Low Health Literacy and Mortality in Individuals with Cardiovascular Disease, Chronic Obstructive Pulmonary Disease, Diabetes, and Mental Illness: A 6-Year Population-Based Follow-Up Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Setting and Baseline Survey Data
2.2. Health Literacy
2.3. Measures of Long-Term Conditions
2.4. Follow-Up Data and Outcome Measures
2.5. Confounders
2.6. Statistical Data Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Mackenbach, J.P. The persistence of health inequalities in modern welfare states: The explanation of a paradox. Soc. Sci. Med. 2012, 75, 761–769. [Google Scholar] [CrossRef]
- Mackenbach, J.P.; Kulhanova, I.; Artnik, B.; Bopp, M.; Borell, C.; Clemens, T.; Costa, G.; Dibben, C.; Kalediene, R.; Lundberg, O.; et al. Changes in mortality inequalities over two decades: Register based study of European countries. BMJ 2016, 353, i1732. [Google Scholar] [CrossRef] [Green Version]
- Anonymous. IUHPE Position Statement on Health Literacy: A practical vision for a health literate world. Glob. Health Promot. 2018, 25, 79–88. [Google Scholar] [CrossRef]
- Trezona, A.; Dodson, S.; Osborne, R.H. Development of the organisational health literacy responsiveness (Org-HLR) framework in collaboration with health and social services professionals. BMC Health Serv. Res. 2017, 17, 513. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wu, J.R.; Holmes, G.M.; DeWalt, D.A.; Macabasco-O’Connell, A.; Bibbins-Domingo, K.; Ruo, B.; Baker, D.W.; Schillinger, D.; Weinberger, M.; Broucksou, K.A.; et al. Low literacy is associated with increased risk of hospitalization and death among individuals with heart failure. J. Gen. Intern. Med. 2013, 28, 1174–1180. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vandenbosch, J.; Van den Broucke, S.; Vancorenland, S.; Avalosse, H.; Verniest, R.; Callens, M. Health literacy and the use of healthcare services in Belgium. J. Epidemiol. Community Health 2016, 70, 1032–1038. [Google Scholar] [CrossRef] [PubMed]
- Marrie, R.A.; Salter, A.; Tyry, T.; Fox, R.J.; Cutter, G.R. Health literacy association with health behaviors and health care utilization in multiple sclerosis: A cross-sectional study. Interact. J. Med. Res. 2014, 3, e3. [Google Scholar] [CrossRef] [Green Version]
- Hardie, N.A.; Kyanko, K.; Busch, S.; Losasso, A.T.; Levin, R.A. Health literacy and health care spending and utilization in a consumer-driven health plan. J. Health Commun. 2011, 16 (Suppl. 3), 308–321. [Google Scholar] [CrossRef] [Green Version]
- Griffey, R.T.; Kennedy, S.K.; D’Agostino McGowan, L.; Goodman, M.; Kaphingst, K.A. Is low health literacy associated with increased emergency department utilization and recidivism? Acad. Emerg. Med. 2014, 21, 1109–1115. [Google Scholar] [CrossRef] [Green Version]
- Rasu, R.S.; Bawa, W.A.; Suminski, R.; Snella, K.; Warady, B. Health Literacy Impact on National Healthcare Utilization and Expenditure. Int. J. Health Policy Manag. 2015, 4, 747–755. [Google Scholar] [CrossRef] [Green Version]
- Schumacher, J.R.; Hall, A.G.; Davis, T.C.; Arnold, C.L.; Bennett, R.D.; Wolf, M.S.; Carden, D.L. Potentially preventable use of emergency services: The role of low health literacy. Med. Care 2013, 51, 654–658. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Sudore, R.L.; Yaffe, K.; Satterfield, S.; Harris, T.B.; Mehta, K.M.; Simonsick, E.M.; Newman, A.B.; Rosano, C.; Rooks, R.; Rubin, S.M.; et al. Limited literacy and mortality in the elderly: The health, aging, and body composition study. J. Gen. Intern. Med. 2006, 21, 806–812. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Smith, S.G.; Jackson, S.E.; Kobayashi, L.C.; Steptoe, A. Social isolation, health literacy, and mortality risk: Findings from the English Longitudinal Study of Ageing. Health Psychol. 2018, 37, 160–169. [Google Scholar] [CrossRef] [PubMed]
