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Reed RG, Hillmann AR, Presnell SR, Al-Attar A, Lutz CT, Segerstrom SC. Lifespan Socioeconomic Context Is Associated With Cytomegalovirus and Late-Differentiated CD8 + T and Natural Killer Cells: Initial Results in Older Adults. Psychosom Med 2024; 86:443-452. [PMID: 37982534 PMCID: PMC11096264 DOI: 10.1097/psy.0000000000001267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
OBJECTIVE Lower socioeconomic status (SES) can accelerate immune aging; however, it is unknown whether and how lifespan socioeconomic context (SEC)-the relative wealth and quality of the communities an individual lives in across their lifespan-impacts immune aging. We examined the effects of childhood and adulthood SEC on late-differentiated immune cells and investigated the mediating and moderating role of cytomegalovirus (CMV), a key driver of immune aging. METHODS Adults 60 years and older ( N = 109) reported their addresses from birth to age 60 years, which were coded for county-level employment, education, and income to construct a latent SEC variable, averaged across ages 0 to 18 years (childhood SEC) and 19 to 60 years (adulthood SEC). Blood was drawn semiannually for 5 years for CMV serostatus and flow cytometry estimates of late-differentiated CD8 + T and natural killer cells. Models were adjusted for chronological age, time, sex, and individual SES (current income and education). RESULTS Lower childhood SEC was associated with higher percentages of late-differentiated CD8 + T and natural killer cells via CMV seropositivity (indirect effects, p values = .015-.028). In addition, an interaction between CMV serostatus and SEC on CD8 + T-cell aging ( p = .049) demonstrated that adulthood SEC was negatively associated with immune aging among CMV- but not CMV+ adults. CONCLUSIONS Beyond current SES, SEC related to immune aging in distinct patterns by lifespan phase. Lower childhood SEC importantly may influence who acquires CMV, which in turn predicts higher levels of immune aging, whereas higher adulthood SEC was protective against immune aging among CMV- older adults. These initial results need to be explored in larger samples.
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Affiliation(s)
| | | | - Steven R. Presnell
- Departments of Chemistry and of Pathology and Laboratory Medicine, University of Kentucky
| | - Ahmad Al-Attar
- Department of Hematopathology, University of Massachusetts Medical Center
| | - Charles T. Lutz
- Departments of Microbiology, Immunology, and Molecular Genetics and of Pathology and Laboratory Medicine, University of Kentucky
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Liang Y. Life course socioeconomic status, chronic pain, and the mediating role of allostatic load: findings from the midlife in the United States. Front Public Health 2024; 12:1365105. [PMID: 38562255 PMCID: PMC10982432 DOI: 10.3389/fpubh.2024.1365105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction Low socioeconomic status (SES) has been linked to chronic pain (CP); however, the mechanisms by which SES over the life course influences downstream CP outcomes remain unclear. Methods This study utilizes data from the Midlife in the United States (MIDUS) survey, a prospective sample of community-dwelling individuals (N=781), to investigate the chain of risk additive model of SES in relation to CP. Additionally, the study examines the mediating role of allostatic load (AL) in the relationship between life course SES and CP. Confirmatory factor analysis was employed to capture the multidimensionality of life course SES and path analysis was used to examine the direct and indirect effects on CP. AL was computed by quartile-based summation and by latent class analysis. Results Results indicated lower SES in MIDUS 2 was associated with greater high-interference CP odds in MIDUS 3 (OR=1.069, 95% CI=1.006-1.136, P < 0.05) and no association was found between distal SES and levels of CP interference. Similarly, no significant relationship was observed between SES and the number of CP locations. Additionally, no additive effects of SES were found, and AL did not present mediation effects on the association between life course SES and CP. Discussion The present study emphasizes the importance of directly proximal effects of SES on CP, underscoring the need for equitable distribution of health resources and the implementation of policies focused on diminishing socioeconomic inequalities. Further research is needed to examine alternative pathways by which proximal SES impact CP.
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Affiliation(s)
- Yunlong Liang
- Institute for Social and Economic Research, University of Essex, Colchester, United Kingdom
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3
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Liang Y. The mediating effect of allostatic load on the association between life course socioeconomic disadvantage and chronic pain: a prospective finding from the National Survey of Midlife Development in the United States. FRONTIERS IN PAIN RESEARCH 2023; 4:1213750. [PMID: 37521943 PMCID: PMC10374263 DOI: 10.3389/fpain.2023.1213750] [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: 04/28/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023] Open
Abstract
Background Socioeconomic disadvantages (SEDs) are associated with chronic pain (CP) and allostatic load (AL). Few prospective population-based studies have examined the relationship between life course SED, CP interference, and CP widespreadness, and there is no prospective population-based study on whether AL mediates the association between SED and CP. Objective In this study, we investigated whether the prospective effect of SED on CP at Midlife in the United States (MIDUS) 3 is consistent with the accumulation of risk model and social mobility model, using the National Survey of MIDUS (n = 593). To prepare for the mediation analysis, we tested (1) whether SED would be prospectively associated with AL in the MIDUS 2 biomarker project, (2) whether AL would be prospectively associated with CP, and (3) whether childhood, as a critical period, moderated the association between AL and CP. In addition, the mediating effect of AL on the association between SED and CP was examined. Method SED was measured using cumulative scores and disadvantage trajectories derived from latent class trajectory modeling (LCTM). After multiple imputations, analyses were conducted using multinomial logistic regression for CP and negative binomial regression for AL, respectively. Finally, mediation analyses and moderated mediation analyses were performed. Results LCTM identified three SED trajectories, namely, constant low, high to low, and medium to high. The results showed that proximal cumulative SED was associated with high-interference CP. Furthermore, compared with the group with constant low SED, the group with medium-to-high SED was significantly associated with high-interference pain and experienced pain in at least three different sites. Cumulative SED and deteriorating SED trajectories were associated with higher AL, consistent with previous studies. Furthermore, childhood SED moderated the effect of AL on CP widespreadness and unexpectedly demonstrated a protective effect, while other associations between AL and CP were not significant. Subsequent mediation analysis did not yield statistically significant evidence. Conclusions People who experienced more recent SED or increasing disadvantage throughout their lives were more likely to suffer from CP, and this association was not mediated by physiological system dysregulation caused by chronic stress. Therefore, measures to alleviate AL may not be effective in protecting socioeconomically disadvantaged populations from CP.
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Warren JR, Lee M, Osypuk TL. The Validity and Reliability of Retrospective Measures of Childhood Socioeconomic Status in the Health and Retirement Study: Evidence From the 1940 U.S. Census. J Gerontol B Psychol Sci Soc Sci 2022; 77:1661-1673. [PMID: 35263760 PMCID: PMC9434433 DOI: 10.1093/geronb/gbac045] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Retrospective measures of childhood socioeconomic status (SES) in cohort studies of aging that first observe people late in life-such as the Health and Retirement Study (HRS)-are widely used. However, their measurement validity and reliability are unknown. We assess the reliability and validity of the HRS's retrospective measures of parental education and childhood family finances. METHODS We use records for 6,343 HRS sample members who were children in 1940 that have been linked to records from the complete-count 1940 U.S. Census. We assess interrater reliability by comparing (a) retrospective reports of childhood SES collected from sample members in the 1992-2018 HRS to (b) prospective measures of parallel concepts collected from HRS sample members' parents in the 1940 Census. We assess predictive validity by comparing the results of analyses that model later-life outcomes as a function of childhood SES as measured both prospectively and retrospectively. RESULTS Interrater reliabilities of retrospective measures of parental education are high; however, the same is not true of the retrospective measure of childhood family finances. Both retrospective and prospective measures of childhood SES are predictive of later-life outcomes, and with similar strengths and directions of associations for most outcomes. DISCUSSION Researchers who rely on retrospective indicators of childhood SES from the HRS should be aware of their measurement properties. They are measured with error, and that error modestly attenuates estimates of their associations with later-life outcomes. However, prospective and retrospective measures of childhood SES have similar predictive validity. These findings should reassure researchers who rely on retrospective measures of childhood SES in the HRS and similarly designed surveys.
