Precision Medicine: Familiarity, Perceived Health Drivers, and Genetic Testing Considerations Across Health Literacy Levels in a Diverse Sample
Open accessAbstract
A clear awareness of a patient's knowledge, values, and perspectives is an important component of effective genetic counseling. Advances in precision medicine, however, have outpaced our understanding of patient perceptions of this new approach. Patient views may differ across the three domains of precision medicine (genetics, behavioral, and environmental determinants of health), ethnic/racial groups, and health literacy levels. This study describes and compares group differences in familiarity, perceptions, and preferences for precision medicine in a diverse sample. Between 2016 and 2017, 252 participants completed a 10–15‐min survey in three primary care clinics in Florida and Tennessee. The final sample was 42.5% African American/Black, 25.8% Hispanic/Latino, 25.0% White, and 6.7% other ethnicity/race. Less than a quarter of participants reported being familiar with the term “precision medicine,” but were more familiar with basic genetic terms. Participants with higher health literacy reported greater familiarity with terms (p ≤ 003). African Americans/Black participants were more likely to identify ethnicity/race and discrimination as influencing their health (p ≤ .004). When deciding to get a genetic test, individuals across ethnic/racial groups shared similar considerations. Those with higher health literacy, however, gave significantly greater importance to provider trust (p ≤ .008). Given the recent emergence of precision medicine, at present there may be limited differences in patient perceptions across ethnic/racial groups. Culturally sensitive efforts, tailored to health literacy level, may aid equitable precision medicine uptake.
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?
Trust in professionals, costs, receiving counseling about test results and privacy, as well as the donor's religion and culture seem to be important for the decision to participate in trials and donate data or biospecimens.
“Among patients there is also a high readiness to participate in trials and donate data or biospecimens [62, 70, 72, 76, 77, 98, 99], but trust in professionals [98, 101], costs, receiving counseling about test results and privacy [101], as well as the donor’s religion and culture [98] seem to be important for the decision.”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [101]
The Results section, under “Values considered important when deciding to get a genetic test,” reports that most participants rated provider trust, cost, counseling about results, and privacy as important. This supports the factors attributed to this paper by citation [101], but the study reports them as considerations for genetic testing, not specifically for deciding whether to participate in trials or donate data or biospecimens. Religion and culture are attributed to a different citation in the citing sentence. (LLM, conf=0.86)
Experimental — accuracy not yet measuredMany patients generally have limited knowledge about precision medicine, genetic testing, and pharmacogenomics.
“However, as other studies have demonstrated, many patients generally have a limited knowledge about PM [65, 71, 99–102], genetic testing [62, 69, 95] and pharmacogenomics [73, 101] and also express difficulties in understanding [51].”
From Patients’ and professionals’ views related to ethical issues in precision medicine: a mixed research synthesis (2021) · cites this paper as [101]
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
Harris, P. A., Taylor, R., Thielke, R., Payne, J., Gonzalez, N., & Conde, J. G. (2009) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2008.08.010 · Cited by 51,384 · see citing works
Evidence based medicine: what it is and what it isn't
Sackett, D. L., Rosenberg, W. M. C., Gray, J. A. M., Haynes, R. B., & Richardson, W. S. (1996) · BMJ · doi:10.1136/bmj.312.7023.71 · Cited by 15,769 · see citing works
Health Behavior and Health Education: Theory, Research, and Practice
(1992) · Annals of Internal Medicine · doi:10.7326/0003-4819-116-4-350_1 · Cited by 13,211 · see citing works
Unequal treatment: confronting racial and ethnic disparities in health care
(2003) · Choice Reviews Online · doi:10.5860/choice.40-5843 · Cited by 7,043 · see citing works
Health literacy and public health: A systematic review and integration of definitions and models
Sørensen, K., den Broucke, S. V., Fullam, J., Doyle, G., Pelikan, J. M., Słońska, Z., & Brand, H. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-80 · Cited by 6,576 · see citing works
A 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
Racial Differences in Physical and Mental Health: Socio-economic Status, Stress and Discrimination
Williams, D. R., Yu, Y., Jackson, J. S., & Anderson, N. B. (1997) · Journal of Health Psychology · doi:10.1177/135910539700200305 · Cited by 4,786 · see citing works
Capps, L. (2003) · JAMA · doi:10.1001/jama.290.18.2487-b · Cited by 4,558 · see citing works
Multiple significance tests: the Bonferroni method
Bland, M., & Altman, D. G. (1995) · BMJ · doi:10.1136/bmj.310.6973.170 · Cited by 3,898 · see citing works
Yeh, M. (2014) · Journal of Nursing Research · doi:10.1097/jnr.0000000000000065 · Cited by 3,836 · see citing works
Racial/Ethnic discrimination and health: findings from community studies
Williams, D. R., Neighbors, H. W., & Jackson, J. S. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.2.200 · Cited by 2,634 · see citing works
Brief questions to identify patients with inadequate health literacy.
