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Shi S, Chen YC, Gugushvili A, Yip PSF. Intergenerational Educational Mobility and Cognitive Trajectories Among Middle-Aged and Older Chinese People: An Application of Growth Mixture and Mobility Contrast Models in Longitudinal Analysis. J Gerontol B Psychol Sci Soc Sci 2024; 79:gbae125. [PMID: 39028553 DOI: 10.1093/geronb/gbae125] [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: 01/26/2024] [Indexed: 07/20/2024] Open
Abstract
OBJECTIVES Due to statistical challenges in disentangling the mobility effect (i.e., intergenerational educational mobility) from the position effect (i.e., parental and person's own education), the impact of intergenerational educational mobility on cognitive function remains unclear. We employed a novel approach to identify the mobility effect and investigate the net impact of intergenerational educational mobility on heterogeneous patterns of cognition among middle-aged and older adults in China. METHODS Participants aged 45 and older were recruited from the China Health and Retirement Longitudinal Study, a population-based prospective cohort study between 2011 and 2018. We identified cognitive trajectories using the growth mixture model (GMM) and subsequently employed the mobility contrast model (MCM) to examine the effects of intergenerational educational mobility on cognitive patterns stratified by gender. RESULTS Almost two thirds of respondents experienced intergenerational educational mobility, and 55% experienced upward mobility. Men had a higher rate of upward mobility than women. Three population-based cognitive patterns were identified: the low cognitive function with decline group (28%), the moderate cognitive function group (47%), and the high cognitive function group (26%). MCM analysis revealed that both upward and downward intergenerational educational mobility negatively affected cognitive trajectory patterns, extending beyond the influence of individuals' current and parental education. DISCUSSION In future research, the impact of mobility can be studied in longitudinal data sets by combining the GMM and MCM approaches. The net negative effect of intergenerational educational mobility on cognitive trajectory patterns indicates that it should be recognized as an independent predictor of cognitive decline.
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Affiliation(s)
- Songyun Shi
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
| | - Yu-Chih Chen
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
- Social Policy Institute, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Alexi Gugushvili
- Department of Sociology and Human Geography, University of Oslo, Oslo, Norway
| | - Paul S F Yip
- Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China
- Hong Kong Jockey Club Centre for Suicide Research and Prevention, The University of Hong Kong, Hong Kong, China
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Filigrana P, Moon JY, Gallo LC, Fernández-Rhodes L, Perreira KM, Daviglus ML, Thyagarajan B, Garcia-Bedoya OL, Cai J, Xue X, Kaplan RC, Suglia S, Isasi CR. LifeCourse Socioeconomic Position and Ideal Cardiovascular Health in Hispanic/Latino Adults of the Hispanic Community Health Study/Study of Latinos. J Am Heart Assoc 2024; 13:e035503. [PMID: 39119980 DOI: 10.1161/jaha.124.035503] [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: 03/15/2024] [Accepted: 07/12/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND The Hispanic/Latino population experiences socioeconomic disadvantages across the lifespan. Yet, little is known about the role of these disadvantages in cardiovascular health (CVH). We assessed the association of lifecourse socioeconomic position (SEP) with ideal CVH and change in Hispanic/Latino adults. METHODS AND RESULTS We used longitudinal data from the HCHS/SOL (Hispanic Community Health Study/Study of Latinos). Childhood SEP was determined using parental educational attainment. Adult SEP was determined through an index combining participants' education, occupation, income, and assets at baseline. We classified participants into 4 socioeconomic mobility categories (eg, stable low or high SEP, upward or downward mobility). Using the 4 health factors of the American Heart Association "Life's Essential 8," we built a score of ideal CVH at baseline and the 6-year follow-up. Linear mixed-effects models using inverse probability weighting were fitted to assess the main associations. Higher childhood SEP was associated with higher ideal CVH at baseline (β for high school versus high school versus CONCLUSIONS Although high childhood and adult SEP and socioeconomic mobility were associated with higher levels of ideal CVH, they were not associated with change in ideal-CVH.
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Affiliation(s)
- Paola Filigrana
- Department of Epidemiology and Population Health Albert Einstein College of Medicine Bronx NY USA
| | - Jee-Young Moon
- Department of Epidemiology and Population Health Albert Einstein College of Medicine Bronx NY USA
| | - Linda C Gallo
- Department of Psychology San Diego State University San Diego CA USA
| | - Lindsay Fernández-Rhodes
- Department of Biobehavioral Health, College of Health and Human Development Pennsylvania State University University Park PA USA
| | - Krista M Perreira
- Department of Social Medicine, School of Medicine University of North Carolina at Chapel Hill Chapel Hill NC USA
| | - Martha L Daviglus
- Institute for Minority Health Research, College of Medicine University of Illinois at Chicago Chicago IL USA
| | - Bharat Thyagarajan
- Department of Laboratory Medicine and Pathology University of Minnesota Medical School Minneapolis MN USA
| | - Olga L Garcia-Bedoya
- Division of Academic Internal Medicine and Geriatrics, College of Medicine University of Illinois at Chicago Chicago IL USA
| | - Jianwen Cai
- Department of Biostatistics University of North Carolina at Chapel Hill Chapel Hill NC USA
| | - Xiaonan Xue
- Department of Epidemiology and Population Health Albert Einstein College of Medicine Bronx NY USA
| | - Robert C Kaplan
- Department of Epidemiology and Population Health Albert Einstein College of Medicine Bronx NY USA
- Public Health Sciences Division Fred Hutchinson Cancer Center Seattle WA USA
| | - Shakira Suglia