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Affiliation(s)
- John Robert Warren
- Department of Sociology, Minnesota Population Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark Lee
- Department of Sociology, Minnesota Population Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Theresa L Osypuk
- Division of Epidemiology and Community Health, School of Public Health, Minnesota Population Center, University of Minnesota, Minneapolis, Minnesota, USA
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5
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Salmela J, Kouvonen A, Mauramo E, Rahkonen O, Roos E, Lallukka T. Associations of childhood and adult socioeconomic circumstances with recommended food habits among young and midlife Finnish employees. BMC Nutr 2022; 8:65. [PMID: 35836295 PMCID: PMC9281257 DOI: 10.1186/s40795-022-00557-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 07/06/2022] [Indexed: 11/22/2022] Open
Abstract
Background Disadvantaged socioeconomic circumstances are associated with certain unhealthy food habits such as inadequate consumption of fruit and vegetables. This study examined whether multiple socioeconomic measures are consistently associated with a variety of food habits. Methods We examined associations of 2 childhood and 6 adult socioeconomic measures with 8 recommended food habits among 19–39-year-old employees of the City of Helsinki, Finland. The data were collected in 2017 via online and mailed surveys. Our sample consisted of 4621 employees (80% women). The analyses included adjusted binary logistic regression models. Results More advantaged socioeconomic circumstances were positively associated with the recommended consumption of vegetables, fruit or berries, dark bread, skimmed milk products, fish, and cooking oil, but not consistently with red or processed meat and fat spread. All socioeconomic measures were positively associated with having several (6–8) recommended food habits after gender and age adjustments. The strongest associations were found for participant’s education, occupational class, and current financial difficulties. These associations remained after adjustments of childhood and adult socioeconomic measures, although especially participant’s education attenuated the associations for occupational class. Conclusions The consistent associations between multiple childhood and adult socioeconomic measures and food habits found among employees highlight the need for improving food habits among people with disadvantaged socioeconomic circumstances in particular. Financial barriers together with social aspects of adhering to healthy diets should be considered in future dietary interventions and policy actions. Supplementary Information The online version contains supplementary material available at 10.1186/s40795-022-00557-0.
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Affiliation(s)
- Jatta Salmela
- Department of Public Health, University of Helsinki, PO Box 20 (Tukholmankatu 8 B), 00014, Helsinki, Finland.
| | - Anne Kouvonen
- Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.,Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Elina Mauramo
- Department of Public Health, University of Helsinki, PO Box 20 (Tukholmankatu 8 B), 00014, Helsinki, Finland
| | - Ossi Rahkonen
- Department of Public Health, University of Helsinki, PO Box 20 (Tukholmankatu 8 B), 00014, Helsinki, Finland
| | - Eva Roos
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden.,Folkhälsan Research Center, Helsinki, Finland
| | - Tea Lallukka
- Department of Public Health, University of Helsinki, PO Box 20 (Tukholmankatu 8 B), 00014, Helsinki, Finland
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Ashida T, Fujiwara T, Kondo K. Childhood socioeconomic status and social integration in later life: Results of the Japan gerontological evaluation study. SSM Popul Health 2022; 18:101090. [PMID: 35572783 PMCID: PMC9092519 DOI: 10.1016/j.ssmph.2022.101090] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 11/05/2022] Open
Abstract
Older people's social integration is important for their health and well-being. However, few studies have investigated the determinants of older adults' social integration through childhood socioeconomic status (SES). This study investigated the association between childhood SES and each aspect of social integration among Japanese older people. We used data from the Japan Gerontological Evaluation Study 2010, a self-reported survey of 23,320 functionally independent people aged 65 or older across Japan (response rate: 66.3%). Childhood SES was assessed based on respondents' subjective assessment of their SES at the age of 15. Social integration was identified as participation in community groups, social networks, being homebound, and being married. We used Poisson regression analysis with robust variance to investigate the association between childhood SES and each social integration measurement, adjusted for potential mediators; namely, adult sociodemographic characteristics, health status, health behavior (smoking), living status, and personality. Lower childhood SES had long-lasting impact on the social integration of this older Japanese cohort. In the fully adjusted model, older people with lower childhood SES were less likely to participate in community groups (Non-membership sports group or club, adjusted prevalence ratio [APR]: 1.03, 95% confidence interval [CI]: 1.00–1.06; (Non-membership hobby group, APR: 1.04; 95% CI: 1.00–1.09), almost never met friends (APR: 1.17, 95% CI: 1.11–1.24), had a smaller social network (APR: 1.13; 95% CI: 1.08–1.19), and were more likely to be homebound (APR: 1.24; 95% CI: 1.05–1.45) than those with high childhood SES. Lower childhood SES negatively affected social integration in older age. Mitigating childhood poverty might be important to increase social integration in later life, thereby improving health outcomes. Low childhood socioeconomic status impacts social integration in old age. Social networks were the most prevalent indicator of social integration. Mitigating childhood poverty could improve health outcomes in later life.
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Upenieks L, Schieman S, Meiorin R. A protective rung on the ladder? How past and current social status shaped changes in health during COVID-19. SSM Popul Health 2022; 17:101060. [PMID: 35252531 PMCID: PMC8887974 DOI: 10.1016/j.ssmph.2022.101060] [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: 11/10/2021] [Revised: 02/27/2022] [Accepted: 02/27/2022] [Indexed: 11/21/2022] Open
Abstract
An emerging body of work has started to document population health consequences of the social and economic transformations during the COVID-19 pandemic. We consider an individual's relative social position in the stratification system-subjective social status (SSS)-and assess how past (childhood) and current SSS predict change in self-rated health during the pandemic. Using two waves of data from the Canadian Quality of Work and Economic Life Study, we follow respondents between the onset of lockdown measures in March and May of 2020 (N = 1886). Drawing from the life course perspective and stress process model, we find that lower current SSS predicts a greater likelihood of being in stable poor health and reporting declining health. Lower past SSS predicts a higher chance of being in stable poor health indirectly through current SSS. And lower cumulative SSS that sums both past and present SSS also predicts stable poor health, while perceived upward mobility over time is associated with stable good health. This robust relationship between SSS and health in such a short time period of two months at the start of the COVID-19 pandemic provides an important glimpse into the influence that SSS has on population health.