Chew, L. D., Bradley, K. A., & Boyko, E. J. (2004) · PubMed · Cited by 1,920 · see citing works
Gordon‐Larsen, P., Laska, M. N., Page, P., & Popkin, B. M. (2006) · PEDIATRICS · doi:10.1542/peds.2005-0058 · Cited by 1,765 · see citing works
Validation of Screening Questions for Limited Health Literacy in a Large VA Outpatient Population
Chew, L. D., Griffin, J. M., Partin, M. R., Noorbaloochi, S., Grill, J. P., Snyder, A., Bradley, K. A., Nugent, S. M., Simon, A. B., & van Ryn, M. (2008) · Journal of General Internal Medicine · doi:10.1007/s11606-008-0520-5 · Cited by 1,432 · see citing works
The Causal Pathways Linking Health Literacy to Health Outcomes
Paasche‐Orlow, M. K., & Wolf, M. S. (2007) · American Journal of Health Behavior · doi:10.5993/ajhb.31.s1.4 · Cited by 1,423 · see citing works
Self-rated health and mortality in the NHANES I Epidemiologic Follow-up Study
Idler, E. L., & Angel, R. J. (1990) · American Journal of Public Health · doi:10.2105/ajph.80.4.446 · Cited by 864 · see citing works
Potential Role of Pharmacogenomics in Reducing Adverse Drug Reactions
Phillips, K. A., Veenstra, D. L., Oren, E., Lee, J. K., & Sadée, W. (2001) · JAMA · doi:10.1001/jama.286.18.2270 · Cited by 705 · see citing works
Educational Attainment in the United States: 2007.
Crissey, S. R. (2009) · Cited by 705 · 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
Inequality and the health-care system in the USA
Dickman, S. L., Himmelstein, D. U., & Woolhandler, S. (2017) · The Lancet · doi:10.1016/s0140-6736(17)30398-7 · Cited by 656 · see citing works
Genomic and personalized medicine: foundations and applications
Ginsburg, G. S., & Willard, H. F. (2009) · Translational Research · doi:10.1016/j.trsl.2009.09.005 · Cited by 637 · see citing works
The causal pathways linking health literacy to health outcomes.
Paasche‐Orlow, M. K., & Wolf, M. S. (2007) · PubMed · doi:10.5555/ajhb.2007.31.supp.s19 · Cited by 620 · see citing works
The Precision Medicine Initiative
Ashley, E. A. (2015) · JAMA · doi:10.1001/jama.2015.3595 · Cited by 562 · see citing works
The impact of the built environment on health: an emerging field
Jackson, R. J. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.9.1382 · Cited by 363 · see citing works
Diversity and inclusion in genomic research: why the uneven progress?
