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Meza E, Hebert J, Garcia ME, Torres JM, Glymour MM, Vable AM. First-generation college graduates have similar depressive symptoms in midlife as multi-generational college graduates. SSM Popul Health 2024; 25:101633. [PMID: 38434443 PMCID: PMC10905036 DOI: 10.1016/j.ssmph.2024.101633] [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: 10/12/2023] [Revised: 02/15/2024] [Accepted: 02/15/2024] [Indexed: 03/05/2024] Open
Abstract
Purpose Higher education may protect an individual against depressive symptoms, yet, disadvantaged socioeconomic status (SES) during childhood, often measured by lower parental education, may put them at higher risk for depressive symptoms later in life. This study evaluates if midlife depression is similar for first-generation and multi-generation college graduates. Methods For US Health and Retirement Study (HRS) participants ages 55-63 (N = 16,752), we defined a 4-category exposure from parents' (highest of mother or father's) and participant's own years of education, with 16 years indicating college completion: multi-gen (both ≥ 16 years: reference); first-gen (parents <16; own ≥ 16); only parent(s) (parents ≥ 16; own <16); and neither (both <16) college graduates across three birth cohorts. We used linear regressions to evaluate relationships between college completion and depressive symptoms measured by an 8-item Center for Epidemiologic Studies - Depression (CES-D) scale. Models pooled over time evaluated differences by sex, race/ethnicity, and birthplace. Results First-gen and multi-gen college graduates averaged similar depressive symptoms in midlife (β : 0.01; 95% CI: 0.15, 0.13). Results were similar by sex and race/ethnicity. Conclusion Consistent with resource substitution theory, college completion may offset the deleterious effects of lower parental education on midlife depressive symptoms for first-generation graduates.
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Affiliation(s)
- Erika Meza
- Department of Epidemiology and Biostatistics University of California, San Francisco, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA
- Center for Population and Development Studies Harvard University, 9 Bow St. Cambridge, MA 02138, USA
| | - Jillian Hebert
- Department of Family and Community Medicine University of California, San Francisco, 995 Potrero Ave, San Francisco, CA, 94110, USA
| | - Maria E. Garcia
- Department of Epidemiology and Biostatistics University of California, San Francisco, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA
- Division of General Internal Medicine, University of California, San Francisco, 1701 Divisadero St, San Francisco, CA, 94115, USA
| | - Jacqueline M. Torres
- Department of Epidemiology and Biostatistics University of California, San Francisco, 550 16th St 2nd Floor, San Francisco, CA, 94158, USA
| | - M. Maria Glymour
- Department of Epidemiology, Boston University School of Public Health, 715 Albany St, Boston, MA, USA
| | - Anusha M. Vable
- Department of Family and Community Medicine University of California, San Francisco, 995 Potrero Ave, San Francisco, CA, 94110, USA
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Chlapecka A, Wolfová K, Fryčová B, Cermakova P. Educational attainment and anxiety in middle-aged and older Europeans. Sci Rep 2023; 13:13314. [PMID: 37587157 PMCID: PMC10432412 DOI: 10.1038/s41598-023-40196-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 08/06/2023] [Indexed: 08/18/2023] Open
Abstract
We examined the relationship between educational attainment (EA) and anxiety symptoms in a sample of 77,792 individuals (median age = 64 years, 55% female) from the Survey of Health, Ageing and Retirement in Europe. Using logistic regression, we estimated odds ratio (OR) with 95% confidence interval (CI) for the association between EA (7 educational levels based on International Standard Classification of Education) and anxiety symptoms (12 or more points from the shortened 5-item version of the Beck Anxiety Inventory), adjusting for sociodemographic and health-related factors. We further explored whether the relationship varied by region, sex and age group. Independent of sociodemographic and health-related factors, higher levels of EA were associated with lower odds of anxiety symptoms. The magnitude of this association plateaued at first stage of tertiary education (OR 0.40; 95% CI 0.35-0.47, p < 0.001). The association was stronger in females, middle-aged individuals and in Central and Eastern Europe while not apparent in Northern Europe. Our findings suggest that individuals with higher education might be protected against anxiety throughout life. The protective effect of education against anxiety symptoms is more pronounced in less egalitarian regions and in females.