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Early life adversity and age acceleration at mid-life and older ages indexed using the next-generation GrimAge and Pace of Aging epigenetic clocks. Psychoneuroendocrinology 2022; 137:105643. [PMID: 34999481 DOI: 10.1016/j.psyneuen.2021.105643] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 10/29/2021] [Accepted: 12/21/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE This retrospective cross-sectional study was designed to explore whether the experience of childhood adversity was associated with epigenetic age acceleration in mid-life and older ages using the next generation GrimAge and Pace of Aging DNA methylation clocks. METHOD The study involved a sub-sample of 490 individuals aged 50-87 years of age participating in the Irish Longitudinal Study on Aging (TILDA); a large nationally representative prospective cohort study of aging in Ireland. Childhood adversity was ascertained via self-report using 5-items that were deemed to indicate potentially nefarious childhood exposures, including growing up poor, death of a parent, parental substance abuse in the family, childhood physical abuse, and childhood sexual abuse. RESULTS Only childhood poverty was associated with significant epigenetic age acceleration according to the GrimAge and Pace of Aging clocks, hastening biological aging by 2.04 years [CI= 1.07, 3.00; p < 0.001] and 1.16 years [CI= 0.11, 2.21; p = 0.030] respectively. Analysis of the dose-response pattern revealed each additional adversity was associated with 0.69 years of age acceleration [CI= 0.23, 1.15; p = 0.004] according to the GrimAge clock. Mediation analysis suggested that lifetime smoking explains a substantial portion (>50%) of the excess risk of age acceleration amongst those who experienced childhood poverty. CONCLUSIONS This study adds to the growing body of evidence which implicates early life adversity, particularly deprivation as a potential precipitant of earlier biological aging, and implicates smoking-related changes to DNA methylation processes as a candidate pathway and mechanism through which the social environment gets transduced at a biological level to hasten the aging process.
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Surachman A, Santos AR, Daw JK, Alexander L, Almeida DM, Coe CL. Life course pathways from parental education to age-related decrements in kidney function among Black and white American adults. Psychoneuroendocrinology 2021; 131:105291. [PMID: 34091404 PMCID: PMC8405562 DOI: 10.1016/j.psyneuen.2021.105291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 05/19/2021] [Accepted: 05/24/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Using cross-sectional data on Black and white adults, this analysis examined whether age-related decrements in kidney function across adulthood were associated with parental education, and whether the association was differentially influenced by race. Further, this study assessed racial differences in life course pathways from parental education to age-related decrements in kidney function, through current SES and health-related risk factors. METHOD Data from the main survey and the Biomarker Project of the Midlife in the United States (MIDUS) Wave 2 and Refresher samples were combined, resulting in 1861 adults (54.5% female; age 25-84, Mage = 53.37) who self-identified as non-Hispanic Black (n = 326) and non-Hispanic white (n = 1535). Estimated glomerular filtration rate (eGFR) was based on serum creatinine, calculated using the CKD-EPI formula. Adults SES was based on education, income, and financial strains. Health-related risk factors included obesity, elevated blood pressure (BP), and insulin resistance. Hypotheses were tested by utilizing multiple linear regression and regression-based moderated mediation analysis. RESULTS Lower parental education was associated with steeper age-related decrements in eGFR (B = 0.38, SE = 0.15, p = .013, 95%CI = 0.08, 0.68), due to higher eGFR among younger participants and lower eGFR among older participants. In addition, age-related decrements in kidney function were steeper among Black relative to white adults (B = 0.41, SE = 0.13, p < .01, 95%CI = 0.16, 0.66), driven by higher proportion of younger Black adults that met criterion for renal hyperfiltration. Furthermore, parental education and race were associated with age-related decrements in kidney function in an additive rather than interactive way. There were some racial differences in the life course pathways from parental education to age-related differences in eGFR, glucoregulation, and hypertension. Among Black adults, lower parental education was associated with elevated eGFR among younger participants through insulin resistance. Among white adults, lower parental education was linked to higher eGFR among younger adults and lower eGFR among older adults, and the association was mediated by current SES, elevated BP, and insulin resistance. DISCUSSION Early life SES can have a long-lasting influence on the preclinical renal senescence that is associated with the normal biology of aging for both Black and white adults.
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Affiliation(s)
- Agus Surachman
- Department of Human Development and Family Studies, The Pennsylvania State University, USA; Center for Healthy Aging, The Pennsylvania State University, USA.
| | - Alexis R Santos
- Department of Human Development and Family Studies, The Pennsylvania State University, USA; Center for Healthy Aging, The Pennsylvania State University, USA
| | - Jonathan K Daw
- Department of Sociology and Criminology, The Pennsylvania State University, USA
| | - Lacy Alexander
- Center for Healthy Aging, The Pennsylvania State University, USA; Department of Kinesiology, The Pennsylvania State University, USA
| | - David M Almeida
- Department of Human Development and Family Studies, The Pennsylvania State University, USA; Center for Healthy Aging, The Pennsylvania State University, USA
| | - Christopher L Coe
- Department of Psychology, University of Wisconsin-Madison, USA; Harlow Center for Biological Psychology, University of Wisconsin-Madison, USA
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10
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Surachman A, Jenkins AIC, Santos AR, Almeida DM. Socioeconomic status trajectories across the life course, daily discrimination, and inflammation among Black and white adults. Psychoneuroendocrinology 2021; 127:105193. [PMID: 33740588 PMCID: PMC8068639 DOI: 10.1016/j.psyneuen.2021.105193] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 01/27/2021] [Accepted: 03/03/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE This study replicates and expands Surachman et al.'s (2020) findings documenting socioeconomic status (SES) trajectories across the life course in an independent sample of Black (majority recruited from Milwaukee, WI) and white adults in the United States. We extend this work by examining whether SES trajectories and daily discrimination are independently associated with markers of inflammation. METHOD Data were from 215 Black adults (188 recruited from Milwaukee, WI; 27 recruited from across the continental US) and 985 white adults (7 recruited from Milwaukee, WI; 978 recruited from across the continental US) who completed the baseline interview and biomarker assessment during the second wave of the Midlife in the United States (MIDUS) Study (ages = 34-84). SES life course trajectories were examined using latent class analysis based on objective (e.g., income and education) and subjective (e.g., social status and financial strain) indicators of SES. The association between life course SES trajectories and daily discrimination with markers of inflammation (IL-6, CRP, fibrinogen) were examined using multiple linear regression analyses, controlling for demographic, psychological, behavioral, and health-related covariates. RESULTS Black and white participants showed different patterns of life course SES trajectories. Among Black participants, the trajectories were Objectively Stable Low (45.16%), Downwardly Mobile (18.05%), and Upwardly Mobile (36.79%). Compared to the Upwardly Mobile, the Objectively Stable Low class showed elevated IL-6 after controlling for all covariates. Further, daily discrimination, but not SES trajectories, was significantly associated with CRP and fibrinogen after controlling for demographic, psychological, and behavioral covariates. White participants' experiences of life course SES trajectories were characterized as Objectively Stable Low (7.02%), Subjectively Downward (12.48%), Upwardly Mobile (39.99%), and Stable High (40.51%). Among white participants, SES trajectories, but not daily discrimination, were associated with all markers of inflammation (controlling for age and sex). DISCUSSION Consistent with the fundamental cause theory, multiple independent pathways link SES trajectories across the life course and daily discrimination to racial disparities in IL-6, CRP, and fibrinogen.
