Skip to main content
Top
Published in: Journal of General Internal Medicine 9/2011

Open Access 01-09-2011 | Original Research

Relationship Between Literacy, Knowledge, Self-Care Behaviors, and Heart Failure-Related Quality of Life Among Patients With Heart Failure

Authors: Aurelia Macabasco-O’Connell, PhD, RN, ACNP, Darren A. DeWalt, MD, MPH, Kimberly A. Broucksou, MSW, MPA, Victoria Hawk, MPH, RD, LDN, David W. Baker, MD, MPH, Dean Schillinger, MD, Bernice Ruo, MD, MAS, Kirsten Bibbins-Domingo, PhD, MD, George M. Holmes, PhD, Brian Erman, BA, MS, Morris Weinberger, PhD, Michael Pignone, MD, MPH

Published in: Journal of General Internal Medicine | Issue 9/2011

Login to get access

ABSTRACT

BACKGROUND

We sought to examine the relationship between literacy and heart failure-related quality of life (HFQOL), and to explore whether literacy-related differences in knowledge, self-efficacy and/or self-care behavior explained the relationship.

METHODS

We recruited patients with symptomatic heart failure (HF) from four academic medical centers. Patients completed the short version of the Test of Functional Health Literacy in Adults (TOFHLA) and questions on HF-related knowledge, HF-related self-efficacy, and self-care behaviors. We assessed HFQOL with the Heart Failure Symptom Scale (HFSS) (range 0–100), with higher scores denoting better quality of life. We used bivariate (t-tests and chi-square) and multivariate linear regression analyses to estimate the associations between literacy and HF knowledge, self-efficacy, self-care behaviors, and HFQOL, controlling for demographic characteristics. Structural equation modeling was conducted to assess whether general HF knowledge, salt knowledge, self-care behaviors, and self-efficacy mediated the relationship between literacy and HFQOL.

RESULTS

We enrolled 605 patients with mean age of 60.7 years; 52% were male; 38% were African-American and 16% Latino; 26% had less than a high school education; and 67% had annual incomes under $25,000. Overall, 37% had low literacy (marginal or inadequate on TOFHLA). Patients with adequate literacy had higher general HF knowledge than those with low literacy (mean 6.6 vs. 5.5, adjusted difference 0.63, p < 0.01), higher self-efficacy (5.0 vs. 4.1 ,adjusted difference 0.99, p < 0.01), and higher prevalence of key self-care behaviors (p < 0.001). Those with adequate literacy had better HFQOL scores compared to those with low literacy (63.9 vs. 55.4, adjusted difference 7.20, p < 0.01), but differences in knowledge, self-efficacy, and self-care did not mediate this difference in HFQOL.