- Peterson, P.N.; Shetterly, S.M.; Clarke, C.L.; Bekelman, D.B.; Chan, P.S.; Allen, L.A.; Matlock, D.D.; Magid, D.J.; Masoudi, F.A. Health literacy and outcomes among patients with heart failure. JAMA 2011, 305, 1695–1701. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cavanaugh, K.L.; Wingard, R.L.; Hakim, R.M.; Eden, S.; Shintani, A.; Wallston, K.A.; Huizinga, M.M.; Elasy, T.A.; Rothman, R.L.; Ikizler, T.A. Low health literacy associates with increased mortality in ESRD. J. Am. Soc. Nephrol. 2010, 21, 1979–1985. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Berkman, N.D.; Sheridan, S.L.; Donahue, K.E.; Halpern, D.J.; Crotty, K. Low health literacy and health outcomes: An updated systematic review. Ann. Intern. Med. 2011, 155, 97–107. [Google Scholar] [CrossRef] [PubMed]
- Baker, D.W.; Wolf, M.S.; Feinglass, J.; Thompson, J.A. Health literacy, cognitive abilities, and mortality among elderly persons. J. Gen. Intern. Med. 2008, 23, 723–726. [Google Scholar] [CrossRef] [Green Version]
- Fabbri, M.; Yost, K.; Finney Rutten, L.J.; Manemann, S.M.; Boyd, C.M.; Jensen, D.; Weston, S.A.; Jiang, R.; Roger, V.L. Health Literacy and Outcomes in Patients With Heart Failure: A Prospective Community Study. Mayo Clin. Proc. 2018, 93, 9–15. [Google Scholar] [CrossRef]
- Moser, D.K.; Robinson, S.; Biddle, M.J.; Pelter, M.M.; Nesbitt, T.S.; Southard, J.; Cooper, L.; Cracup, K. Health Literacy Predicts Morbidity and Mortality in Rural Patients With Heart Failure. J. Card. Fail. 2015, 21, 612–618. [Google Scholar] [CrossRef] [Green Version]
- Wolf, M.S.; Feinglass, J.; Thompson, J.; Baker, D.W. In search of ’low health literacy’: Threshold vs. gradient effect of literacy on health status and mortality. Soc. Sci. Med. 2010, 70, 1335–1341. [Google Scholar] [CrossRef]
- Bostock, S.; Steptoe, A. Association between low functional health literacy and mortality in older adults: Longitudinal cohort study. BMJ 2012, 344, e1602. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- McNaughton, C.D.; Cawthon, C.; Kripalani, S.; Liu, D.; Storrow, A.B.; Roumie, C.L. Health literacy and mortality: A cohort study of patients hospitalized for acute heart failure. J. Am. Heart Assoc. 2015, 4, e001799. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Paasche-Orlow, M.K.; Wolf, M.S. The causal pathways linking health literacy to health outcomes. Am. J. Health Behav. 2007, 31 (Suppl. 1), 19–26. [Google Scholar] [CrossRef]
- Puente-Maestu, L.; Calle, M.; Rodriguez-Hermosa, J.L.; Campuzano, A.; de Miguel Diéz, J.; Álvarez-Sala, J.L.; Puente-Andues, L.; Pérez-Gutiérrez, M.J.; Lee, S.D. Health literacy and health outcomes in chronic obstructive pulmonary disease. Respir. Med. 2016, 115, 78–82. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mayberry, L.S.; Schildcrout, J.S.; Wallston, K.A.; Goggins, K.; Mixon, A.S.; Rothman, R.L.; Kripalani, S. Health Literacy and 1-Year Mortality: Mechanisms of Association in Adults Hospitalized for Cardiovascular Disease. Mayo Clin. Proc. 2018, 93, 1728–1738. [Google Scholar] [CrossRef] [PubMed]
- Leon-Gonzalez, R.; Garcia-Esquinas, E.; Paredes-Galan, E.; Ferrero-Martínez, A.I.; Gonzápez-Guerrero, J.J.; Hornillos-Calvo, M.; Menéndez-Colino, R.; Torres-Torres, I.; Galán, M.C.; Torrento-Carballido, M.; et al. Health Literacy and Health Outcomes in Very Old Patients With Heart Failure. Rev. Esp. Cardiol. 2018, 71, 178–184. [Google Scholar] [CrossRef] [Green Version]
- Friis, K.; Lasgaard, M.; Osborne, R.H.; Maindal, H.T. Gaps in understanding health and engagement with healthcare providers across common long-term conditions: A population survey of health literacy in 29,473 Danish citizens. BMJ Open 2016, 6, e009627. [Google Scholar] [CrossRef] [Green Version]
- Statistics Denmark. FOLK1: Population at the First Day of the Quarter by Municipality, Sex, Age, Marital Status, Ancestry, Country of Origin and Citizenship. Available online: http://www.statistikbanken.dk/FOLK1 (accessed on 25 February 2015).
