Health Literacy but Not Frailty Predict Self-Care Behaviors in Patients with Heart Failure
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measurements
2.2.1. Socio-Demographic and Clinical Characteristics
2.2.2. Health Literacy
2.2.3. Frailty
2.2.4. Self-Care Behaviors
2.3. Data Collection and Ethical Considerations
2.4. Data Analysis
3. Results
3.1. Socio-Demographic and Clinical Characteristics
3.2. Differences in Health Literacy by Socio-Demographic and Clinical Characteristics
3.3. The Levels and Correlations among Health Literacy, Frailty, and Self-Care Behaviors
3.4. Hierarchical Linear Regression Models for Determinants of Self-Care Behaviors
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Go, A.S.; Mozaffarian, D.; Roger, V.L.; Benjamin, E.J.; Berry, J.D.; Borden, W.B.; Bravata, D.M.; Dai, S.; Ford, E.S.; Fox, C.S.; et al. Executive summary: Heart disease and stroke statistics—2013 update: A report from the American Heart Association. Circulation 2013, 127, 143–152. [Google Scholar] [CrossRef] [PubMed]
- Kim, M.-S.; Lee, J.-H.; Kim, E.J.; Park, D.-G.; Park, S.-J.; Park, J.J.; Shin, M.-S.; Yoo, B.S.; Youn, J.-C.; Lee, S.E.; et al. Korean guidelines for diagnosis and management of chronic heart failure. Korean Circ. J. 2017, 47, 555–643. [Google Scholar] [CrossRef] [PubMed]
- Haykowsky, M.J.; Daniel, K.M.; Bhella, P.S.; Sarma, S.; Kitzman, D.W. Heart failure: Exercise-based cardiac rehabilitation: Who, when, and how intense? Can. J. Cardiol. 2016, 32, 382–387. [Google Scholar] [CrossRef] [PubMed]
- Wan, T.T.H.; Terry, A.; Cobb, E.; McKee, B.; Tregerman, R.; Barbaro, S.D.S. Strategies to modify the risk of heart failure readmission: A systematic review and meta analysis. Health Serv. Res. Manag. Epidemiol. 2017, 4, 1–16. [Google Scholar] [CrossRef] [PubMed]
- Whitaker-Brown, C.D.; Woods, S.J.; Cornelius, J.B.; Southard, E.; Gulati, S.K. Improving quality of life and decreasing readmissions in heart failure patients in a multidisciplinary transition to care clinic. Heart Lung 2017, 46, 79–84. [Google Scholar] [CrossRef] [PubMed]
- Lee, J.H.; Lim, N.K.; Cho, M.C.; Park, H.Y. Epidemiology of heart failure in Korea: Present and future. Korean Circ. J. 2016, 46, 658–664. [Google Scholar] [CrossRef] [PubMed]
- Cajita, M.I.; Cajita, T.R.; Han, H.R. Health literacy and heart failure: A systematic review. J. Cardiovasc. Nurs. 2016, 31, 121–130. [Google Scholar] [CrossRef] [PubMed]
- Li, C.C.; Shun, S.C. Understanding self care coping styles in patients with chronic heart failure: A systematic review. Eur. J. Cardiovasc. Nurs. 2016, 15, 12–19. [Google Scholar] [CrossRef] [PubMed]
- Ruppar, T.M.; Delgado, J.M.; Temple, J. Medication adherence interventions for heart failure patients: A meta-analysis. Eur. J. Cardiovasc. Nurs. 2015, 14, 395–404. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jaarsma, T.; Jan Cameron, J.; Riegel, B.; Stromberg, A. Factors related to self-care in heart failure patients according to the middle-range theory of self-care of chronic illness: A Literature update. Curr. Heart Fail. Rep. 2017, 14, 71–77. [Google Scholar] [CrossRef] [PubMed]