Bentley, A. R., Callier, S., & Rotimi, C. N. (2017) · Journal of Community Genetics · doi:10.1007/s12687-017-0316-6 · Cited by 357 · see citing works
What is personalized medicine: sharpening a vague term based on a systematic literature review
Schleidgen, S., Klingler, C., Bertram, T., Rogowski, W. H., & Marckmann, G. (2013) · BMC Medical Ethics · doi:10.1186/1472-6939-14-55 · Cited by 337 · see citing works
Race, ethnicity, culture, and disparities in health care
Egede, L. E. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.0512.x · Cited by 310 · see citing works
Kraft, S. A., Cho, M. K., Gillespie, K., Halley, M., Varsava, N., Ormond, K. E., Luft, H. S., Wilfond, B. S., & Lee, S. S.-J. (2018) · The American Journal of Bioethics · doi:10.1080/15265161.2018.1431322 · Cited by 271 · see citing works
Public Health in the Precision-Medicine Era
Bayer, R., & Galea, S. (2015) · New England Journal of Medicine · doi:10.1056/nejmp1506241 · Cited by 251 · see citing works
Racial/Ethnic Discrimination and Health: Findings From Community Studies
Williams, D. R., Neighbors, H. W., & Jackson, J. S. (2008) · American Journal of Public Health · doi:10.2105/ajph.98.supplement_1.s29 · Cited by 242 · see citing works
Racial and Ethnic Variations in Knowledge and Attitudes about Genetic Testing
Singer, E., Antonucci, T. C., & Hoewyk, J. V. (2004) · Genetic Testing · doi:10.1089/109065704323016012 · Cited by 180 · see citing works
A Population Approach to Precision Medicine
Khoury, M. J., GWINN, M. L., Glasgow, R. E., & Kramer, B. S. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.02.012 · Cited by 162 · see citing works
Zhang, Y., Alonso‐Coello, P., Brożek, J., Wiercioch, W., Etxeandia‐Ikobaltzeta, I., Akl, E. A., Meerpohl, J. J., Alhazzani, W. A., Carrasco‐Labra, A., Morgan, R. L., et al. (2017) · Health and Quality of Life Outcomes · doi:10.1186/s12955-017-0621-0 · Cited by 152 · see citing works
The current state of implementation science in genomic medicine: opportunities for improvement
Roberts, M. C., Kennedy, A. E., Chambers, D., & Khoury, M. J. (2017) · Genetics in Medicine · doi:10.1038/gim.2016.210 · Cited by 141 · see citing works
Erby, L. H., ROTER, D. L., Larson, S., & Cho, J. (2007) · American Journal of Medical Genetics Part A · doi:10.1002/ajmg.a.32068 · Cited by 113 · see citing works
A systematic review of cost-effectiveness analyses of pharmacogenomic interventions
Phillips, K. A., & Bebber, S. L. V. (2004) · Pharmacogenomics · doi:10.1517/14622416.5.8.1139 · Cited by 95 · see citing works
Association of health literacy with elevated blood pressure: a cohort study of hospitalized patients
McNaughton, C., Kripalani, S., Cawthon, C., Mion, L., Wallston, K., & Roumie, C. (2014) · Medical Care · doi:10.1097/mlr.0000000000000101 · Cited by 75 · see citing works
Self-citationHenderson, G. E., Wolf, S. M., Kuczynski, K. J., Joffe, S., Sharp, R. R., Parsons, D. W., Knoppers, B. M., Yu, J., & Appelbaum, P. S. (2014) · The Journal of Law Medicine & Ethics · doi:10.1111/jlme.12151 · Cited by 69 · see citing works
Riley, W. T., Nilsen, W., Manolio, T. A., Masys, D. R., & Lauer, M. S. (2015) · Translational Behavioral Medicine · doi:10.1007/s13142-015-0320-5 · Cited by 58 · see citing works
Conducting Precision Medicine Research with African Americans
Halbert, C. H., McDonald, J. A., Vadaparampil, S. T., Rice, L., & Jefferson, M. S. (2016) · PLoS ONE · doi:10.1371/journal.pone.0154850 · Cited by 50 · see citing works
The Need to Build Trust: A Perspective on Disparities in Genetic Testing
