Health literacy and adherence to medical treatment in chronic and acute illness: A meta-analysis
Open accessAbstract
Objective To use meta-analytic techniques to assess average effect sizes in studies of: (1) the correlation between patient health literacy and both medication and non-medication adherence, and (2) the efficacy of health literacy interventions on improving health literacy and treatment adherence.Methods PsychINFO and PubMed databases were searched (1948-2012). A total of 220 published articles met the criteria for inclusion; effect sizes were extracted and articles were coded for moderators.Results Health literacy was positively associated with adherence (r=0.14), and this association was significantly higher among non-medication regimens and in samples with cardiovascular disease. Health literacy interventions increased both health literacy (r=0.22) and adherence outcomes (r=0.16). Moderator analyses revealed greater intervention efficacy when health literacy and adherence were assessed using subjective measures compared to objective measures. Health literacy interventions had a greater effect on adherence in samples of lower income and of racial-ethnic minority patients than in non-minority and higher income samples.Conclusion This is the first study to synthesize both correlational and intervention studies examining the relationship between health literacy and adherence to both medication and non-medication regimens.Implications These findings demonstrate the importance of health literacy and the efficacy of health literacy interventions especially among more vulnerable patient groups.
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Health literacy positively predicts treatment adherence in other acute and chronic medical conditions and interventions to improve health literacy can increase adherence.
“This is consistent with the literature showing that health literacy positively predicts treatment adherence in other acute and chronic medical conditions and that interventions to improve health literacy can increase adherence. 53”
From Psychological predictors of adherence to lifestyle changes after bariatric surgery: A systematic review (2024) · cites this paper as [53]
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Cites
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
The evolving concept of health literacy
Nutbeam, D. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.09.050 · Cited by 2,944 · see citing works
Physician Communication and Patient Adherence to Treatment
Haskard‐Zolnierek, K. B., & DiMatteo, M. R. (2009) · Medical Care · doi:10.1097/mlr.0b013e31819a5acc · Cited by 2,522 · see citing works
DiMatteo, M. R. (2004) · Medical Care · doi:10.1097/01.mlr.0000114908.90348.f9 · Cited by 2,169 · see citing works
Social support and patient adherence to medical treatment: a meta-analysis.
DiMatteo, M. R. (2004) · Health Psychology · doi:10.1037/0278-6133.23.2.207 · Cited by 2,107 · cited 1× · see citing works
“On average 25%, of patients are nonadherent to prevention and disease management activities including medication taking, appointment keeping, screening, exercise, and dietary changes [4].”
BackgroundPatient adherence to treatment: three decades of research. A comprehensive review
Vermeire, E., Hearnshaw, H., Royen, P. V., & Denekens, J. (2001) · Journal of Clinical Pharmacy and Therapeutics · doi:10.1046/j.1365-2710.2001.00363.x · Cited by 1,833 · see citing works
Meta-Analysis: Recent Developments in Quantitative Methods for Literature Reviews
Rosenthal, R., & DiMatteo, M. R. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.59 · Cited by 1,780 · see citing works
An integrative model of shared decision making in medical encounters
Makoul, G. T., & Clayman, M. L. (2005) · Patient Education and Counseling · doi:10.1016/j.pec.2005.06.010 · Cited by 1,639 · see citing works
Experimental disclosure and its moderators: A meta-analysis.
Frattaroli, J. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.6.823 · Cited by 1,502 · cited 1× · see citing works
“The random effects model allows the generalization of findings beyond those included in this meta-analysis [22, 28].”