- Riegel, B.; Dickson, V.V.; Faulkner, K.M. The situation-specific theory of heart failure self-care: Revised and updated. J. Cardiovasc. Nurs. 2016, 31, 226–235. [Google Scholar] [CrossRef] [PubMed]
- Sedlar, N.; Lainscak, M.; Mårtensson, J.; Strömberg, A.; Jaarsma, T.; Farkas, J. Factors related to self-care behaviours in heart failure: A systematic review of European Heart Failure Self-Care Behaviour Scale studies. Eur. J. Cardiovasc. Nurs. 2017, 16, 272–282. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jonkman, N.H.; Westland, H.; Groenwold, R.H.; Ågren, S.; Atienza, F.; Blue, L.; Bruggink-André de la Porte, P.W.; DeWalt, D.A.; Hebert, P.L.; Heisler, M.; et al. Do self-management interventions work in patients with heart failure? An individual patient data meta-analysis. Circulation 2016, 133, 1189–1198. [Google Scholar] [CrossRef] [PubMed]
- Macabasco-O’Connell, A.; DeWalt, D.A.; Broucksou, K.A.; Hawk, V.; Baker, D.W.; Schillinger, D.; Ruo, B.; Bibbins-Domingo, K.; Holmes, G.M.; Erman, B.; et al. Relationship between literacy, knowledge, self-care behaviors, and heart failure-related quality of life among patients with heart failure. J. Gen. Intern. Med. 2011, 26, 979–986. [Google Scholar] [CrossRef] [PubMed]
- Matsuoka, S.; Tsuchihashi-Makaya, M.; Kayane, T.; Yamada, M.; Wakabayashi, R.; Kato, N.P.; Yazawa, M. Health literacy is independently associated with self-care behavior in patients with heart failure. Patient Educ. Couns. 2016, 99, 1026–1032. [Google Scholar] [CrossRef] [PubMed]
- Institute of Medicine. Health Literacy: A Prescription to End Confusion; National Academy of Sciences: Washington, DC, USA, 2004; ISBN 0-309-09117-9. [Google Scholar]
- Evangelista, L.S.; Rasmusson, K.D.; Laramee, A.S.; Barr, J.; Ammon, S.E.; Dunbar, S.; Ziesche, S.; Patterson, J.H.; Yancy, C.W. Health literacy and the patient with heart failure—Implications for patient care and research: A consensus statement of the Heart Failure Society of America. J. Cardiac Fail. 2010, 16, 9–16. [Google Scholar] [CrossRef] [PubMed]
- Jeong, S.H.; Kim, H.K. Health literacy and barriers to health information seeking: A nationwide survey in South Korea. Patient Educ. Couns. 2016, 99, 1880–1887. [Google Scholar] [CrossRef] [PubMed]
- Song, X.; Mitnitski, A.; Rockwood, K. Prevalence and 10-year outcomes of frailty in older adults in relation to deficit accumulation. J. Am. Geriatr. Soc. 2010, 58, 681–687. [Google Scholar] [CrossRef] [PubMed]
- Rodríguez-Pascual, C.; Paredes-Galán, E.; Ferrero-Martínez, A.I.; Gonzalez-Guerrero, J.L.; Hornillos-Calvo, M.; Menendez-Colino, R.; Torres-Torres, I.; Vilches-Moraga, A.; Galán, M.C.; Suarez-Garcia, F.; et al. The frailty syndrome is associated with adverse health outcomes in very old patients with stable heart failure: A prospective study in six Spanish hospitals. Int. J. Cardiol. 2017, 236, 296–303. [Google Scholar] [CrossRef] [PubMed]
