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Stewart CC, Yu L, Byrne M, Glover CM, Bennett DA, Boyle PA. Health and Financial Literacy and the Acquisition of COVID-19 Knowledge in Older Adults. J Appl Gerontol 2024:7334648241260223. [PMID: 38884370 DOI: 10.1177/07334648241260223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024] Open
Abstract
Knowledge about COVID-19 enters into many aspects of decision making, especially for older people who are at increased risk of severe disease or death. Yet little is known about the resources that supported older people's uptake of COVID-19 knowledge. Here, we hypothesized that higher pre-pandemic health and financial literacy was associated with higher COVID-19 knowledge. Participants were 434 community-based older people without dementia. COVID-19 knowledge was assessed via a 5-item measure, and health and financial literacy was assessed via a 32-item measure. In an ordinal regression model adjusted for age, gender, and education, higher literacy was associated with higher COVID-19 knowledge (p < .0001), and this association persisted after further adjusting for robust measures of global cognition or one of five specific cognitive domains (all p's ≤ .0001). These findings suggest that literacy plays a key role in supporting older people's acquisition of impactful knowledge in the real world.
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Affiliation(s)
- Christopher C Stewart
- Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Maeve Byrne
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
| | - Crystal M Glover
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
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Sheng Z, Kuang J, Yang L, Wang G, Gu C, Qi Y, Wang R, Han Y, Li J, Wang X. Predictive models for delay in medical decision-making among older patients with acute ischemic stroke: a comparative study using logistic regression analysis and lightGBM algorithm. BMC Public Health 2024; 24:1413. [PMID: 38802838 PMCID: PMC11129384 DOI: 10.1186/s12889-024-18855-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 05/14/2024] [Indexed: 05/29/2024] Open
Abstract
OBJECTIVE To explore the factors affecting delayed medical decision-making in older patients with acute ischemic stroke (AIS) using logistic regression analysis and the Light Gradient Boosting Machine (LightGBM) algorithm, and compare the two predictive models. METHODS A cross-sectional study was conducted among 309 older patients aged ≥ 60 who underwent AIS. Demographic characteristics, stroke onset characteristics, previous stroke knowledge level, health literacy, and social network were recorded. These data were separately inputted into logistic regression analysis and the LightGBM algorithm to build the predictive models for delay in medical decision-making among older patients with AIS. Five parameters of Accuracy, Recall, F1 Score, AUC and Precision were compared between the two models. RESULTS The medical decision-making delay rate in older patients with AIS was 74.76%. The factors affecting medical decision-making delay, identified through logistic regression and LightGBM algorithm, were as follows: stroke severity, stroke recognition, previous stroke knowledge, health literacy, social network (common factors), mode of onset (logistic regression model only), and reaction from others (LightGBM algorithm only). The LightGBM model demonstrated the more superior performance, achieving the higher AUC of 0.909. CONCLUSIONS This study used advanced LightGBM algorithm to enable early identification of delay in medical decision-making groups in the older patients with AIS. The identified influencing factors can provide critical insights for the development of early prevention and intervention strategies to reduce delay in medical decisions-making among older patients with AIS and promote patients' health. The LightGBM algorithm is the optimal model for predicting the delay in medical decision-making among older patients with AIS.
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Affiliation(s)
- Zhenwen Sheng
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Jinke Kuang
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Li Yang
- Qingdao University, Qingdao City, Shandong Province, China.
| | - Guiyun Wang
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Cuihong Gu
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Yanxia Qi
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Ruowei Wang
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Yuehua Han
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Jiaojiao Li
- Shandong Xiehe University, Jinan City, Shandong Province, China
| | - Xia Wang
- Qilu Hospital of Shandong University, Jinan City, Shandong Province, China
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Ghonoodi F, Sharifi F, Shahsavari H, Shahrestanaki SK, Navab E. Validity and reliability of the persian version of the modified telephone interview for cognitive status among community-dwelling older adults in Iran. Dement Neuropsychol 2024; 17:e20230020. [PMID: 38189034 PMCID: PMC10768643 DOI: 10.1590/1980-5764-dn-2023-0020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 09/08/2023] [Accepted: 10/12/2023] [Indexed: 01/09/2024] Open
Abstract
Due to the increase in the population of the elderly, there is a growing trend in some diseases such as cognitive disorders (dementia) which are common in this era, and the diagnosis and treatment of this disease are still facing challenges. Therefore, early identification of cognitive disorders is of particular importance. In this regard, the use of any tool or cognitive tests may not be enough to diagnose dementia in the early stages and a special tool is needed. Objective The validity and reliability of the Persian version of the Modified Telephone Interview for Cognitive Status (P-TICS-M) in older adults living in the Iranian community for a comprehensive screening of mild cognitive impairment and dementia was investigated. Methods In the first phase, translation, re-translation, and word-taking were performed by using the face validity and content validity. In the second phase, a stratified convenient sampling with 150 participants aged ≥60 years was conducted based on cognitive status using the global deterioration scale in 2018. The external and internal reliability of the P-TICS-M using the interclass correlation coefficient and Cronbach's alpha coefficient of total items of this tool were estimated. Results The mean age of the participants was 68.6 (standard deviation±7.4) years. According to global deterioration scale, 87 (58.0%) had normal cognition, 40 (26.7%) had mild cognitive impairment, and 23 (15.3%) had dementia. The Spearman's correlation coefficient between P-TICS-M scores and Mini-Mental State Examination scale was 0.764. In exploratory factor analysis, seven domains were detected, which were compatible with those defined by the tool developer. The Cronbach's alpha of the P-TICS-M was 0.920. The absolute agreement between test-retest score was >0.90. The sensitivity of 92.2, 94.8, and 100%, and also the specificity of 79.4, 88.2, and 89.8% were calculated for detecting subjects with dementia, respectively. Furthermore, a mild cognitive impairment cutoff of >28 was determined. Conclusion The development and validation of a P-TICS-M tool can be useful in identifying older adult people with cognitive impairment. Demographic characteristics (level of education, age) can also affect the cutoff point of this tool.