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Affiliation(s)
- Adam Chlapecka
- Third Faculty of Medicine, Charles University Prague, 100 00, Prague, Czech Republic.
- Department of Neurology and Centre of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University in Prague, 128 21, Prague, Czech Republic.
| | - Katrin Wolfová
- Third Faculty of Medicine, Charles University Prague, 100 00, Prague, Czech Republic
- National Institute of Mental Health, 250 67, Klecany, Czech Republic
- Second Faculty of Medicine, Charles University Prague, 150 06, Prague, Czech Republic
| | - Barbora Fryčová
- Second Faculty of Medicine, Charles University Prague, 150 06, Prague, Czech Republic
| | - Pavla Cermakova
- National Institute of Mental Health, 250 67, Klecany, Czech Republic
- Second Faculty of Medicine, Charles University Prague, 150 06, Prague, Czech Republic
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Čermaková P, Andrýsková L, Brázdil M, Marečková K. Socioeconomic deprivation in early life and symptoms of depression and anxiety in young adulthood: mediating role of hippocampal connectivity. Psychol Med 2022; 52:2671-2680. [PMID: 33327969 PMCID: PMC9647532 DOI: 10.1017/s0033291720004754] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 10/22/2020] [Accepted: 11/19/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Experience of early-life socioeconomic deprivation (ELSD) may increase the risk of mental disorders in young adulthood. This association may be mediated by structural and functional alterations of the hippocampus. METHODS We conducted a prospective cohort study on 122 participants of the European Longitudinal Study of Pregnancy and Childhood. Information about ELSD was collected via questionnaire from mothers during the first 18 months of participants' lives. At age 23-24, participants underwent examination by structural magnetic resonance imaging, resting-state functional connectivity and assessment of depressive symptoms (Mood and Feelings Questionnaire) and anxiety (Spielberger State-Trait Anxiety Inventory). The association of ELSD with brain outcomes in young adulthood was assessed with correlations, linear regression (adjusting for sex, socioeconomic position and mother's mental health) and moderated mediation analysis. RESULTS Higher ELSD was associated with greater depressive symptoms (B = 0.22; p = 0.001), trait anxiety (B = 0.07; p = 0.02) and lower global connectivity of the right hippocampus (B = -0.01; p = 0.02). These associations persisted when adjusted for covariates. In women, lower global connectivity of the right hippocampus was associated with stronger trait anxiety (B = -4.14; p = 0.01). Global connectivity of the right hippocampus as well as connectivity between the right hippocampus and the left middle temporal gyrus mediated the association between ELSD and trait anxiety in women. Higher ELSD correlated with a lower volume of the right hippocampus in men, but the volume of the right hippocampus was not related to mental health. CONCLUSIONS Early preventive strategies targeted at children from socioeconomically deprived families may yield long-lasting benefits for the mental health of the population.
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Affiliation(s)
- Pavla Čermaková
- Third Faculty of Medicine, Charles University Prague, Prague, Czech Republic
- National Institute of Mental Health, Klecany, Czech Republic
- Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | | | - Milan Brázdil
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Klára Marečková
- Third Faculty of Medicine, Charles University Prague, Prague, Czech Republic
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
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Cermakova P, Chlapečka A, Andrýsková L, Brázdil M, Marečková K. Socioeconomic and Cognitive Roots of Trait Anxiety in Young Adults. Soc Cogn Affect Neurosci 2021; 17:703-711. [PMID: 34915569 PMCID: PMC9340106 DOI: 10.1093/scan/nsab135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 11/26/2021] [Accepted: 12/14/2021] [Indexed: 11/26/2022] Open
Abstract
In 54 participants (41% women) from the Czech arm of the European Longitudinal Study of Pregnancy and Childhood, a national birth cohort with prospectively collected data from their birth until young adulthood, we aimed to study the association between early-life socioeconomic deprivation (ELSD), cognitive ability in adolescence, trait anxiety and resting state functional connectivity of the lateral prefrontal cortex (LPFC) in young adulthood. We found that ELSD was associated with lower cognitive ability in adolescence (at age 13) as well as higher trait anxiety in young adulthood (at age 23/24). Higher cognitive ability in adolescence predicted lower trait anxiety in young adulthood. Resting state functional connectivity between the right LPFC and a cluster of voxels including left precentral gyrus, left postcentral gyrus and superior frontal gyrus mediated the relationship between lower cognitive ability in adolescence and higher trait anxiety in young adulthood. These findings indicate that lower cognitive ability and higher trait anxiety may be both consequences of socioeconomic deprivation in early life. The recruitment of the right LPFC may be the underlying mechanism, through which higher cognitive ability may ameliorate trait anxiety.