CONCLUSION

Low literacy was associated with worse HFQOL and lower HF-related knowledge, self-efficacy, and self-care behaviors, but differences in knowledge, self-efficacy and self-care did not explain the relationship between low literacy and worse HFQOL.
Literature
2.
go back to reference Kirsch IJA, Jenkins L, Kolstat A. Adult Literacy in America: A First Look at the Findings of the National Adult Literacy Survey. 3rd ed. Washington, DC: National Center for Education, US Department of Education; 2002. Kirsch IJA, Jenkins L, Kolstat A. Adult Literacy in America: A First Look at the Findings of the National Adult Literacy Survey. 3rd ed. Washington, DC: National Center for Education, US Department of Education; 2002.
3.
go back to reference Williams M, Baker D, Parker R, et al. Relationship of functional health literacy to patients' knowledge of their chronic disease: A study of patients with hypertension and diabetes. Arch Intern Med. 1998;158:166–172.PubMedCrossRef Williams M, Baker D, Parker R, et al. Relationship of functional health literacy to patients' knowledge of their chronic disease: A study of patients with hypertension and diabetes. Arch Intern Med. 1998;158:166–172.PubMedCrossRef
5.
go back to reference Scott T, Gazmararian J, Williams M, et al. Health literacy and preventive health care use among Medicare enrollees in a managed care organization. Med Care. 2002;40:395–404.PubMedCrossRef Scott T, Gazmararian J, Williams M, et al. Health literacy and preventive health care use among Medicare enrollees in a managed care organization. Med Care. 2002;40:395–404.PubMedCrossRef
6.
go back to reference Baker DW, Parker RM, Williams MV, et al. Health literacy and the risk of hospital admission. J Gen Intern Med. 1998;13:791–798.PubMedCrossRef Baker DW, Parker RM, Williams MV, et al. Health literacy and the risk of hospital admission. J Gen Intern Med. 1998;13:791–798.PubMedCrossRef
8.
go back to reference Sudore R, Yaffe K, Satterfield S, et al. Limited literacy is associated with mortality in the elderly: the health, aging, and body composition study. J Gen Intern Med. 2006;21:806–812.PubMedCrossRef Sudore R, Yaffe K, Satterfield S, et al. Limited literacy is associated with mortality in the elderly: the health, aging, and body composition study. J Gen Intern Med. 2006;21:806–812.PubMedCrossRef
9.
go back to reference Baker D, Wolf M, Feinglass J, et al. Health literacy and mortality among elderly persons. Arch Intern Med. 2007;167:1503–1509.PubMedCrossRef Baker D, Wolf M, Feinglass J, et al. Health literacy and mortality among elderly persons. Arch Intern Med. 2007;167:1503–1509.PubMedCrossRef
10.
go back to reference Baker DW, Parker RM, Williams MV, et al. The relationship of patient reading ability to self-reported health and use of health services. Am J Public Health. 1997;87:1027–1030.PubMedCrossRef Baker DW, Parker RM, Williams MV, et al. The relationship of patient reading ability to self-reported health and use of health services. Am J Public Health. 1997;87:1027–1030.PubMedCrossRef
11.
go back to reference Baker D, Gazmararian J, Williams M, et al. Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. Am J Public Health. 2002;92:1278–1283.PubMedCrossRef Baker D, Gazmararian J, Williams M, et al. Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. Am J Public Health. 2002;92:1278–1283.PubMedCrossRef
12.
go back to reference DeWalt DA, Boone RS. Pignone MP Literacy and its relationship with self-efficacy, trust, and participation in medical decision making. Am J Health Behav. 2007;31(Suppl 1):S27–35.PubMed DeWalt DA, Boone RS. Pignone MP Literacy and its relationship with self-efficacy, trust, and participation in medical decision making. Am J Health Behav. 2007;31(Suppl 1):S27–35.PubMed
13.
go back to reference Wolf MS, Davis TC, Osborn CY, et al. Literacy, self-efficacy, and HIV medication adherence. Patient Educ Couns. 2007;65:253–260.PubMedCrossRef Wolf MS, Davis TC, Osborn CY, et al. Literacy, self-efficacy, and HIV medication adherence. Patient Educ Couns. 2007;65:253–260.PubMedCrossRef
15.
go back to reference Dewalt D, Malone R, Bryant M, et al. A heart failure self-management program for patients of all literacy levels: A randomized, controlled trial [ISRCTN11535170]. BMC Health Serv Res. 2006;6:30.PubMedCrossRef Dewalt D, Malone R, Bryant M, et al. A heart failure self-management program for patients of all literacy levels: A randomized, controlled trial [ISRCTN11535170]. BMC Health Serv Res. 2006;6:30.PubMedCrossRef
16.
go back to reference Laramee A, Morris N. Littenberg B Relationship of literacy and heart failure in adults with diabetes. BMC Health Serv Res. 2007;7:98.PubMedCrossRef Laramee A, Morris N. Littenberg B Relationship of literacy and heart failure in adults with diabetes. BMC Health Serv Res. 2007;7:98.PubMedCrossRef
17.
go back to reference Gazmararian JA, Williams MV, Peel J, et al. Health literacy and knowledge of chronic disease. Patient Educ Couns. 2003;51:267–275.PubMedCrossRef Gazmararian JA, Williams MV, Peel J, et al. Health literacy and knowledge of chronic disease. Patient Educ Couns. 2003;51:267–275.PubMedCrossRef
18.
