Literature Review of Type 2 Diabetes Management and Health Literacy
Open accessAbstract
Objective: The purpose of this literature review was to identify educational approaches addressing low health literacy for people with type 2 diabetes. Low health literacy can lead to poor management of diabetes, low engagement with health care providers, increased hospitalization rates, and higher health care costs. These challenges can be even more profound among minority populations and non-English speakers in the United States. Methods: A literature search and standard data extraction were performed using PubMed, Medline, and EMBASE databases. A total of 1,914 articles were identified, of which 1,858 were excluded based on the inclusion criteria, and 46 were excluded because of a lack of relevance to both diabetes management and health literacy. The remaining 10 articles were reviewed in detail. Results: Patients, including ethnic minorities and non-English speakers, who are engaged in diabetes education and health literacy improvement initiatives and ongoing follow-up showed significant improvement in A1C, medication adherence, medication knowledge, and treatment satisfaction. Clinicians considering implementing new interventions to address diabetes care for patients with low health literacy can use culturally tailored approaches, consider ways to create materials for different learning styles and in different languages, engage community health workers and pharmacists to help with patient education, use patient-centered medication labels, and engage instructors who share cultural and linguistic similarities with patients to provide educational sessions. Conclusion: This literature review identified a variety of interventions that had a positive impact on provider-patient communication, medication adherence, and glycemic control by promoting diabetes self-management through educational efforts to address low health literacy.
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?
Patient management is important to improve HbA1c levels.
“Patient management is important to improve HbA1c levels.41”
From Effectiveness of synchronous teleconsultation for patients with type 2 diabetes mellitus: a systematic review and meta-analysis (2023) · cites this paper as [41]
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
Economic Costs of Diabetes in the U.S. in 2002
American Diabetes Association (2003) · Diabetes Care · doi:10.2337/diacare.26.3.917 · Cited by 4,147 · see citing works
Yu, S. M. (1998) · Maternal and Child Health Journal · doi:10.1023/a:1021801927353 · Cited by 3,876 · see citing works
Health Literacy: A Prescription to End Confusion
Committee on Health Literacy, Board on Neuroscience and Behavioral Health, & Institute of Medicine (2004) · doi:10.17226/10883 · Cited by 3,444 · see citing works
Economic Costs of Diabetes in the U.S. in 2017
American Diabetes Association (2018) · Diabetes Care · doi:10.2337/dci18-0007 · Cited by 2,528 · see citing works
The test of functional health literacy in adults
Parker, R. M., Baker, D. W., Williams, M. V., & Nurss, J. R. (1995) · Journal of General Internal Medicine · doi:10.1007/bf02640361 · Cited by 2,034 · see citing works
Association of Health Literacy With Diabetes Outcomes
Schillinger, D. (2002) · JAMA · doi:10.1001/jama.288.4.475 · Cited by 1,944 · see citing works
Health Literacy: Report of the Council on Scientific Affairs
American Medical Association Ad Hoc Committee on Health Literacy for the Council on Scientific Affairs (1999) · JAMA · doi:10.1001/jama.281.6.552 · Cited by 1,475 · see citing works
Health literacy: a prescription to end confusion
(2005) · Choice Reviews Online · doi:10.5860/choice.42-4059 · Cited by 1,437 · see citing works
Inadequate Functional Health Literacy Among Patients at Two Public Hospitals
Williams, M. V. (1995) · JAMA · doi:10.1001/jama.1995.03530210031026 · Cited by 1,089 · see citing works
Health literacy and the risk of hospital admission
Baker, D. W., Parker, R. M., Williams, M. V., & Clark, W. S. (1998) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.1998.00242.x · Cited by 840 · see citing works
Health Literacy: A Prescription To End Confusion
(2005) · PsycEXTRA Dataset · doi:10.1037/e515822006-002 · Cited by 807 · see citing works
Barriers to diabetes management: patient and provider factors
Nam, S., Chesla, C., Stotts, N. A., Kroon, L., & Janson, S. L. (2011) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2011.02.002 · Cited by 680 · see citing works
Health Literacy: Report of the Council on Scientific Affairs
Rm, P., Mv, W., Bd, W., Dw, B., Tc, D., Doak, C. C., Doak, L. G., Hein, K., Cd, M., Nurss, J. R., et al. (1999) · Cited by 630 · see citing works
Karter, A. J., Ferrara, A. M., Darbinian, J. A., Ackerson, L., & Selby, J. V. (2000) · Diabetes Care · doi:10.2337/diacare.23.4.477 · Cited by 488 · see citing works
Fernández, A., Schillinger, D., Warton, E. M., Adler, N. E., Moffet, H. H., Schenker, Y., Salgado, M. V., Ahmed, A. T., & Karter, A. J. (2010) · Journal of General Internal Medicine · doi:10.1007/s11606-010-1507-6 · Cited by 337 · see citing works
