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Piedra LM, Iveniuk J, Howe MJK, Pudelek K, Marquez DX. Addressing Cognitive Assessment Disparities Among Hispanic Adults: Adapting the MoCA-SA for Improved Accuracy and Accessibility Among Spanish Speakers. J Gerontol B Psychol Sci Soc Sci 2025; 80:S41-S54. [PMID: 38577771 PMCID: PMC11742152 DOI: 10.1093/geronb/gbae036] [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: 05/15/2023] [Indexed: 04/06/2024] Open
Abstract
OBJECTIVES Hispanic adults display a higher likelihood of early-stage cognitive decline than their White counterparts yet receive fewer clinical diagnoses. This troubling trend highlights the significance of longitudinal surveys like the National Social Life, Health, and Aging Project (NSHAP) in monitoring cognitive changes in aging Hispanics. Using NSHAP's Rounds 2 and 3, we observed notable cognitive score differences between English and Spanish speakers, as assessed by the survey-adapted version of the Montreal Cognitive Assessment (MoCA-SA). Our study aims to discern if statistical adjustments can reduce measurement variance in global cognition scores between these language groups. METHODS We applied modification indexes, 2-parameter item response theory models, and split-sample testing to pinpoint items that exhibit resilience to language-related bias among our Hispanic sample. From this analysis, an abbreviated version of the MoCA-SA, termed MoCA-SAA, was introduced. Subsequently, we juxtaposed the performance and predictive validity of both MoCA versions against four consequential outcomes indicative of cognitive decline. RESULTS Our refined methodologies enabled the identification of consistent items across both language cohorts. The MoCA-SAA demonstrated performance and predictive validity in line with the original MoCA-SA concerning outcomes linked to cognitive deterioration. DISCUSSION The translated measures ensure the inclusion of Hispanic Spanish speakers in NSHAP, who might otherwise be overlooked. The statistical adjustment outlined in this study offers a means to mitigate potential measurement disparities when assessing overall cognition. Despite these advancements, we acknowledge persistent issues related to the translation of the MoCA-SA into Spanish that warrant further attention.
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Affiliation(s)
- Lissette M Piedra
- School of Social Work, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - James Iveniuk
- The Bridge at NORC at the University of Chicago, Chicago, Illinois, USA
| | - Melissa J K Howe
- The Bridge at NORC at the University of Chicago, Chicago, Illinois, USA
| | - Kelly Pudelek
- The Bridge at NORC at the University of Chicago, Chicago, Illinois, USA
| | - David X Marquez
- Department of Kinesiology and Nutrition, University of Illinois Chicago, Chicago, Illinois, USA
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Iveniuk J, Zhong S, Wilder J, Marshall GL, Boyle P, Hanis-Martin J, Hawkley L, Piedra LM, Riley AR, Lee H. Race/Ethnicity and the Measurement of Cognition in the National Social Life, Health, and Aging Project: Recommendations for Robustness. J Gerontol B Psychol Sci Soc Sci 2025; 80:S55-S65. [PMID: 38596861 PMCID: PMC11742139 DOI: 10.1093/geronb/gbae043] [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: 05/04/2023] [Indexed: 04/11/2024] Open
Abstract
OBJECTIVES In this study, we examine the measurement of cognition in different racial/ethnic groups to move toward a less biased and more inclusive set of measures for capturing cognitive change and decline in older adulthood. METHODS We use data from Round 2 (N = 3,377) and Round 3 (N = 4,777) of the National Social Life, Health, and Aging Project (NSHAP) and examine the study's Survey Adjusted version of the Montreal Cognitive Assessment (MoCA-SA). We employ exploratory factor analyses to explore configural invariance by racial/ethnic group. Using modification indexes, 2-parameter item response theory models, and split-sample testing, we identify items that seem robust to bias by race. We test the predictive validity of the full (18-item) and short (4-item) MoCA-SAs using self-reported dementia diagnosis, instrumental activities of daily living, proxy reports of dementia, proxy reports of dementia-related death, and National Death Index reports of dementia-related death. RESULTS We found that 4 measures out of the 18 used in NSHAP's MoCA-SA formed a scale that was more robust to racial bias. The shortened form predicted consequential outcomes as well as NSHAP's full MoCA-SA. The short form was also moderately correlated with the full form. DISCUSSION Although sophisticated structural equation modeling techniques would be preferable for assuaging measurement invariance by race in NSHAP, the shortened form of the MoCA-SA provides a quick way for researchers to carry out robustness checks and to see if the disparities and associations by race they document are "real" or the product of artifactual bias.
