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Rich K, von Fintel D. Childhood circumstances, social mobility and the obesity transition: Evidence from South Africa. ECONOMICS AND HUMAN BIOLOGY 2024; 52:101336. [PMID: 38104358 DOI: 10.1016/j.ehb.2023.101336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 12/19/2023]
Abstract
The distribution of obesity tends to shift from rich to poor individuals as countries develop, in a process of shifting sociodemographic patterns of obesity that has been called the 'obesity transition'. This change tends to happen with economic development, but little is known about the specific mechanisms that drive the change. We propose that improvements in childhood circumstances with economic development may be one of the drivers of the obesity transition. We explore whether the social gradient in body weight differs by childhood socioeconomic status (SES), proxied by the respondent's mother having Grade 12, using South Africa's nationally representative panel National Income Dynamics Study. In support of our hypothesis, we find that the social gradient in body weight is less positive for adults who had a high childhood SES, and already appears to have reversed among high-SES women who also had a high childhood SES. Upward social mobility over an individual's life course or across a single generation is associated with higher body weight compared to a stable high SES. But a high SES sustained in childhood and adulthood - or across more than one generation - may decrease adult obesity risk, and result in a reversal of the social gradient in body weight. Random effects within-between models show that the social gradient in body weight and its interaction with childhood SES are driven more by differences in income between individuals than by short-run changes in income within individuals, again suggesting that the obesity transition is driven by long-run changes rather than by very short-run changes. Our results are broadly robust to using several alternative measures of body weight, childhood SES and adult SES. Our results are consistent with the hypothesis that widespread improvements in childhood circumstances and nutrition with economic development may contribute to the shift to later stages of the obesity transition.
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Affiliation(s)
- Kate Rich
- Department of Economics, Stellenbosch University, South Africa.
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2
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Woo JM, Bookwalter DB, Green GY, Sandler DP. Early life socioeconomic position contributes to adult obesity independent of adult socioeconomic factors: Findings from the sister study cohort. SSM Popul Health 2023; 24:101556. [PMID: 38053627 PMCID: PMC10694340 DOI: 10.1016/j.ssmph.2023.101556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/30/2023] [Accepted: 11/04/2023] [Indexed: 12/07/2023] Open
Abstract
Low socioeconomic position (SEP) has been associated with obesity within life stages; however, life course SEP may also alter downstream obesity risk. Research is needed to understand the impact of childhood SEP, independent of adult SEP, as well as SEP trajectories over the life course on adult obesity risk. We use data from the Sister Study, a prospective U.S. cohort of women aged 35-74 years (N = 50,884; enrollment: 2003-2009). Relative risks (RR) for adult obesity associated with childhood SEP (latent variable) and five latent life course SEP profiles were estimated in overall and race and ethnicity-stratified log binomial regression models. We estimated the direct effect of childhood SEP on adult obesity and mediation by adult SEP. Lower childhood SEP was associated with greater obesity risk (RR = 1.16, 95% CI: 1.15-1.17). In stratified models, RRs were elevated across groups though lower for Black and Hispanic/Latina participants, despite greater prevalence of obesity among Black participants. The direct effect of childhood SEP on adult obesity persisted in mediation models independent of adult SEP (RR = 1.10, 95% CI: 1.08-1.12) with adult SEP mediating approximately 40% of the total effect of childhood SEP on adult obesity. Furthermore, adult obesity risk was elevated for all life course SEP profiles compared to persistent high advantage. Life course SEP profiles indicating greater advantage in adulthood than childhood were not associated with reduced adult obesity risk among those experiencing less than high advantage in childhood. In conclusion, lower childhood SEP, independent of adult SEP, may be an important risk factor for adult obesity.
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Affiliation(s)
- Jennifer M.P. Woo
- Epidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Dr., Research Triangle Park, NC, 27709, USA
| | | | | | - Dale P. Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Dr., Research Triangle Park, NC, 27709, USA
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3
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Dang Y, Duan X, Rong P, Yan M, Zhao Y, Mi B, Zhou J, Chen Y, Wang D, Pei L. Life-course social disparities in body mass index trajectories across adulthood: cohort study evidence from China health and nutrition survey. BMC Public Health 2023; 23:1955. [PMID: 37814213 PMCID: PMC10563291 DOI: 10.1186/s12889-023-16881-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/03/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND The social disparities in obesity may originate in early life or in adulthood, and the associations of socioeconomic position (SEP) with obesity could alter over time. It is unclear how lifetime-specific and life-course SEP influence adult obesity development in China. METHODS Based on the China Health and Nutrition Survey (CHNS), three SEP-related indicators, including the father's occupational position and the participant's education and occupational position, were obtained. The life-course socioeconomic changes and a cumulative SEP score were established to represent the life-course SEP of the participants in the study. The growth mixture modeling was used to identify BMI trajectories in adulthood. Multinomial logistic regression was adopted to assess the associations between SEP and adult BMI trajectories. RESULTS A total of 3,138 participants were included in the study. A positive correlation was found between the paternal occupational position, the participants' occupational position, education, and obesity in males, whereas an inverse correlation was observed among females. Males who experienced social upward mobility or remained stable high SEP during the follow-up had 2.31 and 2.52-fold risks of progressive obesity compared to those with a stable-low SEP. Among females, stable high SEP in both childhood and adulthood was associated with lower risks of progressive obesity (OR = 0.63, 95% CI: 0.43-0.94). Higher risks of obesity were associated with the life-course cumulative SEP score among males, while the opposite relationship was observed among females. CONCLUSIONS The associations between life-course SEP and BMI development trajectories differed significantly by gender. Special emphasis should be placed on males experiencing upward and stable high socioeconomic change.
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Affiliation(s)
- Yusong Dang
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Xinyu Duan
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Peixi Rong
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Mingxin Yan
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Yaling Zhao
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Baibing Mi
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China
| | - Jing Zhou
- Department of Pediatrics, The Second Affiliated Hospitical of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, P.R. China
| | - Yulong Chen
- Institute of Basic and Translational Medicine, Shaanxi Key Laboratory of Ischemic Cardiovascular Disease, Shaanxi Key Laboratory of Brain Disorders, Xi'an Medical University, Xi'an, 710021, Shaanxi, P.R. China
| | - Duolao Wang
- Biostatistics Unit, Department of Clinical Sciences, Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK
- Department of Neurology, Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Leilei Pei
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, Shaanxi, P.R. China.
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Donnelly S, Buchan DS, McLellan G, Arthur R. The Effects of Socioeconomic Status on Parent and Child Moderate-to-Vigorous Physical Activity and Body Mass Index. RESEARCH QUARTERLY FOR EXERCISE AND SPORT 2022; 93:758-768. [PMID: 34709139 DOI: 10.1080/02701367.2021.1918322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 02/09/2021] [Indexed: 06/13/2023]
Abstract
Purpose: Physical inactivity and overweight status has been linked to low socioeconomic status (SES) in youth. Parents are known to influence both their child's weight and physical activity (PA). The relationship between parent and child PA is of interest to many researchers; however, previous research typically relies on self-reported measures. The purpose of this study was to examine the relationship between parent and child moderate-to-vigorous PA (MVPA) and body mass index (BMI) in a sample of children (4-11 years old) using wrist-worn accelerometers and to explore mediating processes by which SES influences child MVPA and BMI through their parents MVPA and BMI. Methods: Parent and child dyads (n = 174) wore an ActiGraph GT3X+ accelerometer on their non-dominant wrist for 7 days. Mediation analyses were conducted to understand the indirect relationships between SES and child MVPA and BMI. Results: Weekend parent and child MVPA was significantly related (p < .01). Parent and child BMIs were also significantly related (p < .001). There was a significant negative direct effect of SES on child BMI (p < .05). Additionally, we observed a significant negative indirect effect of SES on child BMI via their parents BMI (B = -.04, SE .02, 95% CI = -.07 to -.01). Conclusions: Whilst parent and child MVPA were significantly related during the weekend, there were no associations between SES and MVPA. Future interventions aiming to improve health outcomes in children should consider the influence SES can have as well as parental activity on children's weekend MVPA.
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Lin L, Chen W, Sun W, Chen M, Li J, Shen J, Guo VY. Associations between Adverse Childhood Experiences and Obesity in a Developing Country: A Cross-Sectional Study among Middle-Aged and Older Chinese Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19116796. [PMID: 35682379 PMCID: PMC9180433 DOI: 10.3390/ijerph19116796] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 05/27/2022] [Accepted: 05/31/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND The association between adverse childhood experiences (ACEs) and obesity in developing countries has been underexplored and inconsistent. METHODS This cross-sectional study used data of 10,054 adults aged ≥ 45 years from the China Health and Retirement Longitudinal Study. Information on 12 ACE indicators was collected via questionnaires. General obesity was defined as a body mass index (BMI) of ≥28 kg/m². Central obesity was defined as a waist circumference of ≥90 cm for males and ≥85 cm for females. Logistic and linear regression analyses were conducted to evaluate the association of ACEs with general obesity, central obesity, BMI, and waist circumference where appropriate. RESULTS Compared to the non-exposed group, the experience of ≥3 ACEs was significantly associated with decreased risks of general obesity (OR = 0.83, 95% CI: 0.69, 0.999), central obesity (OR = 0.88, 95% 0.77, 0.997), and smaller BMI (β = -0.27, 95% CI: -0.50, -0.04) and waist circumference (β = -0.89, 95% CI: -1.52, -0.26). Compared to the high socioeconomic status (SES) group, such associations were more evident in those with a low SES, except for central obesity. CONCLUSION ACEs were shown to be inversely associated with later-life obesity in China, especially in socioeconomically disadvantaged populations. The context-specific impacts reflect divergent roles of socioeconomic position in the obesity epidemic between developed and developing countries. Further investigations are needed to confirm whether physical activity could shift the direction of this association.
