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Zuniga-Chaves I, Eggers S, Kates AE, Safdar N, Suen G, Malecki KMC. Neighborhood socioeconomic status is associated with low diversity gut microbiomes and multi-drug resistant microorganism colonization. NPJ Biofilms Microbiomes 2023; 9:61. [PMID: 37640705 PMCID: PMC10462741 DOI: 10.1038/s41522-023-00430-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 08/18/2023] [Indexed: 08/31/2023] Open
Abstract
Social disparities continue to limit universal access to health care, directly impacting both lifespan and quality of life. Concomitantly, the gut microbiome has been associated with downstream health outcomes including the global rise in antibiotic resistance. However, limited evidence exists examining socioeconomic status (SES) associations with gut microbiome composition. To address this, we collected information on the community-level SES, gut microbiota, and other individual cofactors including colonization by multidrug-resistant organisms (MDROs) in an adult cohort from Wisconsin, USA. We found an association between SES and microbial composition that is mediated by food insecurity. Additionally, we observed a higher prevalence of MDROs isolated from individuals with low diversity microbiomes and low neighborhood SES. Our integrated population-based study considers how the interplay of several social and economic factors combine to influence gut microbial composition while providing a framework for developing future interventions to help mitigate the SES health gap.
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Affiliation(s)
- Ibrahim Zuniga-Chaves
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, WI, USA
| | - Shoshannah Eggers
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Ashley E Kates
- Division of Infectious Disease, Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Nasia Safdar
- Division of Infectious Disease, Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Garret Suen
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA.
| | - Kristen M C Malecki
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
- Environmental and Occupational Health Sciences, School of Public Health, University of Chicago Illinois, IL, Chicago, USA.
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2
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Cleveland JC, Espinoza J, Holzhausen EA, Goran MI, Alderete TL. The impact of social determinants of health on obesity and diabetes disparities among Latino communities in Southern California. BMC Public Health 2023; 23:37. [PMID: 36609302 PMCID: PMC9817265 DOI: 10.1186/s12889-022-14868-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 12/14/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Social determinants of health (SDoH) describe the complex network of circumstances that impact an individual before birth and across the lifespan. SDoH contextualize factors in a community that are associated with chronic disease risk and certain health disparities. The main objective of this study was to explore the impact of SDoH on the prevalence of obesity and diabetes, and whether these factors explain disparities in these health outcomes among Latinos in Southern California. METHODS We utilized three composite indices that encompass different SDoH: the Healthy Places Index (HPI), Social Vulnerability Index (SVI), and CalEnviroScreen (CES). Univariate linear regression models explored the associations between index scores with adult obesity, adult diabetes, and childhood obesity. RESULTS Communities with lower HPI scores were associated with higher prevalence of metabolic disease and a greater proportion of Latino residents. Cities in the lowest decile of HPI scores had 71% of the population identifying as Latino compared to 12% in the highest decile. HPI scores explained 61% of the variability in adult obesity (p < 0.001), 41% of the variability in childhood obesity (p < 0.001), and 47% of the variability in adult diabetes (p < 0.001). Similar results were observed when examining SVI and CES with these health outcomes. CONCLUSIONS These results suggest that Latinos in Southern California live in communities with adverse SDoH and face a greater burden of adult obesity, diabetes, and childhood obesity.
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Affiliation(s)
- Joseph C Cleveland
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA
| | - Juan Espinoza
- Department of Pediatrics, The Saban Research Institute, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, USA
| | | | - Michael I Goran
- Department of Pediatrics, The Saban Research Institute, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, USA
| | - Tanya L Alderete
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA.