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Affiliation(s)
- James Iveniuk
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Selena Zhong
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Jocelyn Wilder
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Gillian L Marshall
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Patricia Boyle
- RUSH Alzheimer's Disease Center, RUSH University, Chicago, Illinois, USA
| | - Jennifer Hanis-Martin
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Louise Hawkley
- The Bridge, and the Center on Equity Resarch, NORC at the University of Chicago, Chicago, Illinois, USA
| | - Lissette M Piedra
- Department of Latina/Latino Studies, School of Social Work, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Alicia R Riley
- Department of Sociology, Global and Community Health, University of California Santa Cruz, Santa Cruz, California, USA
| | - Haena Lee
- Department of Sociology, Sungkyunkwan University, Seoul, Korea
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Ramos-Henderson M, Calderón C, Domic-Siede M. Education bias in typical brief cognitive tests used for the detection of dementia in elderly population with low educational level: a critical review. APPLIED NEUROPSYCHOLOGY. ADULT 2025; 32:253-261. [PMID: 36519252 DOI: 10.1080/23279095.2022.2155521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Dementia is a significant decline in cognition that interfere with independent, daily functioning. Dementia is a syndrome caused by a myriad and include primary neurologic, neuropsychiatric, and medical conditions. It has been projected that the prevalence of dementia will triple in the elderly population by the year 2050. Despite the benefits of early diagnosis, there is an effective under-detection of around 62% of people with mild cognitive impairment (MCI) or dementia. One of the factors associated with this problem is that diagnostic techniques are affected by the educational level of those evaluated. This is an important aspect to consider in the use of brief cognitive tests for the detection of dementia. This review presents and critically analyzes the available evidence regarding the effect of educational level on the diagnostic utility of three of the most widely used tools in the clinical setting: the Mini-mental Test Examination (MMSE), the Montreal Cognitive Assessment (MoCA), and the Addenbrooke's Cognitive Examination (ACE). Previous evidence shows that the tasks that require reading, writing, calculation, phonological fluency, and visuoconstruction are affected by educational level. These results lead to discourage the use of these tests in older people with less than 6 years of schooling. The development of brief cognitive tests appropriate for people with a low educational level is recommended. We posit that adequate cognitive tests should not consider tasks or items that resemble characteristics of academic contexts and should be more analogous to daily activities situations.