- Department of Epidemiology, Rollins School of Public Health Emory University Atlanta GA USA
| | - Carmen R Isasi
- Department of Epidemiology and Population Health Albert Einstein College of Medicine Bronx NY USA
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Osayande N, Marotta J, Aggarwal S, Kopal J, Holmes A, Yip SW, Bzdok D. Diversity-aware Population Models: Quantifying Associations between Socio-Spatial Factors and Cognitive Development in the ABCD Cohort. RESEARCH SQUARE 2024:rs.3.rs-4751673. [PMID: 39149460 PMCID: PMC11326365 DOI: 10.21203/rs.3.rs-4751673/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
Population-level analyses are inherently complex due to a myriad of latent confounding effects that underlie the interdisciplinary topics of research interest. Despite the mounting demand for generative population models, the limited generalizability to underrepresented groups hinders their widespread adoption in downstream applications. Interpretability and reliability are essential for clinicians and policymakers, while accuracy and precision are prioritized from an engineering standpoint. Thus, in domains such as population neuroscience, the challenge lies in determining a suitable approach to model population data effectively. Notably, the traditional strata-agnostic nature of existing methods in this field reveals a pertinent gap in quantitative techniques that directly capture major sources of population stratification. The emergence of population-scale cohorts, like the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study, provides unparalleled opportunities to explore and characterize neurobehavioral and sociodemographic relationships comprehensively. We propose diversity-aware population modeling, a framework poised to standardize systematic incorporation of diverse attributes, structured with respect to intrinsic population stratification to obtain holistic insights. Here, we leverage Bayesian multilevel regression and poststratification, to elucidate inter-individual differences in the relationships between socioeconomic status (SES) and cognitive development. We constructed 14 varying-intercepts and varying-slopes models to investigate 3 cognitive phenotypes and 5 sociodemographic variables (SDV), across 17 US states and 5 race subgroups. SDVs exhibited systemic socio-spatial effects that served as fundamental drivers of variation in cognitive outcomes. Low SES was disproportionately associated with cognitive development among Black and Hispanic children, while high SES was a robust predictor of cognitive development only among White and Asian children, consistent with the minorities' diminished returns (MDRs) theory. Notably, adversity-susceptible subgroups demonstrated an expressive association with fluid cognition compared to crystallized cognition. Poststratification proved effective in correcting group attribution biases, particularly in Pennsylvania, highlighting sampling discrepancies in US states with the highest percentage of marginalized participants in the ABCD Study©. Our collective analyses underscore the inextricable link between race and geographic location within the US. We emphasize the importance of diversity-aware population models that consider the intersectional composition of society to derive precise and interpretable insights across applicable domains.
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Affiliation(s)
- Nicole Osayande
- McConnell Brain Imaging Centre, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada
| | - Justin Marotta
- McConnell Brain Imaging Centre, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada
| | - Shambhavi Aggarwal
- McConnell Brain Imaging Centre, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada
| | - Jakub Kopal
- McConnell Brain Imaging Centre, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada
| | - Avram Holmes
- Department of Psychiatry, Brain Health Institute, Rutgers University, Piscataway, NJ, USA
| | - Sarah W Yip
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Child Study Center, Yale University School of Medicine, New Haven, CT, USA
| | - Danilo Bzdok
- McConnell Brain Imaging Centre, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Mila - Quebec Artificial Intelligence Institute, Montreal, Quebec, Canada
- Department of Biomedical Engineering, Faculty of Medicine, McGill University, Montreal, QC, Canada
- School of Computer Science, McGill University, Montreal, QC, Canada
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Lemke J, D'Alessio AS, Briggs FBS, Bailey C. Influence of social determinants of health and adversity on computerized neurocognitive assessment. Clin Neuropsychol 2024:1-20. [PMID: 38993089 DOI: 10.1080/13854046.2024.2375801] [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: 09/12/2023] [Accepted: 06/28/2024] [Indexed: 07/13/2024]
Abstract
Introduction: Social determinants of health and adversity, including poverty, maltreatment, and neighborhood deprivation, are individual-level factors that may significantly affect baseline neurocognitive testing and management that have yet to be thoroughly explored within the computerized neurocognitive assessment.Objectives: Examine individual-level experiences of poverty, abuse, neighborhood deprivation, and social mobility on computerized cognitive testing.Methods: The sample included 3,845 student-athletes who completed a baseline Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) and were enrolled in the Child-Household Integrated Longitudinal Data database. Multivariable linear regressions were used to assess independent variables of Supplemental Nutrition Assistance Program enrollment, abuse or neglect cases, Area Deprivation Index scores, and other demographic factors on four baseline ImPACT composite scores: verbal and visual memory, visuomotor, and reaction time.Results: Individual-level factors of persistent poverty and neighborhood deprivation were associated with lower composite scores; however, upward social mobility was not significantly associated with cognitive performance. The effects of mother's race on computerized cognitive testing performance were attenuated when accounting for measures of adversity.Conclusion: Findings highlight the importance of social determinants of health in computerized neurocognitive testing to ensure more culturally sensitive and precise understanding of athletic baselines.
