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Noppert GA, Aiello AE, O'Rand AM, Cohen HJ. Race/Ethnic and Educational Disparities in the Association Between Pathogen Burden and a Laboratory-Based Cumulative Deficits Index. J Racial Ethn Health Disparities 2020; 7:99-108. [PMID: 31642044 PMCID: PMC6980710 DOI: 10.1007/s40615-019-00638-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 09/02/2019] [Accepted: 09/13/2019] [Indexed: 11/25/2022]
Abstract
BACKGROUND Disparities in adult morbidity and mortality may be rooted in patterns of biological dysfunction in early life. We sought to examine the association between pathogen burden and a cumulative deficits index (CDI), conceptualized as a pre-clinical marker of an unhealthy biomarker profile, specifically focusing on patterns across levels of social disadvantage. METHODS Using the data from the National Health and Nutrition Examination Survey 2003-2004 wave (aged 20-49 years), we examined the association of pathogen burden, composed of seven pathogens, with the CDI. The CDI comprised 28 biomarkers corresponding to available clinical laboratory measures. Models were stratified by race/ethnicity and education level. RESULTS The CDI ranged from 0.04 to 0.78. Nearly half of Blacks were classified in the high burden pathogen class compared with 8% of Whites. Among both Mexican Americans and other Hispanic groups, the largest proportion of individuals were classified in the common pathogens class. Among educational classes, 19% of those with less than a high school education were classified in the high burden class compared with 7% of those with at least a college education. Blacks in the high burden pathogen class had a CDI 0.05 greater than those in the low burden class (P < 0.05). Whites in the high burden class had a CDI only 0.03 greater than those in the low burden class (P < 0.01). DISCUSSION Our findings suggest there are significant social disparities in the distribution of pathogen burden across race/ethnic groups, and the effects of pathogen burden may be more significant for socially disadvantaged individuals.
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Affiliation(s)
- Grace A Noppert
- Carolina Population Center, University of North Carolina, 123 West Franklin St, Chapel Hill, NC, 27516, USA.
- Duke University Population Research Institute, Duke University, Durham, NC, USA.
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.
| | - A E Aiello
- Carolina Population Center, University of North Carolina, 123 West Franklin St, Chapel Hill, NC, 27516, USA
- Department of Epidemiology Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - A M O'Rand
- Duke University Population Research Institute, Duke University, Durham, NC, USA
| | - H J Cohen
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA
- Claude D. Pepper Older Americans Independence Center, Durham, NC, USA
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Aggio D, Papachristou E, Papacosta O, Lennon LT, Ash S, Whincup PH, Wannamethee SG, Jefferis BJ. Twenty-Year Trajectories of Physical Activity Types from Midlife to Old Age. Med Sci Sports Exerc 2018; 51:481-489. [PMID: 30303936 DOI: 10.1249/mss.0000000000001802] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Correlates of physical activity (PA) vary according to type. However, predictors of long-term patterns of PA types into old age are unknown. This study aimed to identify 20-yr trajectories of PA types into old age and their predictors. METHODS Seven thousand seven hundred thirty-five men (age, 40-59 yr) recruited from UK towns in 1978 to 1980 were followed up after 12, 16, and 20 yr. Men reported participation in sport/exercise, recreational activity and walking, health status, lifestyle behaviors and socio-demographic characteristics. Group-based trajectory modeling identified the trajectories of PA types and associations with time-stable and time-varying covariates. RESULTS Men with ≥3 measures of sport/exercise (n = 5116), recreational activity (n = 5085) and walking (n = 5106) respectively were included in analyses. Three trajectory groups were identified for sport/exercise, four for recreational activity and three for walking. Poor health, obesity and smoking were associated with reduced odds of following a more favorable trajectory for all PA types. A range of socioeconomic, regional and lifestyle factors were also associated with PA trajectories but the magnitude and direction were specific to PA type. For example, men with manual occupations were less likely to follow a favorable sport/exercise trajectory but more likely to follow an increasing walking trajectory compared to men with nonmanual occupations. Retirement was associated with increased PA but this was largely due to increased sport/exercise participation. CONCLUSIONS Physical activity trajectories from middle to old age vary by activity type. The predictors of these trajectories and effects of major life events, such as retirement, are also specific to the type of PA.