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3
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Anderson CE, Whaley SE, Goran MI. Lactose-reduced infant formula with corn syrup solids and obesity risk among participants in the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC). Am J Clin Nutr 2022; 116:1002-1009. [PMID: 35998087 PMCID: PMC10157812 DOI: 10.1093/ajcn/nqac173] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 06/09/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC), a federal nutrition assistance program supporting low-income families, serves half of United States-born infants, most of whom are issued infant formula by age 2 mo. Obesity prevalence is high among children of low-income households, particularly formula-fed children. OBJECTIVES This study was conducted to determine whether glucose-based lactose-reduced infant formula made with corn syrup solids (CSSF) is associated with increased obesity risk compared with non-CSSFs that are lactose based. DESIGN WIC administrative data on infant formula issuance and child weights and lengths were collected prospectively in Southern California between 2012 and 2020. Included children stopped breastfeeding by 3 mo, were issued cow's milk-based formula through 12 mo, and were enrolled through the final year of WIC eligibility at age 4 y ( n = 15,246). CSSF issuance was assessed continuously (range 0-13 mo) and dichotomously (any, none). Poisson and linear risk regression with robust SE estimates generated risk ratios (RRs), risk differences, and CIs for child obesity [BMI for age (in kg/m 2) ≥95th percentile]. RESULTS Any CSSF was issued to 23% of children, and 25% were obese at age 4 y. Children with any CSSF issuance had 10% higher obesity risk (RR: 1.10; 95% CI: 1.02, 1.20) than children with no CSSF issuance at age 2 y. Associations remained significant through age 4 y (RR: 1.07; 95% CI: 1.01,1.14), independent of maternal weight status, total formula issued and breastfeeding duration, and were not modified by child race or sex. Obesity risk increased with additional mo of CSSF exposure, reaching 16% higher risk (RR: 1.16; 95% CI: 1.05, 1.28) at age 2 y for children with 12 mo of CSSF. CONCLUSIONS CSSF issuance is associated with increased obesity risk in the first 5 y life in a dose dependent manner, independently of maternal weight status, breastfeeding duration, and total formula issuance.
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Affiliation(s)
- Christopher E Anderson
- Division of Research and Evaluation, Public Health Foundation Enterprises (PHFE) WIC, a program of Heluna Health, Irwindale, CA, USA
| | - Shannon E Whaley
- Division of Research and Evaluation, Public Health Foundation Enterprises (PHFE) WIC, a program of Heluna Health, Irwindale, CA, USA
| | - Michael I Goran
- Department of Pediatrics, Children's Hospital Los Angeles, University of Southern California, Los Angeles, CA, USA
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What Are the Relationships between Psychosocial Community Characteristics and Dietary Behaviors in a Racially/Ethnically Diverse Urban Population in Los Angeles County? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189868. [PMID: 34574791 PMCID: PMC8468734 DOI: 10.3390/ijerph18189868] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/22/2021] [Accepted: 09/14/2021] [Indexed: 11/17/2022]
Abstract
To address existing gaps in public health practice, we used data from a 2014 internet panel survey of 954 Los Angeles County adults to investigate the relationships between psychosocial community characteristics (PCCs) and two key chronic disease-related dietary behaviors: fruit and vegetable (F+V) and soda consumption. Negative binomial regression models estimated the associations between 'neighborhood risks and resources' and 'sense of community' factors for each dietary outcome of interest. While high perceived neighborhood violence (p < 0.001) and perceived community-level collective efficacy (p < 0.001) were associated with higher F+V consumption, no PCCs were directly associated with soda consumption overall. However, moderation analyses by race/ethnicity showed a more varied pattern. High perceived violence was associated with lower F+V consumption among White and Asian/Native Hawaiian/Other Pacific Islander (ANHOPI) groups (p < 0.01). Inadequate park access and walking as the primary mode of transportation to the grocery store were associated with higher soda consumption among the ANHOPI group only (p < 0.05). Study findings suggest that current and future chronic disease prevention efforts should consider how social and psychological dynamics of communities influence dietary behaviors, especially among racially/ethnically diverse groups in urban settings. Intervention design and implementation planning could benefit from and be optimized based on these considerations.