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Affiliation(s)
- Li Lin
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; (L.L.); (W.C.); (W.S.); (M.C.)
| | - Weiqing Chen
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; (L.L.); (W.C.); (W.S.); (M.C.)
| | - Weidi Sun
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; (L.L.); (W.C.); (W.S.); (M.C.)
| | - Minyan Chen
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; (L.L.); (W.C.); (W.S.); (M.C.)
- Department of Health Education, Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China;
| | - Jinghua Li
- Department of Biostatistics, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China;
| | - Jichuan Shen
- Department of Health Education, Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China;
| | - Vivian Yawei Guo
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China; (L.L.); (W.C.); (W.S.); (M.C.)
- Correspondence:
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Vieira LS, Vaz JDS, Wehrmeister FC, Ribeiro FG, Motta JVDS, Silva HDGD, Assunção MCF. Socioeconomic status and body mass index life course models: the 1993 Pelotas (Brazil) birth cohort. CAD SAUDE PUBLICA 2021; 37:e00260820. [PMID: 34787283 DOI: 10.1590/0102-311x00260820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 01/29/2021] [Indexed: 11/22/2022] Open
Abstract
This article aims to assess the relationship between an individual's socioeconomic status over their life-course and their body mass index (BMI) at 22 years of age, according to the hypotheses generated by risk accumulation, critical period, and social mobility models. This was a population-based prospective study based on the Pelotas (Brazil) 1993 birth cohort. The risk accumulation, critical period, and social mobility models were tested in relation to a saturated model and compared with a partial F-test. After the best model was chosen, linear regression was carried out to determine the crude and adjusted regression coefficients of the association between socioeconomic status over the life-course and BMI at 22 years of age. The sample was comprised of 3,292 individuals (53.3% women). We found dose-response effect for both men and women, although the results were opposite. Among men, a lower score in socioeconomic status accumulation model led to a lower BMI average at 22 years of age; whereas among women, a lower score in socioeconomic status accumulation model caused an increase in BMI at 22 years of age.
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Affiliation(s)
| | | | | | | | - Janaína Vieira Dos Santos Motta
- Programa de Pós-graduação em Saúde e Comportamento, Universidade Católica de Pelotas, Pelotas, Brasil.,Programa de Pós-graduação em Epidemiologia, Universidade Federal de Pelotas, Pelotas, Brasil
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Lin L, Yang-Huang J, Wang H, Santos S, van Grieken A, Raat H. Social mobility by parent education and childhood overweight and obesity: a prospective cohort study. Eur J Public Health 2021; 31:764-770. [PMID: 34491333 DOI: 10.1093/eurpub/ckab073] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The association of social mobility, measured by parent education and childhood overweight and obesity (OWOB) has been scarcely reported on. This study evaluated the associations between social mobility measured by parent education and childhood OWOB at child age 6 and 10 years. METHODS We analyzed data of 4030 children and parents participating in the Generation R study. We used generalized linear models controlling for potential confounders to determine if social mobility (upward mobility, static-low and static-high based on the change of parent education) was associated with age- and sex-specific standard deviation scores of body mass index (BMI-SDS) or OWOB (the cut-offs of International Obesity Task Force). RESULTS Mean BMI-SDS of the children was 0.23 ± 0.89 and 0.26 ± 1.03 at child age 6 and 10 years, respectively; the prevalence of OWOB increased from 15.2 to 17.4%. Compared with children from mothers in the upward mobility group, children from mothers in the static-high group had lower BMI-SDS and lower odds of OWOB at both ages (all P < 0.001). Compared with children from fathers in the upward mobility group, children from fathers in static-low group had higher BMI-SDS and higher odds of OWOB at both ages (all P < 0.05). CONCLUSIONS Our study contributes to the literature by showing that the behaviors of parents' obtaining a higher level of education after the child was born may be beneficial to attenuate the odds of the child developing overweight in late childhood.
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Affiliation(s)
- Lizi Lin
- Department of Public Health, Erasmus Medical Centre, Rotterdam, The Netherlands.,Department of Maternal and Child Health, School of Public Health, Peking University, Beijing, People's Republic of China
| | - Junwen Yang-Huang
- Department of Public Health, Erasmus Medical Centre, Rotterdam, The Netherlands.,The Generation R Study Group, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Haijun Wang
- Department of Maternal and Child Health, School of Public Health, Peking University, Beijing, People's Republic of China
| | - Susana Santos
- The Generation R Study Group, Erasmus Medical Center, Rotterdam, The Netherlands.,Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Amy van Grieken
- Department of Public Health, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Hein Raat
- Department of Public Health, Erasmus Medical Centre, Rotterdam, The Netherlands
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Barbieri MA, Ferraro AA, Simões VMF, Goldani MZ, Cardoso VC, Moura da Silva AA, Bettiol H. Cohort Profile: The 1978-79 Ribeirao Preto (Brazil) birth cohort study. Int J Epidemiol 2021; 51:27-28g. [PMID: 34564724 DOI: 10.1093/ije/dyab190] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Affiliation(s)
- Marco Antônio Barbieri
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | | | | | - Marcelo Zubaran Goldani
- Department of Pediatrics, Faculty of Medicine, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Viviane Cunha Cardoso
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | | | - Heloisa Bettiol
- Department of Pediatrics, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
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Biskup M, Macek P, Gozdz S, Terek-Derszniak M, Krol H, Kedzierawski P, Zak M. Two-year follow-up cohort study focused on gender-specific associations between socioeconomic status and body weight changes in overweight and obese middle-aged and older adults. BMJ Open 2021; 11:e050127. [PMID: 34330862 PMCID: PMC8327805 DOI: 10.1136/bmjopen-2021-050127] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 07/05/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE As overall spread of obesity in populations is generally acknowledged to result from unhealthy lifestyles rather than individual genetic makeup, this study aimed to gain specific insights into its determinants through assessing the prevalent associations between individual socioeconomic status (SES) and weight loss in overweight and obese men and women. METHODS A prospective, 2-year follow-up study covered 3362 (38.0% men) respondents, aged 43-64 years, body mass index ≥25 kg/m2. Changes in body weight were estimated as a percentage of initial weight. Three categories of changes were defined: gained ≥3%, stable (gained <3% or lost <3%), lost ≥3%. Body weight loss was determined against three categories: lost ≥3 to <5%, lost ≥5 to <10%, lost ≥10%. Select SES variables (ie, gender, age, education, marital status, occupational activity and income) were determined in line with the Health Status Questionnaire. The associations between SES and body weight changes were analysed with the aid of logistic regression models. The results were presented as ORs with 95% CIs. RESULTS Only 18% of the respondents had complied with the medical recommendations on weight loss. Significant differences were encountered between the gender, age and occupational activity variables and the weight loss one. Multifactorial models were used to determine the following gender-specific associations between SES and weight loss. Men with moderate income had significantly higher odds for weight loss (≈75%), as compared with the higher earners, whereas women with low income, occupationally inactive, had significantly higher odds (≈30% and ≈50%, respectively), as compared with the high earners and occupationally active ones. CONCLUSIONS Lower education, male gender, lower income per household, older age and unemployment status were the established factors predisposing to obesity. While aiming to ensure effectiveness of the measures specifically aimed at preventing obesity, population groups deemed most at risk of potential weight gain must prior be identified.
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Affiliation(s)
- Malgorzata Biskup
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
- Department of Rehabilitation, Holycross Cancer Centre, Kielce, Poland
| | - Pawel Macek
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
- Department of Epidemiology and Cancer Control, Holycross Cancer Centre, Kielce, Poland
| | - Stanislaw Gozdz
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
- Clinical Oncology Clinic, Holycross Cancer Centre, Kielce, Poland
| | | | - Halina Krol
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
- Research and Education Department, Holycross Cancer Centre, Kielce, Poland
| | - Piotr Kedzierawski
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
- Radiotherapy Clinic, Holycross Cancer Centre, Kielce, Poland
| | - Marek Zak
- Institute of Health Sciences, Collegium Medicum, Jan Kochanowski University, Kielce, Poland
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Chung GKK, Lai FTT, Chan DC, Wong H, Yeoh EK, Chung RY. Socioeconomic disadvantages over the life-course and their influence on obesity among older Hong Kong Chinese adults. Eur J Public Health 2021; 30:1013-1018. [PMID: 32460329 DOI: 10.1093/eurpub/ckaa072] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The life-course perspective on socioeconomic inequality in health is a burgeoning field of research. Nonetheless, the three classic life-course models (i.e. sensitive period, cumulative risk and social mobility models) have rarely been simultaneously applied to studies on obesity. Therefore, this study examined the associations of socioeconomic positions (SEPs) across life stages and their associated life-course models with both general and abdominal obesity. METHODS Face-to-face interviews were conducted among 1077 community-dwelling adults aged 50 or above during 2014-15 in Hong Kong. Experiences of poverty, educational attainment and deprivation of necessities represented respondents' SEP in childhood, early adulthood and late adulthood, respectively. General and abdominal obesity were defined as body mass index ≥25 kg m-2 and waist-to-height ratio >0.5. Multivariable modified Poisson regression with a robust error variance was performed. RESULTS Respondents with low childhood SEP tended to have reduced risk of general obesity [relative risk (RR) = 0.85; 95% confidence interval (CI) = 0.72-1.00], whereas those with low childhood SEP and low late-adulthood SEP tended to have increased risk of abdominal obesity (RR = 1.10; 95% CI = 1.00-1.21 and RR = 1.14; 95% CI = 1.03-1.26, respectively). Cumulative socioeconomic disadvantages showed a dose-response relationship with abdominal obesity. Also, those with upward socioeconomic mobility had lower risk of abdominal obesity, whereas those with downward socioeconomic mobility had greater risk. CONCLUSIONS Low SEP, especially in childhood, exerted contrasting effects on general and abdominal obesity among older Hong Kong Chinese adults. The three life-course models operated simultaneously in determining the risk of abdominal obesity, while support for cumulative risk and social mobility models was weak in general obesity.