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Affiliation(s)
- Agus Surachman
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA; Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA.
| | - August I. C. Jenkins
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Alexis R. Santos
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA,Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA
| | - David M. Almeida
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA,Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA
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11
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Upenieks L, Schafer MH, Mogosanu A. Does Childhood Religiosity Delay Death? JOURNAL OF RELIGION AND HEALTH 2021; 60:420-443. [PMID: 31654176 DOI: 10.1007/s10943-019-00936-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
This study explores the potential long-term health effects of religiosity in the childhood home. Analyses use retrospective childhood data from the MIDUS survey linked to National Death Index records from 1995 to 2014. Findings from Cox proportional hazard models suggest that children brought up in highly religious households have a higher risk of mortality than those socialized in more moderately religious households, this despite such individuals having better overall health profiles. The surprising link between high childhood religiosity and mortality was confined to those who downgraded their religiosity. Those who intensified from moderate to high religiosity, in fact, seemed to be most protected. We call for future research to more clearly specify the intervening mechanisms linking childhood religion with adult health and mortality over the life course.
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Affiliation(s)
- Laura Upenieks
- Department of Sociology, University of Texas at San Antonio, One UTSA Circle, San Antonio, TX, 78249, USA.
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12
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Surachman A, Daw J, Bray BC, Alexander LM, Coe CL, Almeida DM. Childhood socioeconomic status, comorbidity of chronic kidney disease risk factors, and kidney function among adults in the midlife in the United States (MIDUS) study. BMC Nephrol 2020; 21:188. [PMID: 32429854 PMCID: PMC7236129 DOI: 10.1186/s12882-020-01846-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 05/08/2020] [Indexed: 12/24/2022] Open
Abstract
Background There is a lack of empirical effort that systematically investigates the clustering of comorbidity among known risk factors (obesity, hypertension, diabetes, hypercholesterolemia, and elevated inflammation) of chronic kidney disease (CKD) and how different types of comorbidity may link differently to kidney function among healthy adult samples. This study modeled the clustering of comorbidity among risk factors, examined the association between the clustering of risk factors and kidney function, and tested whether the clustering of risk factors was associated with childhood SES. Methods The data were from 2118 participants (ages 25–84) in the Midlife in the United States (MIDUS) Study. Risk factors included obesity, elevated blood pressure (BP), high total cholesterol levels, poor glucose control, and increased inflammatory activity. Glomerular filtration rate (eGFR) was estimated from serum creatinine, calculated with the CKD-EPI formula. The clustering of comorbidity among risk factors and its association with kidney function and childhood SES were examined using latent class analysis (LCA). Results A five-class model was optimal: (1) Low Risk (class size = 36.40%; low probability of all risk factors), (2) Obese (16.42%; high probability of large BMI and abdominally obese), (3) Obese and Elevated BP (13.37%; high probability of being obese and having elevated BP), (4) Non-Obese but Elevated BP (14.95%; high probability of having elevated BP, hypercholesterolemia, and elevated inflammation), and (5) High Risk (18.86%; high probability for all risk factors). Obesity was associated with kidney hyperfiltration, while comorbidity between obesity and hypertension was linked to compromised kidney filtration. As expected, the High Risk class showed the highest probability of having eGFR < 60 ml/min/1.73 m2 (P = .12; 95%CI = .09–.17). Finally, higher childhood SES was associated with reduced probability of being in the High Risk rather than Low Risk class (β = − 0.20, SE = 0.07, OR [95%CI] = 0.82 [0.71–0.95]). Conclusion These results highlight the importance of considering the impact of childhood SES on risk factors known to be associated with CKD.
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Affiliation(s)
- Agus Surachman
- Department of Human Development and Family Studies/ Center for Healthy Aging, The Pennsylvania State University, 405 Biobehavioral Health (BBH) Building, University Park, PA, 16802, USA. .,Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA.
| | - Jonathan Daw
- Department of Sociology, The Pennsylvania State University, University Park, PA, USA
| | - Bethany C Bray
- The Methodology Center, The Pennsylvania State University, University Park, PA, USA.,Center for Dissemination and Implementation Science, UIC, Chicago, IL, USA
| | - Lacy M Alexander
- Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA.,Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - Christopher L Coe
- Department of Psychology, University of Wisconsin - Madison, Madison, WI, USA.,Harlow Center for Biological Psychology, University of Wisconsin - Madison, Madison, WI, USA
| | - David M Almeida
- Department of Human Development and Family Studies/ Center for Healthy Aging, The Pennsylvania State University, 405 Biobehavioral Health (BBH) Building, University Park, PA, 16802, USA.,Center for Healthy Aging, The Pennsylvania State University, University Park, PA, USA
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Association between childhood socioeconomic position and sports group participation among Japanese older adults: A cross-sectional study from the JAGES 2010 survey. Prev Med Rep 2020; 18:101065. [PMID: 32123650 PMCID: PMC7038007 DOI: 10.1016/j.pmedr.2020.101065] [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: 04/15/2019] [Revised: 01/28/2020] [Accepted: 02/08/2020] [Indexed: 11/24/2022] Open
Abstract
Low childhood socioeconomic position was linked to lower sports participation in Japanese older adults. This association was attenuated by education. Education had a stronger association than adult socioeconomic position. Reducing child poverty and enriching education may increase sports group participation.
Sports group participation may have greater effects on health outcomes than exercising alone. Unhealthy lifestyles were reported to be specifically associated with lower socioeconomic positions (SEPs), and child poverty and the bipolarization of sports participation are currently major policy concerns in children. However, it remains unclear whether childhood SEP has any long-latency effect on sports group participation among older Japanese. Data were obtained from the Japan Gerontological Evaluation Study 2010 project, which used self-report questionnaires to survey individuals aged ≥65 years without disability from 27 municipalities (n = 23,320). According to their answers, respondents were assigned to one of three SEP groups: high, middle, or low. Poisson regression with robust variance and multiple imputations was used to examine the association between childhood SEP and sports group participation. After adjusting for health-related factors, low childhood SEP was negatively associated with sports group participation in men (prevalence ratio [PR] = 0.82, 95% confidence interval [CI] = 0.74–0.91) and women (PR = 0.88, 95% CI = 0.80–0.97). The PR was greatly attenuated after adjusting for educational attainment in both men (PR = 0.92, 95% CI = 0.83–1.02) and women (PR = 0.98, 95% CI = 0.89–1.08), and the significant association disappeared. Low childhood SEP is thus associated with lower sports group participation among older Japanese, though this may be attenuated by education. These findings suggest that it may be necessary to consider childhood SEP and the importance of education to increase sports group participation at an older age.
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Association between childhood socioeconomic status and subjective memory complaints among older adults: results from the Japan Gerontological Evaluation Study 2010. Int Psychogeriatr 2019; 31:1699-1707. [PMID: 31317850 DOI: 10.1017/s1041610219000814] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Subjective memory complaints (SMC) have been suggested as an early marker of mild cognitive impairment and dementia. However, there is a paucity of evidence on the effects of early life conditions on the development of SMC in old age. This study is aimed at investigating the association between childhood socioeconomic status (SES) and SMC in community-dwelling older adults. METHODS We used the data of the Japan Gerontological Evaluation Study, a population-based cohort study of people aged 65 years or older enrolled from 28 municipalities across Japan. Childhood SES and SMC in everyday life were assessed from the self-report questionnaire administered in 2010 (n = 16,184). Poisson regression was performed to determine their association, adjusted for potential confounders and life-course mediators and examined cohort effects. RESULTS We identified SMC in 47.4% of the participants. After adjusting for sex, age, and number of siblings, low and middle childhood SES were associated with 29% (prevalence ratio [PR]: 1.29, 95% confidence interval [CI]: 1.22, 1.36) and 10% higher prevalence of SMC (PR: 1.10, 95%CI: 1.04, 1.17), respectively, compared with high childhood SES (p for trend <.001). The interaction terms between childhood SES and age groups were not statistically significant. CONCLUSION Childhood SES is significantly associated with SMC among community-dwelling older adults. Efforts to minimize childhood poverty may diminish or delay the onset of SMC and dementia in later life.