go back to reference DeWalt D, Broucksou K, Hawk V, et al. Comparison of a one-time educational intervention to a teach-to-goal educational intervention for self-management of heart failure: design of a randomized controlled trial. BMC Health Serv Res. 2009;9:99.PubMedCrossRef DeWalt D, Broucksou K, Hawk V, et al. Comparison of a one-time educational intervention to a teach-to-goal educational intervention for self-management of heart failure: design of a randomized controlled trial. BMC Health Serv Res. 2009;9:99.PubMedCrossRef
19.
go back to reference Zuccala G, Pedone C, Cesari M, et al. The effects of cognitive impairment on mortality among hospitalized patients with heart failure. Am J Med. 2003;115:97–103.PubMedCrossRef Zuccala G, Pedone C, Cesari M, et al. The effects of cognitive impairment on mortality among hospitalized patients with heart failure. Am J Med. 2003;115:97–103.PubMedCrossRef
20.
go back to reference Singh-Manoux A, Adler NE. Marmot MG subjective social status: its determinants and its association with measures of ill-health in the Whitehall II study. Soc Sci Med. 2003;56:1321–1333.PubMedCrossRef Singh-Manoux A, Adler NE. Marmot MG subjective social status: its determinants and its association with measures of ill-health in the Whitehall II study. Soc Sci Med. 2003;56:1321–1333.PubMedCrossRef
22.
go back to reference Hunt SA, Abraham WT, Chin MH, et al. ACC/AHA 2005 Guideline update for the diagnosis and management of chronic heart failure in the adult: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Writing Committee to Update the 2001 Guidelines for the Evaluation and Management of Heart Failure): Developed in collaboration with the American College of Chest Physicians and the International Society for Heart and Lung Transplantation: Endorsed by the Heart Rhythm Society.2005; e154-235. Hunt SA, Abraham WT, Chin MH, et al. ACC/AHA 2005 Guideline update for the diagnosis and management of chronic heart failure in the adult: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Writing Committee to Update the 2001 Guidelines for the Evaluation and Management of Heart Failure): Developed in collaboration with the American College of Chest Physicians and the International Society for Heart and Lung Transplantation: Endorsed by the Heart Rhythm Society.2005; e154-235.
23.
go back to reference Parker RM, Baker DW, Williams MV, et al. The test of functional health literacy in adults: a new instrument for measuring patients' literacy skills. J Gen Intern Med. 1995;10:537–541.PubMedCrossRef Parker RM, Baker DW, Williams MV, et al. The test of functional health literacy in adults: a new instrument for measuring patients' literacy skills. J Gen Intern Med. 1995;10:537–541.PubMedCrossRef
24.
go back to reference Baker DW, Williams MV, Parker RM, et al. Development of a brief test to measure functional health literacy. Patient Educ Couns. 1999;38:33–42.PubMedCrossRef Baker DW, Williams MV, Parker RM, et al. Development of a brief test to measure functional health literacy. Patient Educ Couns. 1999;38:33–42.PubMedCrossRef
26.
go back to reference Harrison MB, Browne GB, Roberts J, et al. Quality of life of individuals with heart failure: a randomized trial of the effectiveness of two models of hospital-to-home transition. Med Care. 2002;40:271–282.PubMedCrossRef Harrison MB, Browne GB, Roberts J, et al. Quality of life of individuals with heart failure: a randomized trial of the effectiveness of two models of hospital-to-home transition. Med Care. 2002;40:271–282.PubMedCrossRef
27.
go back to reference Kasper EK, Gerstenblith G, Hefter G, et al. A randomized trial of the efficacy of multidisciplinary care in heart failure outpatients at high risk of hospital readmission. J Am Coll Cardiol. 2002;39:471–480.PubMedCrossRef Kasper EK, Gerstenblith G, Hefter G, et al. A randomized trial of the efficacy of multidisciplinary care in heart failure outpatients at high risk of hospital readmission. J Am Coll Cardiol. 2002;39:471–480.PubMedCrossRef
30.
go back to reference Goldberg LR, Piette JD, Walsh MN, et al. Randomized trial of a daily electronic home monitoring system in patients with advanced heart failure: the Weight Monitoring in Heart Failure (WHARF) trial. Am Heart J. 2003;146:705–712.PubMedCrossRef Goldberg LR, Piette JD, Walsh MN, et al. Randomized trial of a daily electronic home monitoring system in patients with advanced heart failure: the Weight Monitoring in Heart Failure (WHARF) trial. Am Heart J. 2003;146:705–712.PubMedCrossRef
31.
go back to reference Baker DW, Brown J, Chan KS, et al. A telephone survey to measure communication, education, self-management, and health status for patients with heart failure: the Improving Chronic Illness Care Evaluation (ICICE). J Card Fail. 2005;11:36–42.PubMedCrossRef Baker DW, Brown J, Chan KS, et al. A telephone survey to measure communication, education, self-management, and health status for patients with heart failure: the Improving Chronic Illness Care Evaluation (ICICE). J Card Fail. 2005;11:36–42.PubMedCrossRef
33.
go back to reference Osborn CY, Cavanaugh K, Wallston KA, et al. Self-efficacy links health literacy and numeracy to Glycemic Control. J Health Commun: Int Perspect. 15:146–158. Osborn CY, Cavanaugh K, Wallston KA, et al. Self-efficacy links health literacy and numeracy to Glycemic Control. J Health Commun: Int Perspect. 15:146–158.