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5
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Madlala SS, Hill J, Kunneke E, Faber M. Adult food choices in association with the local retail food environment and food access in resource-poor communities: a scoping review protocol. BMJ Open 2021; 11:e044904. [PMID: 34404696 PMCID: PMC8372818 DOI: 10.1136/bmjopen-2020-044904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION The local retail food environment influences dietary patterns and food choices, as suggested in the literature. The lack of access to healthy food within this environment may result in unhealthy food choices which may lead to obesity and the development of non-communicable diseases. Evidence suggests that resource-poor communities may have unhealthy food environments, therefore, preventing residents from making healthy food choices. A systematic scoping review will be conducted to provide an overview of the evidence on adult food choices in association with the local retail food environment and food access in resource-poor communities. METHODS AND ANALYSIS This protocol for the scoping review was developed following the Preferred Reporting Items for Systematic reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines and the framework process by Arksey and O'Malley. Observational studies, published from July 2005 to January 2021, will be searched and screened. Keywords and medical subject headings (MeSH) terms will be used to search several multidisciplinary databases. Two independent reviewers will screen identified articles using the selection criteria and extract data using the PRISMA-ScR checklist. Descriptive numerical and thematic analysis will be performed to evaluate and categorise quantitative and qualitative data. ETHICS AND DISSEMINATION Ethical approval will not be required for the review, as data from published studies will be used. The results of this scoping review will form part of a PhD thesis that will be submitted to the University of the Western Cape, South Africa. The review findings will also be presented at conferences and published in a peer-reviewed journal. OPEN SCIENCE FRAMEWORK REGISTRATION NUMBER: https://osf.io/shf93.
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Affiliation(s)
- Samukelisiwe Sthokozisiwe Madlala
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
- School of Public Health, Faculty of Community and Health Sciences, University of the Western Cape, Cape Town, South Africa
| | - Jillian Hill
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
| | - Ernesta Kunneke
- Department of Dietetics and Nutrition, University of the Western Cape, Cape Town, South Africa
| | - Mieke Faber
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Dietetics and Nutrition, University of the Western Cape, Cape Town, South Africa
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Rosentel K, VandeVusse A, Schuh T. The Sexual and Reproductive Health Burden Index: Development, Validity, and Community-Level Analyses of a Composite Spatial Measure. J Urban Health 2021; 98:481-495. [PMID: 32748283 PMCID: PMC8382809 DOI: 10.1007/s11524-020-00457-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The Sexual and Reproductive Health Burden Index (SRHBI) was developed to provide a composite spatial measure of sexual and reproductive health (SRH) indicators that can be widely adopted by urban public health departments for the planning of SRH services. The index was constructed using eight indicators: teen births, low birthweight, infant mortality, new HIV diagnoses, people living with HIV, and incidences of gonorrhea, chlamydia, and syphilis. Chicago Department of Public Health data (2014-2017) were used to calculate index scores for Chicago community areas; scores were mapped to provide geovisualization and global Moran's I was calculated to assess spatial autocorrelation. Cronbach's alpha was calculated to assess internal reliability of the SRHBI. Pearson correlations were conducted to assess concurrent validity and correlation with community-level factors. Linear regression was conducted to assess community-level predictors of the SRHBI. Application of the SRHBI in Chicago demonstrates substantial variation in SRH burden across Chicago's urban landscape with significant spatial autocorrelation of scores (I = .580, p = .001). Internal reliability of the measure was excellent with α = .937. The SRHBI was significantly correlated with other indicators of SRH including rate of prenatal care initiation in the first trimester, rate of preterm births, reported sexual assault incidence, cervical cancer incidence, prostate cancer incidence, and rate of smoking during pregnancy. This suggests good concurrent validity of the measure. Linear regression revealed that the percent of Black residents, percent of household couples that are same-sex, community violence, economic hardship, and population density were significant predictors of the SRHBI. The SRHBI provides a valid, useful, and replicable measure to assess and communicate community-level SRH burden in urban environments. The SRHBI may be scaled through a multi-city public data dashboard and utilized by urban public health departments to optimally target and tailor SRH interventions to communities.