MethodPatient Adherence and Medical Treatment Outcomes: A Meta-Analysis
Robin DiMatteo, M., Giordani, P. J., Lepper, H. S., & Croghan, T. W. (2002) · Medical Care · doi:10.1097/00005650-200209000-00009 · Cited by 1,490 · 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
Patient-Centered Communication, Ratings of Care, and Concordance of Patient and Physician Race
Cooper, L. A., Roter, D. L., Johnson, R. L., Ford, D. E., Steinwachs, D. M., & Powe, N. R. (2003) · Annals of Internal Medicine · doi:10.7326/0003-4819-139-11-200312020-00009 · Cited by 1,371 · see citing works
The meaning and the measure of health literacy
Baker, D. W. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00540.x · Cited by 1,344 · see citing works
Berkman, N. D., Davis, T. C., & Mccormack, L. A. (2010) · Journal of Health Communication · doi:10.1080/10810730.2010.499985 · Cited by 1,058 · see citing works
Health literacy and knowledge of chronic disease
Gazmararian, J. A., Williams, M. V., Peel, J. L., & Baker, D. W. (2003) · Patient Education and Counseling · doi:10.1016/s0738-3991(02)00239-2 · Cited by 896 · see citing works
Health Literacy and Mortality Among Elderly Persons
Baker, D. W. (2007) · Archives of Internal Medicine · doi:10.1001/archinte.167.14.1503 · Cited by 884 · see citing works
Health Literacy Among Medicare Enrollees in a Managed Care Organization
Gazmararian, J. A. (1999) · JAMA · doi:10.1001/jama.281.6.545 · Cited by 876 · see citing works
Health Literacy: A Prescription To End Confusion
(2005) · PsycEXTRA Dataset · doi:10.1037/e515822006-002 · Cited by 807 · 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
Schillinger, D., Bindman, A. B., Wang, F. M., Stewart, A. L., & Piette, J. D. (2003) · Patient Education and Counseling · doi:10.1016/s0738-3991(03)00107-1 · Cited by 484 · see citing works
Health Beliefs, Disease Severity, and Patient Adherence: A Meta-Analysis
DiMatteo, M. R., Haskard, K. B., & Williams, S. L. (2007) · Medical Care · doi:10.1097/mlr.0b013e318032937e · Cited by 482 · see citing works
The impact of low health literacy on the medical costs of Medicare managed care enrollees
Howard, D. H., Gazmararian, J. A., & Parker, R. M. (2005) · The American Journal of Medicine · doi:10.1016/j.amjmed.2005.01.010 · Cited by 475 · see citing works
Health Literacy and Health Actions: A Review and a Framework From Health Psychology
von Wagner, C., Steptoe, A., Wolf, M. S., & Wardle, J. (2008) · Health Education & Behavior · doi:10.1177/1090198108322819 · Cited by 411 · see citing works
Factors associated with medication refill adherence in cardiovascular-related diseases
Gazmararian, J. A., Kripalani, S. B., Miller, M. J., Echt, K. V., Ren, J., & Rask, K. J. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00591.x · Cited by 351 · see citing works
Impact of Health Literacy on Medication Adherence
Zhang, N. J., Terry, A., & McHorney, C. A. (2014) · Annals of Pharmacotherapy · doi:10.1177/1060028014526562 · Cited by 325 · see citing works
Barriers to Treatment Adherence for Children with Cystic Fibrosis and Asthma: What Gets in the Way?
Modi, A. C., & Quittner, A. L. (2006) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsj096 · Cited by 301 · see citing works
A Definition and Operational Framework for Health Numeracy
Golbeck, A. L., Ahlers‐Schmidt, C. R., Paschal, A. M., & Dismuke, S. E. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.06.012 · Cited by 295 · see citing works
Health Literacy Skills of U.S. Adults
Rudd, R. E. (2007) · American Journal of Health Behavior · doi:10.5993/ajhb.31.s1.3 · Cited by 294 · see citing works
Literacy, self-efficacy, and HIV medication adherence
Wolf, M. S., Davis, T. C., Osborn, C. Y., Skripkauskas, S., Bennett, C. L., & Makoul, G. (2007) · Patient Education and Counseling · doi:10.1016/j.pec.2006.08.006 · Cited by 292 · see citing works
Improving patient adherence: a three-factor model to guide practice
DiMatteo, M. R., Haskard-Zolnierek, K. B., & Martin, L. R. (2012) · Health Psychology Review · doi:10.1080/17437199.2010.537592 · Cited by 288 · see citing works
Depression Treatment Enhances Adherence to Antiretroviral Therapy: a Meta-Analysis
Sin, N. L., & DiMatteo, M. R. (2014) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9559-6 · Cited by 266 · see citing works
Impact of health literacy on longitudinal asthma outcomes
Mancuso, C. A., & Rincon, M. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00528.x · Cited by 250 · see citing works
Use of a modified informed consent process among vulnerable patients
Sudore, R. L., Landefeld, C. S., Williams, B. A., Barnes, D. E., Lindquist, K. J., & Schillinger, D. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00535.x · Cited by 238 · see citing works
Weiss, B., & Palmer, R. F. (2004) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.17.1.44 · Cited by 221 · see citing works
Lindquist, L. A., Go, L., Fleisher, J. E., Jain, N., Friesema, E. M., & Baker, D. W. (2011) · Journal of General Internal Medicine · doi:10.1007/s11606-011-1886-3 · Cited by 179 · see citing works
Health literacy skills of U.S. adults.