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Affiliation(s)
- Daniel Aggio
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM.,UCL Physical Activity Research Group, London, UNITED KINGDOM
| | - Efstathios Papachristou
- Department of Psychology & Human Development, UCL Institute of Education, London, UNITED KINGDOM
| | - Olia Papacosta
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM
| | - Lucy T Lennon
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM
| | - Sarah Ash
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM
| | - Peter H Whincup
- Population Health Research Institute, St George's University of London, Cranmer Terrace, London, UNITED KINGDOM
| | - S Goya Wannamethee
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM
| | - Barbara J Jefferis
- UCL Department of Primary Care & Population Health, UCL Medical School, Rowland Hill Street, London, UNITED KINGDOM.,UCL Physical Activity Research Group, London, UNITED KINGDOM
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Noppert GA, Brown CS, Chanti-Ketterl M, Hall KS, Newby LK, Cohen HJ, Morey MC. The Impact of Multiple Dimensions of Socioeconomic Status on Physical Functioning Across the Life Course. Gerontol Geriatr Med 2018; 4:2333721418794021. [PMID: 30186891 PMCID: PMC6113730 DOI: 10.1177/2333721418794021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 06/20/2018] [Accepted: 07/17/2018] [Indexed: 01/18/2023] Open
Abstract
Objective: We used the Physical Performance Across the LifeSpan Study to investigate the relationships of multiple indicators of socioeconomic status (SES), both in early life and late life, with physical function. Method: We examined associations between multiple early and late life SES indicators with physical function measured by aerobic endurance, gait speed, and lower body strength. Results: Higher participant education and household income were associated with increased physical function. In our age-stratified analysis, we observed widening SES disparities with increasing age among those in the two younger strata with lower SES associated with worse physical function. Finally, we observed an association between socioeconomic trend and gait speed, aerobic endurance, and lower body strength. There was also an association between lower aerobic endurance and being in a downward socioeconomic trend. Discussion: These findings highlight the significance of considering multiple dimensions of the social environment as important correlates of physical functioning across the life course.
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Affiliation(s)
- Grace A Noppert
- Carolina Population Center, University of North Carolina, Chapel Hill, NC, USA.,Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,School of Medicine, Duke University, Durham, NC, USA.,Duke Population Research Institute, Duke University, Durham, NC, USA
| | - Candace S Brown
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,School of Medicine, Duke University, Durham, NC, USA.,Center for Child and Family Policy, Duke University, Durham, NC, USA
| | - Marianne Chanti-Ketterl
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University, Durham, NC, USA
| | - Katherine S Hall
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,School of Medicine, Duke University, Durham, NC, USA.,Claude D. Pepper Older Americans Independence Center, Durham, NC, USA.,Geriatric Research, Education, and Clinical Center; VA Durham Health Care System, Durham, NC, USA
| | - L Kristin Newby
- Division of Cardiology, Department of Medicine, Duke University, Durham, NC, USA.,Duke Clinical and Translational Science Institute, Durham, NC, USA
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,School of Medicine, Duke University, Durham, NC, USA.,Claude D. Pepper Older Americans Independence Center, Durham, NC, USA
| | - Miriam C Morey
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.,School of Medicine, Duke University, Durham, NC, USA.,Claude D. Pepper Older Americans Independence Center, Durham, NC, USA.,Geriatric Research, Education, and Clinical Center; VA Durham Health Care System, Durham, NC, USA