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Affiliation(s)
- Pavla Cermakova
- Second Faculty of Medicine, Charles University Prague, Czech Republic.,National Institute of Mental Health, Klecany, Czech Republlic
| | - Adam Chlapečka
- Third Faculty of Medicine, Charles University Prague, Czech Republic.,Centre of Clinical Neuroscience, Department of Neurology, First Faculty of Medicine, General University Hospital, Charles University in Prague, Czech Republic
| | | | - Milan Brázdil
- Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Klára Marečková
- Second Faculty of Medicine, Charles University Prague, Czech Republic.,Brain and Mind Research, Central European Institute of Technology, Masaryk University, Brno, Czech Republic
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Formánek T, Csajbók Z, Wolfová K, Kučera M, Tom S, Aarsland D, Cermakova P. Trajectories of depressive symptoms and associated patterns of cognitive decline. Sci Rep 2020; 10:20888. [PMID: 33257789 PMCID: PMC7705007 DOI: 10.1038/s41598-020-77866-6] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 11/13/2020] [Indexed: 01/27/2023] Open
Abstract
The aim was to investigate the pattern and rate of cognitive decline across distinctive trajectories of depressive symptoms in older adults. In this prospective multinational cohort study on 69,066 participants (on average 64 years at baseline, 55% women), assessments of cognitive functions (immediate recall, delayed recall, verbal fluency) and depressive symptoms (EURO-D scale) were conducted at 2-year intervals. The trajectories of depressive symptoms were obtained using latent growth mixture modelling, cognitive decline was assessed using smoothing splines and linear mixed effects models. Four distinct trajectories of depressive symptoms were identified: constantly low (n = 49,660), constantly high (n = 2999), increasing (n = 6828) and decreasing (n = 9579). Individuals with increasing and constantly high depressive symptoms showed linear cognitive decline, while those with constantly low and decreasing depressive symptoms had fluctuating cognition. Participants with increasing depressive symptoms had the fastest decline, while those with decreasing symptoms were spared from decline in cognition. This study suggests that the pattern as well as the rate of cognitive decline co-occurs with specific patterns of changes in depressive symptoms over time. The most pronounced cognitive decline is present in individuals, in whom depressive symptoms increase late in life. Unique mechanisms of cognitive decline may exist for subgroups of the population, and are associated with the trajectory of depressive symptoms.
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Affiliation(s)
- Tomáš Formánek
- National Institute of Mental Health, Klecany, Czech Republic
| | - Zsófia Csajbók
- National Institute of Mental Health, Klecany, Czech Republic.,Third Faculty of Medicine, Charles University Prague, Ruská 87, 100 00, Prague 10, Czech Republic
| | - Katrin Wolfová
- National Institute of Mental Health, Klecany, Czech Republic.,Third Faculty of Medicine, Charles University Prague, Ruská 87, 100 00, Prague 10, Czech Republic
| | - Matěj Kučera
- National Institute of Mental Health, Klecany, Czech Republic.,Third Faculty of Medicine, Charles University Prague, Ruská 87, 100 00, Prague 10, Czech Republic
| | - Sarah Tom
- Departments of Neurology and Epidemiology, Columbia University, New York, USA
| | - Dag Aarsland
- Department of Old Age Psychiatry Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,Centre of Age-Related Medicine, University Hospital Stavanger, Stavanger, Norway
| | - Pavla Cermakova
- National Institute of Mental Health, Klecany, Czech Republic. .,Third Faculty of Medicine, Charles University Prague, Ruská 87, 100 00, Prague 10, Czech Republic. .,Second Faculty of Medicine, Charles University, Prague, Czech Republic.
