1
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Owens JH, Fiala J, Jones RN, Marsiske M. The Mediating Effects of Education and Occupational Complexity Between Race and Longitudinal Change in Late Life Cognition in ACTIVE. Res Aging 2024:1640275241248825. [PMID: 38648193 DOI: 10.1177/01640275241248825] [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: 04/25/2024]
Abstract
This study examined educational and occupational inequality as two aspects of social determinants of health that might mediate the longitudinal relationship between racialization and late life cognitive level and change. Participants were 2371 individuals racialized as Black and White from the ACTIVE study who provided occupational data. Data were analyzed from baseline and five assessments over 10-years using structural equation modeling. Black/White race served as the predictor, occupational complexity (OC) and years of education as mediators, and cognitive (memory, reasoning, and speed of processing) intercept, linear slope, and quadratic slope as the dependent variables. Black/White race showed significant indirect associations through education and OC on level of performance in cognition, linear change in reasoning and memory, and quadratic change in reasoning. Education and OC accounted for 11-16% of the association between race and cognitive level and represent modifiable social determinants of health that are associated with disparities in cognitive aging.
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Affiliation(s)
- Joshua H Owens
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Jacob Fiala
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Richard N Jones
- Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, USA
| | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
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2
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Pope CN, Wheeler KM, Bell TR, Carroll BE, Ross LA, Crowe M, Black SR, Clay OJ, Ball KK. Social and Neighborhood Context Moderates the Associations Between Processing Speed and Driving Mobility: A 10-year Analysis of the ACTIVE Study. J Aging Health 2023; 35:26S-39S. [PMID: 37994848 DOI: 10.1177/08982643231163907] [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] [Indexed: 11/24/2023]
Abstract
Objectives: Processing speed is essential to functional independence in later life, such as driving a vehicle. Few studies have examined processing speed and driving mobility in the context of racial differences and social determinants of health (SDoH). This study characterized the longitudinal association between processing speed and driving mobility, and how it varied by race and SDoH. Methods: Using data from the control arm of the Advanced Cognitive Training in Vital Elderly study (n = 581, 24.5% Black), multilevel models examined longitudinal associations between processing speed and driving mobility outcomes (driving space, exposure, and difficulty). Race and SDoH moderations were explored. Results: Decline in processing speed measures was associated with increased self-reported driving difficulty, but only for older adults with below-average to average scores for neighborhood and built environments and social community context SDoH domains. Discussion: Findings emphasize the influence of physical and social environmental characteristics on processing speed and driving mobility.
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Affiliation(s)
- Caitlin N Pope
- Department of Health, Behavior and Society, University of Kentucky, Lexington, KY, USA
| | - Katie M Wheeler
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Tyler R Bell
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| | - Brooke E Carroll
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Lesley A Ross
- Department of Psychology, Clemson University, SC, USA
| | - Michael Crowe
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Shelia R Black
- Department of Psychology, The University of Alabama, Tuscaloosa, AL, USA
| | - Olivio J Clay
- Department of Psychology, University of Alabama at Birmingham, AL, USA
| | - Karlene K Ball
- Department of Psychology, University of Alabama at Birmingham, AL, USA
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3
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Thorpe RJ, Huang A, Smail E, Clay OJ, Dean L, Aiken-Morgan A, Gellert A, Rebok GW. The Relationship Between Cognition and Mortality Among Older Black and White Men in Advanced Cognitive Training for Independent and Vital Elderly. J Aging Health 2023; 35:119S-125S. [PMID: 36148805 DOI: 10.1177/08982643221128906] [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] [Indexed: 11/16/2022]
Abstract
Objective: To determine the association between baseline cognition and all-cause mortality among Black men and White men. Methods: Data were from 614 Black and White men aged ≥65 years at baseline in the Advanced Cognitive Training for Independent and Vital Elderly trial and their linked mortality information. Cox proportional hazards models were used to determine the association between baseline cognition (memory, reasoning, speed of processing, Mini Mental State Exam) and mortality risk over 20 years, adjusting for covariates. Results: Among White men, higher performance on the memory composite measure was associated with a decreased risk of all-cause mortality (HR: 0.93; 95% CI: 0.89-0.98), whereas the other cognitive measures were not associated with all-cause mortality risk. Among Black men, none of the cognitive measures was associated with all-cause mortality risk. Discussion: There is a need for future work to recruit and retain a larger sample of older Black men to better understand the cognition-mortality relationship.