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Nagamine Y, Fujiwara T, Tani Y, Murayama H, Tabuchi T, Kondo K, Kawachi I. Gender Difference in the Association Between Subjective Socioeconomic Mobility Across Life Course and Mortality at Older Ages: Results From the JAGES Longitudinal Study. J Epidemiol 2019; 30:497-502. [PMID: 31611524 PMCID: PMC7557171 DOI: 10.2188/jea.je20190083] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background Socioeconomic mobility affects health throughout the life course. However, it is not known whether there are gender differences in the association between life-course subjective socioeconomic status (SSS) mobility and mortality at older ages. Methods Participants were 16,690 community-dwelling adults aged 65–100 years in the Japan Gerontological Evaluation Study (JAGES). Baseline information including demographic characteristics, depression, and lifestyle factors were collected in 2010. Participants’ vital status was confirmed in 2013 via linkage to death records. We categorized life-course socioeconomic mobility into the following categories: ‘persistently high’, ‘downward mobility’, ‘upward mobility’, and ‘persistently low’. Cox proportional hazard modeling was used to estimate hazard ratios (HR) for all-cause mortality. Results Mortality HRs for the ‘downward’ group were 1.37 (95% confidence interval [CI], 1.08–1.74) among men and 1.27 (95% CI, 0.94–1.71) among women in comparison with the ‘persistently high’ group. Compared to the ‘persistently low’ group, the HRs for the ‘upward’ group were 0.54 (95% CI, 0.35–0.83) among women and 0.91 (95% CI, 0.73–1.24) among men. Associations were not changed after adjusting for objective socioeconomic status but were attenuated by depression. Conclusions ‘Downward’ mobility was associated with mortality among men, but not among women. Depression appeared to mediate the association. A protective effect of upward mobility was observed among women but not among men.
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Affiliation(s)
- Yuiko Nagamine
- Center for Preventive Medical Science, Chiba University.,Department of Global Health Promotion, Tokyo Medical and Dental University.,Department of Family Medicine, Tokyo Medical and Dental University
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University
| | - Yukako Tani
- Department of Global Health Promotion, Tokyo Medical and Dental University
| | | | | | - Katsunori Kondo
- Center for Preventive Medical Science, Chiba University.,Department of Gerontological Evaluation, Center for Gerontology and Social Science.,Center for Well-being and Society, Nihon Fukushi University
| | - Ichiro Kawachi
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health
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Scott AB, Reed RG, Garcia-Willingham NE, Lawrence KA, Segerstrom SC. Lifespan Socioeconomic Context: Associations With Cognitive Functioning in Later Life. J Gerontol B Psychol Sci Soc Sci 2019; 74:113-125. [PMID: 29878250 PMCID: PMC6294237 DOI: 10.1093/geronb/gby071] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Indexed: 12/25/2022] Open
Abstract
Objectives Early socioeconomic status (SES) correlates with later-life cognition. However, the effect of socioeconomic context (SEC), which reflects influences from broader ecological contexts, has not been examined. The present study developed a measure of SEC using lifetime residential addresses and examined SEC and residential mobility effects on later-life cognition. Method Older adults (N = 117, Mage = 75) reported addresses since birth. Latent SEC was constructed from census income, employment, and education (1920-2010) for each county and census year, extrapolated between census years. Controlling for current SES, SEC in childhood (ages 0-18) and adulthood (ages 19-60), with finer granulations in young adulthood (ages 19-39) and midlife (ages 40-60), predicted later-life cognition. Effects of residential mobility on later-life cognition were also examined. Results Higher childhood and adulthood SEC were associated with better Auditory Verbal Learning Test recognition (β = .24, p = .012) and immediate recall (β = .26, p = .008). Higher midlife SEC was associated with faster task switching (β = .26, p = .025) and better task switching efficiency (β = .27, p = .022). Higher residential mobility in childhood was associated with higher crystallized intelligence (β = .194, p = .040). Discussion Independent of current SES, childhood and adulthood SEC predicted later-life cognition, which may be sensitive to effects of social institutions and environmental health. SEC assessed across the lifespan, and related residential mobility information may be important complements to SES in predicting later-life cognitive health.
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Affiliation(s)
- April B Scott
- Department of Psychology, College of Arts & Sciences, University of Kentucky, Lexington
| | - Rebecca G Reed
- Department of Psychology, College of Arts & Sciences, University of Kentucky, Lexington
| | | | | | - Suzanne C Segerstrom
- Department of Psychology, College of Arts & Sciences, University of Kentucky, Lexington
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17
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Sheikh MA. Retrospectively reported childhood adversity is associated with asthma and chronic bronchitis, independent of mental health. J Psychosom Res 2018; 114:50-57. [PMID: 30314579 DOI: 10.1016/j.jpsychores.2018.09.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 09/09/2018] [Accepted: 09/09/2018] [Indexed: 02/08/2023]
Abstract
Several researchers have raised the concern that the cross-sectional association of retrospectively reported childhood adversity with self-reported onset of asthma and chronic bronchitis in adulthood may be confounded, as well as mediated by an individual's mental health. The aim of this study was to assess the effect of retrospectively reported childhood adversity on self-reported onset of asthma and chronic bronchitis in adulthood, independent of potential confounding and mediating variables (including respondent's mental health). We used data collected in 2007-2008 within the framework of the Tromsø Study (N = 12,981), a representative study of adult men and women in Norway. The associations of childhood adversity with asthma and chronic bronchitis were assessed with Poisson regression models. Relative risks (RR) and 95% confidence intervals (CI) were estimated with bias-corrected bootstrapping. Childhood adversity was associated with a 9% increased risk of asthma (RR = 1.09, 95% CI: 1.02, 1.16) and a 14% increased risk chronic bronchitis (RR = 1.14, 95% CI: 1.03, 1.26) in adulthood, independent of age, sex, parental history of psychiatric problems/asthma/dementia, education, smoking, social support, and respondent's mental health. Controlling for indicators of respondent's mental health reduced the strength of associations of childhood adversity with asthma and chronic bronchitis; however, the associations were still present in the same direction (p < .05). These findings suggest that the association of retrospectively reported childhood adversity with asthma and chronic bronchitis is independent of respondent's mental health. We recommend controlling for indicators of the respondent's mental health to assess an unbiased association of retrospectively measured childhood adversity with self-reported asthma and chronic bronchitis.