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Chlapecka A, Kagstrom A, Cermakova P. Educational attainment inequalities in depressive symptoms in more than 100,000 individuals in Europe. Eur Psychiatry 2020; 63:e97. [PMID: 33190666 PMCID: PMC7737177 DOI: 10.1192/j.eurpsy.2020.100] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Background Increasing educational attainment (EA) could decrease the occurrence of depression. We investigated the relationship between EA and depressive symptoms in older individuals across four European regions. Methods We studied 108,315 Europeans (54% women, median age 63 years old) from the Survey on Health, Ageing and Retirement in Europe assessing EA (seven educational levels based on International Standard Classification of Education [ISCED] classification) and depressive symptoms (≥4 points on EURO-D scale). Logistic regression estimated the association between EA and depressive symptoms, adjusting for sociodemographic and health-related factors, testing for sex/age/region and education interactions. Results Higher EA was associated with lower odds of depressive symptoms, independent of sociodemographic and health-related factors. A threshold of the lowest odds of depressive symptoms was detected at the first stage of tertiary education (OR 0.60; 95% confidence interval [CI] 0.55–0.65; p < 0.001; relative to no education). Central and Eastern Europe showed the strongest association (OR for high vs. low education 0.37; 95% CI 0.33–0.40; p < 0.001) and Scandinavia the weakest (OR for high vs. low education 0.69; 95% CI 0.60–0.80; p < 0.001). The association was strongest among younger individuals. There was a sex and education interaction only within Central and Eastern Europe. Conclusions Level of EA is reflected in later-life depressive symptoms, suggesting that supporting individuals in achieving EA, and considering those with lower EA at increased risk for depression, could lead to decreased burden of depression across the life course. Further educational support in Central and Eastern Europe may decrease the higher burden of depressive symptoms in women.
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Affiliation(s)
- Adam Chlapecka
- Third Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - Anna Kagstrom
- Third Faculty of Medicine, Charles University Prague, Prague, Czech Republic.,National Institute of Mental Health, Klecany, Czech Republic
| | - Pavla Cermakova
- Third Faculty of Medicine, Charles University Prague, Prague, Czech Republic.,National Institute of Mental Health, Klecany, Czech Republic.,Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
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Assari S, Cobb S, Saqib M, Bazargan M. Economic Strain Deteriorates While Education Fails to Protect Black Older Adults Against Depressive Symptoms, Pain, Self-rated Health, Chronic Disease, and Sick Days. ACTA ACUST UNITED AC 2020; 4:49-62. [PMID: 32724902 DOI: 10.29245/2578-2959/2020/2.1203] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Background A large body of empirical evidence on Minorities' Diminished Returns (MDRs) suggests that educational attainment shows smaller health effects for Blacks compared to Whites. At the same time, economic strain may operate as a risk factor for a wide range of undesired mental and physical health outcomes in Black communities. Aim The current study investigated the combined effects of education and economic strain on the following five health outcomes in Black older adults in underserved areas of South Los Angeles: depressive symptoms, number of chronic diseases, pain intensity, self-rated health, and sick days. Methods This cross-sectional study included 619 Black older adults residing in South Los Angeles. Data on demographic factors (age and gender), socioeconomic characteristics, economic strain, health insurance, living arrangement, marital status, health behaviors, depressive symptoms, pain intensity, number of chronic diseases, sick days, and self-rated health were collected. Five linear regressions were used to analyze the data. Results Although high education was associated with less economic strain, it was the economic strain, not educational attainment, which was universally associated with depressive symptoms, pain intensity, self-rated health, chronic diseases, and sick days, independent of covariates. Similar patterns emerged for all health outcomes suggesting that the risk associated with economic strain and lack of health gain due to educational attainment are both robust and independent of type of health outcome. Conclusion In economically constrained urban environments, economic strain is a more salient social determinant of health of Black older adults than educational attainment. While education loses some of its protective effects, economic strain deteriorates health of Black population across domains. There is a need for bold economic and social policies that increase access of Black communities to cash at times of emergency. There is also a need to improve the education quality in the Black communities.
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Affiliation(s)
- Shervin Assari
- Departments of Family Medicine, Charles R Drew University of Medicine and Science
| | - Sharon Cobb
- School of Nursing, Charles R Drew University of Medicine and Science, Los Angeles, CA, United States
| | - Mohammed Saqib
- University of Michigan School of Public Health, Ann Arbor, MI, United States
| | - Mohsen Bazargan
- Departments of Family Medicine, Charles R Drew University of Medicine and Science.,Departments of Family Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA, United States
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