Rudd, R. E. (2007) · PubMed · doi:10.5555/ajhb.2007.31.supp.s8 · Cited by 120 · see citing works
Shaw, A., Ibrahim, S., Reid, F., USSHER, M. H., & Rowlands, G. (2008) · Patient Education and Counseling · doi:10.1016/j.pec.2008.09.026 · Cited by 118 · see citing works
Kalichman, S. C., Cherry, J., & Cain, D. N. (2005) · Journal of the Association of Nurses in AIDS Care · doi:10.1016/j.jana.2005.07.001 · Cited by 106 · see citing works
Health literacy, antiretroviral adherence, and HIV-RNA suppression
Paasche-Orlow, M., Cheng, D., Palepu, A., Meli, S., Faber, V., & Samet, J. (2007) · Journal of general internal medicine · doi:10.1111/j.1525-1497.2006.00527.x · Cited by 58 · see citing works
Health Behavior Change and Treatment Adherence
Martin, L. R., Haskard‐Zolnierek, K. B., & DiMatteo, M. R. (2009) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780195380408.001.0001 · Cited by 24 · see citing works
Fry-Bowers, E. K., Maliski, S. L., Lewis, M. A., et al. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2012.12.019 · Cited by 11 · see citing works
Health Behavior Change and Treatment Adherence
(2010) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000392653.64770.4f · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [29]Rosenthal R Rosnow RL Essentials of behavioral research New York, NY The McGraw-Hill Companies 2008
Cited by
Sorted by citations
Lennon, M. J., Lam, B. C. P., Lipnicki, D. M., Crawford, J. D., Peters, R., Schutte, A. E., Brodaty, H., Thalamuthu, A., Rydberg-Sterner, T., Najar, J., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.33353 · Cited by 100 · see citing works
Hyvert, S., Yailian, A.-L., Haesebaert, J., Vignot, E., Chapurlat, R., Dussart, C., De Freminville, H., & Janoly-Dumenil, A. (2023) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-022-01470-z · Cited by 102 · see citing works
Shao, Y., Hu, H., Liang, Y., Hong, Y., Yu, Y., Liu, C., & Xu, Y. (2023) · Patient Education and Counseling · doi:10.1016/j.pec.2023.107829 · Cited by 91 · see citing works
Chan, J. K. Y., & Vartanian, L. R. (2024) · Obesity Science & Practice · doi:10.1002/osp4.741 · Cited by 22 · see citing works
Choosing not to follow rules that will reduce the spread of COVID-19
Stapleton, A. (2020) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2020.07.002 · Cited by 20 · see citing works
- Authors
- Miller, T. A.
- Affiliations
- University of California, Riverside (US)
- Corresponding author
- Miller, Tricia A.
- Venue
- Patient Education and Counseling
- Publisher
- Elsevier BV
- Published
- 2016-07
- Volume
- 99
- Issue
- 7
- Pages
- 1079-1086
- ISSN
- 0738-3991 (ISSN-L)
- PMC
- PMC4912447
- OpenAlex
- W2264220972
- Cited by
- 662
- References
- 42
- Citations by year
- 2026: 68 · 2025: 88 · 2024: 83 · 2023: 96 · 2022: 83 · 2021: 77 · 2020: 59 · 2019: 48 · 2018: 30 · 2017: 22 · 2016: 8
- FWCI
- 6.87
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Patient Education and Counseling (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NIH (5R03AG27552-02)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Health Sciences › Medicine › Family Practice › Medication Adherence and Compliance
- Health Sciences › Health Professions › General Health Professions › Patient-Provider Communication in Healthcare
- Keywords
- health literacy, medication adherence, health literacy interventions, chronic disease, acute illness, cardiovascular disease, low-income patients, vulnerable patients
- MeSH terms
- Acute Disease, Cardiovascular Diseases, Chronic Disease, Humans, Patient Compliance, Patient Education as Topic, Outcome Assessment, Health Care, Health Literacy
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