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Affiliation(s)
- Jillian Lemke
- Neurological Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Alena Sorensen D'Alessio
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Farren B S Briggs
- Department of Public Health Sciences, Division of Epidemiology, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Christopher Bailey
- Neurological Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Department of Neurology, Case Western Reserve University School of Medicine, Neurological Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
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Chen Q, Zhu S, Shang J, Fang Q, Xue Q, Hua J. Trends in Cognitive Function Before and After Diabetes Onset: The China Health and Retirement Longitudinal Study. Neurology 2024; 102:e209165. [PMID: 38447106 DOI: 10.1212/wnl.0000000000209165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 11/30/2023] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Individuals with prevalent diabetes were known to have a higher risk of dementia and lower cognitive function. However, trends of cognitive function before diabetes and in the short term after new-onset diabetes remain unclear. METHODS This study included participants without baseline diabetes from the China Health and Retirement Longitudinal Study. Cognitive tests were conducted at baseline (wave 1) and at least one time from wave 2 (2013) to wave 4 (2018). Cognitive function was assessed using a global cognition score which was the summary measure of 4 cognitive tests. A linear mixed model was constructed to fit the trends in cognitive function before and after diabetes onset and the trends among nondiabetes. The threshold of statistical significance was p < 0.05. RESULTS During the 7-year follow-up, 1,207 (9.7% of 12,422, 59.1 ± 8.6 years, 39.9% male participants) participants developed new-onset diabetes. The cognitive function of both the without diabetes group and the diabetes group declined annually during the follow-up. The annual decline rate of the diabetes group before diabetes onset was similar to that of the without diabetes group during the whole follow-up period. After diabetes onset, participants experienced statistically significant faster cognitive declines in global cognition (-0.023 SD/year; 95% CI -0.043 to -0.004; p = 0.019) and visuospatial abilities test (-0.036 SD/year; -0.061 to -0.011; p = 0.004), but not in tests of episodic memory (-0.018 SD/year; -0.041 to 0.004; p = 0.116), attention and calculation (-0.017 SD/year; -0.037 to 0.003; p = 0.090), or orientation (0.001 SD/year; -0.018 to 0.020; p = 0.894), compared with the cognitive slope before diabetes. In subgroup analysis, compared with those who developed diabetes between 45-54 years, those developing diabetes older (55-64 years, p for interaction = 0.701; 65-74 years, p for interaction = 0.996) did not demonstrate different rates of global cognitive decline after diabetes. DISCUSSION Individuals experienced faster rate of cognitive decline in a few years after diabetes onset, but not during the prediabetes period. Age did not modify the effect of diabetes on postdiabetes cognitive decline. Efforts in eliminating the adverse impacts on cognition should be started on diagnosis of diabetes.
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Affiliation(s)
- Qingmei Chen
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Sijia Zhu
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Jing Shang
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Qi Fang
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Qun Xue
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Jianian Hua
- From the Departments of Physical Medicine and Rehabilitation (Q.C.), Psychiatry (J.S.), and Neurology (Q.F., Q.X., J.H.), The First Affiliated Hospital of Soochow University, Suzhou; Department of Neurology (S.Z.), The Fourth Affiliated Hospital of Soochow University, Medical Center of Soochow University, Suzhou Dushu Lake Hospital; and Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Medical College of Soochow University, Suzhou, China
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Parvin MR, Johra FT, Akter F, Wahiduzzaman M, Akter K, Das M, Mondal S, Debnath M, Ullah M, Rony MKK. The long-term effects of childhood circumstances on older individuals: A systematic review. Aging Med (Milton) 2024; 7:239-251. [PMID: 38725695 PMCID: PMC11077334 DOI: 10.1002/agm2.12299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 02/27/2024] [Accepted: 03/28/2024] [Indexed: 05/12/2024] Open
Abstract
Childhood experiences are known to shape individuals' development and can influence various aspects of life later on. Understanding the long-term effects is crucial for informing interventions and policies aimed at promoting healthy aging. This review aimed to explore the long-term effects of childhood experiences on older individuals. This systematic review comprised three distinct phases. Firstly, a systematic review was conducted, exploring databases such as Google Scholar, PubMed, EMBASE, PsycINFO, and the Web of Science. Out of the 2116 studies initially identified, 24 studies were selected based on the inclusion criteria. Secondly, these inclusion criteria were applied to ensure that the chosen studies specifically delved into the connection between childhood experiences and outcomes in older individuals. Finally, data extraction and synthesis techniques were employed to analyze findings, facilitating the drawing of conclusions concerning the enduring impacts of childhood experiences on the well-being of older individuals. The review's findings revealed how negative experiences in childhood continue to affect older individuals in various ways. These early-life events have far-reaching consequences, profoundly impacting their physical health, making them more susceptible to chronic diseases and weakening their immune system. Additionally, they affect mental health, leading to conditions like depression, anxiety, and substance abuse. Cognitive function is also affected, resulting in memory problems and cognitive decline. Furthermore, these experiences impact social relationships, affecting trust, emotional control, and social isolation in later life. This review highlighted the enduring influence of childhood circumstances on the health and well-being of older individuals. Policymakers and health care practitioners should consider these findings when developing strategies to support healthy aging and mitigate the long-term effects of adverse childhood experiences.
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Affiliation(s)
- Mst. Rina Parvin
- Major at Bangladesh Army (AFNS Officer), Combined Military Hospital DhakaDhakaBangladesh
- School of Medical SciencesShahjalal University of Science and TechnologySylhetBangladesh
| | - Fateha Tuj Johra
- Masters in Disaster ManagementUniversity of DhakaDhakaBangladesh
| | - Fazila Akter
- Dhaka Nursing College, affiliated with the University of DhakaDhakaBangladesh
| | - Md. Wahiduzzaman
- School of Medical SciencesShahjalal University of Science and TechnologySylhetBangladesh
| | - Khadiza Akter
- Master of Public HealthDaffodil International UniversityDhakaBangladesh
| | - Mousumi Das
- Master of Public HealthLeading UniversitySylhetBangladesh
| | - Sujit Mondal
- Master of Science in NursingNational Institute of Advanced Nursing Education and Research MugdaDhakaBangladesh
| | - Mitun Debnath
- Master of Public HealthNational Institute of Preventive and Social MedicineDhakaBangladesh
| | - Mohammad Ullah
- College of NursingInternational University of Business Agriculture and Technology (IUBAT)DhakaBangladesh
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D’Alessio AS, Salas Atwell M, Koroukian S, Bailey C, Briggs FBS. Experiences of Adversity and Validity of Baseline Concussion Testing. J Athl Train 2024; 59:373-380. [PMID: 36827602 PMCID: PMC11064113 DOI: 10.4085/1062-6050-0502.22] [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] [Indexed: 02/26/2023]
Abstract
CONTEXT Neurocognitive testing is a critical tool in the management of sport-related concussions. Adversity during childhood and adolescence affects cognitive tasks, behavioral outcomes, and academic performance. Adversity may be important in baseline concussion test validity as well; however, the influence of these experiences is not well understood. OBJECTIVE To examine the relationship between individual-level experiences of adversity and baseline test validity of Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT). We hypothesized that experiences of poverty, maltreatment, or extreme neighborhood deprivation would be associated with lower odds of baseline test validity. DESIGN Case-control study. SETTING Cuyahoga County, Ohio. PATIENTS OR OTHER PARTICIPANTS A total of 6495 student-athletes born from 1995 through 2005 who completed a baseline ImPACT test between 10 and 18 years old and were identified in the Child-Household Integrated Longitudinal Data system, a comprehensive data system with demographic and social service usage outcomes for children in Cuyahoga County, Ohio. MAIN OUTCOME MEASURE(S) Baseline concussion test validity was determined using the ImPACT built-in validity measure. Experiences of adversity during the sensitive developmental periods of early childhood and adolescence were key independent variables. RESULTS Our findings suggested that social mobility may play an important role in baseline validity. Youth with upward social mobility (ie, poverty or neighborhood deprivation in early childhood only) were not different from youth without such experiences (odds ratio [OR] = 0.91, P = .74). Youth with persistent adversity across childhood or downward social mobility (ie, poverty or high neighborhood deprivation in adolescence only) had 50% to 72% lower odds of achieving a valid baseline test (persistent poverty, OR = 0.59, P = .05; adolescent poverty only, OR = 0.50, P = .004; adolescent neighborhood deprivation only, OR = 0.28, P < .001). Maltreatment had no significant effect on test validity. CONCLUSIONS These findings indicated that certain patterns of adversity may predispose youth to invalid baseline testing scores, potentially increasing their risk of inappropriate injury management and poor outcomes.