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Affiliation(s)
- Kris Rosentel
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | | | - Tina Schuh
- Erie Family Health Center, Chicago, IL, USA
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Muhsen K, Na’amnih W, Goldsmith R, Maya M, Zeidan N, Kassem E, Ornoy A. Associations of Feeding Practices in Early Life and Dietary Intake at School Age with Obesity in 10- to 12-Year-Old Arab Children. Nutrients 2021; 13:2106. [PMID: 34205416 PMCID: PMC8234619 DOI: 10.3390/nu13062106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 06/13/2021] [Accepted: 06/17/2021] [Indexed: 11/16/2022] Open
Abstract
Understanding the role in pediatric obesity of early life feeding practices and dietary intake at school age is essential for early prevention. The study aimed to examine associations of early life feeding practices, environmental and health-related exposures, and dietary intake at school age as determinants of obesity in children aged 10-12 years. In an earlier study of 233 healthy infants in two Arab towns in northern Israel, neonatal history, feeding practices, and health information were obtained up to age 18 months. This follow-up study assessed dietary intake and anthropometric measurements at age 10-12 years using the 24 h recall method. Overall, 174 children participated in this study. Almost all (98%) the children were breastfed. The prevalence of obesity at school age was 42%. A multivariable model adjusted for energy intake and socioeconomic status showed positive associations of total fat intake and of weight-for-height z score, but not feeding practices in infancy, with obesity. Higher gestational age at birth was associated with lower odds of obesity at age 10-12 years. In conclusion, in a population with near universal breastfeeding, gestational age at birth, weight indicators but not feeding practices in infancy, and total fat intake at school age were associated with increased likelihood of obesity.
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Affiliation(s)
- Khitam Muhsen
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv 6997801, Israel; (W.N.); (M.M.)
| | - Wasef Na’amnih
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv 6997801, Israel; (W.N.); (M.M.)
| | | | - Maayan Maya
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Ramat Aviv, Tel Aviv 6997801, Israel; (W.N.); (M.M.)
| | - Nuha Zeidan
- Clalit Health Service, Diet and Nutrition Unit, P.O. Box 789, Arara 30026, Israel;
| | - Eias Kassem
- Department of Pediatrics, Hillel Yaffe Medical Center, Hadera 38100, Israel;
| | - Asher Ornoy
- Laboratory of Teratology, Department of Medical Neurobiology, The Hebrew University Hadassah Medical School, Jerusalem 9112002, Israel
- Adelson School of Medicine, Ariel University, Ariel 40700, Israel;
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8
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Sweeney AM, Wilson DK, Pate R, Van Horn ML, McIver K, Dowda M. The role of parental support for youth physical activity transportation and community-level poverty in the healthy communities study. J Behav Med 2021; 44:563-570. [PMID: 33768390 DOI: 10.1007/s10865-021-00213-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 03/09/2021] [Indexed: 01/01/2023]
Abstract
This study evaluates whether parental provision of transportation for physical activity is associated with child/adolescent moderate-to-vigorous physical activity, while also evaluating community-level poverty. Self- and parental-reported surveys were administered with parents/caregivers and children in the Healthy Communities Study (N = 5138). Associations between individual-level demographics, community-level poverty, parental provision of transportation for physical activity, and moderate-to-vigorous physical activity were examined in multi-level models. Even when accounting for community-level poverty, which was significantly associated with lower moderate-to-vigorous physical activity, parental provision of transportation for physical activity was positively associated with greater moderate-to-vigorous physical activity. This study provides evidence for the importance of considering multiple systems of influence (e.g., community and individual factors) and considering how gaps in physical activity transportation for youth can be addressed in future health policies.
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Affiliation(s)
- Allison M Sweeney
- College of Nursing, University of South Carolina, Columbia, SC, 29201, USA.
