Views on Precision Medicine among Health Professionals in Korea: A Mixed Methods Study
Open accessAbstract
This study aimed to investigate awareness, attitudes, and perspectives on precision medicine among health professionals in Korea and to identify issues that need to be addressed before implementing precision medicine. Mixed methods research was applied. For qualitative research, a semi-structured focus group interview was conducted with six health professionals. For quantitative research, a self-reported survey was administered. A total of 542 health professionals participated in the survey, and 526 completed the entire questionnaire. Health professionals showed positive attitudes toward precision medicine. About 95-96% of respondents agreed that precision medicine will be effective in treatment and precise diagnosis, and 69.9% reported that they would participate as study subjects. Meanwhile, they expressed concerns regarding educating patients and health professionals in precision medicine and developing research and data sharing infrastructure. Also, they emphasized the importance of developing precision medicine in an equitable way. Despite varying levels of awareness of precision medicine, the health professionals expressed a willingness to engage in precision medicine research, and recommended that health professionals work closely with policymakers to design precision medicine in a way that can be effectively adopted. Health professionals showed had a positive, but cautious, attitude toward precision medicine. The results of this study suggest areas to be addressed before ushering in precision medicine in Korea.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In Korea, most health care professionals surveyed believed that only a few patients would have access to precision medicine, and 84.8% were concerned that this would increase disparity in public health.
“In Korea, a state where the percentage of out-of-pocket-payments in healthcare is 35% [110], most of the health care professionals surveyed believed that only a few patients would have access to PM and 84.8% of the participants (n = 542) were concerned that this would increase disparity in public health [47].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
The passage on access reports that most participants expected only a few patients to be able to access precision medicine, and the survey results describe concern about increased disparities. Our copy confirms that 542 professionals participated in the survey, but the passages do not substantiate the specific figure of 84.8%; the limited-access statement appears in the discussion of participant interviews rather than as a quantified survey result. The indexed passages provide no page numbers. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIn several studies, professionals and patients express concern about the high cost of PM.
“In several studies, professionals and patients express concern about the high cost of PM.”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
The paper reports that Korean health professionals were concerned that precision medicine may be too expensive and increase health care costs (Abstract; page not provided). It does not report patients expressing that concern, and this study alone does not establish the claim about several studies. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe majority of professionals have a positive attitude towards precision medicine in general or towards interventions labeled as precision medicine.
“Various studies reveal that the majority of professionals have a positive attitude towards PM in general or towards interventions, which are mentioned under the label of PM [27, 34, 43, 45, 47, 50, 79–83].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
Many health care providers need further education in precision medicine or genomic medicine.
“These and other studies [37, 44–47, 58, 86, 105–108] reveal the need for further education of many health care providers, however, this requirement may vary between professionals in different fields [53, 81].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
Professionals expect a reduction of the overall health care costs in the long term.
“Although professionals expect a reduction of the overall health care costs in the long term [47], some health care professionals question the cost–benefit ratio of PM [30, 54, 84, 105].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
The majority of the clinicians, researchers and health professionals surveyed in a Korean study showed a clear willingness to participate in research and to provide genetic information, lifestyle, environmental or medical data, although this willingness is higher when it comes to their own treatment as opposed to that of others.
“The majority of the clinicians, researchers and health professionals surveyed showed a clear willingness to participate, although this willingness is higher when it comes to their own treatment as opposed to that of others [47].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
Bioinformaticians in particular are considered to be of high importance.
“Bioinformaticians in particular are considered to be of high importance [47].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [47]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Mixed Methods Research: A Research Paradigm Whose Time Has Come
Johnson, R. B., & Onwuegbuzie, A. J. (2004) · Educational Researcher · doi:10.3102/0013189x033007014 · Cited by 11,170 · cited 1× · see citing works
“In the current study, we conducted mixed methods research, which involves collecting, analyzing, and integrating quantitative and qualitative research.(12) We adopted a sequential exploratory design comprising an initial phase of qualitative data collection and analysis, followed by a phase of quantitative data collec…”