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Affiliation(s)
- Alena Sorensen D’Alessio
- Department of Population and Quantitative Health Sciences, Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH
- Center on Poverty and Community Development, Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH
| | - Meghan Salas Atwell
- Center on Poverty and Community Development, Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH
| | - Siran Koroukian
- Department of Population and Quantitative Health Sciences, Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH
| | - Christopher Bailey
- University Hospitals Concussion Management Program, Neurological Institute, University Hospitals Cleveland Medical Center, OH. Ms D’Alessio is now at the Department of Epidemiology, Gillings School of Global Public Health, and the Carolina Population Center, University of North Carolina at Chapel Hill. Dr Briggs is now at the Department of Public Health Sciences, University of Miami Miller School of Medicine, FL
| | - Farren B. S Briggs
- Department of Population and Quantitative Health Sciences, Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, OH
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Parker RMA, Tilling K, Terrera GM, Barrett JK. Modeling Risk Factors for Intraindividual Variability: A Mixed-Effects Beta-Binomial Model Applied to Cognitive Function in Older People in the English Longitudinal Study of Ageing. Am J Epidemiol 2024; 193:159-169. [PMID: 37579319 PMCID: PMC10773480 DOI: 10.1093/aje/kwad169] [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: 08/10/2022] [Revised: 04/14/2023] [Accepted: 08/04/2023] [Indexed: 08/16/2023] Open
Abstract
Cognitive functioning in older age profoundly impacts quality of life and health. While most research on cognition in older age has focused on mean levels, intraindividual variability (IIV) around this may have risk factors and outcomes independent of the mean value. Investigating risk factors associated with IIV has typically involved deriving a summary statistic for each person from residual error around a fitted mean. However, this ignores uncertainty in the estimates, prohibits exploring associations with time-varying factors, and is biased by floor/ceiling effects. To address this, we propose a mixed-effects location scale beta-binomial model for estimating average probability and IIV in a word recall test in the English Longitudinal Study of Ageing. After adjusting for mean performance, an analysis of 9,873 individuals across 7 (mean = 3.4) waves (2002-2015) found IIV to be greater at older ages, with lower education, in females, with more difficulties in activities of daily living, in later birth cohorts, and when interviewers recorded issues potentially affecting test performance. Our study introduces a novel method for identifying groups with greater IIV in bounded discrete outcomes. Our findings have implications for daily functioning and care, and further work is needed to identify the impact for future health outcomes.
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Affiliation(s)
- Richard M A Parker
- Correspondence to Dr. Richard M. A. Parker, Department of Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, United Kingdom (e-mail: )
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Backhouse EV, Boardman JP, Wardlaw JM. Cerebral Small Vessel Disease: Early-Life Antecedents and Long-Term Implications for the Brain, Aging, Stroke, and Dementia. Hypertension 2024; 81:54-74. [PMID: 37732415 PMCID: PMC10734792 DOI: 10.1161/hypertensionaha.122.19940] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
Cerebral small vessel disease is common in older adults and increases the risk of stroke, cognitive impairment, and dementia. While often attributed to midlife vascular risk factors such as hypertension, factors from earlier in life may contribute to later small vessel disease risk. In this review, we summarize current evidence for early-life effects on small vessel disease, stroke and dementia focusing on prenatal nutrition, and cognitive ability, education, and socioeconomic status in childhood. We discuss possible reasons for these associations, including differences in brain resilience and reserve, access to cognitive, social, and economic resources, and health behaviors, and we consider the extent to which these associations are independent of vascular risk factors. Although early-life factors, particularly education, are major risk factors for Alzheimer disease, they are less established in small vessel disease or vascular cognitive impairment. We discuss current knowledge, gaps in knowledge, targets for future research, clinical practice, and policy change.