| | - Dawn K Wilson
- Department of Psychology, University of South Carolina, Columbia, SC, 29201, USA
| | - Russell Pate
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, 29201, USA
| | - M Lee Van Horn
- Department of Educational Psychology, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Kerry McIver
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, 29201, USA
| | - Marsha Dowda
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, 29201, USA
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PCIT-Health: Preventing Childhood Obesity by Strengthening the Parent–Child Relationship. COGNITIVE AND BEHAVIORAL PRACTICE 2020. [DOI: 10.1016/j.cbpra.2020.07.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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10
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Vidmar AP, Goran MI, Naguib M, Fink C, Wee CP, Hegedus E, Lopez K, Gonzalez J, Raymond JK. Time limited eating in adolescents with obesity (time LEAd): Study protocol. Contemp Clin Trials 2020; 95:106082. [PMID: 32682994 DOI: 10.1016/j.cct.2020.106082] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 06/22/2020] [Accepted: 07/06/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND Time limited eating (TLE) has been shown to be effective for weight loss and improvement of glycemic control in adults with obesity and type 2 diabetes (T2D), but has not been well studied in adolescents. TLE may be a more feasible, flexible and effective dietary intervention for adolescents because it removes the need for intensive counting of calories or macronutrients, and emphasizes eating during a specified time period. OBJECTIVES The aim of this study is to assess the feasibility of a TLE approach in adolescents with obesity using a continuous glucose monitor (CGM) to promote adherence to the intervention. METHODS We propose a prospective, randomized controlled trial, in 60 adolescents (ages 14-18) with obesity (BMI% ≥ 95th percentile). Youth will be randomized to one of three treatment groups for a 12-week intervention: Group 1) Low sugar and carbohydrate education (LSC, 5% of total daily calories from sugar (<35 g)/day; <90 g carbohydrate (CHO)/day) + blinded CGM (used to monitor adherence and glycemic outcomes without real time feedback), Group 2) LSC + TLE (16-h fast/8-h feed for 5 days per week) + blinded CGM, and Group 3) LSC + TLE+ real time feedback via CGM (to evaluate effect of providing CGM data on intervention efficacy). Outcomes will include change in total body fat (TBF) percentage measured on DEXA scan, BMI status and fasting blood glucose at 12 weeks compared to baseline. CONCLUSIONS TLE is a potentially powerful lifestyle intervention that could be readily integrated into pediatric weight management programs to optimize their impact and accelerate healthy changes. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT03954223.
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Affiliation(s)
- Alaina P Vidmar
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America.
| | - Michael I Goran
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Monica Naguib
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Cassandra Fink
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Choo Phei Wee
- CTSI Biostatics Core, Saban Research Institute, Los Angeles, CA, United States of America
| | - Elizabeth Hegedus
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Kelleen Lopez
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Janelle Gonzalez
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
| | - Jennifer K Raymond
- Diabetes & Obesity Program, Center for Endocrinology, Diabetes and Metabolism, Department of Pediatrics, Children's Hospital Los Angeles and Keck School of Medicine of USC, Los Angeles, CA, United States of America
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11
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Anthamatten P, Thomas DSK, Williford D, Barrow JC, Bol KA, Davidson AJ, Deakyne Davies SJ, Kraus EM, Tabano DC, Daley MF. Geospatial Monitoring of Body Mass Index: Use of Electronic Health Record Data Across Health Care Systems. Public Health Rep 2020; 135:211-219. [PMID: 32053469 DOI: 10.1177/0033354920904078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES The Colorado BMI Monitoring System was developed to assess geographic (ie, census tract) patterns of obesity prevalence rates among children and adults in the Denver-metropolitan region. This project also sought to assess the feasibility of a surveillance system that integrates data across multiple health care and governmental organizations. MATERIALS AND METHODS We extracted data on height and weight measures, obtained through routine clinical care, from electronic health records (EHRs) at multiple health care sites. We selected sites from 5 Denver health care systems and collected data from visits that occurred between January 1, 2013, and December 31, 2015. We produced shaded maps showing observed obesity prevalence rates by census tract for various geographic regions across the Denver-metropolitan region. RESULTS We identified clearly distinguishable areas by higher rates of obesity among children than among adults, with several pockets of lower body mass index. Patterns for adults were similar to patterns for children: the highest obesity prevalence rates were concentrated around the central part of the metropolitan region. Obesity prevalence rates were moderately higher along the western and northern areas than in other parts of the study region. PRACTICE IMPLICATIONS The Colorado BMI Monitoring System demonstrates the feasibility of combining EHRs across multiple systems for public health and research. Challenges include ensuring de-duplication across organizations and ensuring that geocoding is performed in a consistent way that does not pose a risk for patient privacy.