MethodA New Initiative on Precision Medicine
Collins, F. S., & Varmus, H. (2015) · New England Journal of Medicine · doi:10.1056/nejmp1500523 · Cited by 5,202 · see citing works
Precision Medicine — Personalized, Problematic, and Promising
Jameson, J. L., & Longo, D. L. (2015) · New England Journal of Medicine · doi:10.1056/nejmsb1503104 · Cited by 1,116 · see citing works
Preparing for Precision Medicine
Mirnezami, R., Nicholson, J. K., & Darzi, A. W. (2012) · New England Journal of Medicine · doi:10.1056/nejmp1114866 · Cited by 663 · see citing works
The Precision Medicine Initiative
Ashley, E. A. (2015) · JAMA · doi:10.1001/jama.2015.3595 · Cited by 562 · see citing works
Adoption of Pharmacogenomic Testing by US Physicians: Results of a Nationwide Survey
Stanek, E. J., Sanders, C., Taber, K. J., Khalid, M., Patel, A. K., Verbrugge, R. R., Agatep, B. C., Aubert, R. E., Epstein, R. S., & Frueh, F. W. (2012) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2011.306 · Cited by 429 · see citing works
Precision Medicine—Personalized, Problematic, and Promising
Jameson, J. L., & Longo, D. L. (2015) · Obstetrical & Gynecological Survey · doi:10.1097/01.ogx.0000472121.21647.38 · Cited by 277 · see citing works
Juengst, E. T., McGowan, M. L., Fishman, J. R., & Settersten, R. A. (2016) · The Hastings Center Report · doi:10.1002/hast.614 · Cited by 211 · see citing works
Strategies for Integrating Personalized Medicine into Healthcare Practice
Pritchard, D. E., Moeckel, F., Villa, M. S., Housman, L. T., McCarty, C. A., & McLeod, H. L. (2017) · Personalized Medicine · doi:10.2217/pme-2016-0064 · Cited by 156 · see citing works
Bonter, K., Desjardins, C., Currier, N., Pun, J., & Ashbury, F. D. (2011) · BMJ Open · doi:10.1136/bmjopen-2011-000110 · Cited by 111 · see citing works
Building towards precision medicine: empowering medical professionals for the next revolution
McGrath, S., & Ghersi, D. (2016) · BMC Medical Genomics · doi:10.1186/s12920-016-0183-8 · Cited by 92 · see citing works
China embraces precision medicine on a massive scale
Cyranoski, D. (2016) · Nature · doi:10.1038/529009a · Cited by 82 · see citing works
Genomic medicine 2025: France in the race for precision medicine
Lévy, Y. (2016) · The Lancet · doi:10.1016/s0140-6736(16)32467-9 · Cited by 39 · see citing works
Perceptions of Personalized Medicine in an Academic Health System: Educational Findings
Vorderstrasse, A., Katsanis, S., Minear, M., Yang, N., RakhraBurris, T., Reeves, J., CookDeegan, R., Ginsburg, G., & Simmons, L. (2015) · Journal of Contemporary Medical Education · doi:10.5455/jcme.20150408050414 · Cited by 18 · see citing works
Mechanisms, models, and mental retardation
Fisch, G. S. (2000) · American Journal of Medical Genetics · doi:10.1002/1096-8628(20001023)94:5 · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Erdmann, A., Rehmann-Sutter, C., & Bozzaro, C. (2021) · BMC Medical Ethics · doi:10.1186/s12910-021-00682-8 · Cited by 86 · see citing works
Baird, A., Westphalen, C. B., Blum, S. M., Nafría, B., Knott, T., Sargeant, I., Harnik, H., Brooke, N., Wicki, N., & Wong‐Rieger, D. (2023) · Health Science Reports · doi:10.1002/hsr2.1349 · Cited by 33 · see citing works
Opportunities and challenges of 5G network technology toward precision medicine
Kang, C. C., Lee, T. Y., Lim, W. F., & Yeo, W. W. Y. (2023) · Clinical and Translational Science · doi:10.1111/cts.13640 · Cited by 19 · see citing works
Empowering quality data – the Gordian knot of bringing real innovation into healthcare system
Horgan, D., Hamdi, Y., Lal, J. A., Nyawira, T., Meyer, S., Kondji, D., Francisco, N. M., Guzman, R. B. D., Paul, A., Nallamalla, K. R., et al. (2022) · Diagnosis · doi:10.1515/dx-2022-0115 · Cited by 3 · see citing works
Naaem, R., Hashmi, F. K., Yaqub, S., & Noor, D. A. M. (2024) · PLoS ONE · doi:10.1371/journal.pone.0299010 · Cited by 2 · see citing works
Mishra, G. C., Verma, S., Pradeep Raj, G., Sowmya, J., & Chitra, P. (2025) · The Journal of Indian Orthodontic Society · doi:10.1177/03015742251313902
Shrestha, S., Watts, G., & Geiger, S. (2025) · Critical Public Health · doi:10.1080/09581596.2025.2520410
Peh, A. L. T., Teerawattananon, Y., Yuen, J., Charafi, N., Tahapary, D. L., Leng, J., Morton, A., Li, S., Kim, W. J., Zilfalil, B. A., et al. (2026) · Health Affairs Scholar · doi:10.1093/haschl/qxag238
- Authors
- Cho, H. N., Shin, S.-Y., Hwangbo, B., Chang, Y. J., Cho, J., Kong, S.-Y., Choi, K. S., & Lee, E. S.
- Affiliations
- National Cancer Center (KR)
- Samsung Medical Center (KR)
- Corresponding author
- Choi, Kui Son
- Lee, Eun Sook
- ORCID
- Venue
- Yonsei Medical Journal
- Publisher
- XMLink
- Published
- 2020
- Volume
- 61
- Issue
- 2
- Pages
- 192
- ISSN
- 0513-5796 (ISSN-L)
- 1976-2437
- PMC
- PMC6992457
- OpenAlex
- W3003666842
- Cited by
- 8
- References
- 15
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 1 · 2023: 2 · 2022: 1 · 2021: 1
- FWCI
- 0.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Yonsei Medical Journal (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Funders
- Ministry of Health and Welfare (1520240)
- Topics
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Technology and Human Factors in Education and Health
- Health Sciences › Medicine › Reproductive Medicine › Science, Research, and Medicine
- Keywords
- precision medicine, clinician attitudes, willingness to participate in research, health equity, data sharing infrastructure, health professions education, patient education, health policy, Korea
- MeSH terms
- Adult, Attitude of Health Personnel, Female, Health Personnel, Humans, Male, Patient Participation, Surveys and Questionnaires, Young Adult, Republic of Korea, Precision Medicine
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review