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Affiliation(s)
- Ellen V. Backhouse
- Centre for Clinical Brain Sciences (E.V.B., J.P.B., J.M.W.), University of Edinburgh, Scotland, United Kingdom
- MRC UK Dementia Research Institute (E.V.B., J.M.W.), University of Edinburgh, Scotland, United Kingdom
| | - James P. Boardman
- Centre for Clinical Brain Sciences (E.V.B., J.P.B., J.M.W.), University of Edinburgh, Scotland, United Kingdom
- MRC Centre for Reproductive Health (J.P.B.), University of Edinburgh, Scotland, United Kingdom
| | - Joanna M. Wardlaw
- Centre for Clinical Brain Sciences (E.V.B., J.P.B., J.M.W.), University of Edinburgh, Scotland, United Kingdom
- MRC UK Dementia Research Institute (E.V.B., J.M.W.), University of Edinburgh, Scotland, United Kingdom
- Edinburgh Imaging (J.M.W.), University of Edinburgh, Scotland, United Kingdom
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Filigrana P, Moon JY, Gallo LC, Fernández-Rhodes L, Perreira KM, Daviglus ML, Thyagarajan B, Garcia-Bedoya OL, Cai J, Lipton RB, Kaplan RC, Gonzalez HM, Isasi CR. Childhood and Life-Course Socioeconomic Position and Cognitive Function in the Adult Population of the Hispanic Community Health Study/Study of Latinos. Am J Epidemiol 2023; 192:2006-2017. [PMID: 37420108 PMCID: PMC10988221 DOI: 10.1093/aje/kwad157] [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: 09/22/2022] [Revised: 07/03/2023] [Accepted: 07/04/2023] [Indexed: 07/09/2023] Open
Abstract
The Hispanic/Latino population experiences socioeconomic adversities across the lifespan and is at greater risk of cognitive impairment, yet little is known about the role of life-course socioeconomic position (SEP) in cognitive function in this population. Using baseline data (2008-2011) from adults (aged 45-74 years) of the Hispanic Community Health Study/Study of Latinos, we assessed the association between childhood SEP and socioeconomic mobility with cognitive function, and whether this association was mediated by midlife SEP. Childhood SEP was assessed using parental education. An index combining participants' education and household income represented midlife SEP. Socioeconomic mobility was categorized as stable low, downward or upward mobility, and stable high-SEP. Cognitive function measures were modeled using survey linear regression with inverse-probability weighting, accounting for covariates. We used mediation analysis to estimate the indirect effect of childhood SEP on cognition through midlife SEP. High childhood SEP was associated with global cognition in adulthood (coefficient for parental education beyond high school vs. less than high school = 0.26, 95% confidence interval: 0.15, 0.37). This association was partially mediated through midlife SEP (indirect effect coefficient = 0.16, 95% confidence interval: 0.15, 0.18). Low SEP through the life course was associated with the lowest cognitive function. This study provides evidence that life-course SEP influences cognitive performance in adulthood.
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Affiliation(s)
- Paola Filigrana
- Correspondence to Dr. Paola Filigrana, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Belfer Building-Room 1308, Bronx, NY 10461 (e-mail: )
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11
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Liang H, Fang Y. Associations between adverse childhood experiences and motoric cognitive risk syndrome: A prospective, longitudinal, observational, cohort study. Int J Geriatr Psychiatry 2023; 38:e5996. [PMID: 37655495 DOI: 10.1002/gps.5996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Affiliation(s)
- Haixu Liang
- School of Public Health, Xiamen University, Xiamen, China
- Key Laboratory of Health Technology Assessment of Fujian Province University, Xiamen University, Xiamen, China
| | - Ya Fang
- School of Public Health, Xiamen University, Xiamen, China
- Key Laboratory of Health Technology Assessment of Fujian Province University, Xiamen University, Xiamen, China
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12
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Hoang CT, Amin V, Behrman JR, Kohler HP, Kohler IV. Heterogenous trajectories in physical, mental and cognitive health among older Americans: Roles of genetics and life course contextual factors. SSM Popul Health 2023; 23:101448. [PMID: 37520306 PMCID: PMC10372459 DOI: 10.1016/j.ssmph.2023.101448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/13/2023] [Accepted: 06/08/2023] [Indexed: 08/01/2023] Open
Abstract
We investigate the roles of genetic predispositions, childhood SES and adult educational attainment in shaping trajectories for three important components of the overall health of older adults -- BMI, depressive symptoms and cognition. We use the Health & Retirement Study (HRS) and group-based trajectory modeling (GBTM) to identify subgroups of people who share the same underlying trajectories ages 51-94 years. After identifying common underlying health trajectories, we use fractional multinomial logit models to estimate associations of (1) polygenic scores for BMI, depression, ever-smoked, education, cognition and subjective wellbeing, (2) childhood SES and (3) educational attainment with the probabilities of trajectory group memberships. While genetic predispositions do play a part in predicting trajectory group memberships, our results highlight the long arm of socioeconomic factors. Educational attainment is the most robust predictor-it predicts increased probabilities of belonging to trajectories with BMI in the normal range, low depressive symptoms and very-high initial cognition. Childhood circumstances are manifested in trajectories to a lesser extent, with childhood SES predicting higher likelihood of being on the low depressive symptoms and very-high initial cognition trajectories. We also find suggestive evidence that associations of educational attainment on the probabilities of being on trajectories with BMI in the normal range, low depressive symptoms and very-high initial cognition vary with genetic predispositions. Our results suggest that policies to increase educational attainment may improve population health by increasing the likelihood of belonging to "good" aging trajectories.