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Affiliation(s)
- Fatemeh Ghonoodi
- Tehran University of Medical Sciences, School of Nursing and Midwifery, Department of Geriatric Nursing, Tehran, Iran
| | - Farshad Sharifi
- Tehran University of Medical Sciences, Elderly Health Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran, Iran
| | - Hooman Shahsavari
- Tehran University of Medical Sciences, School of Nursing and Midwifery, Department of Medical-Surgical Nursing, Tehran, Iran
| | - Sahar Keyvanloo Shahrestanaki
- Iran University of Medical Sciences, School of Nursing and Midwifery, Tehran, Iran
- Tehran University of Medical Sciences, School of Nursing and Midwifery, Department of Geriatric Nursing, Tehran, Iran
| | - Elham Navab
- Tehran University of Medical Sciences, School of Nursing and Midwifery, Department of Critical Care and Geriatric Nursing, Tehran, Iran
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Lima ACP, Maximiano-Barreto MA, Martins TCR, Luchesi BM. Factors associated with poor health literacy in older adults: A systematic review. Geriatr Nurs 2024; 55:242-254. [PMID: 38070263 DOI: 10.1016/j.gerinurse.2023.11.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 02/06/2024]
Abstract
OBJECTIVES To identify factors associated with poor health literacy in older adults. METHODS A systematic literature review was conducted, employing the descriptors "Aged" and "Health Literacy". PROSPERO - CRD 42022350140. RESULTS Out of 23,500 articles screened, 176 were selected. Several factors associated with poor health literacy in older adults were identified, such as sociodemographic (e.g., advanced age, low educational level, non-white population, and others), social (e.g., poor family/social support, loneliness, social isolation, few social activities, and others), economic (e.g., lower income and/or lower socioeconomic status) and health aspects (e.g., poor health, chronic conditions, mental health challenges, hospitalizations, frailty, physical inactivity, cognitive impairment, and others). CONCLUSIONS The factors associated with poor health literacy in older adults identified in this review could contribute to future research, support interventions to improve health literacy, and assist professionals in planning educational activities and public policies.
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Affiliation(s)
- Ana Caroline Pinto Lima
- Campus de Três Lagoas, Programa de Pós-Graduação em Enfermagem, Federal University of Mato Grosso do Sul, Três Lagoas, MS, Brazil
| | | | - Tatiana Carvalho Reis Martins
- Campus de Três Lagoas, Programa de Pós-Graduação em Enfermagem, Federal University of Mato Grosso do Sul, Três Lagoas, MS, Brazil; Instituto Integrado de Saúde, Federal University of Mato Grosso do Sul, Campo Grande, MS, Brazil
| | - Bruna Moretti Luchesi
- Campus de Três Lagoas, Programa de Pós-Graduação em Enfermagem, Federal University of Mato Grosso do Sul, Três Lagoas, MS, Brazil; Research Group on Mental Health, Cognition and Aging, Federal University of São Carlos, São Carlos, SP, Brazil.
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Han F, Hu Y, Feng Y, Qian L, Sun J. Validation of the mild cognitive impairment health literacy assessment scale (MCI-HLA scale) in middle-aged and older adults. Asian J Psychiatr 2023; 89:103771. [PMID: 37757537 DOI: 10.1016/j.ajp.2023.103771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/13/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023]
Abstract
OBJECTIVES Health literacy (HL) is associated with early prevention of mild cognitive impairment (MCI), but a targeted comprehensive assessment tool is lacking. This study aims to psychometrically evaluate the MCI-HLA scale. METHODS This observational study was conducted in a tertiary-level hospital's physical examination center from October to December 2020. The middle-aged and older adults (N = 550, aged 41-80 years) completed the MCI-HLA questionnaire online. The validity of the MCI-HLA scale was assessed through content validity, exploratory factor analysis, confirmatory factor analysis (CFA), convergent validity, and discriminant validity. The internal reliability was measured using Cronbach's alpha, McDonald's Omega coefficient, and split-half reliability. RESULTS 5 factors emerged, naming: Function (7 items), Knowledge (8 items), Practice (8 items), Attitude (4 items), and Motivation (3 items), explaining 72.42% of variance. The CFA revealed that five factors of the MCI-HLA scale fit well (χ2/df=4.076, RMSEA=0.078, SRMR=0.057, CFI=0.904, TLI=0.894). Good convergent validity was suggested by the Average Variance Extracted (AVE) values exceeding 0.50. Discriminant validity was demonstrated for all the square root AVE were higher than the correlation between the two factors. Internal consistency was high (Cronbach's alpha=0.875, McDonald's Omega coefficient=0.910, split-half reliability=0.949). CONCLUSIONS The MCI-HLA scale takes on high reliability and validity, suitable for assessing MCI-related health literacy in middle-aged and older adults. The MCI-HLA scale could enhance MCI health literacy assessment and supports tailored interventions for improved outcomes.
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Affiliation(s)
- Fengping Han
- Laboratory Center, School of Nursing, Peking University, Beijing, China
| | - Yang Hu
- Department of Community Nursing, School of Nursing, Peking University, Beijing, China
| | - Ying Feng
- Cadre Health Care Division, Peking University Third Hospital, Beijing, China
| | - Li Qian
- Editorial Department, Chinese Journal of Modern Nursing, Beijing, China
| | - Jing Sun
- Department of Community Nursing, School of Nursing, Peking University, Beijing, China.