- Osborne, R.H.; Batterham, R.W.; Elsworth, G.R.; Hawkins, M.; Buchbinder, R. The grounded psychometric development and initial validation of the Health Literacy Questionnaire (HLQ). BMC Public Health 2013, 13, 658. [Google Scholar] [CrossRef] [Green Version]
- Maindal, H.T.; Kayser, L.; Norgaard, O.; Bo, A.; Elsworth, G.R.; Osbourne, R.H. Cultural adaptation and validation of the Health Literacy Questionnaire (HLQ): Robust nine-dimension Danish language confirmatory factor model. Springerplus 2016, 5, 1232. [Google Scholar] [CrossRef] [Green Version]
- Schmidt, M.; Pedersen, L.; Sorensen, H.T. The Danish Civil Registration System as a tool in epidemiology. Eur. J. Epidemiol. 2014, 29, 541–549. [Google Scholar] [CrossRef]
- Toft, U.; Kristoffersen, L.H.; Lau, C.; Jørgensen, T. The Dietary Quality Score: Validation and association with cardiovascular risk factors: The Inter99 study. Eur. J. Clin. Nutr. 2007, 61, 270–278. [Google Scholar] [CrossRef] [PubMed]
- Särndal, C.; Lundström, S. Estimation in Surveys with Nonresponse; Wiley: New York, NY, USA, 2005. [Google Scholar]
- von Wagner, C.; Steptoe, A.; Wolf, M.S.; Wardle, J. Health literacy and health actions: A review and a framework from health psychology. Health Educ. Behav. 2009, 36, 860–877. [Google Scholar] [CrossRef] [PubMed]
- Aaby, A.; Friis, K.; Christensen, B.; Rowlands, G.; Maindal, H.T. Health literacy is associated with health behaviour and self-reported health: A large population-based study in individuals with cardiovascular disease. Eur. J. Prev. Cardiol. 2017, 24, 1880–1888. [Google Scholar] [CrossRef] [Green Version]
- Friis, K.; Vind, B.D.; Simmons, R.K.; Maindal, H.T. The Relationship between Health Literacy and Health Behaviour in People with Diabetes: A Danish Population-Based Study. J. Diabetes Res. 2016, 2016, 7823130. [Google Scholar] [CrossRef] [Green Version]
- Lim, S.; Beauchamp, A.; Dodson, S.; O’Hara, J.; McPhee, C.; Fulton, A.; Wildley, C.; Osborne, R.H. Health literacy and fruit and vegetable intake in rural Australia. Public Health Nutr. 2017, 20, 2680–2684. [Google Scholar] [CrossRef] [Green Version]
- O’Hara, J.; McPhee, C.; Dodson, S.; Cooper, A.; Wildley, C.; Hawkins, M.; Fulton, A.; Pridmore, V.; Cuevas, V.; Scanlon, M.; et al. Barriers to Breast Cancer Screening among Diverse Cultural Groups in Melbourne, Australia. Int. J. Environ. Res. Public Health 2018, 15, 1677. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Osborn, C.Y.; Paasche-Orlow, M.K.; Bailey, S.C.; Wolf, M.S. The mechanisms linking health literacy to behavior and health status. Am. J. Health Behav. 2011, 35, 118–128. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lange, P.; Tottenborg, S.S.; Sorknaes, A.D.; Andersen, J.S.; Soegaard, M.; Nielsen, H.; Thomsen, R.W.; Nielsen, K.A. Danish Register of chronic obstructive pulmonary disease. Clin. Epidemiol. 2016, 8, 673–678. [Google Scholar] [CrossRef] [Green Version]
- Batterham, R.W.; Hawkins, M.; Collins, P.A.; Ruchbinder, R.; Osborne, R.H. Health literacy: Applying current concepts to improve health services and reduce health inequalities. Public Health 2016, 132, 3–12. [Google Scholar] [CrossRef]