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Affiliation(s)
- Miguel Ramos-Henderson
- Laboratorio de Neurociencia Cognitiva, Escuela de Psicología, Facultad de Humanidades, Universidad Católica del Norte, Antofagasta, Chile
- Centro de Investigación e Innovación en Gerontología Aplicada CIGAP, Facultad de Salud, Universidad Santo Tomás, Antofagasta, Chile
| | - Carlos Calderón
- Laboratorio de Neurociencia Cognitiva, Escuela de Psicología, Facultad de Humanidades, Universidad Católica del Norte, Antofagasta, Chile
| | - Marcos Domic-Siede
- Laboratorio de Neurociencia Cognitiva, Escuela de Psicología, Facultad de Humanidades, Universidad Católica del Norte, Antofagasta, Chile
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Duan S, Chen D, Wang J, Paramboor MS, Xia Z, Xu W, Han K, Zhu T, Jiang X. Digital Exclusion and Cognitive Function in Elderly Populations in Developing Countries: Insights Derived From 2 Longitudinal Cohort Studies. J Med Internet Res 2024; 26:e56636. [PMID: 39546790 DOI: 10.2196/56636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 07/10/2024] [Accepted: 10/16/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND Cognition disorders not only lead to adverse health consequences but also contribute to a range of socioeconomic challenges and diminished capacity for performing routine daily activities. In the digital era, understanding the impact of digital exclusion on cognitive function is crucial, especially in developing countries. OBJECTIVE This study aimed to evaluate the association between digital exclusion and cognitive function among elderly populations in developing countries. METHODS Using data from CHARLS (China Health and Retirement Longitudinal Study) from 2011 to 2020 and MHAS (Mexican Health & Aging Study) from 2012 to 2021, we defined digital exclusion as self-reported absence from the internet. Cognitive function was assessed through 5 tests: orientation, immediate verbal recall, delayed verbal recall, serial 7s, and figure recall. Cognitive function was assessed in 2 categories: worse cognition (a categorical variable that classifies cognition as either better or worse compared to the entire cohort population) and cognitive scores (a continuous variable representing raw cognitive scores across multiple follow-up waves). Logistic regression analyses and generalized estimating equation (GEE) analyses were used to examine the relationship between cognitive function and digital exclusion, adjusting for potential confounders, including demographics, lifestyle factors, history of chronic diseases, basic activities of daily living (BADL) disability, instrumental activities of daily living (IADL) disability, and basic cognitive abilities. RESULTS After excluding participants with probable cognitive impairment at baseline and those who did not have a complete cognitive assessment in any given year (ie, all tests in the cognitive assessment must be completed in any follow-up wave), a total of 24,065 participants in CHARLS (n=11,505, 47.81%) and MHAS (n=12,560, 52.19%) were included. Of these, 96.78% (n=11,135) participants in CHARLS and 70.02% (n=8795) in MHAS experienced digital exclusion. Adjusted logistic regression analyses revealed that individuals with digital exclusion were more likely to exhibit worse cognitive performance in both CHARLS (odds ratio [OR] 2.04, 95% CI 1.42-2.99; P<.001) and MHAS (OR 1.40, 95% CI 1.26-1.55; P<.001). Gender and age did not significantly modify the relationship between digital exclusion and worse cognition (intervention P>.05). The fully adjusted mean differences in global cognitive scores between the 2 groups were 0.98 (95% CI 0.70-1.28; P<.001) in CHARLS and 0.50 (95% CI 0.40-0.59; P<.001) in MHAS. CONCLUSIONS A substantial proportion of older adults, particularly in China, remain excluded from internet access. Our study examined longitudinal changes in cognitive scores and performed cross-sectional comparisons using Z-score standardization. The findings suggest that digital exclusion is linked to an increased risk of cognitive decline among older adults in developing countries. Promoting internet access may help mitigate this risk and support better cognitive health in these populations.