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Affiliation(s)
- Roland J Thorpe
- Johns Hopkins Alzheimer's Disease Resource Center for Minority Aging Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Alison Huang
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, , Baltimore, MD, USA
| | - Emily Smail
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, , Baltimore, MD, USA
| | - Olivio J Clay
- Department of Psychology, University of Alabama, Birmingham, AL, USA
| | - Lorraine Dean
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Adrienne Aiken-Morgan
- Department of Psychiatry, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - George W Rebok
- Johns Hopkins Alzheimer's Disease Resource Center for Minority Aging Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, , Baltimore, MD, USA
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4
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Alzheimer disease in African American individuals: increased incidence or not enough data? Nat Rev Neurol 2021; 18:56-62. [PMID: 34873310 PMCID: PMC8647782 DOI: 10.1038/s41582-021-00589-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/29/2021] [Indexed: 11/13/2022]
Abstract
Research on racial differences in Alzheimer disease (AD) dementia has increased in recent years. Older African American individuals bear a disproportionate burden of AD and cognitive impairment compared with non-Latino white individuals. Tremendous progress has been made over the past two decades in our understanding of the neurobiological substrates of AD. However, owing to well-documented challenges of study participant recruitment and a persistent lack of biological data in the African American population, knowledge of the drivers of these racial disparities has lagged behind. Therapeutic targets and effective interventions for AD are increasingly sought, but without a better understanding of the disease in African American individuals, any identified treatments and/or cures will evade this rapidly growing at-risk population. In this Perspective, I introduce three key obstacles to progress in understanding racial differences in AD: uncertainty about diagnostic criteria, disparate cross-sectional and longitudinal findings; and a dearth of neuropathological data. I also highlight evidence-informed strategies to move the field forward. In this Perspective, Barnes introduces three key obstacles to progress in our understanding of racial differences in Alzheimer disease and highlights evidence-informed strategies that can move the field forward.
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Dixon JS, Coyne AE, Duff K, Ready RE. Predictors of cognitive decline in a multi-racial sample of midlife women: A longitudinal study. Neuropsychology 2021; 35:514-528. [PMID: 34014752 PMCID: PMC8352567 DOI: 10.1037/neu0000743] [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] [Indexed: 11/08/2022] Open
Abstract
Objective: Hypertension, diabetes, depressive symptoms, and smoking are predictors of cognitive decline in late life. It is unknown if these risk factors are associated with cognition during midlife or if the associations between these risk factors and cognition vary by race. This longitudinal study examined (a) risk factors for decline in episodic memory, processing speed, and working memory in midlife women and (b) if the associations between risk factors and cognitive decline were moderated by race. Method: Participants (aged 42-52) were European American (n = 1,000), African American (n = 516), and Asian American (n = 437) women from the Study of Women's Health Across the Nation. Two-level hierarchical linear models tested risk factors, race, and their interactions as predictors of cognitive change over time. Results: African Americans had poorer baseline episodic memory, processing speed, and working memory and greater episodic memory decline compared to European Americans. Asian Americans had poorer episodic memory and working memory, but better processing speed than European Americans. Depressive symptoms were associated with poorer episodic memory and processing speed at baseline; further, diabetes was associated with poorer processing speed at baseline. Greater depressive symptoms were associated with poorer episodic memory at baseline for African Americans but not European Americans. Conclusions: Our study results highlight racial disparities in cognition during midlife. Depressive symptoms may be particularly detrimental to the cognitive health of African Americans. Clinical and public health interventions for healthy cognitive aging should be tailored to the unique risks of racial groups. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Affiliation(s)
- Jasmine S. Dixon
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
| | - Alice E. Coyne
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
| | - Kevin Duff
- Department of Neurology, University of Utah, Salt Lake City, UT
| | - Rebecca E. Ready
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, Amherst, MA
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6
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Rotblatt LJ, Aiken-Morgan AT, Marsiske M, Horgas AL, Thomas KR. Do Associations Between Vascular Risk and Mild Cognitive Impairment Vary by Race? J Aging Health 2021; 35:898264320984357. [PMID: 33497299 PMCID: PMC8310897 DOI: 10.1177/0898264320984357] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Objectives: Given prevalence differences of mild cognitive impairment (MCI) among Black and white older adults, this study aimed to examine whether overall vascular risk factor (VRF) burden and individual VRF associations with amnestic (aMCI) and nonamnestic (naMCI) MCI status varied by Black/white race. Methods: Participants included 2755 older adults without dementia from the ACTIVE study. Comprehensive neuropsychological criteria were used to classify cognitively normal, aMCI, and naMCI. VRFs were primarily defined using subjective report and medication data. Multinomial logistic regression was run predicting MCI subtype. Results: Greater overall VRF burden, high cholesterol, and obesity evinced greater odds of naMCI in Black participants than whites. Across participants, diabetes and hypertension were associated with increased odds of aMCI and naMCI, respectively. Discussion: Results may reflect known systemic inequities on dimensions of social determinants of health for Black older adults. Continued efforts toward examining underlying mechanisms contributing to these findings are critical.