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Affiliation(s)
| | | | - Jere R. Behrman
- William R. Kenan, Economics and Sociology, University of Pennsylvania, USA
| | - Hans-Peter Kohler
- Fredrick J. Warren Professor of Demography, University of Pennsylvania, USA
| | - Illiana V. Kohler
- Population Studies Center and Department of Sociology, University of Pennsylvania, USA
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Kucharska-Newton AM, Pike JR, Chen J, Coresh J, Sharret AR, Mosley T, Palta P. Association of Childhood and Midlife Neighborhood Socioeconomic Position With Cognitive Decline. JAMA Netw Open 2023; 6:e2327421. [PMID: 37540511 PMCID: PMC10403777 DOI: 10.1001/jamanetworkopen.2023.27421] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/24/2023] [Indexed: 08/05/2023] Open
Abstract
Importance Early-life socioeconomic adversity may be associated with poor cognitive health over the life course. Objective To examine the association of childhood and midlife neighborhood socioeconomic position (nSEP) with cognitive decline. Design, Setting, and Participants This cohort study included 5711 men and women enrolled in the community-based Atherosclerosis Risk in Communities (ARIC) Study with repeated cognitive data measured over a median 27.0 years (IQR, 26.0-27.9 years) (1990-2019). Statistical analysis was performed from December 2022 through March 2023. Exposure Residence addresses for ARIC Study cohort participants were obtained at midlife (1990-1993) and as recalled addresses at 10 years of age (childhood). A composite nSEP z score was created as a sum of z scores for US Census-based measures of median household income; median value of owner-occupied housing units; percentage of households receiving interest, dividend, or net rental income; percentage of adults with a high school degree; percentage of adults with a college degree; and percentage of adults in professional, managerial, or executive occupations. Childhood nSEP and midlife nSEP were modeled as continuous measures and discretized into tertiles. Main Outcomes and Measures A factor score for global cognition was derived from a battery of cognitive tests administered at 5 in-person visits from baseline to 2019. The rate of cognitive decline from 50 to 90 years of age was calculated by fitting mixed-effects linear regression models with age as the time scale and adjusted for race, sex, birth decade, educational level, and presence of the apolipoprotein E ε4 allele. Results Among 5711 ARIC Study participants (mean [SD] baseline age, 55.1 [4.7] years; 3372 women [59.0%]; and 1313 Black participants [23.0%]), the median rate of cognitive decline was -0.33 SDs (IQR, -0.49 to -0.20 SDs) per decade. In adjusted analyses, each 1-SD-higher childhood nSEP score was associated with a slower (β, -9.2%; 95% CI, -12.1% to -6.4%) rate of cognitive decline relative to the sample median. A comparable association was observed when comparing the highest tertile with the lowest tertile of childhood nSEP (β, -17.7%; 95% CI, -24.1% to -11.3%). Midlife nSEP was not associated with the rate of cognitive decline. Conclusions and Relevance In this cohort study of contextual factors associated with cognitive decline, childhood nSEP was inversely associated with trajectories of cognitive function throughout adulthood.
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Affiliation(s)
- Anna M. Kucharska-Newton
- Department of Epidemiology, University of North Carolina at Chapel Hill
- Department of Epidemiology, University of Kentucky, Lexington
| | - James Russell Pike
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Jinyu Chen
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - A. Richey Sharret
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Thomas Mosley
- Department of Neurology, University of Mississippi Medical Center, Jackson
- Department of Medicine, University of Mississippi Medical Center, Jackson
| | - Priya Palta
- Department of Neurology, University of North Carolina at Chapel Hill
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Huoyun Z, Shilong M, Zhaoqi L, Huiqin X. Early socioeconomic status, social mobility and cognitive trajectories in later life: A life course perspective. ECONOMICS AND HUMAN BIOLOGY 2023; 50:101281. [PMID: 37490832 DOI: 10.1016/j.ehb.2023.101281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 07/07/2023] [Accepted: 07/17/2023] [Indexed: 07/27/2023]
Abstract
Using the Chinese Longitudinal Healthy Longevity Survey (CLHLS) from 2008 to 2018 accompanied by the growth curve model, we examined the association between early socioeconomic status, social mobility, and divergent cognitive trajectories in later life within a society undergoing significant transformation. The study confirmed a positive relationship between socioeconomic status in early life and cognitive ability in later life. However, socioeconomic status in adulthood is associated with better cognitive ability in old age compared to that in childhood. Meanwhile, upward social mobility mitigates the negative correlation between socioeconomic disadvantage in early life and cognitive ability in later life. In addition, the inequality in socioeconomic status at earlier stages resulted in heterogeneous cognitive trajectories, with the double cumulative disadvantage effect resulting from education being particularly noteworthy. Thus, Chinese health policy should focus on the earlier stages of life, actively promoting inclusive family policies and improving the family's role in protecting childhood from an adverse environment. Simultaneously, education and employment fairness should be strengthened to accelerate social mobility and enhance the "Health Repair Mechanism" of the second life course.
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Affiliation(s)
- Zhu Huoyun
- School of Public Administration and Emergency Management, Jinan University, Guangzhou, China; Institute of Common Prosperity and National Governance, Jinan University, Guangzhou, China.
| | - Ma Shilong
- School of Public Administration and Emergency Management, Jinan University, Guangzhou, China
| | - Li Zhaoqi
- School of Public Administration and Emergency Management, Jinan University, Guangzhou, China
| | - Xia Huiqin
- College of Political Science and Law, JiangXi Normal University, Nanchang, China
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Seixas BV, Macinko J. Distinct domains of childhood disadvantage and cognitive performance among older Brazilians: Evidence from ELSI-Brazil. SSM Popul Health 2023; 22:101416. [PMID: 37215155 PMCID: PMC10193012 DOI: 10.1016/j.ssmph.2023.101416] [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: 10/19/2022] [Revised: 04/20/2023] [Accepted: 04/23/2023] [Indexed: 05/24/2023] Open
Abstract
Objective To investigate the relationship between of distinct domains of childhood disadvantage and cognitive performance among older adults within the context of a middle-income country. Methods This study used baseline data (2015/2016) from the Brazilian Longitudinal Study of Aging (ELSI), a nationally representative cohort of 9412 adults aged 50 and over. Nine childhood exposure variables were grouped into three domains (family SES, childhood health, and cultural capital), for which scores were created. Survey-weighted Ordinary Least Squares (OLS) regressions estimated the association childhood disadvantage with cognitive performance as measured by immediate memory, late memory and semantic verbal fluency. Mediation analysis assessed whether adulthood socioeconomic status (SES) mediated this relationship of interest. Results Important disparities in cognitive performance were observed, particularly in terms of age, education, income, occupational status. Before controlling for adulthood SES in the multivariable analysis, all domains of childhood disadvantage were found to be associated with lower cognitive performance across all three measures. After inclusion of adulthood SES variables, the observed associations only remained for semantic verbal fluency. Formal mediation analysis indicated that adulthood SES mediates 47.9% (95% CI: 34.3%-78.6%) of the association between later-life verbal fluency and poor childhood health, and 49.9% (95% CI: 43.6%-57.8%) of the association between later-life verbal fluency and low childhood cultural capital. Conclusions We found that childhood disadvantage is associated with low performance in memory tests and semantic verbal fluency tests among older Brazilians. Adulthood SES fully mediated the association between all domains of childhood disadvantage and memory performance and only partially mediated its association with verbal fluency. Our findings support policy efforts to enhance early childhood development and improve adulthood SES, and guide additional research to better the mechanisms driving these relationships.
