians in correct certification improves the accuracy and policy utility of cause of death data. Investment in MCCOD training activities should be considered as a key component of strategies to improve vital registration systems given the potential of such training to substantially improve the quality of cause of death data.
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Registered trials
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