- Lloyd, J.E.; Song, H.J.; Dennis, S.M.; Dunbar, N.; Harris, E.; Harris, M.F. A paucity of strategies for developing health literate organisations: A systematic review. PLoS ONE 2018, 13, e0195018. [Google Scholar] [CrossRef] [Green Version]
- Willis, C.D.; Saul, J.E.; Bitz, J.; Pompu, K.; Best, A.; Jackson, B. Improving organizational capacity to address health literacy in public health: A rapid realist review. Public Health 2014, 128, 515–524. [Google Scholar] [CrossRef] [PubMed]
General Population n = 29,473 | Cardiovascular Disease n = 2389 (7.5%) | Chronic Obstructive Pulmonary Disease n = 1214 (3.9%) | Diabetes n = 1685 (5.5%) | Mental Illness n = 1577 (6.4%) | |
---|---|---|---|---|---|
n (% 1) | n (% 1) | n (% 1) | n (% 1) | n (% 1) | |
Gender | |||||
Women | 15,448 (50.6) | 918 (41.2) | 584 (50.8) | 731 (45.1) | 959 (58.7) |
Age (mean (SD)) | 52.1 (16.3) | 65.7 (14.0) | 66.1 (12.2) | 63.6 (13.4) | 48.2 (14.7) |
Level of education | |||||
Low (1–10 years) | 5507 (18.6) | 736 (33.7) | 440 (37.6) | 529 (34.1) | 389 (25.9) |
Medium (11–14 years) | 14,718 (50.2) | 1147 (49.1) | 571 (49.1) | 790 (48.9) | 731 (47.0) |
High (≥15 years) | 8319 (31.2) | 409 (17.2) | 160 (13.3) | 282 (17.1) | 407 (27.1) |
Cohabitation status | |||||
Living alone | 6657 (30.3) | 690 (38.5) | 424 (45.9) | 479 (38.4) | 982 (52.8) |
Ethnic background | |||||
Not Danish | 1073 (6.4) | 71 (5.0) | 17 (2.0) | 52 (5.0) | 125 (10.7) |
Number of (additional) long-term conditions | |||||
0 | 14,847 (54.5) | 632 (26.9) | 251 (20.0) | 300 (18.6) | 636 (43.7) |
1 | 7450 (24.1) | 708 (27.9) | 350 (27.7) | 578 (32.6) | 392 (23.7) |
2 | 3936 (12.4) | 562 (22.9) | 299 (25.1) | 444 (24.7) | 263 (15.1) |
3 | 1749 (5.5) | 309 (13.5) | 175 (13.7) | 225 (14.6) | 170 (9.8) |
4+ | 989 (3.5) | 178 (8.8) | 139 (13.5) | 138 (9.5) | 116 (7.7) |
Health literacy | |||||
Difficult to understand information about health | 1037 (4.2) | 181(9.1) | 94 (9.6) | 121 (9.3) | 165 (11.9) |
Difficult to engage actively with healthcare providers | 1801 (6.9) | 217 (11.1) | 126 (13.1) | 133 (9.3) | 263 (17.7) |
General Population n = 29,473 | Cardiovascular Disease n = 2389 | Chronic Obstructive Pulmonary Disease n = 1214 | Diabetes n = 1685 | Mental Illness n = 1577 | |
---|---|---|---|---|---|
% (95% CI) | % (95% CI) | % (95% CI) | % (95% CI) | % (95% CI) | |
Total | 6.7 (6.4–7.0) | 21.3 (19.4–23.3) | 26.3 (23.5–29.4) | 18.7 (16.6–21.1) | 7.2 (5.9–8.8) |
Understand information about health | |||||
Easy | 5.5 (5.2–5.8) | 18.0 (16.1–20.1) | 25.2 (22.2–28.6) | 16.1 (13.9–18.5) | 6.0 (4.7–7.7) |
Difficult | 16.8 (14.4–19.5) | 37.4 (29.6–45.8) | 22.5 (15.3–31.8) | 33.3 (24.4–43.5) | 13.9 (9.4–20.1) |
Actively engage with health care providers | |||||
Easy | 5.8 (5.5–6.1) | 19.0 (17.0–21.1) | 24.6 (21.5–27.9) | 17.1 (14.9–19.6) | 6.4 (5.0–8.1) |
Difficult | 8.6 (7.2–10.2) | 28.2 (21.6–36.0) | 25.8 (18.0–35.4) | 24.8 (17.2–34.3) | 9.7 (6.5–14.2) |
Model 1 Unadjusted HR (95% CI) | Model 2 1 Adjusted for Sociodemographic Factors HR (95% CI) | Model 3 2 Adjusted for Sociodemo- graphic Factors and Multimorbidity at Baseline HR (95% CI) | Model 4 3 Adjusted for Sociodemo- graphic Factors, Multimorbidity and Health Behaviour at Baseline HR (95% CI) | |