Saulsberry, K., & Terry, S. F. (2013) · Genetic Testing and Molecular Biomarkers · doi:10.1089/gtmb.2013.1548 · Cited by 49 · see citing works
No Shortcuts on the Long Road to Evidence-Based Genomic Medicine
Khoury, M. J. (2017) · JAMA · doi:10.1001/jama.2017.6315 · Cited by 43 · see citing works
Public Interest in Medical Research Participation: Differences by Volunteer Status and Study Type
Cobb, E. M., Singer, D., & Davis, M. M. (2014) · Clinical and Translational Science · doi:10.1111/cts.12142 · Cited by 35 · see citing works
Precision Medicine and Health Disparities: Advancing the Science of Individualizing Patient Care
Dankwa‐Mullan, I., Bull, J. C., & Sy, F. S. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302755 · Cited by 21 · see citing works
Walker, E., Nelson, C. R., Antoine‐LaVigne, D., Thigpen, D., Puggal, M. A., Sarpong, D., & Smith, A. M. (2014) · PubMed · Cited by 19 · see citing works
The Missing ‐Omes: Proposing Social and Environmental Nomenclature in Precision Medicine
Davis, M., & Shanley, T. P. (2017) · Clinical and Translational Science · doi:10.1111/cts.12453 · Cited by 18 · see citing works
Learning from Latino voices: Focus Groups’ Insights on Participation in Genetic Research
Martínez, P., Cummings, C. R., Karriker‐Jaffe, K. J., & Chartier, K. G. (2017) · American Journal on Addictions · doi:10.1111/ajad.12531 · Cited by 17 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Wilkins CH (2016). Engagement and Retention National Academies of Science, Engineering, and Medicine. Relevance of health literacy to precision medicine: Proceedings of a workshop Washington, DC: The National Academies Press. 27854398
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
Defining and Achieving Health Equity in Genomic Medicine
Jooma, S., Hahn, M. J., Hindorff, L. A., & Bonham, V. L. (2019) · Ethnicity & Disease · doi:10.18865//ed.29.s1.173 · Cited by 86 · see citing works
Ahmed, L., Constantinidou, A., & Chatzittofis, A. (2023) · Frontiers in Medicine · doi:10.3389/fmed.2023.1215663 · Cited by 57 · see citing works
Canedo, J., Wilkins, C. H., Senft, N., Romero, A., Bonnet, K. R., & Schlundt, D. G. (2020) · BMC Public Health · doi:10.1186/s12889-020-08718-1 · Cited by 46 · see citing works
Self-citationTawfik, S. M., Elhosseiny, A. A., Galal, A. A., William, M. B., Qansuwa, E. M., Elbaz, R. M., & Salama, M. (2023) · Functional & Integrative Genomics · doi:10.1007/s10142-023-00979-4 · Cited by 42 · see citing works
Evaluating co‐created patient‐facing materials to increase understanding of genetic test results
Dwyer, A. A., Au, M., Smith, N. T., Plummer, L., Lippincott, M. F., Balasubramanian, R., & Seminara, S. B. (2020) · Journal of Genetic Counseling · doi:10.1002/jgc4.1348 · Cited by 35 · see citing works
Latinx attitudes, barriers, and experiences with genetic counseling and testing: A systematic review
Dron, H. A., Bucio, D., Young, J. L., Tabor, H. K., & Cho, M. K. (2022) · Journal of Genetic Counseling · doi:10.1002/jgc4.1632 · Cited by 28 · see citing works
Shaibi, G. Q., Kullo, I. J., Singh, D., Sharp, R. R., Filippis, E. D., Cuellar, I., Hernandez, V., Levey, S., Breitkopf, C. R., Olson, J. E., et al. (2018) · Public Health Genomics · doi:10.1159/000494488 · Cited by 28 · see citing works
Veilleux, S., Bouffard, M., & Bouliane, M. B. (2019) · Qualitative Health Research · doi:10.1177/1049732319858325 · Cited by 23 · see citing works
Factors influencing precision medicine knowledge and attitudes