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Sheikh MA. Coloring of the past via respondent's current psychological state, mediation, and the association between childhood disadvantage and morbidity in adulthood. J Psychiatr Res 2018; 103:173-181. [PMID: 29883925 DOI: 10.1016/j.jpsychires.2018.05.027] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 04/18/2018] [Accepted: 05/29/2018] [Indexed: 01/22/2023]
Abstract
OBJECTIVE Many researchers view retrospective reports with skepticism. Indeed, the observed association between retrospectively-reported childhood disadvantage (CD) and morbidity in adulthood has been criticized as an artefactual correlation driven by the psychological state of the respondent at the time of reporting (current psychological state). The aim of this study was to assess the role of current psychological state in the association between childhood disadvantage and morbidity in adulthood. METHODS The present analysis used cross-sectional data collected in 2007-2008 within the framework of the Tromsø Study (N = 10,765), a representative study of adult men and women in Norway. The association between CD and the physical health outcomes heart attack, angina pectoris, chronic bronchitis/emphysema/COPD, diabetes mellitus, hypothyroid/low metabolism, migraine, hypertension, and comorbidity (i.e., the sum of these physical health outcomes) was assessed with Poisson regression models. Relative risks (RR) and 95% confidence intervals (CI) were estimated. A wide range of indicators of respondents' current psychological state were included in the models to assess the % attenuation in estimates. RESULTS CD was associated with an increased risk of heart attack, angina pectoris, chronic bronchitis/emphysema/COPD, diabetes mellitus, hypothyroid/low metabolism, migraine, hypertension, and comorbidity (p < 0.05), independent of respondents' current psychological state. A sizeable proportion (23-42%) of the association between CD and physical health outcomes was driven by recall bias or mediation via respondents' current psychological state. Controlling for indicators of current psychological state reduced the strength of associations between CD and physical health outcomes; however, the independent associations remained in the same direction. CONCLUSION The association between retrospectively-reported CD and physical health outcomes in adulthood is not driven entirely by respondent's current psychological state.
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Sheikh MA. The potential protective effect of friendship on the association between childhood adversity and psychological distress in adulthood: A retrospective, preliminary, three-wave population-based study. J Affect Disord 2018; 226:21-27. [PMID: 28942202 DOI: 10.1016/j.jad.2017.09.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 09/11/2017] [Accepted: 09/13/2017] [Indexed: 01/13/2023]
Abstract
BACKGROUND Previous studies that assessed the mediating role of social support in the association between childhood adversity and psychological distress based their inferences on very small, selective samples, which makes it impossible to generalise the findings to general population. The aim of this paper was to assess the mediating role of quantity and quality of social support in adulthood in the association between childhood adversity and psychological distress in adulthood. METHODS The study has a three-wave design; the present analysis used longitudinal data collected from 1994 to 2008 within the framework of the Tromsø Study (N = 4530), a representative prospective cohort study of men and women. Quantity and quality of social support were measured at a mean age of 54.7 years, and psychological distress in adulthood was measured at a mean age of 61.7 years. Mediation analysis was used to assess the indirect effect of childhood adversity (via quantity and quality of social support) on psychological distress in adulthood. RESULTS Childhood adversity was associated with deficits in quantity and quality of social support in adulthood (p < 0.05). Childhood adversity and deficits in quantity and quality of social support were associated with psychological distress in adulthood (p < 0.05). Quantity and quality of social support significantly (p < 0.05) mediated the association between childhood adversity and psychological distress in adulthood. LIMITATIONS Childhood adversity was assessed retrospectively and social support was measured with two items. CONCLUSION Interventions aimed at reducing social isolation may alleviate the burden carried by survivors of childhood adversity.
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Affiliation(s)
- Mashhood Ahmed Sheikh
- Health Services Research Unit, Department of Community Medicine, University of Tromsø, 9037 Tromsø, Norway.
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20
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Yanagi N, Hata A, Kondo K, Fujiwara T. Association between childhood socioeconomic status and fruit and vegetable intake among older Japanese: The JAGES 2010 study. Prev Med 2018; 106:130-136. [PMID: 29080826 DOI: 10.1016/j.ypmed.2017.10.027] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 10/16/2017] [Accepted: 10/22/2017] [Indexed: 10/18/2022]
Abstract
Fruit and vegetable intake (FVI) contributes to the prevention of non-communicable diseases. Although food preference is considered to be determined early in life, few studies have investigated the association between childhood socioeconomic status (SES) and FVI in older age. Because a school lunch program was initiated in Japan after World War II, we were able in this study to examine this association in an older Japanese population. We used data from a population of physically and cognitively independent adults aged 65years or older who were living independently in the community and were recruited from 27 municipalities in the Japan Gerontological Evaluation Study 2010 project (August 2010-January 2012). Three categories of childhood SES (low, middle, and high) and current FVI were evaluated via a self-reported questionnaire. Poisson regression was used to investigate the association between childhood SES and FVI in 19,920 individuals. After adjustment for age and sex, older people with low childhood SES were 1.36 times more likely (95% CI 1.23-1.52) to have poor FVI than those with high childhood SES. In the fully adjusted model, the significant association disappeared. Further age-stratified analysis revealed a positive association between childhood SES and FVI among people aged 70-76years who were partially exposed to the school lunch program, but not among people aged 65-69years old who were fully exposed to the program. In conclusion, social policy such as school lunches targeting children with low SES could help improve FVI in old age.
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Affiliation(s)
- Natsuyo Yanagi
- Department of Public Health, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Akira Hata
- Department of Public Health, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Katsunori Kondo
- Department of Social Preventive Medical Sciences, Center for Preventive Medical Sciences, Chiba University, Chiba, Japan; National Center for Geriatrics and Gerontology, Aichi, Japan
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.
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21
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Vable AM, Gilsanz P, Nguyen TT, Kawachi I, Glymour MM. Validation of a theoretically motivated approach to measuring childhood socioeconomic circumstances in the Health and Retirement Study. PLoS One 2017; 12:e0185898. [PMID: 29028834 PMCID: PMC5640422 DOI: 10.1371/journal.pone.0185898] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 09/21/2017] [Indexed: 11/23/2022] Open
Abstract
Childhood socioeconomic status (cSES) is a powerful predictor of adult health, but its operationalization and measurement varies across studies. Using Health and Retirement Study data (HRS, which is nationally representative of community-residing United States adults aged 50+ years), we specified theoretically-motivated cSES measures, evaluated their reliability and validity, and compared their performance to other cSES indices. HRS respondent data (N = 31,169, interviewed 1992–2010) were used to construct a cSES index reflecting childhood social capital (cSC), childhood financial capital (cFC), and childhood human capital (cHC), using retrospective reports from when the respondent was <16 years (at least 34 years prior). We assessed internal consistency reliability (Cronbach’s alpha) for the scales (cSC and cFC), and construct validity, and predictive validity for all measures. Validity was assessed with hypothesized correlates of cSES (educational attainment, measured adult height, self-reported childhood health, childhood learning problems, childhood drug and alcohol problems). We then compared the performance of our validated measures with other indices used in HRS in predicting self-rated health and number of depressive symptoms, measured in 2010. Internal consistency reliability was acceptable (cSC = 0.63, cFC = 0.61). Most measures were associated with hypothesized correlates (for example, the association between educational attainment and cSC was 0.01, p < 0.0001), with the exception that measured height was not associated with cFC (p = 0.19) and childhood drug and alcohol problems (p = 0.41), and childhood learning problems (p = 0.12) were not associated with cHC. Our measures explained slightly more variability in self-rated health (adjusted R2 = 0.07 vs. <0.06) and number of depressive symptoms (adjusted R2 > 0.05 vs. < 0.04) than alternative indices. Our cSES measures use latent variable models to handle item-missingness, thereby increasing the sample size available for analysis compared to complete case approaches (N = 15,345 vs. 8,248). Adopting this type of theoretically motivated operationalization of cSES may strengthen the quality of research on the effects of cSES on health outcomes.