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Affiliation(s)
- Lindsay J. Rotblatt
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL
| | | | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL
| | - Ann L. Horgas
- Department of Biobehavioral Nursing Science, University of Florida, Gainesville, FL
| | - Kelsey R. Thomas
- Veterans Affairs San Diego Healthcare System, San Diego, CA
- Department of Psychiatry, University of California San Diego, La Jolla, CA
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7
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Rajan KB, McAninch EA, Wilson RS, Weuve J, Barnes LL, Evans DA. Race, APOEɛ4, and Long-Term Cognitive Trajectories in a Biracial Population Sample. J Alzheimers Dis 2020; 72:45-53. [PMID: 31561363 DOI: 10.3233/jad-190538] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The association of the APOEɛ4 allele with incident Alzheimer's dementia is higher among European Americans (EAs) than African Americans (AAs), but similar for the rate of cognitive decline. OBJECTIVE To examine the racial differences in the association of the APOEɛ4 allele with incident Alzheimer's dementia and cognitive decline. METHODS Using a population-based sample of 5,117 older adults (66% AAs and 63% females), we identified cognitive trajectory groups from a latent class mixed model and examined the association of the APOEɛ4 allele with these groups. RESULTS The frequency of the APOEɛ4 allele was higher among AAs than EAs (37% versus 26%). Four cognitive trajectories were identified: slow, mild, moderate, and rapid. Overall, AAs had a lower baseline global cognition than EAs, and a higher proportion had rapid (7% versus 5%) and moderate (20% versus 15%) decline, but similar mild (44% versus 46%), and lesser slow (29% versus 34%) decline compared to EAs. Additionally, 25% of AAs (13% of EAs) with mild and 5% (<1% of EAs) with slow decline were diagnosed with incident Alzheimer's dementia. The APOEɛ4 allele was associated with higher odds of rapid and moderate decline compared to slow decline among AAs and EAs, but not with mild decline. CONCLUSIONS AAs had lower cognitive levels and were more likely to meet the cognitive threshold for Alzheimer's dementia among mild and slow decliners, explaining the attenuated association of the ɛ4 allele with incident Alzheimer's dementia among AAs.
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Affiliation(s)
- Kumar B Rajan
- Department of Public Health Sciences, UC Davis, Davis, CA, USA
| | - Elizabeth A McAninch
- Department of Internal Medicine, 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
| | - Jennifer Weuve
- Department of Epidemiology, Boston University, Boston, MA, 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
| | - Denis A Evans
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
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8
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Thomas KR, Cook SE, Bondi MW, Unverzagt FW, Gross AL, Willis SL, Marsiske M. Application of neuropsychological criteria to classify mild cognitive impairment in the active study. Neuropsychology 2020; 34:862-873. [PMID: 33197199 PMCID: PMC8376229 DOI: 10.1037/neu0000694] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Objective: Comprehensive neuropsychological criteria (NP criteria) for mild cognitive impairment (MCI) has reduced diagnostic errors and better predicted progression to dementia than conventional MCI criteria that rely on a single impaired score and/or subjective report. This study aimed to implement an actuarial approach to classifying MCI in the Advanced Cognitive Training for Independent and Vital Elderly (ACTIVE) study. Method: ACTIVE study participants (N = 2,755) were classified as cognitively normal (CN) or as having MCI using NP criteria. Estimated proportion of MCI participants and reversion rates were examined as well as baseline characteristics by MCI subtype. Mixed effect models examined associations of MCI subtype with 10-year trajectories of self-reported independence and difficulty performing instrumental activities of daily living (IADLs). Results: The proportion of MCI participants was estimated to be 18.8%. Of those with MCI at baseline, 19.2% reverted to CN status for all subsequent visits. At baseline, the multidomain-amnestic MCI group generally had the greatest breadth and depth of cognitive impairment and reported the most IADL difficulty. Longitudinally, MCI participants showed faster IADL decline than CN participants (multidomain-amnestic MCI > single domain-amnestic MCI > nonamnestic MCI). Conclusion: NP criteria identified a proportion of MCI and reversion rate within ACTIVE that is consistent with prior studies involving community-dwelling samples. The pattern of everyday functioning change suggests that being classified as MCI, particularly amnestic MCI, is predictive of future loss of independence. Future work will apply these classifications in ACTIVE to better understand the relationships between MCI and health, social, and cognitive intervention-related factors. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Kelsey R. Thomas
- Veterans Affairs San Diego Healthcare System, San Diego, CA,Department of Psychiatry, University of California, San Diego School of Medicine, La Jolla, CA
| | - Sarah E. Cook
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC
| | - Mark W. Bondi
- Veterans Affairs San Diego Healthcare System, San Diego, CA,Department of Psychiatry, University of California, San Diego School of Medicine, La Jolla, CA
| | | | - Alden L. Gross
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
| | - Sherry L. Willis
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA
| | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL
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9
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Forrester SN, Gallo JJ, Whitfield KE, Thorpe RJ. A Framework of Minority Stress: From Physiological Manifestations to Cognitive Outcomes. THE GERONTOLOGIST 2019; 59:1017-1023. [PMID: 30169640 PMCID: PMC6858824 DOI: 10.1093/geront/gny104] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Indexed: 12/31/2022] Open
Abstract
Cognitive impairment and dementia continue to threaten the aging population. Although no one is immune, certain groups, namely black older persons, are more likely to have a diagnosis of certain dementias. Because researchers have not found a purely biological reason for this disparity, they have turned to a biopsychosocial model. Specifically, black persons in the United States are more likely to live with social conditions that affect their stress levels which in turn affect physiological regulation leading to conditions that result in higher levels of cognitive impairment or dementia. Here we discuss some of these social conditions such as discrimination, education, and socioeconomic status, and how physiological dysregulation, namely allostatic load that can lead to cognitive impairment and dementia in black persons especially.