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Wilson RS, Yu L, Stewart CC, Bennett DA, Boyle PA. Change in Decision-Making Analysis and Preferences in Old Age. J Gerontol B Psychol Sci Soc Sci 2023; 78:1659-1667. [PMID: 36856705 PMCID: PMC10561891 DOI: 10.1093/geronb/gbad037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Indexed: 03/02/2023] Open
Abstract
OBJECTIVES To test the hypotheses that decision making ability declines in old age and that a higher level of cognitive reserve is associated with a reduced rate of decline. METHODS As part of an ongoing cohort study, 982 older adults without dementia at study enrollment completed measures of purpose in life and cognitive activity which were used as markers of cognitive reserve. At annual intervals thereafter, they completed 6 tests of decision making. RESULTS In a factor analysis of baseline decision making scores, 3 measures (financial/health literacy, financial/health decision making, scam susceptibility) loaded on an "analytic" factor and 3 (temporal discounting small stakes, temporal discounting large stakes, risk aversion) loaded on a "preferences" (for temporal discounting and avoiding risk) factor. During a mean of 4.7 years of follow-up (standard deviation = 2.9), analytic factor scores decreased (mean = 0.042-unit per year, standard error [SE] = 0.006, p < .001) and preferences factor scores increased (mean = 0.021-unit per year, SE = 0.006, p < .001), with a correlation of 0.13 (p < .001) between rates of change. Evidence of an association between cognitive reserve and decision making was mixed with purpose in life related to change in analytic decision making, whereas past (but not current) cognitive activity was related to change in decision making preferences. DISCUSSION Decision making analysis and preferences change over time in late life. Change over time in decision making components is relatively independent and differentially related to age and cognitive reserve.
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Christopher C Stewart
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Patricia A Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
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Stewart CC, Yu L, Glover C, Mottola G, Valdes O, Wilson RS, Bennett DA, Boyle PA. Well-Being and Aging-Related Decline in Financial and Health Literacy in Advanced Age. J Gerontol B Psychol Sci Soc Sci 2023; 78:1526-1532. [PMID: 37068007 PMCID: PMC10461526 DOI: 10.1093/geronb/gbad059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Indexed: 04/18/2023] Open
Abstract
OBJECTIVES Emerging evidence suggests that financial and health literacy deteriorates in advanced age. By contrast, well-being promotes health in aging. This study tested the hypothesis that well-being is associated with slower aging-related literacy decline. METHODS Participants were 1,099 community-based older adults without dementia at baseline. Financial and health literacy was assessed at baseline and annually thereafter via a 32-item measure. Well-being was assessed at baseline via the 18-item version of Ryff's Scales of Psychological Well-Being. RESULTS During up to 12 years of annual follow-up, literacy declined about 1 percentage point per year on average (β = -0.91, standard error [SE] = 0.08, p < .001); however, there was considerable variation in change in literacy between participants (random slopes variance = 1.24, SE = 0.15, p < .001). In a linear mixed-effects model adjusted for age, sex, and education, higher well-being was associated with higher starting level of literacy (β = 2.31, SE = 0.67, p = .001) and, critically, slower literacy decline (β = 0.29, SE = 0.11, p = .01). The association of higher well-being with slower literacy decline persisted in models that additionally adjusted for income, medical conditions, depressive symptoms, and a robust measure of global cognition. DISCUSSION This study suggests that well-being helps stave off aging-related literacy decline.
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Affiliation(s)
- Christopher C Stewart
- Department of Neurology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Crystal Glover
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Gary Mottola
- FINRA Investor Education Foundation, Washington, District of Columbia, USA
| | - Olivia Valdes
- FINRA Investor Education Foundation, Washington, District of Columbia, USA
| | - Robert S Wilson
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Patricia A Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
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Weissberger GH, Nguyen AL, Lim AC, Fenton L, Mosqueda L, Han SD. The Cognitive Correlates of Financial Literacy in Older Adults. Clin Gerontol 2023:1-9. [PMID: 37246781 PMCID: PMC10684819 DOI: 10.1080/07317115.2023.2217190] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
OBJECTIVES This study examined the cognitive correlates of financial literacy using a comprehensive neuropsychological battery, and whether education modifies the relationship between cognition and financial literacy. METHODS Sixty-six participants completed sociodemographic questionnaires, an assessment of financial literacy, and a neuropsychological assessment. Multiple linear regression models that controlled for age, sex, and education examined the main effects of cognitive measures that showed a significant bivariate association with financial literacy. RESULTS After correcting for multiple comparisons, the Crystallized Composite score (p = .002) and the Picture Vocabulary test (p = .002) from the NIH Toolbox, and the Multilingual Naming Test (p > .001) from the Uniform Data Set 3 were associated with financial literacy. Contrary to our hypothesis, education did not interact with cognitive measures when considering financial literacy scores. CONCLUSIONS Findings suggest that vocabulary knowledge and semantic memory may play an important role in financial literacy in older age. CLINICAL IMPLICATIONS Assessing vocabulary knowledge and semantic processes may help to identify older adults with lower financial literacy skills. Additionally, financial literacy interventions may consider targeting individuals with lower vocabulary knowledge and semantic processing skills.