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Juneau CE, Benmarhnia T, Poulin AA, Côté S, Potvin L. Socioeconomic position during childhood and physical activity during adulthood: a systematic review. Int J Public Health 2015; 60:799-813. [PMID: 26298440 DOI: 10.1007/s00038-015-0710-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 06/24/2015] [Accepted: 06/25/2015] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES A growing body of evidence links socioeconomic position early in life and physical activity during adulthood. This systematic review aimed to summarize this evidence. METHODS Medline and EMBASE were searched for studies that assessed socioeconomic position before age 18 years and physical activity at age ≥18 years. Studies were rated according to three key methodological quality criteria: (1) was childhood socioeconomic position assessed prospectively? (2) Was socioeconomic position during adulthood included in the statistical analysis? (3) Was a validated instrument used to measure of physical activity? RESULTS Forty-two publications were included. Twenty-six (61.9 %) found a significant association between socioeconomic position early in life and physical activity during adulthood. Twenty-one studies met at least two methodological quality criteria. Among those, the proportion was higher: 15/21 (71.4 %). Associations were of weak to moderate strength, positive for physical activity during leisure time, and negative for transports and work. CONCLUSIONS The bulk of the evidence supports the notion that there is a life course association between socioeconomic position early in life and physical activity during adulthood. Studies using more rigorous methodology supported this conclusion more consistently.
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Affiliation(s)
- C E Juneau
- École de Santé Publique, Faculté de Médecine, Université de Montréal, Succursale Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada.
| | - T Benmarhnia
- École de Santé Publique, Faculté de Médecine, Université de Montréal, Succursale Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada
| | - A A Poulin
- École de Santé Publique, Faculté de Médecine, Université de Montréal, Succursale Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada
| | - S Côté
- École de Santé Publique, Faculté de Médecine, Université de Montréal, Succursale Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada
| | - L Potvin
- École de Santé Publique, Faculté de Médecine, Université de Montréal, Succursale Centre-ville, C.P. 6128, Montreal, QC, H3C 3J7, Canada
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Christofaro DGD, Fernandes RA, Martins C, Ronque ERV, Coelho-e-Silva MJ, Silva AM, Sardinha LB, Cyrino ES. Prevalence of physical activity through the practice of sports among adolescents from Portuguese speaking countries. CIENCIA & SAUDE COLETIVA 2015; 20:1199-1206. [PMID: 25923630 DOI: 10.1590/1413-81232015204.00692014] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Accepted: 09/21/2014] [Indexed: 11/21/2022] Open
Abstract
This study evaluated the prevalence of physical activity through the practice of sports in adolescents from schools in two Brazilian cities and a Portuguese school, and its association with independent variables, such as gender and age. A cross-sectional study was conducted of schoolchildren from two cities in Brazil and one in Portugal. The total study sample was 3694 subjects (1622 males and 1872 females). Physical activity levels were assessed using Baecke's questionnaire. Body weight was measured on electronic scales and stature was measured with a portable wooden stadiometer. Numerical variables were expressed as mean, categorical variables were expressed as percentages and the chi-square test analyzed associations. The prevalence of no sport was high (39.7%), being higher in the Portuguese school than in the Brazilian schools (p < 0.001). Irrespective of being an adolescent in a Brazilian or Portuguese school, boys showed higher engagement in sports practice than girls (p < 0.001). In both, differences were identified between adolescents aged 13 to 15 (P = 0.001) and 16 to 17 (P = 0.001). The prevalence of physical inactivity among schoolchildren from two cities in Brazil and a school in Portugal was high, with the girls practicing less sport than the boys and with this imbalance likely to be higher in adolescents.
