ArticleGenetics in medicine : official journal of the American College of Medical Genetics2020
The composition and capacity of the clinical genetics workforce in high-income countries: a scoping review.
Article in Genetics in medicine : official journal of the American College of Medical Genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 76 papers, 2 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
76 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- What is the power of a genomic multidisciplinary team approach? A systematic review of implementation and sustainability.European journal of human genetics : EJHG · 2024Pooled it
- The design, implementation, and effectiveness of intervention strategies aimed at improving genetic referral practices: a systematic review of the literature.Genetics in medicine : official journal of the American College of Medical Genetics · 2021Pooled it
- Cascade Genetic Risk Education and Testing in Families With Hereditary Cancer Syndromes: A Pilot Study.JCO oncology practice · 2023Trial
- Patient harms during delayed access to clinical genetics services. A systematic literature review and synthesis without meta-analysis (SWiM).European journal of human genetics : EJHG · 2026Review
- Pilot Evaluation of a Digital Pretest Education Platform for Genomic Counseling: Perspectives of Health Care Providers and Patients.Journal of genetic counseling · 2026Article
- The evolution of hereditary cancer genetic counselling: mainstreaming, service redesign and patient experience in Lynch syndrome.Familial cancer · 2026Review
- Scoping review of Australian prioritisation frameworks impacting consumer access to clinical genetics: protocol.BMJ open · 2026Article
- Evaluating the Acceptability of Virtual Preventive Genetic Counseling Supporting Adult Primary Care Practices.Journal of general internal medicine · 2026Article
- Oncogenetics training in Brazilian medical genetics residency programs: current landscape and challenges.Journal of community genetics · 2026Article
- Learning about the genetic risk in my family: Preferences of Italian nurses.Journal of community genetics · 2026Article
- Priority European strategies for sustainable access to high-quality genetic counselling in cancer: A Delphi study.European journal of human genetics : EJHG · 2026Article
- Outcomes from the English National Lynch Syndrome transformation project.International journal of cancer · 2026Article
- When clinical genetics turns the risk lens on itself.European journal of human genetics : EJHG · 2026Article
- Tumor and germline testing with next generation sequencing in epithelial ovarian cancer: a prospective paired comparison using an 18-gene panel.Molecular oncology · 2026Article
- Assessing genetic counseling efficiency with natural language processing.Journal of the American Medical Informatics Association : JAMIA · 2026Article
- Integrating paediatric subspecialists into the delivery of genomic medicine: A qualitative study.Paediatrics & child health · 2026Article
- Integration of medical genetics and genomics into faculty development programs in india: assessment of success and experience of genetic research centre.Journal of community genetics · 2026Article
- Determining the value of genomics in healthcare.Nature medicine · 2025Review
- Genomic sequencing technologies for rare disease in mainstream healthcare: the current state of implementation.European journal of human genetics : EJHG · 2025Review
- Feasibility and clinical utility of expanded genomic newborn screening in the Early Check program.Nature medicine · 2025Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
11 authors.
Funding
Abstract
As genetics becomes increasingly integrated into all areas of health care and the use of complex genetic tests continues to grow, the clinical genetics workforce will likely face greatly increased demand for its services. To inform strategic planning by health-care systems to prepare to meet this future demand, we performed a scoping review of the genetics workforce in high-income countries, summarizing all available evidence on its composition and capacity published between 2010 and 2019. Five databases (MEDLINE, Embase, PAIS, CINAHL, and Web of Science) and gray literature sources were searched, resulting in 162 unique studies being included in the review. The evidence presented includes the composition and size of the workforce, the scope of practice for genetics and nongenetics specialists, the time required to perform genetics-related tasks, case loads of genetics providers, and opportunities to increase efficiency and capacity. Our results indicate that there is currently a shortage of genetics providers and that there is a lack of consensus about the appropriate boundaries between the scopes of practice for genetics and nongenetics providers. Moreover, the results point to strategies that may be used to increase productivity and efficiency, including alternative service delivery models, streamlining processes, and the automation of tasks.
Indexed as
Identifiers
32576987What OpenQuestion holds
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.