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Affiliation(s)
- Gali H. Weissberger
- Interdisciplinary Department of Social and Health Sciences, Bar-Ilan University, Ramat Gan, Israel
| | - Annie L. Nguyen
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, La Jolla, California, USA
| | - Aaron C. Lim
- Department of Family Medicine, Keck School of Medicine of the University of Southern California, Alhambra, California, USA
| | - Laura Fenton
- Department of Psychology, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, California, USA
| | - Laura Mosqueda
- Department of Family Medicine, Keck School of Medicine of the University of Southern California, Alhambra, California, USA
- USC Leonard Davis School of Gerontology, Los Angeles, California, USA
| | - S. Duke Han
- Department of Family Medicine, Keck School of Medicine of the University of Southern California, Alhambra, California, USA
- Department of Psychology, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, California, USA
- USC Leonard Davis School of Gerontology, Los Angeles, California, USA
- Department of Neurology, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Behavioral Sciences and Psychiatry, Rush University Medical Center, Chicago, Illinois, USA
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Leung AYM, Parial LLB, Szeto SS, Koduah AO. Understanding the role of financial health literacy in midlife and old age: A scoping review. HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:e3921-e3933. [PMID: 36350147 PMCID: PMC10100128 DOI: 10.1111/hsc.14101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 08/03/2022] [Accepted: 10/16/2022] [Indexed: 06/16/2023]
Abstract
As global population ageing persists, understanding older adults' capacity to navigate the financial and healthcare system is essential. This scoping review examines how the concept of financial health literacy (FHL) is described and measured in the existing literature, the factors that may affect it, and its potential outcomes in middle-aged and older adults. The review follows the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) extension guidelines to synthesise the available evidence on this topic. We utilised electronic databases and hand searching to identify relevant literature published between 2010 and 2022. A total of 29 articles were included in this review. The results showed that FHL involved accessing, understanding and utilising financial information for planning/management of healthcare expenses and selecting appropriate health services. However, FHL is not particularly depicted as a concept in the current literature, as most studies investigated health literacy, financial literacy and health insurance literacy as separate domains that were interrelated to one another. No validated measurement tool was developed for FHL. We propose five domains to indicate the concept and measurement of FHL in middle-aged/older adults: money management, management of medical bills, understanding health insurance, deciding on appropriate health services, and planning for long-term care needs. Demographic variables, such as sex (females), advanced age, cognitive impairment, low education and income and racial and ethnic minorities, were found to be related to low FHL. The reviewed studies also showed that FHL was related to several outcomes, including healthcare decision-making, physical health and psychological well-being. Hence, future studies to develop and validate assessment tools of FHL, together with the involvement of vulnerable groups, are imperative to understanding the concept of FHL. This could also facilitate the development of appropriate interventions that could enhance this capacity in the ageing population.
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Affiliation(s)
- Angela Y. M. Leung
- School of NursingThe Hong Kong Polytechnic UniversityHong Kong SARChina
- World Health Organization Collaborating Centre (WHOCC) for Community Health Services, School of NursingThe Hong Kong Polytechnic UniversityHong Kong SARChina
- Research Institute of Smart AgingThe Hong Kong Polytechnic UniversityHong Kong SARChina
| | - Laurence Lloyd B. Parial
- School of NursingThe Hong Kong Polytechnic UniversityHong Kong SARChina
- College of NursingUniversity of the Philippines ManilaManilaPhilippines
| | | | - Adwoa O. Koduah
- School of NursingThe Hong Kong Polytechnic UniversityHong Kong SARChina
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Boyle PA, Yu L, Mottola G, Innes K, Bennett DA. Degraded Rationality and Suboptimal Decision-Making in Old Age: A Silent Epidemic With Major Economic and Public Health Implications. THE PUBLIC POLICY AND AGING REPORT 2022; 32:45-50. [PMID: 35607367 PMCID: PMC9118064 DOI: 10.1093/ppar/prac003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Indexed: 11/13/2022]
Affiliation(s)
- Patricia A Boyle
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
| | - Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Gary Mottola
- Financial Industry Regulatory Authority (FINRA) Investor Education Foundation, Washington, District of Columbia, USA
| | - Kyle Innes
- Financial Industry Regulatory Authority, Washington, District of Columbia, USA
| | - David A Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
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Yu L, Mottola G, Bennett DA, Boyle PA. Adverse Impacts of Declining Financial and Health Literacy in Old Age. Am J Geriatr Psychiatry 2021; 29:1129-1139. [PMID: 33676832 PMCID: PMC8357843 DOI: 10.1016/j.jagp.2021.02.042] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 02/06/2021] [Accepted: 02/07/2021] [Indexed: 11/23/2022]
Abstract
OBJECTIVES Inadequate financial and health literacy presents a formidable public health and economic challenge in old age. This study investigated declining financial and health literacy in relation to decision making performance, scam susceptibility and psychological wellbeing. DESIGN Longitudinal study. SETTING A community-based cohort in Northeastern Illinois, USA. PARTICIPANTS One thousand fourty-six older adults who were free of dementia at baseline and underwent annual clinical and literacy assessments. MEASUREMENTS Financial and health literacy, decision making, scam susceptibility, and psychological wellbeing were assessed using validated instruments. Linear mixed effects models estimated person-specific rates of change in financial and health literacy, and multivariable regression analyses examined the associations of declining literacy with subsequent levels of decision making, scam susceptibility, and psychological wellbeing. RESULTS The mean age was 81 years and 76% were female. Over up to 10 years of annual follow-ups, the average financial and health literacy score dropped 1 percentage point a year. Substantial variability in decline was observed between participants. Faster decline in financial and health literacy was associated with poorer decision making, higher scam susceptibility, and lower psychological wellbeing. Notably, these associations were above and beyond the baseline literacy level and persisted even after controlling for cognition. CONCLUSIONS Most community-dwelling older adults experience decline in financial and health literacy over time, but decline is not inevitable. Declining literacy is related to poorer decision making, greater scam susceptibility and lower wellbeing. These findings suggest that efforts to mitigate declining financial and health literacy may promote independence and wellbeing in old age.
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Affiliation(s)
- Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center (LY, DAB, PAB), Chicago, IL, USA; Department of Neurological Sciences, Rush University Medical Center (LY, DAB), Chicago, IL, USA.