---|---|---|---|---|
General population (n = 29,473) | ||||
Difficult to understand information about health 4 | 3.29 (2.75–3.94) | 1.89 (1.57–2.28) | 1.75 (1.45–2.10) | 1.38 (1.11–1.73) |
Difficult to engage actively with healthcare providers 5 | 1.51 (1.25–1.83) | 1.54 (1.24–1.90) | 1.35 (1.10–1.67) | 1.19 (0.94–1.49) |
Cardiovascular disease (n = 2389) | ||||
Difficult to understand information about health 4 | 2.38 (1.76–3.22) | 1.69 (1.25–2.27) | 1.55 (1.15–2.11) | 1.47 (1.01–2.14) |
Difficult to engage actively with healthcare providers 5 | 1.61 (1.16–2.24) | 1.64 (1.17–2.28) | 1.46 (1.03–2.05) | 1.38 (0.93–2.07) |
Chronic obstructive pulmonary disease (n = 1214) | ||||
Difficult to understand information about health 4 | 0.89 (0.57–1.39) | 0.90 (0.56–1.43) | 0.80 (0.49–1.30) | 0.71 (0.41–1.21) |
Difficult to engage actively with healthcare providers 5 | 1.04 (0.68–1.57) | 1.08 (0.70–1.68) | 0.97 (0.61–1.52) | 0.91 (0.56–1.47) |
Diabetes (n = 1685) | ||||
Difficult to understand information about health 4 | 2.36 (1.59–3.51) | 2.06 (1.36–3.13) | 1.99 (1.34–2.96) | 1.91 (1.13–3.22) |
Difficult to engage actively with healthcare providers 5 | 1.55 (1.00–2.41) | 1.75 (1.09–2.81) | 1.66 (1.05–2.62) | 1.20 (0.66–2.17) |
Mental illness (n = 1577) | ||||
Difficult to understand information about health 4 | 2.44 (1.50–3.96) | 1.94 (1.14–3.30) | 2.03 (1.19–3.45) | 2.18 (1.25–3.81) |
Difficult to engage actively with healthcare providers 5 | 1.55 (0.95–2.51) | 1.58 (0.92–2.70) | 1.46 (0.82–2.58) | 1.63 (0.94–2.84) |
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Friis, K.; Aaby, A.; Lasgaard, M.; Pedersen, M.H.; Osborne, R.H.; Maindal, H.T. Low Health Literacy and Mortality in Individuals with Cardiovascular Disease, Chronic Obstructive Pulmonary Disease, Diabetes, and Mental Illness: A 6-Year Population-Based Follow-Up Study. Int. J. Environ. Res. Public Health 2020, 17, 9399. https://doi.org/10.3390/ijerph17249399
Friis K, Aaby A, Lasgaard M, Pedersen MH, Osborne RH, Maindal HT. Low Health Literacy and Mortality in Individuals with Cardiovascular Disease, Chronic Obstructive Pulmonary Disease, Diabetes, and Mental Illness: A 6-Year Population-Based Follow-Up Study. International Journal of Environmental Research and Public Health. 2020; 17(24):9399. https://doi.org/10.3390/ijerph17249399
Chicago/Turabian StyleFriis, Karina, Anna Aaby, Mathias Lasgaard, Marie Hauge Pedersen, Richard H. Osborne, and Helle Terkildsen Maindal. 2020. "Low Health Literacy and Mortality in Individuals with Cardiovascular Disease, Chronic Obstructive Pulmonary Disease, Diabetes, and Mental Illness: A 6-Year Population-Based Follow-Up Study" International Journal of Environmental Research and Public Health 17, no. 24: 9399. https://doi.org/10.3390/ijerph17249399
APA StyleFriis, K., Aaby, A., Lasgaard, M., Pedersen, M. H., Osborne, R. H., & Maindal, H. T. (2020). Low Health Literacy and Mortality in Individuals with Cardiovascular Disease, Chronic Obstructive Pulmonary Disease, Diabetes, and Mental Illness: A 6-Year Population-Based Follow-Up Study. International Journal of Environmental Research and Public Health, 17(24), 9399. https://doi.org/10.3390/ijerph17249399