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Affiliation(s)
- Sainan Duan
- Department of Anesthesiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Dongxu Chen
- Department of Anesthesiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
| | - Jinping Wang
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu, China
| | - Mohammed Sharooq Paramboor
- Department of Anesthesiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhen Xia
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Wanting Xu
- Department of Anesthesiology, Shengli Oilfield Central Hospital, Dongying, China
| | - Kun Han
- Department of Anesthesiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
| | - Tao Zhu
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, China
- The Research Units of West China (2018RU012)-Chinese Academy of Medical Sciences, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoqin Jiang
- Department of Anesthesiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
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Li H, Peng A, Lai W, Wu J, Ji S, Hu D, Chen S, Zhu C, Hong Q, Zhang M, Chen L. Impacts of education level on Montreal Cognitive Assessment and saccades in community residents from Western China. Clin Neurophysiol 2024; 161:27-39. [PMID: 38432186 DOI: 10.1016/j.clinph.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 01/26/2024] [Accepted: 02/13/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVES This cross-sectional study sought to evaluate the effectiveness of the Montreal Cognitive Assessment (MoCA) and saccade in discerning the cognitive function levels among community populations characterized by diverse educational backgrounds. METHODS Data from 665 Western China individuals encompassed MoCA scores and saccade performance. The study examined how education level and age influenced these assessments and highlighted the contrasting abilities of these measures in detecting cognitive abnormalities. RESULTS The saccade model revealed a consistent cognitive impairment prevalence (15.5%) compared to previous clinical data (9.7% to 23.3%), while MoCA exhibited variable rates (25.1% to 52.8%). Notably, saccades and MoCA significantly diverged in detecting cognitive dysfunction. Additionally, education level had a greater impact on MoCA (effect size: 0.272) compared to saccades (0.024) affecting all MoCA sub-items, with age exerting a smaller influence on MoCA (0.037) compared to saccades (0.056). CONCLUSION Saccades are less susceptible to the influence of education level when compared to MoCA, making saccade a potentially more suitable cognitive screening tool for rural community populations. SIGNIFICANCE This study represents a pioneering approach by employing saccade detection within community populations to distinguish cognitive function status.
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Affiliation(s)
- Hua Li
- Research Center of Clinical Epidemiology and Evidence-Based Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China; Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Anjiao Peng
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Wanlin Lai
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Junru Wu
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Shuming Ji
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Dan Hu
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Shujuan Chen
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Chenxing Zhu
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Qiulei Hong
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Lei Chen
- Research Center of Clinical Epidemiology and Evidence-Based Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China; Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
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Fowler Davis S, Benkowitz C, Nield L, Dayson C. Green spaces and the impact on cognitive frailty: a scoping review. Front Public Health 2024; 11:1278542. [PMID: 38283295 PMCID: PMC10810992 DOI: 10.3389/fpubh.2023.1278542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 12/21/2023] [Indexed: 01/30/2024] Open
Abstract
Some literature indicates that contact with green spaces can benefit health and wellbeing, but it is unclear whether this is protective of cognitive health in older people. Using Arskey and O'Malley's framework the aim was to investigate ageing, cognitive frailty and the effects of green access including any causality. The evidence was somewhat inconsistent but suggestive for a beneficial role of green space exposure on cognitive functions. Results suggested that globally, the poorer urban environments are high risk for older people's mental health and these places often lack parks and green spaces. There is evidence that the level of activity and social participation may be greater with access to green spaces and therefore reduces health risks. Green spaces seem to have a role in preventing cognitive frailty, especially for more vulnerable older populations living in poorer urban environments.
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Affiliation(s)
- Sally Fowler Davis
- School of Allied Health and Social Care, Anglia Ruskin University, Cambridge, United Kingdom
| | - Charlotte Benkowitz
- Advanced Wellbeing Research Centre, Sheffield Hallam University, Sheffield, United Kingdom
| | - Lucie Nield
- Advanced Wellbeing Research Centre, Sheffield Hallam University, Sheffield, United Kingdom