| | - Gary Mottola
- FINRA Investor Education Foundation (GM), Washington DC, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center (LY, DAB, PAB), Chicago, IL, USA; Department of Neurological Sciences, Rush University Medical Center (LY, DAB), Chicago, IL, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center (LY, DAB, PAB), Chicago, IL, USA; Department of Behavioral Sciences, Rush University Medical Center (PAB), Chicago, IL, USA
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Ganguli M, Hughes TF, Jia Y, Lingler J, Jacobsen E, Chang CCH. Aging and Functional Health Literacy: A Population-based Study. Am J Geriatr Psychiatry 2021; 29:972-981. [PMID: 33349506 PMCID: PMC8197766 DOI: 10.1016/j.jagp.2020.12.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 10/23/2020] [Accepted: 12/08/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To investigate functional health literacy and its associated factors among older adults drawn from a disadvantaged area. DESIGN Cross-sectional epidemiologic study. SETTING Population-based cohort randomly selected from the voter registration lists. PARTICIPANTS Individuals aged 65+ (N=1066). MEASUREMENTS The Short Test of Functional Health Literacy in Adults (S-TOFHLA); demographics; self-rated health; number of prescription drugs; modified Center for Epidemiologic Studies- Depression scale; Mini-Mental State Examination; Wechsler Test of Adult Reading; Clinical Dementia Rating; cognitive domain composite scores; independence in Instrumental Activities of Daily Living and medication management; health services utilization (emergency/urgent care visits and hospitalizations). RESULTS Low (inadequate or marginal) S-TOFHLA scores were obtained by 7.04% of the sample. In unadjusted analyses, participants with low S-TOFHLA scores were significantly more likely than those with higher scores to be older, male, non-White, with lesser education and lower household income, to have lower scores on the Wechsler Test of Adult Reading, the Mini-Mental State Examination, and all cognitive domains; to be more dependent in Instrumental Activities of Daily Living and be taking more prescription drugs. In a multiple regression model including all covariates, only older age, male sex, and lower reading level were independently associated with inadequate or marginal S-TOFHLA scores. CONCLUSION In a population-based sample of older adults, low functional health literacy was associated with age, sex, education, and reading ability. Basic functional health literacy is essential for understanding health information and instructions. Clinicians should formally or informally assess health literacy in their older patients to ensure effective communication and enhance health outcomes.
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Affiliation(s)
- Mary Ganguli
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA; Department of Neurology, School of Medicine, University of Pittsburgh, Pittsburgh, PA; Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA.
| | - Tiffany F. Hughes
- Department of Health Professions, Bitonte College of Health and Human Services, Youngstown State University, Youngstown, OH
| | - Yichen Jia
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Jennifer Lingler
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA,Department of Health and Community Systems, School of Nursing, University of Pittsburgh, Pittsburgh, PA,Clinical and Translational Science Institute, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Erin Jacobsen
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Chung-Chou H. Chang
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA,Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
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13
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Curtis LM, Kwasny MJ, Opsasnick L, O'Conor RM, Yoshino-Benavente J, Eifler M, Federman AD, Altschul D, Wolf MS. Change in Health Literacy over a Decade in a Prospective Cohort of Community-Dwelling Older Adults. J Gen Intern Med 2021; 36:916-922. [PMID: 33559068 PMCID: PMC8042084 DOI: 10.1007/s11606-020-06423-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 12/08/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Health literacy is often viewed as a static trait in longitudinal studies, which may over or underestimate an individual's ability to manage one's health. OBJECTIVES We sought to examine health literacy over time among older adults using three widely used measures. DESIGN A prospective cohort study. PARTICIPANTS Community-dwelling adults ages 55 to 74 at baseline with at least one follow-up visit (N = 656) recruited from one academic internal medicine clinic and six community health centers in Chicago, IL. MEASURES Health literacy was measured using the Test of Functional Health Literacy in Adults (TOFHLA), Newest Vital Sign (NVS), and Rapid Estimate of Adult Literacy in Medicine (REALM) at baseline and up to three follow-up time points. RESULTS In unadjusted analyses, significant changes since baseline were found beginning at the second follow-up (mean (M) = 6.0 years, SD = 0.6) for the TOFHLA (M = - 0.9, SD = 0.95, p = 0.049) and the REALM (M = 0.3, SD = 2.5, p = 0.004) and at the last follow-up (M = 8.6 years, SD = 0.5) for the NVS (M = - 0.2, SD = 1.4, p = 0.02). There were non-linear effects of baseline age on TOFHLA and NVS scores over time (piecewise cubic spline p = 0.01 and p < 0.001, respectively) and no effect on REALM scores (B = 0.02, 95% CI - 0.01 to 0.04, p = 0.17) using multivariable mixed-effects linear regression models, controlling for race, education, income, and comorbidity. CONCLUSION We found a negative relationship between age and health literacy over time as measured by the TOFHLA and NVS. Health literacy barriers appear to be more prevalent among individuals in later life, when self-care demands are similarly increasing. Clinicians might consider strategies to assess and respond to limited health literacy, particularly among patients 70 and older. REALM performance remained stable over 10 years of follow-up. This questions whether health literacy tools measure the same attribute. Prospective health literacy studies should carefully consider what measures to use, depending on their objective.
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Affiliation(s)
- Laura M Curtis
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA.
