ArticleJournal of contemporary medical education
Perceptions of Personalized Medicine in an Academic Health System: Educational Findings.
Article in Journal of contemporary medical education. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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
8 citing papers in PubMed.
- Apolipoprotein L1 Genetic Testing and Counseling Does Not Reduce Living Kidney Donors' Willingness to Donate : A Hybrid Type 2 Nonrandomized Controlled Trial.Clinical journal of the American Society of Nephrology : CJASN · 2026Article
- Development and Evaluation of a Culturally TargetedKidney medicine · 2025Article
- Revolutionising Cardio-Oncology Care with Precision Genomics.International journal of molecular sciences · 2025Review
- Are Graduate Medical Trainees Prepared for the Personalized Genomic Medicine Revolution? Trainee Perspectives at One Institution.Journal of personalized medicine · 2023Article
- Implementation of a culturally competentBMJ open · 2023Article
- Patients' and professionals' views related to ethical issues in precision medicine: a mixed research synthesis.BMC medical ethics · 2021Review
- Providers' perspectives on the clinical utility of pharmacogenomic testing in pediatric patients.Pharmacogenomics · 2021Article
- Views on Precision Medicine among Health Professionals in Korea: A Mixed Methods Study.Yonsei medical journal · 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
9 authors.
Funding
Abstract
objectivePrior reports demonstrate that personalized medicine implementation in clinical care is lacking. Given the program focus at Duke University on personalized medicine, we assessed health care providers' perspectives on their preparation and educational needs to effectively integrate personalized medicine tools and applications into their clinical practices.
methodsData from 78 health care providers who participated in a larger study of personalized and precision medicine at Duke University were analyzed using Qualtrics (descriptive statistics). Individuals age 18 years and older were recruited for the larger study through broad email contacts across the university and health system. All participants completed an online 35-question survey that was developed, pilot-tested, and administered by a team of interdisciplinary researchers and clinicians at the Center for Applied Genomics and Precision Medicine.
resultsOverall, providers reported being ill-equipped to implement personalized medicine in clinical practice. Many respondents identified educational resources as critical for strengthening personalized medicine implementation in both research and clinical practice. Responses did not differ significantly between specialists and primary providers or by years since completion of the medical degree.
conclusionsSurvey findings support prior calls for provider and patient education in personalized medicine. Respondents identified focus areas in training, education, and research for improving personalized medicine uptake. Given respondents' emphasis on educational needs, now may be an ideal time to address these needs in clinical training and public education programs.
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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.