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Affiliation(s)
- Gary K K Chung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Francisco T T Lai
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Dicken C Chan
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Hung Wong
- Department of Social Work, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Eng-Kiong Yeoh
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Roger Y Chung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong
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11
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Intergenerational social mobility and body mass index trajectories - A follow-up study from Finland. SSM Popul Health 2021; 13:100723. [PMID: 33385060 PMCID: PMC7770483 DOI: 10.1016/j.ssmph.2020.100723] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 12/14/2020] [Accepted: 12/15/2020] [Indexed: 01/22/2023] Open
Abstract
Evidence remains unclear on how intergenerational social mobility is associated with body mass index (BMI) and its long-term changes. Our study identified BMI trajectories from middle to older age by intergenerational social mobility groups and stratified the analyses by gender and two birth cohorts (birth years 1940‒1947 and 1950–1962). We used questionnaire-based cohort data that consists of four survey phases: 2000–2002, 2007, 2012, and 2017. In Phase 1, participants were 40–60-year-old employees of the City of Helsinki, Finland. Our analytical sample consisted of 6,971 women and 1,752 men. Intergenerational social mobility was constructed based on self-reported parental and own education—both divided into high and low—yielding four groups: stable high socioeconomic position (SEP) (high-high), upward social mobility (low-high), downward social mobility (high-low), and stable low SEP (low-low). BMI was calculated from self-reported height and weight from all four phases. Using mixed-effects linear regression, we found increasing BMI trajectories in all four social mobility groups until the age of 65. Women and men with stable high SEP had lower BMI trajectories compared to those with stable low SEP. In the younger birth cohort, women with upward social mobility had a lower BMI trajectory than women with stable low SEP. Additionally, women and men with downward social mobility had higher BMI trajectories than those with stable high SEP. In the older birth cohort, however, the BMI trajectories of upward and downward social mobility groups were somewhat similar and settled between the BMI trajectories of stable high and stable low SEP groups. Our results indicate that the associations between intergenerational social mobility and BMI may depend on gender and birth cohort. Nevertheless, to reduce socioeconomic inequalities in unhealthy weight gain, obesity prevention actions that focus on people who are likely to remain in low SEP might be worthwhile. Few studies exist on social mobility and long-term body mass index (BMI) changes. Rising BMI trajectories were found in all social mobility groups. Stable low socioeconomic position (SEP) was related to higher BMI trajectories. Stable high SEP and upward social mobility may protect from excessive weight gain. Social mobility–BMI associations differed by gender and birth cohort.
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12
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Lowry E, Rautio N, Wasenius N, Bond TA, Lahti J, Tzoulaki I, Dehghan A, Heiskala A, Ala-Mursula L, Miettunen J, Eriksson J, Järvelin MR, Sebert S. Early exposure to social disadvantages and later life body mass index beyond genetic predisposition in three generations of Finnish birth cohorts. BMC Public Health 2020; 20:708. [PMID: 32423423 PMCID: PMC7236362 DOI: 10.1186/s12889-020-08763-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 04/22/2020] [Indexed: 12/14/2022] Open
Abstract
Background The study aimed to explore the association between early life and life-course exposure to social disadvantage and later life body mass index (BMI) accounting for genetic predisposition and maternal BMI. Methods We studied participants of Helsinki Birth Cohort Study born in 1934–1944 (HBCS1934–1944, n = 1277) and Northern Finland Birth Cohorts born in 1966 and 1986 (NFBC1966, n = 5807, NFBC1986, n = 6717). Factor analysis produced scores of social disadvantage based on social and economic elements in early life and adulthood/over the life course, and was categorized as high, intermediate and low. BMI was measured at 62 years in HBCS1934–1944, at 46 years in NFBC1966 and at 16 years in NFBC1986. Multivariable linear regression analysis was used to explore associations between social disadvantages and BMI after adjustments for polygenic risk score for BMI (PRS BMI), maternal BMI and sex. Results The association between exposure to high early social disadvantage and increased later life BMI persisted after adjustments (β = 0.79, 95% CI, 0.33, 1.25, p < 0.001) in NFBC1966. In NFBC1986 this association was attenuated by PRS BMI (p = 0.181), and in HBCS1934–1944 there was no association between high early social disadvantage and increased later life BMI (β 0.22, 95% CI –0.91,1.35, p = 0.700). In HBCS1934–1944 and NFBC1966, participants who had reduced their exposure to social disadvantage during the life-course had lower later life BMI than those who had increased their exposure (β − 1.34, [− 2.37,-0.31], p = 0.011; β − 0.46, [− 0.89,-0.03], p = 0.038, respectively). Conclusions High social disadvantage in early life appears to be associated with higher BMI in later life. Reducing exposure to social disadvantage during the life-course may be a potential pathway for obesity reduction.
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Affiliation(s)
- Estelle Lowry
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland.,Biocenter Oulu, University of Oulu, P.O.Box 8000, Fin-90014, Oulu, Finland.,School of Natural and Built Environment, Queen's University Belfast, Elmwood Avenue Belfast, Belfast, BT7 1NN, UK
| | - Nina Rautio
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland. .,Unit of Primary Health Care, Oulu University Hospital, P.O.Box 10, 90029 OYS, Oulu, Finland.
| | - Niko Wasenius
- Folkhälsan Research Center, Haartmanninkatu 8, 00290, Helsinki, Finland.,Department of General Practice and Primary Health Care, University of Helsinki, P.O. Box 20, 00014, Helsinki, Finland
| | - Tom A Bond
- Department of Epidemiology and Biostatistics, Imperial College, London, SW7 2AZ, UK
| | - Jari Lahti
- Department of Psychology and Logopedics, University of Helsinki, P.O.Box 63, 00014, Helsinki, Finland.,Turku Institute for Advanced Studies, University of Turku, FI-20014, Turku, Finland
| | - Ioanna Tzoulaki
- Department of Epidemiology and Biostatistics, Imperial College, London, SW7 2AZ, UK.,Department of Hygiene and Epidemiology, University of Ioannina Medical School, 45110, Ioannina, Greece
| | - Abbas Dehghan
- Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, London, W2 1PG, UK
| | - Anni Heiskala
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland
| | - Leena Ala-Mursula
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland
| | - Jouko Miettunen
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland.,Medical Research Center Oulu, Oulu University Hospital and University of Oulu, P.O. Box 8000, FI-90014, Oulu, Finland
| | - Johan Eriksson
- Folkhälsan Research Center, Haartmanninkatu 8, 00290, Helsinki, Finland.,Department of General Practice and Primary Health Care, University of Helsinki, P.O. Box 20, 00014, Helsinki, Finland.,Department of Obstetrics and Gynecology, National University of Singapore, Yong Loo Lin School of Medicine, Singapore, SG, Singapore.,Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore, Singapore
| | - Marjo-Riitta Järvelin
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland.,Department of Epidemiology and Biostatistics, Imperial College, London, SW7 2AZ, UK
| | - Sylvain Sebert
- Center for Life Course Health Research, University of Oulu, P.O.Box 5000, Fin-90014, Oulu, Finland.,Biocenter Oulu, University of Oulu, P.O.Box 8000, Fin-90014, Oulu, Finland.,Department of Genomics, Imperial College London, London, SW7 2AZ, UK
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Nutrition status in adult Chilean population: economic, ethnic and sex inequalities in a post-transitional country. Public Health Nutr 2020; 23:s39-s50. [PMID: 32131930 DOI: 10.1017/s1368980019004439] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To assess the relationship between malnutrition, socioeconomic status (SES) and ethnicity in Chilean adult population. DESIGN Nationally representative survey (ENS) conducted in 2016-2017. Sociodemographic information, weight, height and hemoglobin (Hb) were measured (2003 ENS). Excess weight was defined as BMI ≥25 kg/m2. Undernutrition included underweight (BMI <18·5 kg/m2), short stature (height <1·49 m in women and <1·62 m in men) or anaemia (Hb <12 g/l). Education and household income level were used as indicators of SES; ethnicity was self-reported. We applied linear combinations of estimators to compare the prevalence of excess weight and undernutrition by SES and ethnicity. SETTING Chile. PARTICIPANTS In total, 5082 adults ≥20 years (64 % women) and 1739 women ≥20 years for anaemia analyses. RESULTS Overall, >75 % of women and men had excess weight. Low SES women either by income or education had higher excess weight ((82·0 (77·1, 86·1) v. 65·0 (54·8, 74·1)) by income; (85·3 (80·6, 89·0) v. 68·2 (61·6, 74·1) %) by education) and short stature (20-49 years; 31(17·9, 48·2) v. 5·2 (2·2,11·4) by education); obesity was also more frequent among indigenous women (20-49 years; 55·8 (44·4, 66·6) v. 37·2 (32·7, 42·0) %) than non-indigenous women. In men, excess weight did not significantly differ by SES or ethnicity, but short stature concentrated in low SES (20-49 years; 47·6 (24·6, 71·6) v. 4·5 (2·1, 9·5) by education) and indigenous men (21·5 (11·9, 5·5, 11·9) v. 8·2 (5·5, 11·9)) (P < 0·05 for all). CONCLUSIONS In Chile, malnutrition is disproportionately concentrated among women of low SES and indigenous origin; these inequalities should be considered when implementing prevention policies.