| | - Mary J Kwasny
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 680 N Lake Shore Drive, Suite 1400, Chicago, IL, 60611, USA
| | - Lauren Opsasnick
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA
| | - Rachel M O'Conor
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA
| | - Julia Yoshino-Benavente
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA
| | - Morgan Eifler
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA
| | - Alex D Federman
- Division of General Internal Medicine, Icahn School of Medicine at Mt. Sinai, 17 East 102nd Street, 7th Floor, New York, NY, 10029, USA
| | - Drew Altschul
- Department of Psychology, School of Philosophy, Psychology and Language Sciences, University of Edinburgh, Room F2, Psychology Building, 7 George Square, Edinburgh, EH8 9JZ, UK
| | - Michael S Wolf
- Center for Applied Health Research on Aging (CAHRA), Division of General Internal Medicine and Geriatrics, Northwestern University Feinberg School of Medicine, 750 N. Lake Shore Drive, 10th Floor, Chicago, IL, 60611, USA
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14
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Tavares Júnior JWL, Braga Neto P, Bonfadini JDC, Bittencourt L, Lopes CH, Mendes L, Siqueira Neto JI, Sousa V, Amaral A, Carrilho CG, Espindola JO, Casali MEA, Veras AB, Alves GS. Clinical characteristics and diagnostic accuracy of the revised Addenbrooke Cognitive Examination (ACE-R) in older adults with a low educational level. JORNAL BRASILEIRO DE PSIQUIATRIA 2021. [DOI: 10.1590/0047-2085000000310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
ABSTRACT Objective: To determine the diagnostic accuracy of the Addenbrooke’s Cognitive Examination Revised (ACE-R) as a cognitive screening tool for older adults with low levels of schooling and healthy aging, MCI and dementia in Brazil. Methods: All participants underwent neurological and psychiatric examinations and were administered a validated version of ACE-R. Results: A total of 85 participants were evaluated; most were females (84.7%, n = 72). The post hoc analysis showed statistical differences in ACE-R total scores between older adults with mild cognitive impairment (MCI) and controls (p < 0.001) and in subitem scores including verbal fluency, language, visuospatial skills and attention (p < 0.001). The visual-spatial skills subitem was the most strongly correlated with schooling level (r = 0.509, p < 0.001), whereas late, immediate recall and recognition memory were not influenced by schooling. The ACE-R had the best diagnostic accuracy in discriminating between MCI and controls = 0.69 (<57.5; 80/66), MD and controls = 0.98 (<50; 100/96), MCI and MD = 0.86 (<49.5; 100/74). Conclusions: ACE-R and Mini-Mental State Examination (MMSE) scores for older adults with MCI and controls were significantly lower than those reported in similar studies. These preliminary findings support the need for establishing reliable cut-off scores for cognitive assessment of older Brazilian adults with low schooling at risk for dementia taking into consideration ecological and local variables.
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Affiliation(s)
| | - Pedro Braga Neto
- Federal University of Ceara, Brazil; Ceara State University, Brazil; Walter Cantídio University Hospital, Brazil
| | | | | | | | | | | | | | | | | | | | | | | | - Gilberto Sousa Alves
- Federal University of Ceara, Brazil; Translational Psychiatry Research Group, Brazil; Federal University of Rio de Janeiro, Brazil
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15
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Goda A, Murata S, Nakano H, Nonaka K, Iwase H, Shiraiwa K, Abiko T, Anami K, Horie J. The Relationship between Subjective Cognitive Decline and Health Literacy in Healthy Community-Dwelling Older Adults. Healthcare (Basel) 2020; 8:healthcare8040567. [PMID: 33339302 PMCID: PMC7766868 DOI: 10.3390/healthcare8040567] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 12/13/2020] [Accepted: 12/15/2020] [Indexed: 11/21/2022] Open
Abstract
Few studies have examined the effects of health literacy on people at risk of developing dementia; its effects on the pathogenesis of subjective cognitive decline (SCD) are particularly unclear. This study aimed to clarify the relationship between health literacy and SCD in a population of healthy community-dwelling older adults. SCD status was assessed using the Cognitive Function domain of the Kihon Checklist (KCL-CF). Health literacy, in turn, was evaluated using the Communicative and Critical Health Literacy (CCHL) scale. Global cognitive function and depressive symptoms were evaluated using the Mini-Mental State Examination (MMSE) and a five-item version of the Geriatric Depression Scale (GDS-5), respectively. Participants who were suspected of having SCD were significantly older than their non-SCD peers, and scored significantly worse on the CCHL, MMSE, and GDS-5. In addition, SCD status was found to be associated with CCHL and GDS-5 scores, as well as age, according to a logistic regression analysis. These findings suggest that low health literacy is linked to SCD morbidity in healthy community-dwelling older adults and should prove useful in the planning of dementia prevention and intervention programs for this population.
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Affiliation(s)
- Akio Goda
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
- Correspondence: ; Tel.: +81-75-574-4313
| | - Shin Murata
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
| | - Hideki Nakano
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
| | - Koji Nonaka
- Department of Rehabilitation, Faculty of Health Sciences, Naragakuen University, Nara 631-8524, Japan; (K.N.); (K.A.)
| | - Hiroaki Iwase
- Department of Physical Therapy, Faculty of Rehabilitation, Kobe International University, Kobe 658-0032, Japan;
| | - Kayoko Shiraiwa
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
| | - Teppei Abiko
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
| | - Kunihiko Anami
- Department of Rehabilitation, Faculty of Health Sciences, Naragakuen University, Nara 631-8524, Japan; (K.N.); (K.A.)
| | - Jun Horie
- Department of Physical Therapy, Faculty of Health Sciences, Kyoto Tachibana University, Kyoto 607-8175, Japan; (S.M.); (H.N.); (K.S.); (T.A.); (J.H.)
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16
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Yu L, Schneider JA, Kapasi A, Bennett DA, Boyle PA. Limbic-predominant Age-related TDP-43 Encephalopathy and Distinct Longitudinal Profiles of Domain-specific Literacy. Alzheimer Dis Assoc Disord 2020; 34:299-305. [PMID: 32452861 PMCID: PMC7679283 DOI: 10.1097/wad.0000000000000389] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE Emerging evidence suggests that limbic-predominant age-related TAR DNA-binding protein-43 (TDP-43) encephalopathy impacts domain-specific literacy, a complex ability not assessed in traditional cognitive evaluations. We examined longitudinal profiles of financial and health literacy in relation to limbic-predominant age-related TDP-43 encephalopathy neuropathologic change (LATE-NC). PARTICIPANTS A total of 275 community-dwelling older persons who had completed annual literacy assessments, died and undergone brain autopsy. METHODS Financial and health literacy was assessed using a 32-item instrument. Latent class mixed effects models identified groups of individuals with distinct longitudinal literacy profiles. Regression models examined group differences in 9 common age-related neuropathologies assessed via uniform structured neuropathologic evaluations. RESULTS Two distinct literacy profiles emerged. The first group (N=121, 44%) had higher level of literacy at baseline, slower decline and less variabilities over time. The second group (N=154, 56%) had lower level of literacy at baseline, faster decline, and greater variabilities. Individuals from the latter group were older, with fewer years of education and more female. They also had higher burdens of Alzheimer disease and LATE-NC. The group association with Alzheimer disease was attenuated and no longer significant after controlling for cognition. By contrast, the association with LATE-NC persisted. CONCLUSION Limbic-predominant age-related TDP-43 encephalopathy is uniquely associated with distinct longitudinal profiles of financial and health literacy in old age.
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Affiliation(s)
- Lei Yu
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Julie A. Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - Alifiya Kapasi
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Pathology, Rush University Medical Center, Chicago, IL, USA
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Patricia A. Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
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17
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Association of TDP-43 Pathology With Domain-specific Literacy in Older Persons. Alzheimer Dis Assoc Disord 2020; 33:315-320. [PMID: 31305319 DOI: 10.1097/wad.0000000000000334] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Low health and financial literacy may be an early behavioral manifestation of cognitive impairment, dementia, and accumulating Alzheimer pathology. However, there are limited studies investigating the behavioral features associated with hyperphosphorylated transactive response DNA-binding protein-43 (TDP-43), a common age-related pathology, and even fewer studies investigating the neurobiological basis underlying low literacy in aging. OBJECTIVE To test the hypothesis that TDP-43 pathology is associated with lower literacy. MATERIALS AND METHODS Data came from 293 community-based older persons who were enrolled in 2 ongoing studies of aging. Participants completed literacy and cognitive assessments, consented to brain donation, and underwent detailed neuropathologic evaluation for Alzheimer disease (AD) and TDP-43. Linear regression models assessed the association of TDP-43 with literacy after adjusting for demographics, and AD pathology. Posthoc pairwise comparisons examined whether the level of literacy differed by TDP-43 stage. RESULTS TDP-43 pathology was associated with lower literacy (estimate=-3.16; SE=0.86; P<0.001), above and beyond demographics and AD pathology, and this association persisted even after additionally adjusting for global cognition (estimate=-1.53; SE=0.74; P=0.038). Further, literacy was lower among persons with neocortical TDP-43 pathology compared with those without TDP-43 pathology. CONCLUSIONS TDP-43 pathology is associated with lower health and financial literacy in old age, above and beyond AD pathology.
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18
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Stewart CC, Yu L, Lamar M, Wilson RS, Bennett DA, Boyle PA. Associations of health and financial literacy with mortality in advanced age. Aging Clin Exp Res 2020; 32:951-957. [PMID: 31273677 DOI: 10.1007/s40520-019-01259-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 06/24/2019] [Indexed: 01/08/2023]
Abstract
BACKGROUND Health and financial literacy are central to older adults' well-being and financial standing, but the relation of literacy with mortality in advanced age remains unclear. AIMS To determine whether lower literacy, as reflected in measures of total literacy and subscales of health and financial literacy, was associated with an increased risk of mortality. METHODS Participants were 931 community-based older adults from the Rush Memory and Aging Project [age: mean (SD) = 80.9 (7.6), range 58.8-100.8], an ongoing, prospective observational cohort study of aging. Participants were without dementia at the time literacy was assessed. Proportional hazards models were used to determine whether literacy measures were associated with mortality. RESULTS During up to 8 years of follow-up, 224 (24.1% of 931) participants died. In models that adjusted for age, sex, and education, lower total, health, and financial literacy were each associated with an increased risk of mortality (total literacy: HR = 1.020, 95% CI 1.010-1.031, p < 0.001; health literacy: HR = 1.015, 95% CI 1.008-1.023, p < 0.001; financial literacy: HR = 1.013, 95% CI 1.003-1.023, p = 0.014). These associations persisted after additionally adjusting for income and indices of health status; however, only the association of lower health literacy with mortality persisted after further adjusting for a robust measure of global cognition. DISCUSSION We suspect that the current associations of lower literacy with mortality reflect the detrimental effect of early pathologic brain aging on literacy. CONCLUSIONS Lower literacy, particularly lower health literacy, is associated with mortality in advanced age.
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Affiliation(s)
- Christopher C Stewart
- Department of Neurology, Indiana University School of Medicine, 355 W. 16th St. (GH 4222), Indianapolis, IN, 46202, USA.
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Melissa Lamar
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
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19
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Yu L, Mottola G, Bennett DA, Boyle PA. Confidence in Financial and Health Literacy and Cognitive Health in Older Persons. J Alzheimers Dis 2020; 75:1229-1240. [PMID: 32176649 DOI: 10.3233/jad-200001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Gary Mottola
- FINRA Investor Education Foundation, Washington, DC, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL, USA
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20
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Longitudinal change in physical functioning and dropout due to death among the oldest old: a comparison of three methods of analysis. Eur J Ageing 2019; 17:207-216. [PMID: 32547348 PMCID: PMC7292844 DOI: 10.1007/s10433-019-00533-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Longitudinal studies examining changes in physical functioning with advancing age among very old people are plagued by high death rates, which can lead to biased estimates. This study was conducted to analyse changes in physical functioning among the oldest old with three distinct methods which differ in how they handle dropout due to death. The sample consisted of 3992 persons aged 90 or over in the Vitality 90+ Study who were followed up on average for 2.5 years (range 0–13 years). A generalized estimating equation (GEE) with independent ‘working’ correlation, a linear mixed-effects (LME) model and a joint model consisting of longitudinal and survival submodels were used to estimate the effect of age on physical functioning over 13 years of follow-up. We observed significant age-related decline in physical functioning, which furthermore accelerated significantly with age. The average rate of decline differed markedly between the models: the GEE-based estimate for linear decline among survivors was about one-third of the average individual decline in the joint model and half the decline indicated by the LME model. In conclusion, the three methods yield substantially different views on decline in physical functioning: the GEE model may be useful for considering the effect of intervention measures on the outcome among living people, whereas the LME model is biased regarding studying outcomes associated with death. The joint model may be valuable for predicting the future characteristics of the oldest old and planning elderly care as life expectancy continues gradually to rise.
