SynthesisBMC medicine2013
Genetic discrimination and life insurance: a systematic review of the evidence.
Synthesis in BMC medicine, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 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
53 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Global trends on fears and concerns of genetic discrimination: a systematic literature review.Journal of human genetics · 2016Pooled it
- Improving the uptake of systematic reviews: a systematic review of intervention effectiveness and relevance.BMJ open · 2014Pooled it
- Genomic Medicine and Individual Autonomy: Reflections on Knowledge Societies and Governmentality.International journal of environmental research and public health · 2026Article
- Criminalizing genomic discrimination: protecting human dignity under UAE and French law.Frontiers in medicine · 2026Article
- Cardiovascular genetic counselor decision making about discussing life insurance with patients.Journal of genetic counseling · 2025Article
- Generating realistic artificial human genomes using adversarial autoencoders.NAR genomics and bioinformatics · 2025Article
- A Personalized Medicine Approach is Best for Patients with Homozygous Familial Hypercholesterolemia.Medical research archives · 2024Article
- Future implications of polygenic risk scores for life insurance underwriting.NPJ genomic medicine · 2024Review
- Prevalence, Morbidity, and Mortality of Men With Sex Chromosome Aneuploidy in the Million Veteran Program Cohort.JAMA network open · 2024Article
- Attitude Disparity and Worrying Scenarios in Genetic Discrimination-Based on Questionnaires from China.Healthcare (Basel, Switzerland) · 2023Article
- Is there a civic duty to support medical AI development by sharing electronic health records?BMC medical ethics · 2022Article
- When Not to Ask: A Defense of Choice-Masking Nudges in Medical Research.Journal of health care law & policy · 2022Article
- A practical approach to the genomics of kidney disorders.Pediatric nephrology (Berlin, Germany) · 2022Review
- A genetic researcher's devil's dilemma: Warn relatives about their genetic risk or respect confidentiality agreements with research participants?BMC medical ethics · 2021Article
- Experience and Perceptions of a Family Health History Risk Assessment Tool among Multi-Ethnic Asian Breast Cancer Patients.Journal of personalized medicine · 2021Article
- Study protocol: the Australian genetics and life insurance moratorium-monitoring the effectiveness and response (A-GLIMMER) project.BMC medical ethics · 2021Article
- A survey of U. S. state insurance commissioners concerning genetic testing and life insurance: Redux at 27.Journal of genetic counseling · 2020Article
- Establishing the International Genetic Discrimination Observatory.Nature genetics · 2020Article
- Massively Parallel Sequencing for Rare Genetic Disorders: Potential and Pitfalls.Frontiers in endocrinology · 2020Review
- Ethical Issues in Research and Development of Epigenome-wide Technologies.Epigenetics insights · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
backgroundSince the late 1980s, genetic discrimination has remained one of the major concerns associated with genetic research and clinical genetics. Europe has adopted a plethora of laws and policies, both at the regional and national levels, to prevent insurers from having access to genetic information for underwriting. Legislators from the United States and the United Kingdom have also felt compelled to adopt protective measures specifically addressing genetics and insurance. But does the available evidence really confirm the popular apprehension about genetic discrimination and the subsequent genetic exceptionalism?
methodsThis paper presents the results of a systematic, critical review of over 20 years of genetic discrimination studies in the context of life insurance.
resultsThe available data clearly document the existence of individual cases of genetic discrimination. The significance of this initial finding is, however, greatly diminished by four observations. First, the methodology used in most of the studies is not sufficiently robust to clearly establish either the prevalence or the impact of discriminatory practices. Second, the current body of evidence was mostly developed around a small number of 'classic' genetic conditions. Third, the heterogeneity and small scope of most of the studies prevents formal statistical analysis of the aggregate results. Fourth, the small number of reported genetic discrimination cases in some studies could indicate that these incidents took place due to occasional errors, rather than the voluntary or planned choice, of the insurers.
conclusionImportant methodological limitations and inconsistencies among the studies considered make it extremely difficult, at the moment, to justify policy action taken on the basis of evidence alone. Nonetheless, other empirical and theoretical factors have emerged (for example, the prevalence and impact of the fear of genetic discrimination among patients and research participants, the (un)importance of genetic information for the commercial viability of the private life insurance industry, and the need to develop more equitable schemes of access to life insurance) that should be considered along with the available evidence of genetic discrimination for a more holistic view of the debate.
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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.