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Affiliation(s)
- Brayan V. Seixas
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles (UCLA), 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA
| | - James Macinko
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles (UCLA), 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA
- Department of Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles (UCLA), 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA
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Künzi M, Sieber S, Joly-Burra E, Cullati S, Bauermeister S, Stringhini S, Draganski B, Ballhausen N, Kliegel M. Adversity specificity and life period exposure on cognitive aging. Sci Rep 2023; 13:8702. [PMID: 37248321 PMCID: PMC10227009 DOI: 10.1038/s41598-023-35855-5] [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: 11/14/2022] [Accepted: 05/24/2023] [Indexed: 05/31/2023] Open
Abstract
This study set out to examine the role of different adversities experienced at different life course stages on cognitive aging (i.e., level and change). Data from the longitudinal study: Survey of Health, Ageing, and Retirement in Europe (SHARE) with the selection of participants over 60 years were used (N = 2662, Mdnage = 68, SDage = 5.39) in a Structural Equation Modeling. In early life, the experience of hunger predicted lower delayed recall (β = - 0.10, p < 0.001) and verbal fluency (β = - 0.06, p = 0.001) performance in older age, whereas financial hardship predicted lower verbal fluency (β = - 0.06, p = 0.005) performance and steeper decline in delayed recall (β = - 0.11, p < 0.001). In early adulthood, financial hardship and stress predicted better delayed recall (financial hardship: β = 0.08, p = 0.001; stress: β = 0.07, p = 0.003) and verbal fluency performance (financial hardship: β = 0.08, p = 0.001; stress β = 0.10, p < 0.001), but no adversities were associated with a change in cognitive performance. In middle adulthood, no adversities were associated with the level of cognitive performance, but financial hardship predicted lower decline in delayed recall (β = 0.07, p = 0.048). This study highlights the importance of disentangling the period effect from the specific effect of the adversity experienced in the association between adversity and cognition in older age. Moreover, differential results for delayed recall and verbal fluency measures suggest that it is also important to consider the cognitive outcome domains examined.
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Affiliation(s)
- M Künzi
- Dementias Platform UK, Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK.
- Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Geneva, Switzerland.
- LIVES, Overcoming Vulnerability: Life Course Perspective, Swiss National Centre of Competence in Research, Lausanne and Geneva, Switzerland.
| | - S Sieber
- LIVES, Overcoming Vulnerability: Life Course Perspective, Swiss National Centre of Competence in Research, Lausanne and Geneva, Switzerland
| | - E Joly-Burra
- Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Geneva, Switzerland
- LIVES, Overcoming Vulnerability: Life Course Perspective, Swiss National Centre of Competence in Research, Lausanne and Geneva, Switzerland
- Cognitive Aging Lab (CAL), University of Geneva, Geneva, Switzerland
| | - S Cullati
- Population Health Laboratory (#PopHealthLab), University of Fribourg, Fribourg, Switzerland
- Department of Readaptation and Geriatrics, University of Geneva, Geneva, Switzerland
| | - S Bauermeister
- Dementias Platform UK, Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, OX3 7JX, UK
| | - S Stringhini
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
- Unit of Population Epidemiology, Division of Primary Care, Geneva University Hospitals, Geneva, Switzerland
| | - B Draganski
- Laboratory of Research in Neuroimaging (LREN), Department of Clinical Neuroscience, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
- Neurology Department, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - N Ballhausen
- Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Geneva, Switzerland
- Department of Developmental Psychology, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - M Kliegel
- Center for the Interdisciplinary Study of Gerontology and Vulnerability (CIGEV), University of Geneva, Geneva, Switzerland
- LIVES, Overcoming Vulnerability: Life Course Perspective, Swiss National Centre of Competence in Research, Lausanne and Geneva, Switzerland
- Cognitive Aging Lab (CAL), University of Geneva, Geneva, Switzerland
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Korhonen K, Leinonen T, Tarkiainen L, Einiö E, Martikainen P. Childhood socio-economic circumstances and dementia: prospective register-based cohort study of adulthood socio-economic and cardiovascular health mediators. Int J Epidemiol 2022; 52:523-535. [PMID: 36343014 PMCID: PMC10114069 DOI: 10.1093/ije/dyac205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 10/13/2022] [Indexed: 11/09/2022] Open
Abstract
Abstract
Background
This study analysed the association between childhood socio-economic circumstances and the risk of dementia, and investigated the mediating role of potentially modifiable risk factors including adulthood socio-economic position and cardiovascular health.
Methods
We used a 10% sample of the 1950 Finnish population census linked with subsequent population and health registers (n = 95 381). Information of socio-economic characteristics, family structure and housing conditions at the age of 0–15 years was obtained from the 1950 census. We identified cohort members who developed dementia in 2000–2018 using national hospital, medication and death registers. Discrete time survival analysis using logistic regression and mediation analysis applying the Karlson–Holm–Breen (KHB) method were employed.
Results
An excess risk of dementia was observed for household crowding [odds ratio (OR) = 1.10; 95% CI 1.02–1.18 for 3 to <4 persons per heated room; OR = 1.19; 95% CI 1.11–1.27 for ≥4 persons], single-father family (OR = 1.27; 95% CI 1.07–1.51) and eastern and northern region of residence (OR = 1.19; 95% CI 1.10–1.28). The effects of single-father family and region of residence were mostly direct with adulthood characteristics mediating 14% and 29% of the total effect, respectively. The largest indirect effect was observed for household crowding mediated through adulthood socio-economic position (47–65%).
