Evidence map›Paper›PMID 33302931›Full record

SynthesisBMC medicine2020

Effectiveness of training interventions to improve quality of medical certification of cause of death: systematic review and meta-analysis.

U S H Gamage, Pasyodun Koralage Buddhika Mahesh, Jesse Schnall, Lene Mikkelsen, John D Hart, Hafiz Chowdhury, Hang Li, Deirdre McLaughlin, Alan D Lopez

Abstract readMeta-AnalysisSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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 · 2026
    Article
  4. Article
  5. Enhancing Mortality Data Accuracy:Sultan Qaboos University medical journal · 2025
    Article
  6. Article
  7. 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 · 2025
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. 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 · 2021
    Article
  18. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

U S H GamageMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Pasyodun Koralage Buddhika MaheshMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Jesse SchnallMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Lene MikkelsenMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
John D HartMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Hafiz ChowdhuryMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Hang LiMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Deirdre McLaughlinMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia.
Alan D LopezMelbourne School of Population and Global Health, University of Melbourne, 207 Bouverie street, Melbourne, 3053, Australia. alan.lopez@unimelb.edu.au.ORCID 0000-0001-5818-6512

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Cause of DeathCertificationEducationHumansQuality of Health CareResearch DesignCivil registration and vital statisticsEffectiveness of trainingIn-service medical trainingMedical certification of cause of deathMedical educationQuality of death certificationVital registration

Identifiers

PMID33302931
PMCPMC7728523

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.