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Affiliation(s)
- Sarah N Forrester
- Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
| | - Joseph J Gallo
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Roland J Thorpe
- Departmnet of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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10
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Byrd DR, Gee GC, Tarraf W. Black-white mental status trajectories: What ages do differences emerge? SSM Popul Health 2018; 6:169-177. [PMID: 30310849 PMCID: PMC6178241 DOI: 10.1016/j.ssmph.2018.09.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 09/12/2018] [Accepted: 09/13/2018] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES Studies of older U.S. adults have consistently found that African Americans perform worse on cognitive measures than whites, but there are inconsistencies as to whether these findings hold over time. Moreover, studies have focused on adults 51 and older, without considering younger ages; thus it is unclear the age at which these disparities surface. The present study examines black-white disparities in mental status trajectories among adults as young as 25 years over a 25-year period. METHOD Data come from the Americans' Changing Lives Study (ACL) (n = 3,617). Participants, ranging from ages 25-100 years old at baseline, were followed from 1986 to 2011 over 5 waves. Mental status was assessed at each wave using a 5-item Short Portable Mental Status Questionnaire. Growth models were used to estimate the associations between age, race, baseline status, and longitudinal changes in mental status, controlling for sociodemographic (e.g., education, income) and other health risk factors (diabetes, stroke, tobacco use, depression). RESULTS Racial disparities were seen beginning in midlife and this relationship was curvilinear. Specifically, blacks had a steeper rate of mental status decline than whites and these disparities persisted after accounting for social and health risk factors (b = 0.0090, p < 0.0001). DISCUSSION Study findings demonstrate disparities emerge at middles ages and worsen as age increases. This finding highlights the importance of addressing racial disparities in cognition across a larger part of the adult life course. By doing so, we may better be able to capture early-life exposures that influence later-life cognitive outcomes and ultimately lead to disparities.
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Affiliation(s)
- DeAnnah R. Byrd
- Wayne State University, Institute of Gerontology, 87 E. Ferry Street, Knapp Building, Detroit, MI 48202, USA
| | - Gilbert C. Gee
- University of California, Los Angeles, Fielding School of Public Health, Department of Community Health Sciences, 650 Charles E. Young Dr. South, Los Angeles, CA 90095, USA
| | - Wassim Tarraf
- Wayne State University, Institute of Gerontology, 87 E. Ferry Street, Knapp Building, Detroit, MI 48202, USA
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11
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Woods AJ, Cohen R, Marsiske M, Alexander GE, Czaja SJ, Wu S. Augmenting cognitive training in older adults (The ACT Study): Design and Methods of a Phase III tDCS and cognitive training trial. Contemp Clin Trials 2018; 65:19-32. [PMID: 29313802 PMCID: PMC5803439 DOI: 10.1016/j.cct.2017.11.017] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 11/27/2017] [Accepted: 11/29/2017] [Indexed: 12/31/2022]
Abstract
BACKGROUND Adults over age 65 represent the fastest growing population in the US. Decline in cognitive abilities is a hallmark of advanced age and is associated with loss of independence and dementia risk. There is a pressing need to develop effective interventions for slowing or reversing the cognitive aging process. While certain forms of cognitive training have shown promise in this area, effects only sometimes transfer to neuropsychological tests within or outside the trained domain. This paper describes a NIA-funded Phase III adaptive multisite randomized clinical trial, examining whether transcranial direct current stimulation (tDCS) of frontal cortices enhances neurocognitive outcomes achieved from cognitive training in older adults experiencing age-related cognitive decline: the Augmenting Cognitive Training in Older Adults study (ACT). METHODS ACT will enroll 360 participants aged 65 to 89 with age-related cognitive decline, but not dementia. Participants will undergo cognitive training intervention or education training-control combined with tDCS or sham tDCS control. Cognitive training employs a suite of eight adaptive training tasks focused on attention/speed of processing and working memory from Posit Science BrainHQ. Training control involves exposure to educational nature/history videos and related content questions of the same interval/duration as the cognitive training. Participants are assessed at baseline, after training (12weeks), and 12-month follow-up on our primary outcome measure, NIH Toolbox Fluid Cognition Composite Score, as well as a comprehensive neurocognitive, functional, clinical and multimodal neuroimaging battery. SIGNIFICANCE The findings from this study have the potential to significantly enhance efforts to ameliorate cognitive aging and slow dementia.