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Affiliation(s)
- Anusha M. Vable
- Center for Population Health Sciences, Department of Medicine, Stanford University, Palo Alto, California, United States of America
- Center for Primary Care and Outcomes Research, Department of Health Research and Policy, Stanford University, Palo Alto, California, United States of America
- * E-mail:
| | - Paola Gilsanz
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
- Division of Research, Kaiser Permanente, Oakland, California, United States of America
| | - Thu T. Nguyen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
| | - Ichiro Kawachi
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
| | - M. Maria Glymour
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts, United States of America
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California, United States of America
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Sheikh MA. Confounding and Statistical Significance of Indirect Effects: Childhood Adversity, Education, Smoking, and Anxious and Depressive Symptomatology. Front Psychol 2017; 8:1317. [PMID: 28824498 PMCID: PMC5539245 DOI: 10.3389/fpsyg.2017.01317] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 07/18/2017] [Indexed: 11/13/2022] Open
Abstract
The life course perspective, the risky families model, and stress-and-coping models provide the rationale for assessing the role of smoking as a mediator in the association between childhood adversity and anxious and depressive symptomatology (ADS) in adulthood. However, no previous study has assessed the independent mediating role of smoking in the association between childhood adversity and ADS in adulthood. Moreover, the importance of mediator-response confounding variables has rarely been demonstrated empirically in social and psychiatric epidemiology. The aim of this paper was to (i) assess the mediating role of smoking in adulthood in the association between childhood adversity and ADS in adulthood, and (ii) assess the change in estimates due to different mediator-response confounding factors (education, alcohol intake, and social support). The present analysis used data collected from 1994 to 2008 within the framework of the Tromsø Study (N = 4,530), a representative prospective cohort study of men and women. Seven childhood adversities (low mother's education, low father's education, low financial conditions, exposure to passive smoke, psychological abuse, physical abuse, and substance abuse distress) were used to create a childhood adversity score. Smoking status was measured at a mean age of 54.7 years (Tromsø IV), and ADS in adulthood was measured at a mean age of 61.7 years (Tromsø V). Mediation analysis was used to assess the indirect effect and the proportion of mediated effect (%) of childhood adversity on ADS in adulthood via smoking in adulthood. The test-retest reliability of smoking was good (Kappa: 0.67, 95% CI: 0.63; 0.71) in this sample. Childhood adversity was associated with a 10% increased risk of smoking in adulthood (Relative risk: 1.10, 95% CI: 1.03; 1.18), and both childhood adversity and smoking in adulthood were associated with greater levels of ADS in adulthood (p < 0.001). Smoking in adulthood did not significantly mediate the association between childhood adversity and ADS in adulthood. However, when education was excluded as a mediator-response confounding variable, the indirect effect of childhood adversity on ADS in adulthood was statistically significant (p < 0.05). This study shows that a careful inclusion of potential confounding variables is important when assessing mediation.
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Affiliation(s)
- Mashhood Ahmed Sheikh
- Health Services Research Unit, Department of Community Medicine, University of TromsøTromsø, Norway
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Chen E, Shalowitz MU, Story RE, Ehrlich KB, Manczak EM, Ham PJ, Le V, Miller GE. Parents' childhood socioeconomic circumstances are associated with their children's asthma outcomes. J Allergy Clin Immunol 2017; 140:828-835.e2. [PMID: 28089871 DOI: 10.1016/j.jaci.2016.11.040] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 11/09/2016] [Accepted: 11/24/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND Previous literature documents associations between low socioeconomic status (SES) and poor health outcomes, including asthma. However, this literature has largely focused on the effects of current family circumstances. OBJECTIVE We sought to test an intergenerational hypothesis, that the childhood SES that parents experience will be associated with asthma outcomes in their children, independent of effects of current family SES. Second, we aimed to test whether this association is in part due to difficulties in current parent-child relationships. METHODS This was an observational study, whereby 150 parents were interviewed about their childhood SES and their children (physician-diagnosed asthma, ages 9-17 years) were interviewed about current family stress. Asthma control was assessed by parent report and child report (primary outcome), and blood was collected from children to measure cytokine production relevant to asthma (secondary outcomes). RESULTS To the degree that parents had lower childhood SES, their offspring showed worse asthma outcomes across multiple indicators. This included lower asthma control scores (parent and child report, Ps < .05), and greater stimulated production of TH2 and TH1 cytokines by PBMCs (Ps < .05). These associations were independent of current family SES. Mediation analyses were consistent with a scenario wherein parents with low childhood SES had current family relationships that were more stressful, and these difficulties, in turn, related to worse asthma control and greater cytokine production in children. CONCLUSIONS These results suggest the potential "long reach" of low SES across generations, and the importance of expanding theories of how the social environment can affect childhood asthma to include characteristics of earlier generations.
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Affiliation(s)
- Edith Chen
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill.
| | | | | | - Katherine B Ehrlich
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill
| | - Erika M Manczak
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill
| | - Paula J Ham
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill
| | - Van Le
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill
| | - Gregory E Miller
- Department of Psychology, Institute for Policy Research, Northwestern University, Evanston, Ill
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Tani Y, Fujiwara T, Kondo N, Noma H, Sasaki Y, Kondo K. Childhood Socioeconomic Status and Onset of Depression among Japanese Older Adults: The JAGES Prospective Cohort Study. Am J Geriatr Psychiatry 2016; 24:717-26. [PMID: 27569265 DOI: 10.1016/j.jagp.2016.06.001] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 05/19/2016] [Accepted: 06/02/2016] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Previous investigations on the impact of childhood socioeconomic status (SES) on depression have focused on middle-aged adults in Western countries. It is unknown whether childhood SES has a long-latency effect on the onset of depression among older adults. DESIGN Prospective cohort study. SETTING Data were from the Japan Gerontological Evaluation Study. PARTICIPANTS We analyzed 10,458 individuals aged 65 years and older without depression (Geriatric Depression Scale <5) at baseline in 2010. MEASUREMENTS Participants rated their childhood SES at the age of 15 years according to standards at that time. We used binomial regression analyses with log link and with adjustment for known and potential risk factors to evaluate the risk of depression onset by 2013. RESULTS Overall, 13.9% of participants newly reported depression in 2013. After adjusting for age and sex, low childhood SES was positively associated with depression onset (adjusted risk ratio [ARR]: 1.44, 95% confidence interval [CI]: 1.23-1.69). The association decreased after adjustment for education (ARR: 1.33; 95% CI: 1.13-1.57). Even after adjustments for adult SES, current disease status, health behaviors, and social relationships, the association remained significant (ARR: 1.27; 95% CI: 1.08-1.50). The link was stronger among the younger old (65-74 years) than the oldest old (≥75 years). CONCLUSIONS Low childhood SES, perhaps due to poverty in post-World War II, has a long-latency effect on the onset of depression among older Japanese adults. The impact of childhood SES on depression was weaker among the oldest old, suggesting survival effects for healthy older Japanese people.