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Silva FACCD, Bragança MLBM, Bettiol H, Cardoso VC, Barbieri MA, Silva AAMD. Socioeconomic status and cardiovascular risk factors in young adults: a cross-sectional analysis of a Brazilian birth cohort. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2020; 23:e200001. [PMID: 32130390 DOI: 10.1590/1980-549720200001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 01/26/2019] [Indexed: 11/22/2022] Open
Abstract
INTRODUCTION In high-income countries, persons of high socioeconomic status (SES) have a lower cardiovascular risk. However, in middle and low-income countries, the results are controversial. OBJECTIVE To evaluate the association between family income and cardiovascular risk factors in young adults. METHODS A total of 2,063 individuals of a birth cohort initiated in 1978/79 in the city of Ribeirão Preto, Brazil, were evaluated at age of 23/25 years. Cardiovascular risk factors (hypertension, sedentary lifestyle, smoking, low high-density lipoprotein (HDL)-cholesterol, high low-density lipoprotein (LDL)-cholesterol, high fibrinogen, insulin resistance, diabetes, abdominal and total obesity, and metabolic syndrome) were evaluated according to family income. Income was assessed in multiples of the minimum wage. Simple Poisson regression models were used to estimate the prevalence ratios (PR) with robust estimation of the variance. RESULTS High-income women showed lower prevalences of low HDL-cholesterol (PR = 0.47), total obesity (PR = 0.22), abdominal obesity (PR = 0.28), high blood pressure (PR = 0.28), insulin resistance (PR = 0.57), sedentary lifestyle (PR = 0.47), metabolic syndrome (PR = 0.24), and high caloric intake (PR = 0.71) (p < 0.05). High-income men showed lower prevalences of low HDL-cholesterol (PR = 0.73) and sedentarism (PR = 0.81) (p < 0.05). These results may be explained by the fact that high-income women pay more attention to healthy habits and those with the lowest family income are least likely to access health services resources and treatments. CONCLUSION Women were in the final phase of the epidemiologic transition, whereas men were in the middle phase.
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Affiliation(s)
| | | | - Heloisa Bettiol
- Department of Puericulture and Pediatrics, Faculty of Medicine of Ribeirão Preto, Universidade de São Paulo - Ribeirão Preto (SP), Brazil
| | - Viviane Cunha Cardoso
- Department of Puericulture and Pediatrics, Faculty of Medicine of Ribeirão Preto, Universidade de São Paulo - Ribeirão Preto (SP), Brazil
| | - Marco Antonio Barbieri
- Department of Puericulture and Pediatrics, Faculty of Medicine of Ribeirão Preto, Universidade de São Paulo - Ribeirão Preto (SP), Brazil
| | - Antônio Augusto Moura da Silva
- Postgraduation Program of Collective Health, Department of Public Health, Universidade Federal do Maranhão - São Luís (MA), Brazil
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15
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Vieira LS, Bierhals IO, Vaz JDS, Meller FDO, Wehrmeister FC, Assunção MCF. Socioeconomic status throughout life and body mass index: a systematic review and meta-analysis. CAD SAUDE PUBLICA 2019; 35:e00125518. [PMID: 31618383 DOI: 10.1590/0102-311x00125518] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 04/12/2019] [Indexed: 01/27/2023] Open
Abstract
This article aimed to systematically review the association between socioeconomic status according to the life course models and the body mass index (BMI) in adults. A review was performed following the guidelines of the PRISMA. The studies were identified in the MEDLINE/PubMed, LILACS and Web of Science databases. The eligible articles investigated the association between at least one life course model (risk accumulation, critical period or social mobility) and BMI. In order to assess the quality of the selected articles, the NOS checklist was applied to each study. Eleven articles were selected for the systematic review, and seven articles were selected for the meta-analysis. The average score and the median in the NOS checklist were 6.4, within a maximum possible score of 8 points. The most used model was social mobility. Regarding meta-analysis, there was association between lower life course socioeconomic status and BMI among women. BMI mean difference (MD) was higher among those who remained with low socioeconomic status throughout life when compared with those who maintained a high socioeconomic status (MD: 2.17, 95%CI: 1.48; 2.86). Before that, the BMI MD was higher among those with upward mobility, compared with those who maintained a high socioeconomic status throughout life (MD: 1.20, 95%CI: 0.73; 1.68). The risk of overweight was also higher among women who maintained low socioeconomic status (summary RR: 1.70, 95%CI: 1.05; 2.74); however, according to the GRADE, the studies presented very low quality evidence. For men, no association was observed. Having low socioeconomic status sometime during life is associated with higher BMI in adulthood.
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Abstract
AbstractObjective:To describe malnutrition (undernutrition and excess weight) by income, education and race/ethnicity in the Brazilian population.Design:Cross-sectional study.Setting:Brazil.Participants:Children aged <5 years (n 14 580), adolescents aged 11–19 years (n 31 892) and adults aged 20–49 years (n 84 660).Results:Among children, prevalence of excess weight, wasting and stunting was 16·9, 2·8 and 6·0 %, respectively. Differences related to income, education and race/ethnicity were verified, except for prevalence of wasting by education level. Girls and boys presented 18·4 and 20·5 % of excess weight, 2·8 and 3·7 % of underweight and 5·5 and 7·3 % of stunting, respectively. Prevalence of excess weight was lower among poorer, lower-educated (only for boys) and white adolescents, while stunting was lower among higher-income, higher-educated and white adolescents. Over three-quarters of women and almost half of men presented excess weight. Among adults, 3·9 % of women and 1·7 % of men were underweight, and 5·7 % of women and 0·2 % of men presented short stature. Prevalence of excess weight for women was higher among lower education and black, while for men it was higher among higher income and education and white. Short stature was more prevalent among black and mixed-race, low-educated and low-income women. Underweight prevalence was higher among low-educated, black and mixed-race women.Conclusions:In Brazil, the prevalence of excess weight was at least threefold higher than that of undernutrition for children and adolescents and at least sevenfold higher for adults. Social inequalities were observed in the distribution of malnutrition across the lifespan and by gender.
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17
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Madewell ZJ, Blanco E, Burrows R, Lozoff B, Gahagan S. Changes in socio-economic status and lipoproteins in Chilean adolescents: a 16-year longitudinal study. Public Health Nutr 2019; 22:344-353. [PMID: 30472968 PMCID: PMC6351179 DOI: 10.1017/s1368980018003087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Revised: 09/18/2018] [Accepted: 10/02/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVE The present longitudinal study assessed whether changes in socio-economic status (SES) from infancy to adolescence were associated with plasma lipoprotein concentrations in adolescence, of which low HDL-cholesterol (HDL-C) and high LDL-cholesterol (LDL-C), TAG and total cholesterol (TC) concentrations are associated with higher cardiovascular risk. DESIGN SES, assessed using the modified Graffar Index, was calculated at 1, 5, 10 and 16 years. Principal components factor analysis with varimax rotation extracted two orthogonal SES factors, termed 'environmental capital' and 'social capital'. Generalized linear models were used to analyse associations between environmental and social capital at 1 and 16 years and outcomes (HDL-C, LDL-C, TAG, TC) at 16 years, as well as changes in environmental and social capital from 1-5, 5-10, 10-16 and 1-16 years, and outcomes at 16 years. SETTING Santiago, Chile.ParticipantsWe evaluated 665 participants from the Santiago Longitudinal Study enrolled at infancy in Fe-deficiency anaemia studies and examined every 5 years to age 16 years. RESULTS Social capital in infancy was associated with higher HDL-C in adolescence. Environmental capital in adolescence was associated with higher LDL-C and TC during adolescence. Changing environmental capital from 1-16 years was associated with higher LDL-C. Changing environmental capital from 1-5 and 1-16 years was associated with higher TC. CONCLUSIONS Improvements in environmental capital throughout childhood were associated with less healthy LDL-C and TC concentrations in adolescence. We found no evidence of associations between changing environmental capital and HDL-C or TAG, or changing social capital and HDL-C, LDL-C, TAG or TC.