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Affiliation(s)
- Adam J Woods
- Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, United States.
| | - Ronald Cohen
- Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, United States
| | - Michael Marsiske
- Center for Cognitive Aging and Memory, Cognitive Aging and Memory Clinical Translational Research Program, Department of Clinical and Health Psychology, McKnight Brain Institute, University of Florida, United States
| | - Gene E Alexander
- Departments of Psychology and Psychiatry, Neuroscience and Physiological Sciences Graduate Interdisciplinary Programs, BIO5 Institute, and McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
| | - Sara J Czaja
- Center on Aging, Department of Psychiatry and Behavioral Sciences, McKnight Brain Institute, Miller School of Medicine, University of Miami, United States
| | - Samuel Wu
- Department of Biostatistics, University of Florida, United States
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12
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Rajan KB, Wilson RS, Barnes LL, Aggarwal NT, Weuve J, Evans DA. A Cognitive Turning Point in Development of Clinical Alzheimer's Disease Dementia and Mild Cognitive Impairment: A Biracial Population Study. J Gerontol A Biol Sci Med Sci 2017; 72:424-430. [PMID: 28043942 DOI: 10.1093/gerona/glw246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 11/11/2016] [Indexed: 11/12/2022] Open
Abstract
Background Cognitive changes during the preclinical phase of Alzheimer's disease (AD) dementia have been characterized among European Americans (EAs), but studies of preclinical changes among African Americans (AAs) are notably absent. Methods Preclinical changes in cognition before the development of AD dementia and mild cognitive impairment over a period of 18 years were examined using change points in a biracial sample of 2,125 older adults. Results Of 2,125 participants, 442 (21%) developed AD dementia and 661 (31%) developed mild cognitive impairment. A cognitive change point occurred between 4 and 5 years before the clinical diagnosis of AD dementia. Differences between AAs and EAs were observed: EAs had a higher starting level of composite cognitive function, and a change point occurred 4.3 years before AD dementia among AAs and 4.7 years among EAs. The slope of cognitive decline after the change point among those developing clinical AD dementia was significantly greater among EAs (0.233 units/y) than among AAs (0.171 units/y; p < .001). This difference in slope of cognitive decline persisted after diagnosis of AD dementia so that at the conclusion of observation the difference in average cognitive level was reversed. AAs without cognitive impairment had a lower average baseline of cognition than EAs, but the slopes of cognitive decline were similar. Conclusions A prominent change to a steeper slope of cognitive decline occurs between 4 and 5 years prior to the diagnosis of AD dementia. The slope of cognitive decline after the change point is steeper among EAs than AAs.
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Affiliation(s)
- Kumar B Rajan
- Department of Internal Medicine, Rush Institute for Healthy Aging
| | - Robert S Wilson
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Lisa L Barnes
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Neelum T Aggarwal
- Rush Alzheimer's Disease Center.,Department of Neurological Sciences, and.,Department of Behavioral Sciences, Rush University Medical Center, Chicago, Illinois
| | - Jennifer Weuve
- Department of Internal Medicine, Rush Institute for Healthy Aging
| | - Denis A Evans
- Department of Internal Medicine, Rush Institute for Healthy Aging
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13
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Mathias SR, Knowles EEM, Barrett J, Leach O, Buccheri S, Beetham T, Blangero J, Poldrack RA, Glahn DC. The Processing-Speed Impairment in Psychosis Is More Than Just Accelerated Aging. Schizophr Bull 2017; 43:814-823. [PMID: 28062652 PMCID: PMC5472152 DOI: 10.1093/schbul/sbw168] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Processing speed is impaired in patients with psychosis, and deteriorates as a function of normal aging. These observations, in combination with other lines of research, suggest that psychosis may be a syndrome of accelerated aging. But do patients with psychosis perform poorly on tasks of processing speed for the same reasons as older adults? Fifty-one patients with psychotic illnesses and 90 controls with similar mean IQ (aged 19-69 years, all African American) completed a computerized processing-speed task, reminiscent of the classic digit-symbol coding task. The data were analyzed using the drift-diffusion model (DDM), and Bayesian inference was used to determine whether psychosis and aging had similar or divergent effects on the DDM parameters. Psychosis and aging were both associated with poor performance, but had divergent effects on the DDM parameters. Patients had lower information-processing efficiency ("drift rate") and longer nondecision time than controls, and psychosis per se did not influence response caution. By contrast, the primary effect of aging was to increase response caution, and had inconsistent effects on drift rate and nondecision time across patients and controls. The results reveal that psychosis and aging influenced performance in different ways, suggesting that the processing-speed impairment in psychosis is more than just accelerated aging. This study also demonstrates the potential utility of computational models and Bayesian inference for finely mapping the contributions of cognitive functions on simple neurocognitive tests.