Chakravarthy, R., Stallings, S., Williams, M. J. A., Hollister, M., Davidson, M., Canedo, J., & Wilkins, C. H. (2020) · PLoS ONE · doi:10.1371/journal.pone.0234833 · Cited by 20 · see citing works
Self-citationSolomon, I. B., McGraw, S. A., Shen, J., Albayrak, A., Alterovitz, G., Davies, M., Fitz, C. D. V., Freedman, R. A., Lopez, L. N., Sholl, L. M., et al. (2020) · JCO Precision Oncology · doi:10.1200/po.19.00195 · Cited by 19 · see citing works
Comparative study of different SES neighborhood clinics for health literacy and internet access
Livingood, W. C., Bautista, M. A. B., Smotherman, C. R., Azueta, D., Coleman, J. S., Grewal, R., Stewart, E., Orlando, L. A., & Scuderi, C. B. (2022) · Digital Health · doi:10.1177/20552076221123715 · Cited by 18 · see citing works
O’Neill, S. C., Hamilton, J. G., Conley, C. C., Peshkin, B. N., Sacca, R. E., McDonnell, G. A., Isaacs, C. J., Robson, M. E., & Tercyak, K. P. (2021) · Hereditary Cancer in Clinical Practice · doi:10.1186/s13053-021-00198-7 · Cited by 18 · see citing works
Stratton, T. P., & Olson, A. W. (2023) · Pharmacy · doi:10.3390/pharmacy11030101 · Cited by 15 · see citing works
Connors, E. L., Selove, R., Canedo, J., Sanderson, M., Hull, P. C., Adams, M., McDermott, I., Barlow, C., Johns-Porter, D., McAfee, C. R., et al. (2019) · PubMed · Cited by 14 · see citing works
Geneviève, L. D., Elger, B. S., & Wangmo, T. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.4 · Cited by 13 · see citing works
Unveiling the Disparities in the Field of Precision Medicine: A Perspective
Morsi, M. H., Elawfi, B., ALsaad, S. A., Nazar, A., Mostafa, H. A., Awwad, S. A., Abdelwahab, M. M., Tarakhan, H., & Baghagho, E. (2025) · Health Science Reports · doi:10.1002/hsr2.71102 · Cited by 11 · see citing works
Assessing patient-level knowledge of precision medicine in a community health center setting
Stallings, S., Richmond, J., Canedo, J., Beard, K. R., Bonnet, K. R., Schlundt, D. G., Wilkins, C. H., & Aldrich, M. C. (2023) · Journal of Community Genetics · doi:10.1007/s12687-023-00632-4 · Cited by 11 · see citing works
Self-citationCommunicating unexpected pharmacogenomic results to biobank contributors: A focus group study
Meagher, K. M., Curtis, S., Borucki, S., Beck, A. T., Srinivasan, T., Cheema, A. W., & Sharp, R. R. (2020) · Patient Education and Counseling · doi:10.1016/j.pec.2020.08.023 · Cited by 9 · see citing works
Patient-centred care in precision oncology: A systematic review
Adi-Wauran, E., Krishnapillai, S., Uleryk, E. M., Saeedi, S., & Bombard, Y. (2025) · Patient Education and Counseling · doi:10.1016/j.pec.2025.108753 · Cited by 8 · see citing works
Transdisciplinary Perspectives on Precision Medicine
Myers, H. F., Fair, A. M., Villalta, F., Walz, K., Beech, B. M., Scott, W. K., & Haas, D. W. (2021) · Health Equity · doi:10.1089/heq.2020.0131 · Cited by 7 · see citing works
Varesco, L., Tano, F. D., Monducci, J., Sciallero, S., Turchetti, D., Bighin, C., Buzzatti, G., Giannubilo, I., Trevisan, L., & Battistuzzi, L. (2024) · Familial Cancer · doi:10.1007/s10689-024-00430-y · Cited by 7 · see citing works
Pereira, L., Haidar, C. E., Haga, S. B., Cisler, A. G., Hall, A. L., Shukla, S. K., Hebbring, S. J., & Leary, E. J. W. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2024.1355412 · Cited by 6 · see citing works
Algahtani, M. S. (2025) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2025.107181 · Cited by 5 · see citing works
Exploring Genetic Literacy in a Small Hispanic Population
Subasic, K., Kronk, R. A., Mantione, A., & Vital, M. (2020) · Journal of Transcultural Nursing · doi:10.1177/1043659620938127 · Cited by 5 · see citing works
Assessing health literacy and diversity within the All of Us Research Program
O’Leary, C. C., Eder, M., Goli, S., Pettyjohn, S., Rattine-Flaherty, E., Jatt, Y., & Cottler, L. B. (2024) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocae225 · Cited by 4 · see citing works
Genetic literacy scale: Construct and discriminant validity and population differences
Liao, Y., Wei, W., Barna, L. S., Gunter, C., & Kaphingst, K. A. (2025) · Patient Education and Counseling · doi:10.1016/j.pec.2025.109390 · Cited by 4 · see citing works
Olomu, M. U. O., Scherer, C. R., Wood, E. H., Escobar, K., Moufarrej, S., Kamran, R., Muir, S. E., Munoz, F. A., Stern, M. C., Gomez, S. L., et al. (2025) · Breast Cancer Research and Treatment · doi:10.1007/s10549-025-07871-8 · Cited by 4 · see citing works
Casillan, A., Florido, M. E., Galarza-Cornejo, J., Henry, S. B., Lynch, J., Chung, W. K., Mittendorf, K. F., Berner, E. S., Connolly, J. J., Weng, C., et al. (2023) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocad207 · Cited by 4 · see citing works
Battistuzzi, L. (2024) · Tumori Journal · doi:10.1177/03008916241297782 · Cited by 4 · see citing works
Weitzman, E. R., Blakemore, L. M., Pierce, S. E., Kossowsky, J., & Levy, S. (2024) · AJPM Focus · doi:10.1016/j.focus.2023.100153 · Cited by 3 · see citing works
Godino, L., Turchetti, D., Battistuzzi, L., Varesco, L., Nardi, E., Gentili, V., Chiari, P., & Palese, A. (2025) · Journal of Community Genetics · doi:10.1007/s12687-025-00837-9 · Cited by 3 · see citing works
Devine, C., Emery, K. R., Childers, K. K., Brown, S. A., Gordon, O. K., & Roth, S. E. (2024) · BMJ Open · doi:10.1136/bmjopen-2024-089884 · Cited by 3 · see citing works
Imbalanced media portrayal: a content analysis of precision medicine in US news of 2015–2021
Peng, W., Seo, H. Y., Choi, J., & Jia, X. (2024) · Frontiers in Communication · doi:10.3389/fcomm.2024.1366952 · Cited by 3 · see citing works
Breaking binary in cardiovascular disease risk prediction
Zhang, Y., & Fahed, A. C. (2025) · npj Cardiovascular Health · doi:10.1038/s44325-024-00041-7 · Cited by 5 · see citing works
Dowe, B., Iheanyi-Okeahialam, C., Washington, A., Bock, C. H., Kinney, T.-N., Brown-Miller, V., West, J. H., Sims, C., Chapman, R., Marks, B., et al. (2025) · Cancer Control · doi:10.1177/10732748251343247 · Cited by 3 · see citing works
Warren, N. S. (2020) · doi:10.1002/9781119529873.ch12 · Cited by 3 · see citing works
Caiminagua, D. B. B., Villegas, J., Larrea-Álvarez, C. M., Pincay, N. M. M., Šefcová, M. A., & Larrea-Álvarez, M. (2025) · Journal of Community Genetics · doi:10.1007/s12687-025-00843-x · Cited by 2 · see citing works
The Parallels, Pearls, and Perils of Health and Genomic Literacy
Kronk, R. A., & Subasic, K. (2025) · Nursing Clinics of North America · doi:10.1016/j.cnur.2024.12.008 · Cited by 2 · see citing works
Sheriff, S., Vizheh, M., Patel, R., Spanos, S., Lamprell, K., Braithwaite, J., & Long, J. C. (2025) · European Journal of Human Genetics · doi:10.1038/s41431-025-01904-y · Cited by 2 · see citing works
Peng, W., Occa, A., & Morgan, S. E. (2024) · Journal of Health Communication · doi:10.1080/10810730.2024.2313994 · Cited by 1 · see citing works
Peng, W., Chuan, C., & Morgan, S. E. (2023) · Patient Education and Counseling · doi:10.1016/j.pec.2023.107648 · Cited by 1 · see citing works
Cultural Competency and Genetic Counseling
Warren, N. S. (2020) · Wiley eBooks · doi:10.1002/9781119529873.ch11 · Cited by 1 · see citing works