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Affiliation(s)
- Zachary J Madewell
- University of California, San Diego/San Diego State University, PhD Program in Public Health (Epidemiology), 9500 Gilman Drive, La Jolla, CA 92093, CA, USA
| | - Estela Blanco
- University of California, San Diego, Department of Pediatrics, La Jolla, CA, USA
- Universidad de Chile, Doctoral Program in Public Health, School of Public Health, Santiago, Chile
| | - Raquel Burrows
- Universidad de Chile, Instituto de Nutrición y Tecnología de los Alimentos, Santiago, Chile
| | - Betsy Lozoff
- University of Michigan, Center for Human Growth & Development, Ann Arbor, MI, USA
- University of Michigan, Department of Pediatrics and Communicable Diseases, Ann Arbor, MI, USA
| | - Sheila Gahagan
- University of California, San Diego, Department of Pediatrics, La Jolla, CA, USA
- University of Michigan, Center for Human Growth & Development, Ann Arbor, MI, USA
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18
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Pereira JL, Vieira DADS, Alves MCGP, César CLG, Goldbaum M, Fisberg RM. Excess body weight in the city of São Paulo: panorama from 2003 to 2015, associated factors and projection for the next years. BMC Public Health 2018; 18:1332. [PMID: 30509223 PMCID: PMC6276135 DOI: 10.1186/s12889-018-6225-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 11/16/2018] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Excess body weight (EBW: overweight and obesity) has high and rising prevalence in Brazil. Up-to-date information about the distribution and changes in the prevalence of EBW and their associated factors are essential to determine target groups and to identify priority actions. The aim of this study was to investigate the associated factors and to determine the prevalence of overweight and obesity in the adolescent and adult population of the city of São Paulo in the years of 2003, 2008, and 2015, as well as to estimate the prediction for the next years. METHODS Individuals aged 12 years and older from three editions of the Health Survey of São Paulo (ISA-Capital), a cross-sectional population-based survey, carried out in 2003 (n = 2144), 2008 (n = 2599), and 2015 (n = 3939), had their socioeconomic, anthropometric, and lifestyle data collected at households. Individuals were classified according to their age and BMI as: without excess body weight, overweight, or obese. Differences were evaluated through Pearson's Chi-square test and comparison of 95% CI. Generalized ordered logit models were used to evaluate factors associated to overweight/obesity and logistic regression models were used to predict their prevalence for the next years. RESULTS The prevalence (95% CI) of obesity in total population doubled: from 10% (8.0, 12.5) in 2003 to 19.2% (17.8, 20.6) in 2015. The main increase occurred in female adolescents from 2.5% (1.2, 5.3) to 11.2% (8.4, 14.7) and adults, from 9.2% (6.4, 13.1) to 22.3% (20.0, 24.8). Those with higher chance of having EBW were adults, those with higher income, and former smokers. The prevalence of EBW increased 31% from 2003 to 2008, and 126% from 2003 to 2015, when half of the population had EBW. If this pattern does not change, 77% of the population is expected to have EBW by 2030. CONCLUSIONS Our findings present up-to-date information about the distribution of EBW, which increased substantially over a short time and more prominently in specific groups. The factors associated with EBW may provide important information for decision makers and researchers to create or review the existing programs and interventions in order to decrease the trend for the next years.
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Affiliation(s)
- Jaqueline Lopes Pereira
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil
| | | | | | | | - Moisés Goldbaum
- Department of Preventive Medicine, Medical School, University of São Paulo, São Paulo, Brazil
| | - Regina Mara Fisberg
- Department of Nutrition, School of Public Health, University of São Paulo, São Paulo, Brazil
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Wagner KJP, Bastos JLD, Navarro A, Gonzalez-Chica DA, Boing AF. Socioeconomic status in childhood and obesity in adults: a population-based study. Rev Saude Publica 2018; 52:15. [PMID: 29489991 PMCID: PMC5825134 DOI: 10.11606/s1518-8787.2018052000123] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 02/03/2017] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To test whether there is an association between socioeconomic status in childhood and measures of body mass index, waist circumference and the presence of overall and abdominal obesity in adult life. METHODS A cross-sectional analysis of a population-based cohort study, including a sample of adults (22-63 years old) living in Florianópolis, Southern Brazil. The socioeconomic status in childhood was analyzed through the education level of the participant's parents. Height, weight and waist circumference were measured by previously trained interviewers. Linear and logistic regressions with adjustment for confounding factors and stratification of data according to gender were used. RESULTS Of the 1,222 adults evaluated, 20.4% (95%CI 18.1-22.8) presented overall obesity and 24.8% (95%CI 22.4-27.4), abdominal obesity. The body mass index and waist circumference averages among women were, respectively, 1.2 kg/m2 (95%CI -2.3- -0.04) and 2.8 cm (95%CI -5.3- -0.2) lower among those with higher socioeconomic status in childhood. Among men, waist circumference was 3.9 cm (95%CI 1.0-6.8) higher in individuals with higher socioeconomic status in childhood. Regarding obesity, women of higher socioeconomic status in childhood had lower odds of abdominal obesity (OR = 0.56, 95%CI 0.34-0.90), and no such association was observed among men. CONCLUSIONS The socioeconomic status in childhood influences body mass index, waist circumference and obesity in adults, with a difference in the direction of association according to gender. The higher socioeconomic status among men and the lower socioeconomic status among women were associated with higher adiposity indicators.
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Affiliation(s)
| | - João Luiz Dornelles Bastos
- Universidade Federal de Santa Catarina. Programa de Pós-Graduação em Saúde Coletiva. Departamento de Saúde Pública. Florianópolis, SC, Brasil
| | - Albert Navarro
- Universitat Autónoma de Barcelona. Facultat de Medicina. Unitat de Bioestadística. Barcelona, España
| | | | - Antonio Fernando Boing
- Universidade Federal de Santa Catarina. Programa de Pós-Graduação em Saúde Coletiva. Departamento de Saúde Pública. Florianópolis, SC, Brasil
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Lichtveld K, Thomas K, Tulve NS. Chemical and non-chemical stressors affecting childhood obesity: a systematic scoping review. JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY 2018; 28:1-12. [PMID: 28952603 PMCID: PMC6097845 DOI: 10.1038/jes.2017.18] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2016] [Accepted: 07/03/2017] [Indexed: 05/02/2023]
Abstract
Childhood obesity in the United States has doubled over the last three decades and currently affects 17% of children and adolescents. While much research has focused on individual behaviors impacting obesity, little research has emphasized the complex interactions of numerous chemical and non-chemical stressors found in a child's environment and how these interactions affect a child's health and well-being. The objectives of this systematic scoping review were to (1) identify potential chemical stressors in the context of non-chemical stressors that impact childhood obesity; and, (2) summarize our observations for chemical and non-chemical stressors in regards to child-specific environments within a community setting. A review was conducted to identify chemical and non-chemical stressors related to childhood obesity for the childhood life stages ranging from prenatal to adolescence. Stressors were identified and grouped into domains: individual behaviors, family/household behaviors, community stressors, and chemical exposures. Stressors were related to the child and the child's everyday environments and used to characterize child health and well-being. This review suggests that the interactions of chemical and non-chemical stressors are important for understanding a child's overall health and well-being. By considering these relationships, the exposure science research community can better design and implement strategies to reduce childhood obesity.
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Affiliation(s)
- Kim Lichtveld
- ORISE Post-Doctoral Participant, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, Research Triangle Park, NC, USA
- Current Affiliation: Assistant Professor, The University of Findlay, Department of Environmental, Safety and Occupational Health, Findlay, OH
| | - Kent Thomas
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, Research Triangle Park, NC, USA
| | - Nicolle S. Tulve
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, Research Triangle Park, NC, USA
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Lawrence GM, Friedlander Y, Calderon-Margalit R, Enquobahrie DA, Huang JY, Tracy RP, Manor O, Siscovick DS, Hochner H. Associations of social environment, socioeconomic position and social mobility with immune response in young adults: the Jerusalem Perinatal Family Follow-Up Study. BMJ Open 2017; 7:e016949. [PMID: 29273651 PMCID: PMC5778288 DOI: 10.1136/bmjopen-2017-016949] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES Immune response to cytomegalovirus (CMV) impacts adult chronic disease. This study investigates associations of childhood and adulthood social environment, socioeconomic position (SEP) and social mobility with CMV response in young adults. DESIGN Historical prospective study design. SETTING Subcohort of all 17 003 births to residents of Jerusalem between 1974 and 1976. PARTICIPANTS Participants included 1319 young adults born in Jerusalem with extensive archival and follow-up data, including childhood and adulthood SEP-related factors and anti-CMV IgG titre levels and seroprevalence measured at age 32. MAIN EXPOSURE AND OUTCOME MEASURES Principal component analysis was used to transform correlated social environment and SEP-related variables at two time points (childhood and adulthood) into two major scores reflecting household (eg, number of siblings/children, religiosity) and socioeconomic (eg, occupation, education) components. Based on these components, social mobility variables were created. Linear and Poisson regression models were used to investigate associations of components and mobility with anti-CMV IgG titre level and seroprevalence, adjusted for confounders. RESULTS Lower levels of household and socioeconomic components in either childhood or adulthood were associated with higher anti-CMV IgG titre level and seropositivity at age 32. Compared with individuals with stable favourable components, anti-CMV IgG titre level and risk for seropositivity were higher in stable unfavourable household and socioeconomic components (household: β=3.23, P<0.001; relative risk (RR)=1.21, P<0.001; socioeconomic: β=2.20, P=0.001; RR=1.14, P=0.01), downward household mobility (β=4.32, P<0.001; RR=1.26, P<0.001) and upward socioeconomic mobility (β=1.37, P=0.04; RR=1.19, P<0.001). Among seropositive individuals, associations between household components and mobility with anti-CMV IgG titre level were maintained and associations between socioeconomic components and mobility with anti-CMV IgG titre level were attenuated. CONCLUSIONS Our study provides evidence that accumulating low SEP from childhood through adulthood and social mobility may compromise immune response in young adulthood.
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Affiliation(s)
- Gabriella M Lawrence
- Braun School of Public Health, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Yehiel Friedlander
- Braun School of Public Health, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | | | - Daniel A Enquobahrie
- Cardiovascular Health Research Unit, University of Washington, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Jonathan Yinhao Huang
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Institute for Health and Social Policy, McGill University, Montreal, Canada
| | - Russell P Tracy
- Departments of Pathology and Biochemistry, University of Vermont, Burlington, Vermont, USA
| | - Orly Manor
- Braun School of Public Health, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - David S Siscovick
- Institute for Urban Health, New York Academy of Medicine, New York City, New York, USA
| | - Hagit Hochner
- Braun School of Public Health, Hebrew University-Hadassah Medical Center, Jerusalem, Israel
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van der Waal J, Daenekindt S, de Koster W. Statistical challenges in modelling the health consequences of social mobility: the need for diagonal reference models. Int J Public Health 2017; 62:1029-1037. [PMID: 28717828 PMCID: PMC5668329 DOI: 10.1007/s00038-017-1018-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 06/30/2017] [Accepted: 07/10/2017] [Indexed: 11/30/2022] Open
Abstract
Objectives Various studies on the health consequences of socio-economic position address social mobility. They aim to uncover whether health outcomes are affected by: (1) social mobility, besides, (2) social origin, and (3) social destination. Conventional methods do not, however, estimate these three effects separately, which may produce invalid conclusions. We highlight that diagonal reference models (DRMs) overcome this problem, which we illustrate by focusing on overweight/obesity (OWOB). Methods Using conventional methods (logistic-regression analyses with dummy variables) and DRMs, we examine the effects of intergenerational educational mobility on OWOB (BMI ≥ 25 kg/m2) using survey data representative of the Dutch population aged 18–45 (1569 males, 1771 females). Results Conventional methods suggest that mobility effects on OWOB are present. Analyses with DRMs, however, indicate that no such effects exist. Conclusions Conventional analyses of the health consequences of social mobility may produce invalid results. We, therefore, recommend the use of DRMs. DRMs also validly estimate the health consequences of other types of social mobility (e.g. intra- and intergenerational occupational and income mobility) and status inconsistency (e.g. in educational or occupational attainment between partners).
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Affiliation(s)
- Jeroen van der Waal
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, The Netherlands.
| | - Stijn Daenekindt
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Department of Sociology, Ghent University, Ghent, Belgium
| | - Willem de Koster
- Department of Public Administration and Sociology, Erasmus University Rotterdam, Rotterdam, The Netherlands
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Bernardi JR, Goldani MZ, Pinheiro TV, Guimarães LSP, Bettiol H, da Silva AAM, Barbieri MA. Gender and social mobility modify the effect of birth weight on total and central obesity. Nutr J 2017. [PMID: 28651584 PMCID: PMC5485694 DOI: 10.1186/s12937-017-0260-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Little is known about the interaction between gender and low birth weight (LBW) and lifelong social mobility as an explanation of the etiology of obesity. The aim of the present study was to evaluate total and central obesity according to gender, LBW and social mobility, within the context of the epidemiological transition in middle-income countries. We hypothesize that there are more pronounced metabolic consequences of social mobility for women born with LBW. METHODS We used data from a birth cohort study conducted in Ribeirão Preto, São Paulo, Brazil. Data regarding anthropometric measurements, schooling and smoking status were collected at 23-25 years of age. Social mobility was determined based on maternal and adult offspring schooling and categorized as Low-Low, Low-High and High-High. Analysis of covariance was performed to assess the association between social mobility and body mass index (BMI) or waist circumference (WC) in adulthood, stratified by LBW and gender. RESULTS Data on 6827 singleton pregnancies were collected at birth in 1978/79 and a sample was followed up in 2002/04. A total of 2063 subjects were included in the study. Mean age was 23.9 ± 0.7 years, 51.8% (n = 1068) were female and the LBW was 6.2% (n = 128). There was a triple interaction between social mobility, LBW and gender. Among women born without LBW, BMI and WC were higher in the Low-Low group compared to High-High schooling group. Among LBW women, BMI and WC were higher in the Low-Low group compared to the Low-High group. CONCLUSIONS Women born with LBW belonging to the low schooling group in early adulthood had high BMI and WC, compared to the Low-High social mobility group.
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Affiliation(s)
- Juliana Rombaldi Bernardi
- Departamento de Nutrição, Universidade Federal do Rio Grande do Sul, Av. Jerônimo de Ornelas, 721 - Santana, 90040-341, Porto Alegre, Rio Grande do Sul, Brazil. .,Departamento de Medicina, Programa de Pós-Graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2400, Santana, 90035-003, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Marcelo Zubaran Goldani
- Departamento de Medicina, Programa de Pós-Graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2400, Santana, 90035-003, Porto Alegre, Rio Grande do Sul, Brazil
| | - Tanara Vogel Pinheiro
- Departamento de Medicina, Programa de Pós-Graduação em Saúde da Criança e do Adolescente, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2400, Santana, 90035-003, Porto Alegre, Rio Grande do Sul, Brazil
| | - Luciano Santos Pinto Guimarães
- Unidade de Bioestatística, Grupo de Pesquisa e Pós-graduação, Hospital de Clínicas de Porto Alegre, Rua Ramiro Barcelos, 2350, Santa Cecilia, 90035-903, Porto Alegre, Rio Grande do Sul, Brazil
| | - Heloisa Bettiol
- Departamento de Puericultura e Pediatria, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Av. Bandeirantes, 3900 - Monte Alegre, Ribeirão Preto, São Paulo, 14049-900, Brazil
| | - Antônio Augusto Moura da Silva
- Departamento de Saúde Pública, Universidade Federal do Maranhão, Av. dos Portugueses, 1966 - Vila Bacanga, MA, 65085-580, São Luís, Maranhão, Brazil
| | - Marco Antônio Barbieri
- Departamento de Puericultura e Pediatria, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Av. Bandeirantes, 3900 - Monte Alegre, Ribeirão Preto, São Paulo, 14049-900, Brazil
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Newton S, Braithwaite D, Akinyemiju TF. Socio-economic status over the life course and obesity: Systematic review and meta-analysis. PLoS One 2017; 12:e0177151. [PMID: 28510579 PMCID: PMC5433719 DOI: 10.1371/journal.pone.0177151] [Citation(s) in RCA: 210] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 04/24/2017] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND The purpose of this review was to summarize the published literature on the association of childhood, adulthood and life course socio-economic status (SES) with obesity between January 1990 and June 2015. METHODS The major medical electronic databases were searched to identify studies that examined SES over the life-course in relation to obesity. A total of 219 studies were identified through the initial search, and 35 qualified for full review. Of these, 14 publications met our inclusion criteria for the meta-analysis, all from developed or upper-middle income countries. RESULTS There was a consistent association between lower life course SES and obesity among women (summary OR: 1.35, 95% CI: 1.04, 1.76), but not among men (summary OR: 0.92, 95% CI: 0.60, 1.40). Overall, mean BMI was higher among individuals with lower life course SES compared with those with higher life course SES (summary mean BMI difference: 0.65, 95% CI: 0.59, 0.71). Mean waist circumference (WC) was higher among women with lower life course SES compared with those with higher life course SES (summary mean WC: 4.67, 95% CI: 4.15, 5.20), but lower among men (summary mean WC difference: -0.10, 95% CI: -0.11, -0.08). CONCLUSION The inverse relationship between life course SES and obesity among women was consistent, based mostly on studies in developed countries. Nevertheless, critical information gaps remain in relation to the impact of childhood and life course SES on obesity in developing countries.
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Affiliation(s)
- Suzy Newton
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
| | - Dejana Braithwaite
- Division of Cancer Epidemiology, Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Tomi F. Akinyemiju
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
- Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
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Socio-economic life course and obesity among adults in Florianopolis, southern Brazil. GACETA SANITARIA 2017; 32:244-250. [PMID: 28364961 DOI: 10.1016/j.gaceta.2017.01.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Revised: 01/10/2017] [Accepted: 01/16/2017] [Indexed: 01/28/2023]
Abstract
OBJECTIVE To estimate the association between socio-economic life course and body mass index (BMI), waist circumference (WC) and general and abdominal obesity in adults. METHODS A cross-sectional analysis of a population-based cohort study of 1,222 adults (aged 22-63) from Florianopolis, southern Brazil. The socio-economic life course was analysed using the educational level of participants and their parents. Height, weight and WC were measured by specially trained staff. Linear and logistic regressions were used with adjustment for confounding factors, and data were stratified according to sex. RESULTS Mean BMI and WC were about 2kg/m2 (95% CI: -3.3 to -0.7) and 6cm (95% CI: -9.7 to -2.9) lower in women with a high socio-economic position, while the association was reversed in men with a high socio-economic position, with WC being about 4cm higher (95% CI: 0.1 to 7.5). In addition, women who had always been in a high socio-economic position were less likely to have abdominal obesity (OR: 0.38; 95% CI: 0.20 to 0.76) while no such association was found in men. CONCLUSION Socio-economic life course influences BMI, WC and obesity, with differences between males and females, thereby indicating that public policies that contemplate a socio-economic life course approach can be effective for controlling obesity.
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Izquierdo-Gomez R, Marques A. Socioeconomic indicators, obesity, and physical fitness in south Brazilian adolescents with Down syndrome. INTERNATIONAL JOURNAL OF DEVELOPMENTAL DISABILITIES 2017; 64:255-261. [PMID: 34141313 PMCID: PMC8115495 DOI: 10.1080/20473869.2017.1295010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Objectives: The aim was to examine the association of potential socioeconomic indicators with obesity and physical fitness components in south Brazilian adolescents with Down syndrome. Methods: This study comprised a total of 1249 (669 boys) adolescents with Down syndrome aged 10 to 20 with complete baseline data. Socioeconomic indicators were assessed by a proxy-report questionnaire. Body mass index and physical fitness were assessed using a PROES-BR health-related fitness test battery. Results: Socioeconomic status is not associated with body mass index in adolescents with Down syndrome. In addition, two of five physical fitness variables were associated with groups of family income and paternal education level in boys, while one of five physical fitness variables were associated with groups of paternal and maternal education level in girls. Conclusion: Our results suggest that socioeconomic indicators are associated with some components of physical fitness in Brazilian adolescents with Down syndrome. These associations depend on the socioeconomic status and physical fitness components in boys and girls.