34.
go back to reference Cho YI, Lee S-YD, Arozullah AM, et al. Effects of health literacy on health status and health service utilization amongst the elderly. Soc Sci Med. 2008;66:1809–1816.PubMedCrossRef Cho YI, Lee S-YD, Arozullah AM, et al. Effects of health literacy on health status and health service utilization amongst the elderly. Soc Sci Med. 2008;66:1809–1816.PubMedCrossRef
35.
go back to reference Pignone MP, DeWalt DA. Literacy and health outcomes: is adherence the missing link? J Gen Intern Med. 2006;21:896–897.PubMedCrossRef Pignone MP, DeWalt DA. Literacy and health outcomes: is adherence the missing link? J Gen Intern Med. 2006;21:896–897.PubMedCrossRef
36.
go back to reference Olsson UH, Foss T, Troye SV, et al. The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality. Struct Equ Modeling: A Multidisciplinary Journal. 2000;7:557–595.CrossRef Olsson UH, Foss T, Troye SV, et al. The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality. Struct Equ Modeling: A Multidisciplinary Journal. 2000;7:557–595.CrossRef
38.
go back to reference Nokes KM, Coleman CL, Cashen M, et al. Health literacy and health outcomes in HIV seropositive persons. Res Nurs Health. 2007;30:620–627.PubMedCrossRef Nokes KM, Coleman CL, Cashen M, et al. Health literacy and health outcomes in HIV seropositive persons. Res Nurs Health. 2007;30:620–627.PubMedCrossRef
39.
go back to reference Mancuso CA, Rincon M. Impact of health literacy on longitudinal asthma outcomes. J Gen Intern Med. 2006;21:813–817.PubMedCrossRef Mancuso CA, Rincon M. Impact of health literacy on longitudinal asthma outcomes. J Gen Intern Med. 2006;21:813–817.PubMedCrossRef
40.
go back to reference Lincoln A, Paasche-Orlow MK, Cheng DM, Lloyd-Travaglini C, Caruso C, Saitz R, Samet H. Impact of health literacy on depressive symptoms and mental health-related: quality of life among adults with addiction. J Gen Intern Med. 2006;21:818–822.PubMedCrossRef Lincoln A, Paasche-Orlow MK, Cheng DM, Lloyd-Travaglini C, Caruso C, Saitz R, Samet H. Impact of health literacy on depressive symptoms and mental health-related: quality of life among adults with addiction. J Gen Intern Med. 2006;21:818–822.PubMedCrossRef
41.
go back to reference Roth MT. Ivey JL Self-reported medication use in community-residing older adults: A pilot study. Am J Geriatr Pharmacother. 2005;3:196–204.PubMedCrossRef Roth MT. Ivey JL Self-reported medication use in community-residing older adults: A pilot study. Am J Geriatr Pharmacother. 2005;3:196–204.PubMedCrossRef
42.
go back to reference Bennett IM, Culhane JF, McCollum KF, Matthew L, Elo IT. Literacy and depressive symptomatology among pregnant Latinas with limited English proficiency. Am J Orthopsychiatr. 2007;77:243–248.CrossRef Bennett IM, Culhane JF, McCollum KF, Matthew L, Elo IT. Literacy and depressive symptomatology among pregnant Latinas with limited English proficiency. Am J Orthopsychiatr. 2007;77:243–248.CrossRef
43.
go back to reference Hahn EA, Cella D, Dobrez DG, et al. The impact of literacy on health-related quality of life measurement and outcomes in cancer outpatients. Qual Life Res. 2007;16:495–507.PubMedCrossRef Hahn EA, Cella D, Dobrez DG, et al. The impact of literacy on health-related quality of life measurement and outcomes in cancer outpatients. Qual Life Res. 2007;16:495–507.PubMedCrossRef
44.
go back to reference Vinson J, Rich M, Sperry J, et al. Early readmission of elderly patients with congestive heart failure. J Am Geriat Soc. 1990;38:1290–1295.PubMed Vinson J, Rich M, Sperry J, et al. Early readmission of elderly patients with congestive heart failure. J Am Geriat Soc. 1990;38:1290–1295.PubMed
45.
go back to reference Rogers A, Addington-Hall J, Abery A, et al. Knowledge and communication difficulties for patients with chronic heart failure: Qualitative study. Brit Med J. 2000;321:605–607.PubMedCrossRef Rogers A, Addington-Hall J, Abery A, et al. Knowledge and communication difficulties for patients with chronic heart failure: Qualitative study. Brit Med J. 2000;321:605–607.PubMedCrossRef
46.
go back to reference Paasche-Orlow MK. Wolf MS The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(Suppl1):S19–26.PubMed Paasche-Orlow MK. Wolf MS The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(Suppl1):S19–26.PubMed
Metadata
Title
Relationship Between Literacy, Knowledge, Self-Care Behaviors, and Heart Failure-Related Quality of Life Among Patients With Heart Failure
Authors
Aurelia Macabasco-O’Connell, PhD, RN, ACNP
Darren A. DeWalt, MD, MPH
Kimberly A. Broucksou, MSW, MPA
Victoria Hawk, MPH, RD, LDN
David W. Baker, MD, MPH
Dean Schillinger, MD
Bernice Ruo, MD, MAS
Kirsten Bibbins-Domingo, PhD, MD
George M. Holmes, PhD
Brian Erman, BA, MS
Morris Weinberger, PhD
Michael Pignone, MD, MPH
Publication date
01-09-2011
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 9/2011
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-011-1668-y

Other articles of this Issue 9/2011

Journal of General Internal Medicine 9/2011 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine