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Campos ACBF, Teixeira IG, Moraes NDS, Cadorin IDJ, Morelli PM, Lidio AV, Medeiros EB, Garcez ML, Keller GS, Kucharska E, da Rosa MI, Ceretta LB, Quevedo J, Budni J. Prevalence of cognitive impairment and associated factors in older people. J Affect Disord 2024; 355:283-289. [PMID: 38479509 DOI: 10.1016/j.jad.2024.03.072] [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: 10/16/2023] [Revised: 03/01/2024] [Accepted: 03/10/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Older people are the fastest-growing age group, with the highest risk of cognitive impairment. This study assessed the prevalence and associated factors with cognitive impairment in community-dwelling older people. METHODS Older people were interviewed and accomplished through sociodemographic and health questionnaires. The quantitative variables were described by mean and standard deviation or median and interquartile range. The significance level adopted was 5 % (p < 0.05). The association between the quantitative variables was evaluated using the Pearson or Spearman correlation coefficients. RESULTS The research population comprised 165 long-lived adults aged ≥80. The youngest one was 80, and the oldest one was 94 years old. The participants were 84.8 ± 3.6 years old, female (63 %) with a mean of education of 2.9 ± 1.8 years. A poor performance in the Mini-Mental State Examination (MMSE) was found in 58 (35.2 %) individuals when adjusted for educational level. After adjustment for confounding factors, body mass index (BMI) (p = 0.09), total older adults' income (up to 1 minimum wage [mw], p = 0.023; over 1 to 2 mw, p = 0.023), functional disability (Moderate dependence 75 %, p = 0.038; Moderate dependence 50 %, p = 0.081; Moderate dependence 25 %, p = 0.054), and the anxiety scale (p = 0.032), remained associated with cognitive impairment. CONCLUSIONS This study showed that BMI, total older adults' income, functional disability, and anxiety are related to cognitive impairment in long-lived adults. This study has some limitations, such as the fact that it is a cross-sectional study, the reduced number of individuals, and the fact that there were no comparisons among different ages and populations.
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Affiliation(s)
| | - Iara Gonçalves Teixeira
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Nayara de Souza Moraes
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Isabela de Jesus Cadorin
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Patrícia Mariotto Morelli
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Adrielly Vargas Lidio
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Eduarda Behenck Medeiros
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Michelle Lima Garcez
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Gabriela Serafim Keller
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Ewa Kucharska
- Akademia Ignatianum w Krakowie Wydział Pedagogiczny Instytut Nauk o Wychowaniu, Krakow, Poland
| | - Maria Inês da Rosa
- Graduate Program in Public Health (PPGSCol), University of Southern Santa Catarina (UNESC), Criciúma, Santa Catarina, Brazil; Laboratory of Translational Biomedicine, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Luciane Bisognin Ceretta
- Graduate Program in Public Health (PPGSCol), University of Southern Santa Catarina (UNESC), Criciúma, Santa Catarina, Brazil
| | - João Quevedo
- Center of Excellence on Mood Disorders, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Translational Psychiatry Program, Department of Psychiatry and Behavioral Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Neuroscience Graduate Program, Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston (UTHealth), Houston, TX, USA; Laboratory of Translational Psychiatry, Graduate Program in Health Science (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil
| | - Josiane Budni
- Laboratory of Experimental Neurology, Graduate Program in Health Sciences (PPGCS), University of Southern Santa Catarina (UNESC), Criciúma, SC, Brazil.
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Guo M, Xu S, He X, He J, Yang H, Zhang L. Decoding emotional resilience in aging: unveiling the interplay between daily functioning and emotional health. Front Public Health 2024; 12:1391033. [PMID: 38694972 PMCID: PMC11061423 DOI: 10.3389/fpubh.2024.1391033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 04/04/2024] [Indexed: 05/04/2024] Open
Abstract
Background EPs pose significant challenges to individual health and quality of life, attracting attention in public health as a risk factor for diminished quality of life and healthy life expectancy in middle-aged and older adult populations. Therefore, in the context of global aging, meticulous exploration of the factors behind emotional issues becomes paramount. Whether ADL can serve as a potential marker for EPs remains unclear. This study aims to provide new evidence for ADL as an early predictor of EPs through statistical analysis and validation using machine learning algorithms. Methods Data from the 2018 China Health and Retirement Longitudinal Study (CHARLS) national baseline survey, comprising 9,766 samples aged 45 and above, were utilized. ADL was assessed using the BI, while the presence of EPs was evaluated based on the record of "Diagnosed with Emotional Problems by a Doctor" in CHARLS data. Statistical analyses including independent samples t-test, chi-square test, Pearson correlation analysis, and multiple linear regression were conducted using SPSS 25.0. Machine learning algorithms, including Support Vector Machine (SVM), Decision Tree (DT), and Logistic Regression (LR), were implemented using Python 3.10.2. Results Population demographic analysis revealed a significantly lower average BI score of 65.044 in the "Diagnosed with Emotional Problems by a Doctor" group compared to 85.128 in the "Not diagnosed with Emotional Problems by a Doctor" group. Pearson correlation analysis indicated a significant negative correlation between ADL and EPs (r = -0.165, p < 0.001). Iterative analysis using stratified multiple linear regression across three different models demonstrated the persistent statistical significance of the negative correlation between ADL and EPs (B = -0.002, β = -0.186, t = -16.476, 95% CI = -0.002, -0.001, p = 0.000), confirming its stability. Machine learning algorithms validated our findings from statistical analysis, confirming the predictive accuracy of ADL for EPs. The area under the curve (AUC) for the three models were SVM-AUC = 0.700, DT-AUC = 0.742, and LR-AUC = 0.711. In experiments using other covariates and other covariates + BI, the overall prediction level of machine learning algorithms improved after adding BI, emphasizing the positive effect of ADL on EPs prediction. Conclusion This study, employing various statistical methods, identified a negative correlation between ADL and EPs, with machine learning algorithms confirming this finding. Impaired ADL increases susceptibility to EPs.
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Affiliation(s)
- Minhua Guo
- School of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
- Key Laboratory of Hunan Province for Integrated Traditional Chinese and Western Medicine on Prevention and Treatment of Cardio-Cerebral Diseases, College of Integrated Traditional Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Songyang Xu
- School of Mechatronics and Energy Engineering, NingboTech University, Ningbo, China
| | - Xiaofang He
- Nursing Department, Guizhou Provincial People's Hospital, Guiyang, Guizhou, China
| | - Jiawei He
- School of Integrated Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
- Key Laboratory of Hunan Province for Integrated Traditional Chinese and Western Medicine on Prevention and Treatment of Cardio-Cerebral Diseases, College of Integrated Traditional Chinese and Western Medicine, Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Hui Yang
- Department of Neurology, The Second Affiliated Hospital of Guizhou University of Chinese Medicine, Guiyang, Guizhou, China
| | - Lin Zhang
- Department of Neurology, The Second Affiliated Hospital of Guizhou University of Chinese Medicine, Guiyang, Guizhou, China
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Fernández MP, Labra JA, Menor J, Alegre E. Analysis of Convergent Validity of Performance-Based Activities of Daily Living Assessed by PA-IADL Test in Relation to Traditional (Standard) Cognitive Assessment to Identify Older Adults with Mild Cognitive Impairment. Behav Sci (Basel) 2023; 13:975. [PMID: 38131831 PMCID: PMC10740513 DOI: 10.3390/bs13120975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/11/2023] [Accepted: 11/22/2023] [Indexed: 12/23/2023] Open
Abstract
Difficulty in performing instrumental activities of daily living (IADLs) is currently considered an important indicator of cognitive impairment in the elderly. A non-experimental case-control investigation was conducted to assess the convergent validity of the PA-IADL with traditional (standard) cognitive assessment tests in its ability to identify adults with mild cognitive impairment. The analysis of the data was carried out by means of various multivariate statistical tests, and the sequence in its execution led to the conclusion that 8 of the 12 Tasks that make up the PA-IADL allow for the identification of people with mild cognitive impairment (MCI) to the same extent as traditional cognitive assessment tests and regardless of age. Age was found to be a moderating variable in the performance of the eight tasks; however, the results allow us to hypothesize that people with MCI experience a significant decline when it happens but thereafter, the deterioration that occurs does so at the same rate as the deterioration experienced by healthy people. They also allow us to hypothesize that the difference in the cognitive skills required by the eight functional tasks, and therefore also in the cognitive skills required by the traditional (standard) tests of a person with MCI compared to a person of the same age without MCI (Healthy), is approximately 10 years. These hypotheses have remarkable relevance and should be tested via longitudinal research. In the meantime, the results highlight the importance of the IADL assessment for the diagnosis of MCI as a complement to the standard cognitive assessment.
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Affiliation(s)
- María Paula Fernández
- Department of Psychology, Oviedo University, Plaza de Feijoo, 33003 Oviedo, Spain; (M.P.F.); (J.M.)
| | - José Antonio Labra
- Department of Psychology, Oviedo University, Plaza de Feijoo, 33003 Oviedo, Spain; (M.P.F.); (J.M.)
| | - Julio Menor
- Department of Psychology, Oviedo University, Plaza de Feijoo, 33003 Oviedo, Spain; (M.P.F.); (J.M.)
| | - Eva Alegre
- Department of Well-Being and Health, Town Hall of Villaquilambre, 24193 Villaquilambre, Spain;
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Chuang IC, Chiau HY, Liao WW, Wu YR, Chang CH, Wu CY. Effects of computer-based cognitive training combined with physical training for older adults with cognitive impairment: A four-arm randomized controlled trial. Digit Health 2023; 9:20552076231203633. [PMID: 37744745 PMCID: PMC10515553 DOI: 10.1177/20552076231203633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 09/08/2023] [Indexed: 09/26/2023] Open
Abstract
Objective Combined physical (PHY) and cognitive (COG) training in sequential (SEQ) and simultaneous (SIMUL) sessions may delay the progression of cognitive impairment. To date, no study has directly compared in older adults with cognitive impairment the effects of COG training, PHY training, SEQ motor-cognitive training and SIMUL motor-cognitve training on specific indices of cognitive performance and activities of daily living (ADL). The purpose of this study was to determine whether SEQ and SIMUL motor-cognitive training can improve treatment outcomes compared with PHY or COG training alone. We also aimed to compare the effects of SEQ versus SIMUL motor-cognitive training on cognitive functions and instrumental ADL (IADL) in older adults with cognitive impairment. Methods A cluster randomized controlled trial was conducted. Eighty older adults with cognitive impairment were randomly assigned to COG, PHY, SEQ or SIMUL training groups. The intervention consisted of 90-min training sessions, totaling 36 sessions. Outcome measures were the Montreal Cognitive Assessment, three subtests of the Wechsler Memory Scale (WMS) and the Lawton IADL scale. Results Significant interaction effects between group and time were found in WMS-spatial span (p = 0.04) and WMS-word lists (p = 0.041). For WMS-spatial span, the SIMUL group showed outperformed the COG (p = 0.039), PHY (p = 0.010) and SEQ groups (p = 0.017). For WMS-word lists, the SEQ group improve more than COG (p = 0.013), PHY (p = 0.030) and SIMUL (p = 0.019) groups. No significant differences were found in IADL performance among four groups (p = 0.645). Conclusions Our study showed SEQ and SIMUL motor-cognitive training led to more pronounced improvements in visuospatial working memory or verbal memory compared with isolated COG or PHY training for community-based older adults with cognitive impairment. For enhancing effects on IADL, we suggest the use of sensitive measurement tools and context-enriched cognitive training involving real-life task demands.
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Affiliation(s)
- I-Ching Chuang
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, Taoyuan
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan
| | - Hui-Yan Chiau
- Institute of Cognitive Neuroscience, National Central University, Taoyuan
| | - Wan-Wen Liao
- Department of Gerontological Health Care, National Taipei University of Nursing and Health Sciences, Taipei City
| | - Yih-Ru Wu
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan
- College of Medicine, Chang Gung University, Taoyuan
| | - Chih-Hung Chang
- Program in Occupational Therapy, Washington University in St Louis School of Medicine, St Louis, MO, USA
- Department of Medicine, Washington University in St Louis School of Medicine, St Louis, MO, USA
- Department of Orthopaedic Surgery, Washington University in St Louis School of Medicine, St Louis, MO, USA
| | - Ching-Yi Wu
- Department of Occupational Therapy and Graduate Institute of Behavioral Sciences, College of Medicine, Chang Gung University, Taoyuan
- Healthy Aging Research Center, Chang Gung University, Taoyuan
- Department of Physical Medicine and Rehabilitation, Linkou Chang Gung Memorial Hospital, Taoyuan
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Bezdicek O, Ferreira J, Fellows R, Liepelt-Scarfone I. Editorial: Activities of daily living and everyday functioning: From normal aging to neurodegenerative diseases. Front Aging Neurosci 2023; 15:1161736. [PMID: 37020860 PMCID: PMC10067896 DOI: 10.3389/fnagi.2023.1161736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 02/27/2023] [Indexed: 04/07/2023] Open
Affiliation(s)
- Ondrej Bezdicek
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czechia
- *Correspondence: Ondrej Bezdicek
| | - Joaquim Ferreira
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Robert Fellows
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Inga Liepelt-Scarfone
- German Center for Neurodegenerative Diseases (DZNE) and Hertie Institute for Clinical Brain Research, Eberhard Karls University Tübingen, Tübingen, Germany
- IB-Hochschule, Stuttgart, Germany
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