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Affiliation(s)
- Rocio Izquierdo-Gomez
- Faculty of Science Education, Universidad Central de Chile, Santiago, Chile
- Department of Physical Education, Sport and Human Movement, Autonomous University of Madrid, Madrid, Spain
| | - Alexandre Marques
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
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Na-Ek N, Demakakos P. Social mobility and inflammatory and metabolic markers at older ages: the English Longitudinal Study of Ageing. J Epidemiol Community Health 2016; 71:253-260. [DOI: 10.1136/jech-2016-207394] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 07/28/2016] [Accepted: 08/26/2016] [Indexed: 11/03/2022]
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Savitsky B, Manor O, Friedlander Y, Burger A, Lawrence G, Calderon-Margalit R, Siscovick DS, Enquobahrie DA, Williams MA, Hochner H. Associations of socioeconomic position in childhood and young adulthood with cardiometabolic risk factors: the Jerusalem Perinatal Family Follow-Up Study. J Epidemiol Community Health 2016; 71:43-51. [PMID: 27417428 DOI: 10.1136/jech-2014-204323] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 11/30/2015] [Accepted: 06/29/2016] [Indexed: 12/14/2022]
Abstract
BACKGROUND Several stages in the life course have been identified as important to the development of cardiovascular disease. This study aimed to assess the associations of childhood and adulthood socioeconomic position (SEP) and social mobility with cardiometabolic risk factors (CMRs) later in life. METHODS We conducted follow-up examinations of 1132 offspring, aged 32, within a population-based cohort of all births in Jerusalem from 1974 to 1976. SEP was indicated by parents' occupation and education, and adulthood SEP was based on offspring's occupation and education recorded at age 32. Linear regression models were used to investigate the associations of SEP and social mobility with CMRs. RESULTS Childhood-occupational SEP was negatively associated with body mass index (BMI; β=-0.29, p=0.031), fat percentage (fat%; β=-0.58, p=0.005), insulin (β=-0.01, p=0.031), triglycerides (β=-0.02, p=0.024) and low-density lipoprotein cholesterol (LDL-C; β=-1.91, p=0.015), independent of adulthood SEP. Adulthood-occupational SEP was negatively associated with waist-to-hip ratio (WHR; β=-0.01, p=0.002), and positively with high-density lipoprotein cholesterol (HDL-C; β=0.87, p=0.030). Results remained similar after adjustment for smoking and inactivity. Childhood-educational SEP was associated with decreased WHR and LDL-C level (p=0.0002), and adulthood-educational SEP was inversely associated with BMI (p=0.001), waist circumference (p=0.008), WHR (p=0.001) and fat% (p=0.0002) and positively associated with HDL-C (p=0.030). Additionally, social mobility (mainly upward) was shown to have adverse cardiometabolic outcomes. CONCLUSIONS Both childhood and adulthood SEP contribute independently to CMR. The match-mismatch hypothesis may explain the elevated CMRs among participants experiencing social mobility. Identification of life-course SEP-related aspects that translate into social inequality in cardiovascular risk may facilitate efforts for improving health and for reducing disparities in cardiovascular disease.
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Affiliation(s)
- B Savitsky
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - O Manor
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - Y Friedlander
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - A Burger
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - G Lawrence
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - R Calderon-Margalit
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
| | - D S Siscovick
- Cardiovascular Health Research Unit, Department of Medicine and Epidemiology, University of Washington, Seattle, Washington, USA
| | - D A Enquobahrie
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, USA
| | - M A Williams
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA
| | - H Hochner
- The Braun School of Public Health, The Hebrew University-Hadassah Medical Center, Jerusalem, Israel
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Kim S, Macaskill P, Baur LA, Hodson EM, Daylight J, Williams R, Kearns R, Vukasin N, Lyle DM, Craig JC. The differential effect of socio-economic status, birth weight and gender on body mass index in Australian Aboriginal Children. Int J Obes (Lond) 2016; 40:1089-95. [PMID: 27121249 DOI: 10.1038/ijo.2016.71] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 04/04/2016] [Accepted: 04/18/2016] [Indexed: 11/10/2022]
Abstract
BACKGROUND Adult Aboriginal Australians have 1.5-fold higher risk of obesity, but the trajectory of body mass index (BMI) through childhood and adolescence and the contribution of socio-economic factors remain unclear. Our objective was to determine the changes in BMI in Australian Aboriginal children relative to non-Aboriginal children as they move through adolescence into young adulthood, and to identify risk factors for higher BMI. METHODS A prospective cohort study of Aboriginal and non-Aboriginal school children commenced in 2002 across 15 different screening areas across urban, regional and remote New South Wales, Australia. Socio-economic status was recorded at study enrolment and participants' BMI was measured every 2 years. We fitted a series of mixed linear regression models adjusting for age, birth weight and socio-economic status for boys and girls. RESULTS In all, 3418 (1949 Aboriginal) participants were screened over a total of 11 387 participant years of follow-up. The prevalence of obesity was higher among Aboriginal children from mean age 11 years at baseline (11.6 vs 7.6%) to 16 years at 8 years follow-up (18.6 vs 12.3%). The mean BMI increased with age and was significantly higher among Aboriginal girls compared with non-Aboriginal girls (P<0.01). Girls born of low birth weight had a lower BMI than girls born of normal birth weight (P<0.001). Socio-economic status and low birth weight had a differential effect on BMI for Aboriginal boys compared with non-Aboriginal boys (P for interaction=0.01). Aboriginal boys of highest socio-economic status, unlike those of lower socio-economic status, had a higher BMI compared with non-Aboriginal boys. Non-Aboriginal boys of low birth weight were heavier than Aboriginal boys. CONCLUSIONS Socio-economic status and birth weight have differential effects on BMI among Aboriginal boys, and Aboriginal girls had a higher mean BMI than non-Aboriginal girls through childhood and adolescence. Intervention programs need to recognise the differential risk for obesity for Aboriginal and non-Aboriginal boys and girls to maximise their impact.
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Affiliation(s)
- S Kim
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Sydney School of Public Health, University of Sydney, Camperdown, New South Wales, Australia
- Discipline of Paediatrics and Child Health, Sydney Medical School, University of Sydney, Camperdown, New South Wales, Australia
| | - P Macaskill
- Sydney School of Public Health, University of Sydney, Camperdown, New South Wales, Australia
| | - L A Baur
- Sydney School of Public Health, University of Sydney, Camperdown, New South Wales, Australia
- Discipline of Paediatrics and Child Health, Sydney Medical School, University of Sydney, Camperdown, New South Wales, Australia
| | - E M Hodson
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Sydney School of Public Health, University of Sydney, Camperdown, New South Wales, Australia
| | - J Daylight
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - R Williams
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - R Kearns
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - N Vukasin
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - D M Lyle
- Department of Rural Health, University of Sydney, Camperdown, New South Wales, Australia
| | - J C Craig
- Centre for Kidney Research, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
- Sydney School of Public Health, University of Sydney, Camperdown, New South Wales, Australia
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Cohen AK, Lê-Scherban F. Invited Commentary: Multigenerational Social Determinants of Health—Opportunities and Challenges. Am J Epidemiol 2015; 182:579-82. [PMID: 26283087 DOI: 10.1093/aje/kwv145] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 05/07/2015] [Indexed: 11/13/2022] Open
Abstract
An emerging area of social epidemiology examines the relationship between grandparental education and grandchild health. In an accompanying article, Huang et al. (Am J Epidemiol. 2015;182(7):568-578) join the small but growing body of research on this topic. It is useful to contextualize Huang et al.'s work within the much larger body of research examining relationships between education and health within a single generation or across 2 generations. These investigators have generally concluded that higher educational attainment is robustly associated with better health. There are many potential mechanisms through which education and other social exposures may affect health outcomes in a single generation or across generations, and estimating direct and indirect effects can be helpful for assessing specific mechanisms. Researchers conducting multigenerational analyses are faced with several challenges, including limited availability of data for some measures (e.g., educational attainment, and sometimes for 1 grandparent only), limited age ranges of participants, disparate social and political contexts in which study participants of different generations have lived, and patterns of social class reproduction. We encourage future researchers to weave together the careful analytical considerations illustrated by Huang et al. with a rich understanding of the social context for each of the generations studied to help overcome these challenges and advance our understanding of multigenerational social determinants of health.