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Affiliation(s)
- Yukako Tani
- Department of Health Education and Health Sociology, School of Public Health, The University of Tokyo, Japan; Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan; Japan Society for the Promotion of Science, Tokyo, Japan; Department of Social Medicine, National Research Institute for Child Health and Development, Tokyo, Japan.
| | - Takeo Fujiwara
- Japan Society for the Promotion of Science, Tokyo, Japan; Department of Social Medicine, National Research Institute for Child Health and Development, Tokyo, Japan
| | - Naoki Kondo
- Department of Health Education and Health Sociology, School of Public Health, The University of Tokyo, Japan
| | - Hisashi Noma
- Department of Data Science, The Institute of Statistical Mathematics, Tokyo, Japan
| | - Yuri Sasaki
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan; Department of Gerontological Evaluation, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Aichi, Japan
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25
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Tani Y, Kondo N, Nagamine Y, Shinozaki T, Kondo K, Kawachi I, Fujiwara T. Childhood socioeconomic disadvantage is associated with lower mortality in older Japanese men: the JAGES cohort study. Int J Epidemiol 2016; 45:1226-1235. [PMID: 27401729 PMCID: PMC5965916 DOI: 10.1093/ije/dyw146] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2016] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Childhood socioeconomic disadvantage has been previously linked to increased mortality risk in adulthood. However, most previous studies have focused on middle-aged adults in Western contexts. Here, we sought to examine the association between childhood socioeconomic status (SES) and mortality among healthy older Japanese adults. METHODS We conducted a 3-year follow-up of participants in the Japan Gerontological Evaluation Study (JAGES), a population-based cohort of 65- to 103-year-old Japanese adults. Childhood SES was assessed by survey at baseline. Mortality from 2010 to 2013 was analysed for 15 449 respondents (7143 men and 8306 women). Cox regression models were used to estimate hazard ratios (HR) for risk of death. RESULTS A total of 754 deaths occurred during the 3-year follow-up. Lower childhood SES was significantly associated with lower mortality in men, but not in women. Compared with men growing up in more advantaged childhood socioeconomic circumstances, the age-adjusted HR for men from low childhood SES backgrounds was 0.75 [95% confidence interval (CI): 0.56-1.00]. The association remained significant after adjustment for height, education, adult SES, municipalities of residence, health behaviours, disease status and current social relationships (HR = 0.64; 95% CI 0.47-0.87). This association was stronger among men aged 75 years or older, HR = 0.67 (95% CI: 0.47-0.95), compared with men aged 65-74 years, HR = 0.90 (95% CI: 0.54-1.51). CONCLUSIONS Childhood socioeconomic disadvantage is associated with lower mortality among men aged 75 years or older, which may be due to selective survival, or alternatively to childhood physical training or postwar calorie restriction in this generation of Japanese males.
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Affiliation(s)
- Yukako Tani
- Department of Health and Social Behavior / Department of Health Education and Health Sociology, University of Tokyo, Tokyo, Japan
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
- Japan Society for the Promotion of Science, Chiyoda-ku, Tokyo, Japan
- Department of Social Medicine, National Research Institute for Child Health and Development, Tokyo, Japan
| | - Naoki Kondo
- Department of Health and Social Behavior / Department of Health Education and Health Sociology, University of Tokyo, Tokyo, Japan
| | - Yuiko Nagamine
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
| | | | - Katsunori Kondo
- Center for Preventive Medical Sciences, Chiba University, Chiba, Japan
- Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu City, Aichi, Japan
| | - Ichiro Kawachi
- Department of Society and Behavioral Science, Harvard School of Public Health, Boston, MA, USA
| | - Takeo Fujiwara
- Department of Global Health Promotion, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Social Medicine, National Research Institute for Child Health and Development, Tokyo, Japan
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Correia S, Barros H. Small-for-gestational age Portuguese babies: the effect of childhood social environment, growth and adult socioeconomic conditions. Prev Med 2015; 70:102-7. [PMID: 25490601 DOI: 10.1016/j.ypmed.2014.11.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Revised: 11/26/2014] [Accepted: 11/29/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVE We aimed to estimate the extent to which differences in small-for-gestational age (SGA) according to maternal socioeconomic position (SEP) and anthropometrics are accounted for childhood background. METHODS Adult mothers of singletons (n=6893) recruited in 2005/2006 in Porto, Portugal self-reported data on socio-demographics. Grandparents' education and social class were used to characterise childhood social environment. Maternal education and marital status were used as adult SEP indicators. Height was categorised according to the 10th and 90th percentiles. The odds of SGA according to adult SEP and height were stratified by childhood conditions. RESULTS SGA (14.5%) was less likely in taller [vs. 10th-90th percentiles: 0.62 (95% confidence interval (CI): 0.46-0.83)], more educated [vs. low: 0.77 (0.65-0.90)] and in married women [vs. single: 0.64 (0.47-0.86)]. No association was found between childhood social conditions and SGA. The protection provided by maternal education was found in women from deprived childhood backgrounds but not in those with more advantage conditions. Shorter women were more likely to deliver SGA babies but the effect was stronger (pinteraction<0.001) in those from least deprived childhood conditions. CONCLUSIONS Sufficient increase in education seems to overcome disadvantage earlier in life. Other pathological processes might impact physical development beyond social influence, having long lasting effects on SGA.
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Affiliation(s)
- Sofia Correia
- Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Al Prof. Hernani Monteiro, 4200-319 Porto, Portugal; EPIUnit - Institute of Public Health, University of Porto, Rua das Taipas, 135-139, 4050-600 Porto, Portugal.
| | - Henrique Barros
- Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Al Prof. Hernani Monteiro, 4200-319 Porto, Portugal; EPIUnit - Institute of Public Health, University of Porto, Rua das Taipas, 135-139, 4050-600 Porto, Portugal
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Fujiwara T, Kondo K, Shirai K, Suzuki K, Kawachi I. Associations of childhood socioeconomic status and adulthood height with functional limitations among Japanese older people: results from the JAGES 2010 Project. J Gerontol A Biol Sci Med Sci 2013; 69:852-9. [PMID: 24285745 DOI: 10.1093/gerona/glt189] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND We examined the associations between childhood socioeconomic status and adulthood height with functional limitations in old age. METHODS Data were obtained from the baseline survey of the Japan Gerontological Evaluation Study 2010, a population-based cohort of people aged ≥65 years enrolled from 27 municipalities across Japan (N = 15,499). People aged 65-69, 70-74, 75-79, and ≥80 years experienced the end of World War II when they were aged 0-4, 5-9, 10-14, and ≥15 years, respectively. Subjective socioeconomic status during childhood and current height were obtained by self-report through questionnaire in 2010. Higher-level functional capacity was assessed using a validated questionnaire scale. Poisson regression with robust variance estimator was employed to determine the association between childhood subjective socioeconomic status, height, and functional limitations. RESULTS Lower childhood subjective socioeconomic status was consistently associated with higher prevalence rate ratio of limitations in higher-level functional capacity, regardless of age cohort. Height was associated with functional limitation only among the group aged 70-74 years: taller (≥170cm for men and ≥160cm for women) people were 16% less likely to report functional limitation in comparison with shorter (<155 cm for men and <145 cm for women) individuals in the fully adjusted model (prevalence rate ratio: 0.84, 95% confidence interval: 0.74-0.96). CONCLUSIONS Low childhood subjective socioeconomic status had a robust association with functional limitation regardless of age cohort. In addition, those who lived through World War II before they reached puberty and attained shorter height were more likely to report functional limitations in old age.
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Affiliation(s)
- Takeo Fujiwara
- Department of Social Medicine, National Research Institute for Child Health and Development, Setagaya-ku, Tokyo, Japan.
| | - Katsunori Kondo
- Center for Well-being and Society, Nihon Fukushi University, Nagoya, Aichi, Japan
| | - Kokoro Shirai
- Department of Social Medicine, National Research Institute for Child Health and Development, Setagaya-ku, Tokyo, Japan
| | - Kayo Suzuki
- Center for Well-being and Society, Nihon Fukushi University, Nagoya, Aichi, Japan
| | - Ichiro Kawachi
- Department of Society, Human Development, and Health, Harvard School of Public Health, Boston, Massachusetts
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