- Uchmanowicz, I.; Wleklik, M.; Gobbens, R.J. Frailty syndrome and self-care ability in elderly patients with heart failure. Clin. Interv. Aging 2015, 10, 871–877. [Google Scholar] [CrossRef] [PubMed]
- Cramm, J.M.; Twisk, J.; Nieboer, A.P. Self-management abilities and frailty are important for healthy aging among community-dwelling older people; a cross-sectional study. BMC Geriatr. 2014, 14, 28. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Faul, F.; Erdfelder, E.; Buchner, A.; Lang, A.G. Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behav. Res. Methods 2009, 41, 1149–1160. [Google Scholar] [CrossRef] [PubMed]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences; Routledge Academic: New York, NY, USA, 1988; ISBN 0-8058-0283-5. [Google Scholar]
- Chew, L.D.; Bradley, K.A.; Boyko, E.J. Brief questions to identify patients with inadequate health literacy. Fam. Med. 2004, 36, 588–594. [Google Scholar] [PubMed]
- Son, Y.J.; Song, E.K. Impact of health literacy on disease-related knowledge and adherence to self-care in patients with hypertension. J. Korean Acad. Fundam. Nurs. 2012, 19, 6–15. [Google Scholar] [CrossRef]
- Jung, H.W.; Yoo, H.J.; Park, S.Y.; Kim, S.W.; Choi, J.Y.; Yoon, S.J.; Kim, C.H.; Kim, K.I. The Korean version of the FRAIL scale: Clinical feasibility and validity of assessing the frailty status of Korean elderly. Korean J. Intern. Med. 2016, 31, 594–600. [Google Scholar] [CrossRef] [PubMed]
- Morley, J.E.; Malmstrom, T.K.; Miller, D.K. A simple frailty questionnaire (FRAIL) predicts outcomes in middle aged African Americans. J. Nutr. Health Aging 2012, 16, 601–608. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Son, Y.-J.; Kim, S.-H.; Kim, S.H.; Song, E.K. The influences of cognitive function on adherence to self care in elderly patients with heart failure. Korean J. Health Promot. 2010, 10, 61–70. [Google Scholar]
- Jaarsma, T.; Arrested, K.F.; Martensson, J.; Dracup, K.; Stromberg, A. The European heart failure self-care behaviour scale revised into a nine-item scale (EHFScB-9). Eur. J. Heart Fail. 2009, 11, 99–105. [Google Scholar] [CrossRef] [PubMed]
- Son, Y.-J.; Yu, H.Y. Influence of health literacy on HRQoL in patients after PCI. West. J. Nurs. Res. 2016, 38, 1611–1626. [Google Scholar] [CrossRef] [PubMed]
- Chakkalakal, R.J.; Venkatraman, S.; White, R.O.; Kripalani, S.; Rothman, R.; Wallston, K. Validating health literacy and numeracy measures in minority groups. Health Lit. Res. Pract. 2017, 1, e23–e30. [Google Scholar] [CrossRef] [PubMed]
- Wolf, M.S.; Gazmararian, J.A.; Baker, D.W. Health literacy and functional health status among older adults. Arch. Intern. Med. 2005, 165, 1946–1952. [Google Scholar] [CrossRef] [PubMed]
- Denfeld, Q.E.; Winters-Stone, K.; Mudd, J.O.; Gelow, J.M.; Kurdi, S.; Lee, C.S. The prevalence of frailty in heart failure: A systematic review and meta-analysis. Int. J. Cardiol. 2017, 236, 283–289. [Google Scholar] [CrossRef] [PubMed]
- Chen, A.M.; Yehle, K.S.; Plake, K.S.; Murawski, M.M.; Mason, H.L. Health literacy and self-care of patients with heart failure. J. Cardiovasc. Nurs. 2011, 26, 446–451. [Google Scholar] [CrossRef] [PubMed]