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21
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Oliveira D, Bosco A, di Lorito C. Is poor health literacy a risk factor for dementia in older adults? Systematic literature review of prospective cohort studies. Maturitas 2019; 124:8-14. [DOI: 10.1016/j.maturitas.2019.03.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 03/08/2019] [Accepted: 03/14/2019] [Indexed: 11/25/2022]
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22
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Lamar M, Wilson RS, Yu L, James BD, Stewart CC, Bennett DA, Boyle PA. Associations of literacy with diabetes indicators in older adults. J Epidemiol Community Health 2018; 73:250-255. [PMID: 30530520 DOI: 10.1136/jech-2018-210977] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 08/01/2018] [Accepted: 11/19/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Literacy, the ability to access, understand and utilise information and concepts from diverse sources in ways that promote good outcomes is key to successful ageing. Domain-specific health and financial literacy are particularly relevant to older adults as they face increasingly complex health and financial demands including those related to chronic conditions like type 2 diabetes. We therefore investigated the associations of literacy, including health and financial literacy, with diabetes indicators (ie, haemoglobin A1c and blood glucose) in a community-based cohort study of ageing. METHODS Participants were 908 non-demented older adults (age ~81 years;75% women) from the Rush Memory and Aging Project. Literacy was measured using questions designed to assess comprehension of health and financial information and concepts and yielded a total score and domain-specific health and financial literacy scores. Non-fasting haemoglobin A1c and blood glucose samples were collected, participants were queried about diabetes status and medications for diabetes were visually inspected and coded. Participants also underwent a cognitive assessment, medical history and depressive symptom screening. RESULTS In separate multivariable linear regression models, total (p values <0.03) and health (p values <0.009) literacy were inversely associated with haemoglobin A1c and blood glucose levels after adjusting for age, sex, education, hypertension, global cognitive functioning and depressive symptoms. Financial literacy was inversely associated with haemoglobin A1c levels in adjusted models (p=0.04). Sensitivity analyses conducted among individuals without diabetes revealed similar results. CONCLUSION Lower literacy levels are associated with higher diabetes indicators, particularly haemoglobin A1c which is suggestive of longer-term glycaemic instability.
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Affiliation(s)
- Melissa Lamar
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Robert S Wilson
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Lei Yu
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Bryan D James
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Christopher C Stewart
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - David A Bennett
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA
| | - Patricia A Boyle
- Rush Alzheimer's Disease Center, Chicago, Illinois, USA.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois, USA
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23
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Stewart CC, Yu L, Wilson RS, Bennett DA, Boyle PA. Correlates of healthcare and financial decision making among older adults without dementia. Health Psychol 2018; 37:618-626. [PMID: 29565601 DOI: 10.1037/hea0000610] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Healthcare and financial decision making among older persons has been previously associated with cognition, health and financial literacy, and risk aversion; however, the manner by which these resources support decision making remains unclear, as past studies have not systematically investigated the pathways linking these resources with decision making. In the current study, we use path analysis to examine the direct and indirect pathways linking age, education, cognition, literacy, and risk aversion with decision making. We also decomposed literacy into its subcomponents, conceptual knowledge and numeracy, in order to examine their associations with decision making. METHOD Participants were 937 community-based older adults without dementia from the Rush Memory and Aging Project who completed a battery of cognitive tests and assessments of healthcare and financial decision making, health and financial literacy, and risk aversion. RESULTS Age and education exerted effects on decision making, but nearly two thirds of their effects were indirect, working mostly through cognition and literacy. Cognition exerted a strong direct effect on decision making and a robust indirect effect working primarily through literacy. Literacy also exerted a powerful direct effect on decision making, as did its subcomponents, conceptual knowledge and numeracy. The direct effect of risk aversion was comparatively weak. CONCLUSIONS In addition to cognition, health and financial literacy emerged as independent and primary correlates of healthcare and financial decision making. These findings suggest specific actions that might be taken to optimize healthcare and financial decision making and, by extension, improve health and well-being in advanced age. (PsycINFO Database Record
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Affiliation(s)
| | - Lei Yu
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Robert S Wilson
- Department of Behavioral Sciences, Rush Alzheimer's Disease Center
| | - David A Bennett
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Patricia A Boyle
- Department of Behavioral Sciences, Rush University Medical Center
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Bennett DA, Buchman AS, Boyle PA, Barnes LL, Wilson RS, Schneider JA. Religious Orders Study and Rush Memory and Aging Project. J Alzheimers Dis 2018; 64:S161-S189. [PMID: 29865057 PMCID: PMC6380522 DOI: 10.3233/jad-179939] [Citation(s) in RCA: 650] [Impact Index Per Article: 108.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The Religious Orders Study and Rush Memory and Aging Project are both ongoing longitudinal clinical-pathologic cohort studies of aging and Alzheimer's disease (AD). OBJECTIVES To summarize progress over the past five years and its implications for understanding neurodegenerative diseases. METHODS Participants in both studies are older adults who enroll without dementia and agree to detailed longitudinal clinical evaluations and organ donation. The last review summarized findings through the end of 2011. Here we summarize progress and study findings over the past five years and discuss new directions for how these studies can inform on aging and AD in the future. RESULTS We summarize 1) findings on the relation of neurobiology to clinical AD; 2) neurobiologic pathways linking risk factors to clinical AD; 3) non-cognitive AD phenotypes including motor function and decision making; 4) the development of a novel drug discovery platform. CONCLUSION Complexity at multiple levels needs to be understood and overcome to develop effective treatments and preventions for cognitive decline and AD dementia.
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Affiliation(s)
- David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL., USA
| | - Aron S. Buchman
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL., USA
| | - Patricia A. Boyle
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL., USA
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL., USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL., USA
| | - Robert S. Wilson
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL., USA
- Department of Behavioral Sciences, Rush University Medical Center, Chicago, IL., USA
| | - Julie A Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL., USA
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL., USA
- Department of Pathology (Neuropathology), Rush University Medical Center, Chicago, IL., USA
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