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Affiliation(s)
- Samuel R. Mathias
- Neurocognition, Neurocomputation and Neurogenetics (n3) Division, Department of Psychiatry, Yale University School of Medicine, 40 Temple Street, Room 694, New Haven, CT 06511
| | - Emma E. M. Knowles
- Neurocognition, Neurocomputation and Neurogenetics (n3) Division, Department of Psychiatry, Yale University School of Medicine, 40 Temple Street, Room 694, New Haven, CT 06511;,Olin Neuropsychiatry Research Center, Institute of Living, Hartford, CT
| | - Jennifer Barrett
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford, CT
| | - Olivia Leach
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford, CT
| | | | - Tamara Beetham
- Neurocognition, Neurocomputation and Neurogenetics (n3) Division, Department of Psychiatry, Yale University School of Medicine, 40 Temple Street, Room 694, New Haven, CT 06511
| | - John Blangero
- South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley School of Medicine, Brownsville, TX
| | | | - David. C. Glahn
- Neurocognition, Neurocomputation and Neurogenetics (n3) Division, Department of Psychiatry, Yale University School of Medicine, 40 Temple Street, Room 694, New Haven, CT 06511;,Olin Neuropsychiatry Research Center, Institute of Living, Hartford, CT
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14
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Wilson RS, Rajan KB, Barnes LL, Jansen W, Amofa P, Weuve J, Evans DA. Terminal decline of episodic memory and perceptual speed in a biracial population. AGING NEUROPSYCHOLOGY AND COGNITION 2017; 25:378-389. [PMID: 28332920 PMCID: PMC5928786 DOI: 10.1080/13825585.2017.1306020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
We compared trajectories of terminal cognitive decline in older Black (n = 3372) and White (n = 1756) persons from a defined population who completed tests of episodic memory and perceptual speed at 3-year intervals for up to 18 years. During a mean of 9.9 years of observation, 1608 Black persons and 902 White persons died. Preterminal decline of episodic memory did not differ by race. Terminal episodic memory decline began earlier in Black persons (mean of 4.3 years before death) than in White persons (mean = 3.9 years) and progressed more slowly. By contrast, terminal decline of perceptual speed began earlier in White persons (mean = 5.0 years) than in Black persons (mean = 4.5 years). Rate of perceptual speed decline was more rapid in White persons than in Black persons in both the preterminal and terminal periods. The results indicate that terminal cognitive decline occurs in Black persons but suggest that the rate of cognitive decline during the terminal period is less rapid in Black persons than in White persons.
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Affiliation(s)
- Robert S Wilson
- a Rush Alzheimer's Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences , Rush University Medical Center , Chicago , IL , USA
| | - Kumar B Rajan
- b Rush Institute for Healthy Aging, Department of Internal Medicine , Rush University Medical Center , Chicago , IL , USA
| | - Lisa L Barnes
- a Rush Alzheimer's Disease Center, Department of Neurological Sciences, Department of Behavioral Sciences , Rush University Medical Center , Chicago , IL , USA
| | - Willemijn Jansen
- c Department of Psychiatry & Neuropsychology , Maastricht University , Maastricht , the Netherlands
| | - Priscilla Amofa
- d Rush Alzheimer's Disease Center , Rush University Medical Center , Chicago , IL , USA
| | - Jennifer Weuve
- e Department of Epidemiology, School of Public Health , Boston University , Boston , MA , USA
| | - Denis A Evans
- b Rush Institute for Healthy Aging, Department of Internal Medicine , Rush University Medical Center , Chicago , IL , USA
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15
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Díaz-Venegas C, Downer B, Langa KM, Wong R. Racial and ethnic differences in cognitive function among older adults in the USA. Int J Geriatr Psychiatry 2016; 31:1004-12. [PMID: 26766788 PMCID: PMC4945484 DOI: 10.1002/gps.4410] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Revised: 11/28/2015] [Accepted: 12/03/2015] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Examine differences in cognition between Hispanic, non-Hispanic black (NHB), and non-Hispanic white (NHW) older adults in the United States. DATA/METHODS The final sample includes 18 982 participants aged 51 or older who received a modified version of the Telephone Interview for Cognitive Status during the 2010 Health and Retirement Study follow-up. Ordinary least squares will be used to examine differences in overall cognition according to race/ethnicity. RESULTS Hispanics and NHB had lower cognition than NHW for all age groups (51-59, 60-69, 70-79, 80+). Hispanics had higher cognition than NHB for all age groups but these differences were all within one point. The lower cognition among NHB compared to NHW remained significant after controlling for age, gender, and education, whereas the differences in cognition between Hispanics and NHW were no longer significant after controlling for these covariates. Cognitive scores increased with greater educational attainment for all race/ethnic groups, but Hispanics exhibited the least benefit. DISCUSSION Our results highlight the role of education in race/ethnic differences in cognitive function during old age. Education seems beneficial for cognition in old age for all race/ethnic groups, but Hispanics appear to receive a lower benefit compared to other race/ethnic groups. Further research is needed on the racial and ethnic differences in the pathways of the benefits of educational attainment for late-life cognitive function. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Carlos Díaz-Venegas