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Affiliation(s)
| | - Rômulo Araújo Fernandes
- Faculdade de Educação Física, Universidade Estadual Paulista Júlio de Mesquita Filho, Presidente Prudente, SP, Brasil,
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Physical inactivity of adults and 1-year health care expenditures in Brazil. Int J Public Health 2015; 60:309-16. [DOI: 10.1007/s00038-015-0657-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Revised: 01/10/2015] [Accepted: 01/19/2015] [Indexed: 10/24/2022] Open
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Perales F, del Pozo-Cruz J, del Pozo-Cruz B. Long-term dynamics in physical activity behaviour across the transition to parenthood. Int J Public Health 2015; 60:301-8. [PMID: 25603985 DOI: 10.1007/s00038-015-0653-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 12/30/2014] [Accepted: 01/08/2015] [Indexed: 10/24/2022] Open
Abstract
OBJECTIVES Gaining a deeper understanding of the dynamic relationships between the transition to parenthood and moderate-to-vigorous physical activity (MVPA) amongst men and women in Australia. METHODS 12 years of nationally representative panel data from the Household, Income and Labour Dynamics in Australia Survey and a piecewise pre/post fixed-effect modelling strategy that controls for person-specific unobserved effects and allows for non-linear associations are used. RESULTS Both men and women decrease the frequency of MVPA in the years preceding the birth of their first child. An abrupt fall amongst men and a smooth, non-linear decreasing trend amongst women are apparent in the post-birth years. Neither men nor women recover their pre-birth MVPA frequency in subsequent years. CONCLUSIONS Parenthood is an important factor influencing MVPA, with more marked impacts on women's than men's behaviour. Policymakers interested in promoting MVPA should focus on parenthood as a critical deterring factor that can trigger long-term trends of low MVPA. The proposed model can be expanded to explore the influence on MVPA of other life-course transitions.
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Affiliation(s)
- Francisco Perales
- ARC Centre of Excellence for Children and Families over the Life Course, Institute for Social Science Research, The University of Queensland, Brisbane, Australia
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Association between migration and physical activity of school-age children left behind in rural Mexico. Int J Public Health 2014; 60:49-58. [DOI: 10.1007/s00038-014-0630-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2014] [Revised: 11/20/2014] [Accepted: 11/27/2014] [Indexed: 01/22/2023] Open
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Martínez-Gómez D, Guallar-Castillón P, León-Muñoz LM, Rodríguez-Artalejo F. Household physical activity and mortality in older adults: a national cohort study in Spain. Prev Med 2014; 61:14-9. [PMID: 24440158 DOI: 10.1016/j.ypmed.2014.01.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2013] [Revised: 01/07/2014] [Accepted: 01/08/2014] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To examine the association between household physical activity (HPA) and all-cause mortality in a cohort of older adults from Spain, and the role of sedentary time on this association. METHOD Prospective cohort study of 2874 individuals aged ≥ 62 years. In 2003, the time spent in HPA and the time spent seated were self-reported. The association of HPA with all-cause mortality through 2011 was assessed with Cox regression. RESULTS During the follow-up, 970 participants died. In men, HPA was inversely associated with the risk of death only among those with longer sitting time (≥ 8 h/d): compared to those who did not do HPA, the mortality hazard ratio (HR) was 0.80 (95% confidence interval (CI): 0.60-1.08) and 0.43 (95% CI: 0.27-0.69) for those who spent >0 to 2h/d and >2h/d in HPA, respectively (P for trend<0.001). In women, sitting time did not modify the study association. Thus, compared to women who spent <2h/d in HPA, the HR for mortality was 0.72 (95% CI: 0.56-0.93) and 0.52 (95% CI: 0.39-0.70) for those who spent >2 to 4h/d, and >4h/d in HPA, respectively (P for trend<0.001). CONCLUSION In women, HPA is associated with reduced mortality regardless of sitting time. HPA may also contribute to longer survival among men with longer sitting time.
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Affiliation(s)
- David Martínez-Gómez
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; IdiPAZ-CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain.
| | - Pilar Guallar-Castillón
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; IdiPAZ-CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Luz M León-Muñoz
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; IdiPAZ-CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Fernando Rodríguez-Artalejo
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; IdiPAZ-CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
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