- Clark, A.M.; Wiens, K.S.; Banner, D.; Kryworuchko, J.; Thirsk, L.; McLean, L.; Currie, K. A systematic review of the main mechanisms of heart failure disease management interventions. Heart 2016, 102, 707–711. [Google Scholar] [CrossRef] [PubMed]
- Granger, B.B.; Sandelowski, M.; Tahshjain, H.; Swedberg, K.; Ekman, I. A qualitative descriptive study of the work of adherence to a chronic heart failure regimen: Patient and physician perspectives. J. Cardiovasc. Nurs. 2009, 24, 308–315. [Google Scholar] [CrossRef] [PubMed]
- Van der Wal, M.H.; Jaarsma, T.; Moser, D.K.; van Gilst, W.H.; van Veldhuisen, D.J. Qualitative examination of compliance in heart failure patients in The Netherlands. Heart Lung 2010, 39, 121–130. [Google Scholar] [CrossRef] [PubMed]
- Lee, S.E.; Cho, H.J.; Lee, H.Y.; Yang, H.M.; Choi, J.O.; Jeon, E.S.; Kim, M.S.; Kim, J.J.; Hwang, K.K.; Chae, S.C.; et al. A multicentre cohort study of acute heart failure syndromes in Korea: Rationale, design, and interim observations of the Korean Acute Heart Failure (KorAHF) registry. Eur. J. Heart Fail. 2014, 16, 700–708. [Google Scholar] [CrossRef] [PubMed]
- Son, Y.-J.; Seo, E.J. Depressive symptoms and physical frailty in older adults with chronic heart failure: A cross-sectional study. Res. Gerontol. Nurs. 2018, 11, 160–168. [Google Scholar] [CrossRef] [PubMed]
Characteristics | n (%) | Health Literacy | ||
---|---|---|---|---|
Mean ± SD | t/F | p | ||
Age (years) * | ||||
<60 a | 108 (37.4) | 10.81 ± 2.24 | 30.45 | <0.001 |
60–69 b | 100 (34.6) | 10.27 ± 2.70 | a,b > c | |
≥70 c | 81 (28.0) | 7.58 ± 3.54 | ||
Gender | ||||
Men | 171 (60.9) | 9.44 ± 3.15 | 3.35 | <0.001 |
Women | 110 (39.1) | 8.05 ± 3.71 | ||
Educational level * | ||||
Below elementary school a | 110 (39.1) | 7.24 ± 3.42 | 26.09 | <0.001 |
Middle school b | 64 (22.8) | 9.41 ± 3.21 | a < b,c | |
Above high school c | 107 (38.1) | 10.29 ± 2.85 | ||
Living arrangement | ||||
Alone | 57 (20.3) | 8.33 ± 3.25 | 1.05 | 0.353 |
With spouse only | 136 (48.4) | 9.12 ± 3.38 | ||
With family | 88 (31.3) | 8.90 ± 3.44 | ||
Employment statue | ||||
No | 189 (67.3) | 8.01 ± 3.54 | 7.66 | <0.001 |
Yes | 92 (32.7) | 10.73 ± 2.35 | ||
Monthly income (KRW) | ||||
<1,000,000 | 193 (68.7) | 8.01 ± 3.55 | −8.30 | <0.001 |
≥1,000,000 | 88 (31.3) | 10.85 ± 2.14 |
Characteristics | n (%) | Health Literacy | ||
---|---|---|---|---|
Mean ± SD | t or F | p | ||
NYHA class * | ||||
I a | 170 (60.5) | 9.86 ± 2.95 | 19.34 | <0.001 |
II b | 86 (30.6) | 7.29 ± 3.47 | a > b,c | |
III c | 25 (8.9) | 7.88 ± 3.86 | ||
Duration of heart failure (years) | ||||
1–2 | 140 (49.8) | 8.97 ± 3.43 | 0.74 | 0.478 |
3–4 | 66 (23.5) | 9.18 ± 3.41 | ||
≥5 | 75 (26.7) | 8.51 ± 3.50 | ||
Comorbidity | ||||
Hypertension, yes | 128 (45.6) | 9.16 ± 3.42 | 1.19 | 0.234 |
Diabetes, yes | 92 (32.7) | 8.96 ± 3.37 | 0.20 | 0.840 |
Coronary artery disease, yes | 90 (32.0) | 9.19 ± 3.47 | 0.97 | 0.330 |
Atrial fibrillation, yes | 87 (31.0) | 8.73 ± 3.52 | −0.53 | 0.600 |
LVEF (%) | ||||
≤40 | 42 (14.9) | 9.02 ± 2.78 | 0.22 | 0.804 |