| | - Chris Dayson
- Advanced Wellbeing Research Centre, Sheffield Hallam University, Sheffield, United Kingdom
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Galvin JE, Chang LC, Estes P, Harris HM, Fung E. Cognitive Assessment with Cognivue Clarity®: Psychometric Properties and Normative Ranges in a Diverse Population. J Alzheimers Dis 2024; 100:509-523. [PMID: 38875043 PMCID: PMC11307053 DOI: 10.3233/jad-240331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/08/2024] [Indexed: 06/16/2024]
Abstract
Background Detecting cognitive impairment in clinical practice is challenging as most instruments do not perform well in diverse samples of older adults. These same instruments are often used for eligibility into clinical trials making it difficult to recruit minoritized adults into Alzheimer's disease (AD) studies. Cognivue Clarity® is an FDA-cleared computerized 10-minute cognitive screening platform using adaptive psychophysics to detect cognitive impairment. Objective Test the ability of Cognivue Clarity to measure cognitive performance in a diverse community sample compared with the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS). Methods This study enrolled 452 participants across 6 US study sites and completed both Cognivue Clarity device and RBANS. Psychometric properties and exploratory factor analysis of Cognivue Clarity were explored and comparisons against RBANS across different age, sex, education, and ethnoracial groups were conducted. Results Participants had a mean age of 47.9±16.1 years (range: 18-85), 63.6% were female, 45.9% had ≤12 years of education, 31.2% were African American and 9.2% were Hispanic. Cognivue Clarity had strong internal consistency, test-retest reliability and minimal practice effects. A 4-factor structure (Memory, Attention, Visuomotor, and Discrimination) had excellent goodness-of-fit. Normalizing age effects improved performance. Race and education effects were similar to those seen with RBANS. Cognivue Clarity had strong correlations with RBANS. Conclusions Our study supports the use of Cognivue Clarity as an easy-to-use, brief, and valid cognitive assessment that measures cognitive performance. In the correct clinical setting, Cognivue Clarity may identify individuals with likely cognitive impairment who could be candidates for AD research studies.
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Affiliation(s)
- James E. Galvin
- Department of Neurology, Comprehensive Center for Brain Health, University of Miami Miller School of Medicine, Boca Raton, FL, USA
- Cognivue Working Group, Victor, NY, USA
| | - Lun-Ching Chang
- Department of Mathematics and Statistics, Florida Atlantic University, Boca Raton, FL, USA
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Achary MGT, Kaur R, Vibha D, Mani K, Kant S, Gupta SK. Mild Cognitive Impairment among Elderly Persons Residing in an Urban Resettlement Colony in Delhi. Indian J Community Med 2023; 48:721-726. [PMID: 37970150 PMCID: PMC10637611 DOI: 10.4103/ijcm.ijcm_8_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 07/18/2023] [Indexed: 11/17/2023] Open
Abstract
Background Mild cognitive impairment (MCI) is a transitional state between normal cognition and clinical dementia. MCI is associated with an increased risk of dementia and mortality. Progression of MCI to dementia can be prevented by cognitive and lifestyle interventions. There is limited evidence on the burden and risk factors associated with MCI in India. To estimate the prevalence of MCI among elderly persons, and to study the factors associated with MCI. Materials and Methods This community-based cross-sectional study was carried out among 365 persons aged 60 years or older, residing in an urban resettlement colony of Delhi. Participants with dementia (score <23 on the Hindi version of the Mini-Mental State Examination) were excluded. Objective cognitive impairment and functional disability were assessed by the Montreal Cognitive Impairment-Basic (MoCA-B) tool and Barthel's Activities of Daily Living, respectively. The prevalence of MCI was estimated by Petersen's criteria, i.e., subjective memory impairment, objective cognitive impairment (MoCA score 19-25), functional independence, and absence of dementia. Univariate analysis was performed, followed by stepwise multivariate logistic regression. The association of socio-demographic and other health conditions with MCI was assessed. Results The prevalence of MCI was 9.3% [95% confidence interval (CI) 6.7-12.7], 13.3% (95% CI 8.8-19.7) among men, and 6.5% (95% CI 3.9-10.6) among women. The risk of MCI was higher among current smokers. Conclusions MCI was common among the elderly. Early detection of MCI may be included in health programs for elderly persons.
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Affiliation(s)
- MG Thejas Achary
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Ravneet Kaur
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Deepti Vibha
- Department of Neurology, All India Institute of Medical Sciences, New Delhi, India
| | - Kalaivani Mani
- Department of Biostatistics, All India Institute of Medical Sciences, New Delhi, India
| | - Shashi Kant
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Sanjeev Kumar Gupta
- Centre for Community Medicine, All India Institute of Medical Sciences, New Delhi, India
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