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Bernardi JR, Pinheiro TV, Mueller NT, Goldani HAS, Gutierrez MRP, Bettiol H, Moura da Silva AA, Barbieri MA, Goldani MZ. Cesarean delivery and metabolic risk factors in young adults: a Brazilian birth cohort study. Am J Clin Nutr 2015; 102:295-301. [PMID: 26085513 PMCID: PMC6546227 DOI: 10.3945/ajcn.114.105205] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 05/13/2015] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Cesarean delivery (CD) perturbs the assembly of the neonatal gut microbiome and has been associated with child and adult obesity. However, it is still unknown whether CD is associated with metabolic risk factors in young adults. OBJECTIVE We investigated the association of CD and metabolic risk factors in young adults in a cohort study who were 23-25 y of age at follow-up. DESIGN We used data from a cohort study in Ribeirão Preto, Brazil. Baseline data on 6827 singleton pregnancies were collected in 1978-1979, and a sample of 2063 subjects were followed up 23-25 y later (2002-2004). Information on the type of delivery, birth weight, maternal age, parity, maternal schooling, and maternal smoking was obtained after birth. Anthropometric data, biochemical measurements, and information on participant schooling and smoking history were collected at 23-25 y of age. A linear regression was performed to assess the association between CD and biochemical measurements in early adulthood, controlling for a minimum set of confounders that were identified in a directed acyclic graph. RESULTS The mean ± SD age of the subjects was 23.9 ± 0.71 y, and 51.8% of the sample were women. The CD rate was 32.0% and was more common in older (P < 0.001) and more educated mothers (P < 0.001). Compared with vaginal delivery, CD was associated with higher body mass index (BMI) after multivariable adjustment (P < 0.001) but not with glucose, homeostasis model assessment of insulin resistance, the quantitative insulin-sensitivity check index, total cholesterol, LDL cholesterol, HDL cholesterol, or triglycerides (all P > 0.05). CONCLUSION In our sample of Brazilian adults, CD was associated with higher BMI but not with other metabolic risk factors.
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Affiliation(s)
- Juliana Rombaldi Bernardi
- Biological and Health Sciences Center, University of Caxias do Sul, Caxias do Sul, Brazil; Department of Pediatrics, Porto Alegre Clinical Hospital, Faculty of Medicine, University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Tanara Vogel Pinheiro
- Department of Pediatrics, Porto Alegre Clinical Hospital, Faculty of Medicine, University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Helena Ayako Sueno Goldani
- Department of Pediatrics, Porto Alegre Clinical Hospital, Faculty of Medicine, University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Heloisa Bettiol
- Department of Pediatrics, Faculty of Medicine of Ribeirao Preto, University of Sao Paulo, Ribeirão Preto, Brazil; and
| | | | - Marco Antônio Barbieri
- Department of Pediatrics, Faculty of Medicine of Ribeirao Preto, University of Sao Paulo, Ribeirão Preto, Brazil; and
| | - Marcelo Zubaran Goldani
- Department of Pediatrics, Porto Alegre Clinical Hospital, Faculty of Medicine, University of Rio Grande do Sul, Porto Alegre, Brazil;
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Abstract
OBJECTIVE Little is known about the contribution of childhood socio-economic position (SEP) and social mobility to weight change. The present study evaluated the effect of family SEP during the pre-school years and social mobility on BMI between birth and adolescence. DESIGN Longitudinal. The SEP of each child's family was classified according to an asset-based wealth index as low, medium or high. Four different categories of childhood-adolescence SEP groups were created in order to examine social mobility: low-medium/high, medium-medium, medium-high and high-high/medium. For each of these categories, BMI was tracked from birth to adolescence. Linear mixed-effects models were used to analyse the data. SETTING Cuiabá-MT, Brazil. SUBJECTS A population-based cohort of children born between 1994 and 1999 was assessed between 1999 and 2000, and again between 2009 and 2011. RESULTS A total of 1716 adolescents were followed from childhood to adolescence (71·4 % of baseline). The prevalence of overweight/obesity was 20·4 % in childhood and 27·7 % in adolescence. A higher SEP in childhood was associated with a greater prevalence of overweight in adolescence. Expressive upward social mobility occurred, mainly in the lowest SEP group. There was a greater rate of change in BMI between birth and adolescence among children with a higher SEP in childhood and children who remained in the higher SEP from childhood to adolescence. CONCLUSION Individuals from a higher SEP in childhood and those who remained in the higher social classes showed greater rate of change in BMI. Thus, initial SEP was the major determinant of changes in BMI.
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Starkey L, Revenson TA. Early changes in socioeconomic status do not predict changes in body mass in the first decade of life. Ann Behav Med 2014; 49:212-20. [PMID: 25169848 DOI: 10.1007/s12160-014-9648-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Many studies link childhood socioeconomic status (SES) to body mass index (BMI), but few account for the impact of socioeconomic mobility throughout the lifespan. PURPOSE This study aims to investigate the impact of socioeconomic mobility on changes in BMI in childhood. Analyses tested whether [1] socioeconomic status influences BMI, [2] changes in socioeconomic status impact changes in BMI, and [3] timing of socioeconomic status mobility impacts BMI. METHODS Secondary data spanning birth to age 9 were analyzed. SES and BMI were investigated with gender, birth weight, maternal race/ethnicity, and maternal nativity as covariates. Autoregressive structural equation modeling and latent growth modeling were used. RESULTS Socioeconomic status in the first year of life predicted body mass index. Child covariates were consistently associated with body mass index. Rate of change in socioeconomic status did not predict change in body mass index. CONCLUSIONS The findings suggest that early socioeconomic status may most influence body mass in later childhood.
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Affiliation(s)
- Leighann Starkey
- The Graduate Center, City University of New York, New York, USA,
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Socioeconomic status. The relationship with health and autoimmune diseases. Autoimmun Rev 2014; 13:641-54. [PMID: 24418307 DOI: 10.1016/j.autrev.2013.12.002] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2013] [Accepted: 12/24/2013] [Indexed: 12/15/2022]
Abstract
Socioeconomic status (SES) is a hierarchical social classification associated with different outcomes in health and disease. The most important factors influencing SES are income, educational level, occupational class, social class, and ancestry. These factors are closely related to each other as they present certain dependent interactions. Since there is a need to improve the understanding of the concept of SES and the ways it affects health and disease, we review herein the tools currently available to evaluate SES and its relationship with health and autoimmune diseases.
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Hackenhaar ML, Sichieri R, Muraro AP, Silva RMVGD, Ferreira MG. Mobilidade social, estilo de vida e índice de massa corporal de adolescentes. Rev Saude Publica 2013; 47:942-51. [DOI: 10.1590/s0034-8910.2013047004690] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Accepted: 07/01/2013] [Indexed: 11/22/2022] Open
Abstract
OBJETIVO Analisar a associação entre mobilidade social, estilo de vida e índice de massa corporal de adolescentes. MÉTODOS Estudo de coorte com 1.716 adolescentes de dez a 17 anos de idade, de ambos os sexos. Os adolescentes eram participantes de um estudo de coorte e nasceram entre 1994 e 1999. Os adolescentes foram avaliados em escolas públicas e privadas entre 2009 e 2011. O estilo de vida foi avaliado por meio de entrevista e a antropometria foi utilizada para o cálculo do índice de massa corporal. Para a classificação econômica na infância e na adolescência foram utilizados critérios preconizados pela Associação Brasileira de Empresas de Pesquisa. Mobilidade social ascendente foi considerada como aumento em pelo menos uma classe econômica no período de dez anos. Utilizou-se regressão de Poisson para estimar a associação entre a mobilidade social ascendente e os desfechos avaliados. RESULTADOS Dos adolescentes (71,4% de seguimento da coorte), 60,6% apresentaram mobilidade social ascendente. Destes, 93,6% pertenciam à classe econômica D e 99,9% à E. Maior prevalência de ascensão social foi observada para escolares de cor da pele preta (71,4%) e parda (61,9%), matriculados na escola pública (64,3%) e cujas mães apresentaram menor escolaridade na primeira avaliação (67,2%) e na reavaliação (68,7%). A mobilidade social ascendente mostrou-se associada apenas aos comportamentos sedentários (p = 0,02) após ajuste para variáveis de confusão. A classe econômica na infância mostrou-se mais associada aos desfechos avaliados do que a mobilidade social ascendente. CONCLUSÕES A mobilidade social ascendente não mostrou associação com a maioria dos desfechos avaliados, possivelmente por ter sido discreta e porque o período considerado no estudo pode não ter sido suficiente para refletir mudanças substanciais no estilo de vida e no índice de massa corporal dos adolescentes.
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da Silva-Hamu TCD, Formiga CKMR, Gervásio FM, Ribeiro DM, Christofoletti G, de França Barros J. The impact of obesity in the kinematic parameters of gait in young women. Int J Gen Med 2013; 6:507-13. [PMID: 23837005 PMCID: PMC3699163 DOI: 10.2147/ijgm.s44768] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Background The prevalence of obesity is increasing in the population, particularly in women. Obesity has an impact on the musculoskeletal system, leading to knee and ankle overexertion, difficulty with balance, and functional disability. The aim of this study was to identify changes in kinematic parameters of gait in obese young women. Methods A case-control study with 24 obese women (mean age 35.20 ± 9.9 years and mean body mass index of 31.85 ± 2.94 kg/m2) and 24 eutrophic women (mean age of 36.33 ± 11.14 and mean body mass index of 21.82 ± 1.58 kg/m2). The gait of women was evaluated by the system Vicon Motus® 9.2. The linear parameters of speed, cadence, right and left step, and stride lengths were studied, as well as the angular parameters of knee and ankle. Results There was a decrease in linear gait parameters (P < 0.001), speed, cadence, right and left step, and stride lengths. In regard to the angular parameters of the knee and ankle, there were also differences between the analyses (P < 0.001). At the knee joint, obese women have delayed onset of the second wave of flexion, exacerbating such movement in order to compensate. In regard to the ankle, both groups showed curves of normal plantar flexion and dorsiflexion, but there was a delay in the path graph in the ankle of obese women indicating a reduced range of motion and possible over-exertion of the pretibial muscles and soleus muscles simultaneously. Conclusion The results of this study revealed that obesity is a factor that negatively influences the kinematic parameters of gait of young women.
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