41–49 | 31 (11.0) | 9.22 ± 3.48 | ||
≥50 | 208 (74.0) | 8.82 ± 3.56 | ||
Prescribed medication | ||||
ACEI, yes | 20 (7.1) | 9.50 ± 3.66 | 0.81 | 0.417 |
ARB, yes | 119 (42.3) | 8.94 ± 3.50 | 0.19 | 0.853 |
CCB, yes | 16 (5.7) | 8.13 ± 3.84 | −0.92 | 0.357 |
Beta blocker, yes | 173 (61.6) | 8.92 ± 3.28 | 0.10 | 0.919 |
Diuretics, yes | 101 (35.9) | 8.24 ± 3.51 | −2.39 | 0.019 |
Variables (Number of Items) | Min–Max | Mean ± SD or n (%) | Health Literacy | Frailty |
---|---|---|---|---|
r (p) | r (p) | |||
Self-care behaviors (9) | 14–44 | 31.49 ± 5.38 | 0.34 (<0.001) | −0.32 (<0.001) |
Health literacy (3) | 0–12 | 8.89 ± 3.44 | −0.46 (<0.001) | |
Adequate | 11–12 | 127 (45.2) | ||
Marginal | 7–10 | 81 (28.8) | ||
Inadequate | 0–6 | 73 (26.0) | ||
Frailty (5) | 0–4 | 1.65 ± 1.14 | ||
Robust | 0 | 43 (15.3) | ||
Pre-frail | 1–2 | 164 (58.4) | ||
Frail | 3–5 | 74 (26.3) |
Predictors | Model 1 | Model 2 | ||||
---|---|---|---|---|---|---|
β | t (p) | 95% CI | β | t (p) | 95% CI | |
Age | −0.174 | −2.407 (0.017) | −0.155 to −0.015 | −0.140 | −1.888 (0.060) | −0.139 to 0.003 |
Gender (1 = men) | 0.014 | 1.705 (0.089) | −0.177 to 2.464 | 0.112 | 1.844 (0.066) | −0.083 to 2.539 |
Educational level (1 = above middle school) | 0.226 | 3.271 (0.001) | 0.551 to 2.217 | 0.195 | 2.805 (0.005) | 0.356 to 2.034 |
Employment status (1 = yes) | 0.176 | 1.165 (0.245) | −1.395 to 5.436 | 0.185 | 1.233 (0.219) | −1.267 to 5.509 |
Monthly income (1 = ≥1,000,000 KRW) | 0.279 | 1.779 (0.076) | −0.344 to 6.808 | 0.265 | 1.705 (0.089) | −0.476 to 6.629 |
NYHA (1 = II − III) | −0.160 | −2.839 (0.005) | −2.231 to −0.404 | −0.112 | −1.809 (0.072) | −1.925 to 0.081 |
Diuretics (1 = no) | 0.013 | 0.236 (0.814) | −1.088 to 1.384 | 0.012 | 0.210 (0.834) | −1.096 to 1.357 |
Health literacy | 0.140 | 2.191 (0.029) | 0.022 to 0.417 | |||
Frailty | −0.051 | −0.772 (0.441) | −2.198 to 0.960 | |||
R2, F(p), ∆R2 | 0.469, 10.987 (<0.001), 220 | 0.488, 9.433 (<0.001), 019 |
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Son, Y.-J.; Shim, D.K.; Seo, E.K.; Seo, E.J. Health Literacy but Not Frailty Predict Self-Care Behaviors in Patients with Heart Failure. Int. J. Environ. Res. Public Health 2018, 15, 2474. https://doi.org/10.3390/ijerph15112474
Son Y-J, Shim DK, Seo EK, Seo EJ. Health Literacy but Not Frailty Predict Self-Care Behaviors in Patients with Heart Failure. International Journal of Environmental Research and Public Health. 2018; 15(11):2474. https://doi.org/10.3390/ijerph15112474
Chicago/Turabian StyleSon, Youn-Jung, Dae Keun Shim, Eun Koung Seo, and Eun Ji Seo. 2018. "Health Literacy but Not Frailty Predict Self-Care Behaviors in Patients with Heart Failure" International Journal of Environmental Research and Public Health 15, no. 11: 2474. https://doi.org/10.3390/ijerph15112474
APA StyleSon, Y.-J., Shim, D. K., Seo, E. K., & Seo, E. J. (2018). Health Literacy but Not Frailty Predict Self-Care Behaviors in Patients with Heart Failure. International Journal of Environmental Research and Public Health, 15(11), 2474. https://doi.org/10.3390/ijerph15112474