Bress, A. P., Albrechtsen, R., Baker, M. J., Contreras, J. L., Fica, Z., Gamblin, A. S., Ratcliff, C. L., Rich, B. E., Szaniawski, M. A., Thorman, A., et al. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3491307
Genetic testing and the risk of uninformed consent
Kronk, R. A., & Subasic, K. (2020) · Nursing · doi:10.1097/01.nurse.0000694816.87785.fe
Geneviève, L. D., Elger, B. S., & Wangmo, T. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.9.pr5
Geneviève, L. D., Elger, B. S., & Wangmo, T. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.9.pr3
Geneviève, L. D., Elger, B. S., & Wangmo, T. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.9.pr2
Smith, T. F. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.9.pr1
Geneviève, L. D., Elger, B. S., & Wangmo, T. (2022) · Cambridge Prisms Precision Medicine · doi:10.1017/pcm.2022.9.pr4
Ojo, S. A., Ilori, E. O., Wiredu, B., Okobi, O. E., Kanu, E., & Igbadumhe, R. (2024) · Cureus · doi:10.7759/cureus.62173
Challenges and limitations of theranostics in Precision oncology
Anitha, K., Reddy, B. K., Sharma, M., Sangolli, R. R., Mule, S., & Gorubala, H. K. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-34199-1.00007-7
Schmeiss, M., & Schramek, R. (2026) · BMC Medical Ethics · doi:10.1186/s12910-026-01456-w
Sundermann, A. C., Marryshow, S. E., Jasper, E. A., Jones, S. H., Fountain, D. F., Liu, M., Sunthankar, S. D., & Edwards, D. R. V. (2026) · The Pharmacogenomics Journal · doi:10.1038/s41397-026-00413-5
Artificial intelligence and antiaging research
Arumugam, S., Muthuvel, R., Antony, B. S., Chandrasekaran, K., & Subbaraj, G. K. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-33159-6.00009-6
Ethical Perspectives in Renal Genetic Testing and Counseling
Gardiner, H. M., Werner, D., Barker, J., Hollin, I. L., Slashinski, M. J., Siminoff, L. A., Bass, S. B., Blunt, R., & Gillespie, A. (2026) · Advances in Kidney Disease and Health · doi:10.1053/j.akdh.2026.03.005
Mitchell, S., Schmitz, F., Pless, A., Janczukowicz, J., Guessous, I., & Guttormsen, S. (2026) · Journal of Continuing Education in the Health Professions · doi:10.1097/ceh.0000000000000677
- Authors
- Williams, J. R., Yeh, V. M., Bruce, M. A., Szetela, C., Ukoli, F., Wilkins, C. H., & Kripalani, S.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Vanderbilt University Medical Center (US)
- Vanderbilt University (US)
- Meharry Medical College (US)
- Corresponding author
- Williams, Jessica R.
- Venue
- Journal of Genetic Counseling
- Publisher
- Wiley
- Published
- 2018-12-14
- Volume
- 28
- Issue
- 1
- Pages
- 59-69
- ISSN
- 1059-7700 (ISSN-L)
- 1573-3599
- PMC
- PMC6374217
- OpenAlex
- W2885067300
- Cited by
- 58
- References
- 47
- Citations by year
- 2026: 5 · 2025: 12 · 2024: 8 · 2023: 7 · 2022: 8 · 2021: 3 · 2020: 9 · 2019: 5 · 2018: 1
- FWCI
- 2.75
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Genetic Counseling (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Minority Health and Health Disparities
- National Institutes of Health (U54MD010722)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
- Health Sciences › Health Professions › General Health Professions › Patient-Provider Communication in Healthcare
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Keywords
- precision medicine, health literacy, genetic testing, patient perspectives, genetic counseling, racial and ethnic differences, trust in providers, health disparities, behavioral determinants of health, Hispanic patients, primary care patients
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