- Postdoctoral Fellow, Rehabilitation Sciences Academic Division and Research Center, The University of Texas Medical Branch, Galveston, TX, USA
| | - Brian Downer
- Postdoctoral Trainee, Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX, USA
| | - Kenneth M. Langa
- Professor of Medicine, Division of General Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Rebeca Wong
- Senior Fellow, Sealy Center on Aging, Professor, Preventive Medicine & Community Health, Director, WHO/PAHO Collaborating Center on Aging and Health, The University of Texas Medical Branch, Galveston, TX, USA
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16
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Wilson RS, Rajan KB, Barnes LL, Weuve J, Evans DA. Factors related to racial differences in late-life level of cognitive function. Neuropsychology 2016; 30:517-24. [PMID: 27149552 DOI: 10.1037/neu0000290] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
OBJECTIVE The study aim was to identify factors associated with racial differences in level of cognitive function in old age. METHOD Older Black (n = 5,950) and White (n = 3,469) residents of a geographically defined urban community were randomly split into exploratory and confirmatory subgroups. A global measure of cognition was derived from 4 brief performance tests, and potential correlates of cognition (candidates) were selected from demographic, health-related, and experiential measures. In the exploratory subgroup, using a stepwise search algorithm, we examined the cognitive difference by race and then allowed candidate measures and Race × Candidate Measure interactions to enter the model. RESULTS The cognitive score in the exploratory subgroup (M = 0.257, SD = 0.714) was a mean of 0.403 unit lower in Black persons than White persons (SE = 0.021, p < .001), and race accounted for 7% of cognitive variability. After the candidate selection process, 16 measures were retained, including 12 candidate measures and the 2-way interactions of race with education, age, reading/cognitive activity, and neuroticism. In this model, which accounted for 45% of the variability in global cognition, race was no longer associated with global cognition (coefficient = 0.012, SE = 0.110, p = .912). Findings were replicated in the confirmatory subgroup. CONCLUSION These cross-sectional analyses suggest that consideration of demographic, health-related, and experiential factors greatly attenuates racial differences in late-life level of cognition. (PsycINFO Database Record
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Affiliation(s)
- Robert S Wilson
- Rush Alzheimer's Disease Center, Department of Neurological Sciences, Rush University Medical Center
| | | | - Lisa L Barnes
- Rush Alzheimer's Disease Center, Department of Neurological Sciences, Rush University Medical Center
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17
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Anton SD, Woods AJ, Ashizawa T, Barb D, Buford TW, Carter CS, Clark DJ, Cohen RA, Corbett DB, Cruz-Almeida Y, Dotson V, Ebner N, Efron PA, Fillingim RB, Foster TC, Gundermann DM, Joseph AM, Karabetian C, Leeuwenburgh C, Manini TM, Marsiske M, Mankowski RT, Mutchie HL, Perri MG, Ranka S, Rashidi P, Sandesara B, Scarpace PJ, Sibille KT, Solberg LM, Someya S, Uphold C, Wohlgemuth S, Wu SS, Pahor M. Successful aging: Advancing the science of physical independence in older adults. Ageing Res Rev 2015; 24:304-27. [PMID: 26462882 DOI: 10.1016/j.arr.2015.09.005] [Citation(s) in RCA: 158] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Revised: 09/08/2015] [Accepted: 09/30/2015] [Indexed: 02/08/2023]
Abstract
The concept of 'successful aging' has long intrigued the scientific community. Despite this long-standing interest, a consensus definition has proven to be a difficult task, due to the inherent challenge involved in defining such a complex, multi-dimensional phenomenon. The lack of a clear set of defining characteristics for the construct of successful aging has made comparison of findings across studies difficult and has limited advances in aging research. A consensus on markers of successful aging is furthest developed is the domain of physical functioning. For example, walking speed appears to be an excellent surrogate marker of overall health and predicts the maintenance of physical independence, a cornerstone of successful aging. The purpose of the present article is to provide an overview and discussion of specific health conditions, behavioral factors, and biological mechanisms that mark declining mobility and physical function and promising interventions to counter these effects. With life expectancy continuing to increase in the United States and developed countries throughout the world, there is an increasing public health focus on the maintenance of physical independence among all older adults.