Conclusions
The study shows that childhood socio-economic circumstances are associated with dementia, and that the underlying mechanisms only partly relate to adulthood socio-economic position and cardiovascular health. Socio-economic and health interventions targeted at families with children may carry long-term benefits by contributing to a lower dementia risk in later life.
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Affiliation(s)
- Kaarina Korhonen
- Population Research Unit, Faculty of Social Sciences, University of Helsinki , Helsinki, Finland
| | - Taina Leinonen
- Finnish Institute of Occupational Health , Helsinki, Finland
| | - Lasse Tarkiainen
- Population Research Unit, Faculty of Social Sciences, University of Helsinki , Helsinki, Finland
- Helsinki Institute of Urban and Regional Studies (URBARIA), University of Helsinki , Helsinki, Finland
| | - Elina Einiö
- Population Research Unit, Faculty of Social Sciences, University of Helsinki , Helsinki, Finland
| | - Pekka Martikainen
- Population Research Unit, Faculty of Social Sciences, University of Helsinki , Helsinki, Finland
- Max Planck Institute for Demographic Research , Rostock, Germany
- Department of Public Health Sciences, Stockholm University , Stockholm, Sweden
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Zhao X, Zheng Q, Maes JHR. Educational mobility and older adults' working memory updating ability: association and role of resilience. Aging Ment Health 2022:1-8. [PMID: 36325945 DOI: 10.1080/13607863.2022.2141194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE Previous research revealed that a low childhood socioeconomic status, including low parental education, correlates with impaired executive functioning. However, there is a lack of research on the association of working memory updating (WMU) ability, which is one of the major components of executive functioning, and of resilience with educational mobility. The purpose of the present two studies was to further examine these associations. METHOD In Study 1, 180, 60-88-year old adults with different levels of educational mobility performed a WMU task. In Study 2, 130, 60-89-year old adults that had experienced different levels of upward educational mobility completed a WMU task and a resilience questionnaire. RESULTS Study 1 revealed that extent of educational mobility was significantly positively associated with WMU ability. Study 2 revealed significant positive associations among extent of educational mobility, resilience, and WMU task performance. CONCLUSION The results were discussed in terms of possible causal relations between the variables and implications for interventions that aim to enhance upward educational mobility and cognitive functioning in late adulthood.
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Affiliation(s)
- Xin Zhao
- School of Psychology, Northwest Normal University, Lanzhou, China
| | - Qiaoping Zheng
- School of Psychology, Northwest Normal University, Lanzhou, China
| | - Joseph H R Maes
- Donders Institute for Brain, Cognition and Behaviour, Centre for Cognition, Radboud University, Nijmegen, The Netherlands
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Ran X, Huang T, Chen G. Subjective Socioeconomic Status, Class Mobility and Health Disparities of Older People. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13955. [PMID: 36360833 PMCID: PMC9654853 DOI: 10.3390/ijerph192113955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/16/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Abstract
The aim of this study is threefold: (1) investigate the impact of subjective socioeconomic status on the health of older people with a further exploration of its extent, (2) explore the relationship between diverse class mobility trajectories and health disparities among older people, and (3) examine the health disparities among older people with different subjective socioeconomic statuses in groups of various class mobility. The data for this study came from the Chinese General Social Survey (CGSS) of 2017, and regression and moderation models are used. The results indicate that for each level of increase in the subjective socioeconomic status of older people, the health score significantly increased by 0.159. The health status of older people who experienced upward class mobility is significantly better than those who did not; therefore, different class mobility trajectories also shape health disparities. The moderation role of class mobility on the impact of subjective socioeconomic status on the health of older people is also confirmed. The results provide further support for the subjective socioeconomic status having a significant impact on the health of older people with different class mobility trajectories. An upward class mobility trajectory somewhat diminishes this influence. Therefore, policy interventions should be provided to enhance the subjective socioeconomic status of older people and increase their opportunities for upward class mobility.
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Affiliation(s)
| | | | - Gong Chen
- Institute of Population Research, Peking University, Beijing 100871, China
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Qin Y. Adult Children's Intergenerational Mobility and Older Adults' Self-Rated Health: A US-China Comparison. J Gerontol B Psychol Sci Soc Sci 2022; 77:1154-1163. [PMID: 35147682 DOI: 10.1093/geronb/gbac034] [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: 07/30/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES This study examines whether and how adult children's educational mobility is associated with the self-rated health of older adults aged 50 and above in China and the United States. METHODS The analytic sample included 12,445 Chinese respondents from the 2011-2013 China Health and Retirement Longitudinal Study, and 17,121 US respondents from the 2010-2012 Health and Retirement Study. Multinomial logistic regression was employed to examine the relationship between children's educational mobility and parents' self-rated health, and the KHB-method was used for mediation analysis. RESULTS Adult children's upward mobility was associated with their parents' better health in both countries. This association was mediated by child-to-parent economic support, as well as parents' social engagement and depressive symptoms in China; in the United States, parents' depression was the only significant mediator. DISCUSSION This study is among the first to empirically show the benefit of adult children's upward mobility for their parents' health. The cross-national differences in the mediating paths suggest that the crossover effect of children's intergenerational mobility on their parents' health is embedded within specific sociocultural contexts.
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Affiliation(s)
- Yue Qin
- Department of Sociology, University of Wisconsin-Madison
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Ailshire J, Carr D. Cross-National Comparisons of Social and Economic Contexts of Aging. J Gerontol B Psychol Sci Soc Sci 2021; 76:S1-S4. [PMID: 34101809 PMCID: PMC8186853 DOI: 10.1093/geronb/gbab049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Indexed: 02/05/2023] Open
Affiliation(s)
- Jennifer Ailshire
- Davis School of Gerontology, University of Southern California, Los Angeles, USA
| | - Deborah Carr
- Department of Sociology, Boston University, Massachusetts, USA
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