Rosal, M. C., Ockene, I. S., Restrepo, A., White, M. J., Borg, A., Olendzki, B. C., Scavron, J., Candib, L. M., Welch, G. W., & Reed, G. W. (2011) · Diabetes Care · doi:10.2337/dc10-1981 · Cited by 227 · see citing works
Health Literacy, Diabetes Self-Care, and Glycemic Control in Adults with Type 2 Diabetes
Osborn, C. Y., Bains, S. S., & Egede, L. E. (2010) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2010.0058 · Cited by 176 · see citing works
External Barriers to Diabetes Care: Addressing Personal and Health Systems Issues
Zgibor, J. C., & Songer, T. J. (2001) · Diabetes Spectrum · doi:10.2337/diaspect.14.1.23 · Cited by 127 · see citing works
White, R. O., Eden, S., Wallston, K. A., Kripalani, S. B., Barto, S., Shintani, A., & Rothman, R. L. (2014) · Patient Education and Counseling · doi:10.1016/j.pec.2014.10.019 · Cited by 122 · see citing works
The Effect of a Community-Based Self-Help Intervention
Kim, M. T., Kim, K. B., Huh, B., Nguyen, T. H., Han, H., Bone, L., & Levine, D. M. (2015) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2015.04.033 · Cited by 105 · see citing works
A Patient-Centered Prescription Drug Label to Promote Appropriate Medication Use and Adherence
Wolf, M. S., Davis, T. C., Curtis, L. M., Bailey, S. C., Knox, J. P., Bergeron, A. R., Abbet, M., Shrank, W. H., Parker, R. M., & Wood, A. J. J. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3816-x · Cited by 99 · see citing works
White, R. O., Chakkalakal, R. J., Presley, C. A., Bian, A., Schildcrout, J. S., Wallston, K. A., Barto, S., Kripalani, S. B., & Rothman, R. L. (2016) · Journal of Health Communication · doi:10.1080/10810730.2016.1207116 · Cited by 80 · see citing works
Vest, B. M., Kahn, L. S., Danzo, A., Tumiel‐Berhalter, L., Schuster, R. C., Karl, R., Taylor, R., Glaser, K. M., Danakas, A. M., & Fox, C. H. (2013) · Chronic Illness · doi:10.1177/1742395313475674 · Cited by 77 · see citing works
Yeung, D., Alvarez, K., Quinones, M. E., Clark, C. A., Oliver, G. R., Álvarez, C., & Jaiyeola, A. O. (2016) · Journal of the American Pharmacists Association · doi:10.1016/j.japh.2016.08.012 · Cited by 76 · see citing works
Sharp, L. K., Tilton, J. J., Touchette, D. R., Xia, Y., Mihailescu, D., Berbaum, M. L., & Gerber, B. S. (2018) · Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy · doi:10.1002/phar.2058 · Cited by 45 · see citing works
Nelson, L. A., Spieker, A. J., Greevy, R. A., LeStourgeon, L. M., Wallston, K. A., & Mayberry, L. S. (2020) · JMIR mhealth and uhealth · doi:10.2196/17534 · Cited by 44 · see citing works
Mediators and Moderators of Improvements in Medication Adherence
Hofer, R., Choi, H., Mase, R., Fagerlin, A., Spencer, M. S., & Heisler, M. (2016) · Health Education & Behavior · doi:10.1177/1090198116656331 · Cited by 36 · see citing works
Koonce, T. Y., Giuse, N. B., Kusnoor, S. V., et al. (2015) · Journal of the Medical Library Association JMLA · doi:10.3163/1536-5050.103.3.004 · Cited by 34 · see citing works
Language barrier and its relationship to diabetes and diabetic retinopathy
Zheng, Y., Lamoureux, E. L., Chiang, P.-C. P., Anuar, A. R., Ding, J., Wang, J. J., Mitchell, P. L. R., Tai, E. S., & Wong, T. Y. (2012) · BMC Public Health · doi:10.1186/1471-2458-12-781 · Cited by 29 · see citing works
Graumlich, J. F., Wang, H., Madison, A., Wolf, M. S., Kaiser, D., Dahal, K., & Morrow, D. G. (2016) · Journal of Diabetes Research · doi:10.1155/2016/2129838 · Cited by 23 · see citing works
Low Health Literacy: Overview, Assessment, and Steps Toward Providing High-Quality Diabetes Care
Wallace, A. S. (2010) · Diabetes Spectrum · doi:10.2337/diaspect.23.4.220 · Cited by 18 · see citing works
Goessl, C. L., Estabrooks, P. A., You, W., Britigan, D. H., DeAlba, A., & Almeida, F. A. (2018) · Patient Education and Counseling · doi:10.1016/j.pec.2018.12.026 · Cited by 11 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Zhang, J., Ji, X., Xie, J., Lin, K., Yao, M., & Chi, C. (2023) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2022-003180 · Cited by 22 · see citing works
- Authors
- Alsaedi, R., & McKeirnan, K.
- Affiliations
- Washington State University Spokane (US)
- Corresponding author
- McKeirnan, Kimberly
- ORCID
- McKeirnan, Kimberly
- Venue
- Diabetes Spectrum
- Publisher
- American Diabetes Association
- Published
- 2021-07-27
- Volume
- 34
- Issue
- 4
- Pages
- 399-406
- ISSN
- 1040-9165 (ISSN-L)
- 1944-7353
- PMC
- PMC8603116
- OpenAlex
- W3185578418
- Cited by
- 38
- References
- 33
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 12 · 2023: 5 · 2022: 3
- FWCI
- 3.73
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Spectrum (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Health Sciences › Health Professions › General Health Professions › Patient-Provider Communication in Healthcare
- Keywords
- type 2 diabetes, health literacy, diabetes self-management education, medication adherence, glycemic control, HbA1c, culturally tailored interventions, community health workers, minority groups, non-English speakers, provider-patient communication, patient education
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