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18
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Thomas KR, Marsiske M. Age trajectories of everyday cognition in African American and White older adults under prompted and unprompted conditions. Neuropsychol Rehabil 2015; 27:522-539. [PMID: 26480946 DOI: 10.1080/09602011.2015.1092453] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
We investigated how race and verbal prompting interacted with age to predict age trajectories on a performance-based measure of everyday cognition. African American (n = 727) and White (n = 2052) older adults from the ACTIVE clinical trial were given the Observed Tasks of Daily Living (OTDL; a performance-based measure of medication management/finances/telephone use) at baseline and 1-, 2-, 3-, 5-, and 10-year follow-ups. When participants said "I don't know" or did not respond, they received a standardised verbal prompt, which served only as a cue to initiate the first step. At each occasion, unprompted (sum of items correct without prompting) and prompted (sum of correct prompted and unprompted items) scores were derived for each participant. Mixed effects models for change were used to determine the age trajectories of OTDL performance by race. When not prompted, African Americans demonstrated more rapid decline in OTDL performance than Whites, especially after age 80. When prompted, both groups had improved performance and evinced shallower decline, although African Americans continued to demonstrate a slightly more rapid decline. Simple prompting attenuated age-related changes of African Americans and Whites on a measure of everyday cognition. Prompting may be especially helpful for older African Americans.
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Affiliation(s)
- Kelsey R Thomas
- a Department of Clinical and Health Psychology , University of Florida , Gainesville , USA
| | - Michael Marsiske
- a Department of Clinical and Health Psychology , University of Florida , Gainesville , USA
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19
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Zahodne LB, Meyer OL, Choi E, Thomas ML, Willis SL, Marsiske M, Gross AL, Rebok GW, Parisi JM. External locus of control contributes to racial disparities in memory and reasoning training gains in ACTIVE. Psychol Aging 2015; 30:561-72. [PMID: 26237116 DOI: 10.1037/pag0000042] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Racial disparities in cognitive outcomes may be partly explained by differences in locus of control. African Americans report more external locus of control than non-Hispanic Whites, and external locus of control is associated with poorer health and cognition. The aims of this study were to compare cognitive training gains between African American and non-Hispanic White participants in the Advanced Cognitive Training for Independent and Vital Elderly (ACTIVE) study and determine whether racial differences in training gains are mediated by locus of control. The sample comprised 2,062 (26% African American) adults aged 65 and older who participated in memory, reasoning, or speed training. Latent growth curve models evaluated predictors of 10-year cognitive trajectories separately by training group. Multiple group modeling examined associations between training gains and locus of control across racial groups. Compared to non-Hispanic Whites, African Americans evidenced less improvement in memory and reasoning performance after training. These effects were partially mediated by locus of control, controlling for age, sex, education, health, depression, testing site, and initial cognitive ability. African Americans reported more external locus of control, which was associated with smaller training gains. External locus of control also had a stronger negative association with reasoning training gain for African Americans than for Whites. No racial difference in training gain was identified for speed training. Future intervention research with African Americans should test whether explicitly targeting external locus of control leads to greater cognitive improvement following cognitive training.
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Affiliation(s)
- Laura B Zahodne
- Cognitive Neuroscience Division, Department of Neurology and Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University
| | - Oanh L Meyer
- Alzheimer's Disease Center, Department of Neurology, University of California, Davis
| | - Eunhee Choi
- School of Social Work, Health and Human Sciences, Colorado State University
| | | | - Sherry L Willis
- Department of Psychiatry and Behavioral Sciences, University of Washington
| | - Michael Marsiske
- Department of Clinical and Health Psychology, University of Florida
| | - Alden L Gross
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health
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20
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Wilson RS, Capuano AW, Sytsma J, Bennett DA, Barnes LL. Cognitive aging in older Black and White persons. Psychol Aging 2015; 30:279-85. [PMID: 25961876 DOI: 10.1037/pag0000024] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
During a mean of 5.2 years of annual follow-up, older Black (n = 647) and White (n = 647) persons of equivalent age and education completed a battery of 17 cognitive tests from which composite measures of 5 abilities were derived. Baseline level of each ability was lower in the Black subgroup. Decline in episodic and working memory was not related to race. Decline in semantic memory, perceptual speed, and visuospatial ability was slower in Black persons than White persons, and in semantic memory and perceptual speed this effect was stronger in older than younger participants. Racial differences persisted after adjustment for retest effects. The results suggest subtle cognitive aging differences between Black persons and White persons.
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Affiliation(s)
- Robert S Wilson
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Ana W Capuano
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Joel Sytsma
- Rush Alzheimer's Disease Center, Rush University Medical Center
| | - David A Bennett
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center
| | - Lisa L Barnes
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center
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