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Affiliation(s)
- Peter Anthamatten
- Department of Geography and Environmental Sciences, University of Colorado Denver, Denver, CO, USA
| | - Deborah S K Thomas
- Department of Geography and Environmental Sciences, University of Colorado Denver, Denver, CO, USA
| | - Devon Williford
- Center for Health and Environment Data, Colorado Department of Public Health and Environment, Denver, CO, USA
| | - Jennifer C Barrow
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
| | - Kirk A Bol
- Center for Health and Environment Data, Colorado Department of Public Health and Environment, Denver, CO, USA
| | | | - Sara J Deakyne Davies
- Research Informatics, Analytics Resource Center, Children's Hospital Colorado, Aurora, CO, USA
| | | | - David C Tabano
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
| | - Matthew F Daley
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA.,Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
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Robles B, Thomas CS, Lai ES, Kuo T. A Geospatial Analysis of Health, Mental Health, and Stressful Community Contexts in Los Angeles County. Prev Chronic Dis 2019; 16:E150. [PMID: 31701869 PMCID: PMC6880922 DOI: 10.5888/pcd16.190138] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Introduction Despite numerous federal investments, chronic disease continues to disproportionately affect certain communities across the United States. Understanding the regional distribution (including any overlaps) of factors that extend beyond built and food environments, especially factors that may adversely affect chronic disease–related behaviors, is important. This case study of Los Angeles County’s geospatial landscape sought to address these gaps in research and practice. Methods We examined the distributions and geographic overlaps between economic hardship, psychological distress, soda consumption, and availability of publicly funded mental health facilities in 8 Service Planning Areas in Los Angeles County. We categorized the geospatial presence of each variable as low, intermediate, or high. We imported all data, collected during 2014–2018, into ArcGIS Pro version 2.3.3 to create 5 bivariate choropleth maps. Results Levels of economic hardship were not equally distributed across communities; the county was characterized by intermediate levels of soda consumption and psychological distress. Most areas had low or intermediate availability of publicly funded mental health facilities. We also found some discordance between psychological distress and availability of publicly funded mental health facilities, and between economic hardship and availability of these facilities. Conclusion The need exists to address disparities in economic hardship and to increase access to publicly funded mental health supports and providers in Los Angeles County. The information collected in this case study has policy implications for health, public health, and mental health services planning at the local level.
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Affiliation(s)
- Brenda Robles
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, California.,Division of Chronic Disease and Injury Prevention, Los Angeles County Department of Public Health, 3530 Wilshire Blvd, 8th Floor, Los Angeles, California 90010. E-mail:
| | - Courtney S Thomas
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, California
| | - Elaine S Lai
- Division of Chronic Disease and Injury Prevention, Los Angeles County Department of Public Health, Los Angeles, California
| | - Tony Kuo
- Division of Chronic Disease and Injury Prevention, Los Angeles County Department of Public Health, Los Angeles, California.,Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California.,Department of Family Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California.,Population Health Program, UCLA Clinical and Translational Science Institute, Los Angeles, California
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Abstract
Background Time Limited Eating (TLE) is an effective strategy for management of obesity in adults, but there is a paucity of data that have examined its use in the clinical management of children with obesity. A TLE approach involves interspersing normal daily caloric intake with periods of prolonged calorie restriction several times per week. TLE may actually be more feasible, non-stigmatizing, flexible and effective in children, especially for adolescents, compared to alternatives like daily caloric or macronutrient restriction. This is because TLE removes the need for intensive counting of daily calorie intake or macronutrient content and focuses on a straightforward task of consuming food during a pre-specified time period. Also it avoids periods of extended caloric restriction which may interfere with growth and/or risk evoking development of eating behaviors. This case series describes four patients who trialed a TLE approach in a clinical weight management clinic and describes BMI reduction at 4 months. Case Presentation To date, 4 patients, ages 5-15, with varying underlying pathologies (i.e. Bardet Biedl Syndrome (BBS), previously healthy, craniopharyngioma and epilepsy) have tried a TLE type approach (16-hour fast/8-hour feed for 3-5 days per week) for 4 months and have demonstrated an average decrease in their BMI z-score compared to baseline of -0.24 SD. Patients and their families reported high degrees of satisfaction with this dietary approach. Conclusions Families were very satisfied with the TLE intervention and reported it was feasible, flexible and sustainable to implement in a real life setting and associated with decreased zBMI. Further investigation is required to determine if this approach is effective in both the short and long term as a weight management technique.
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Affiliation(s)
- Alaina P Vidmar
- Corresponding Author: Alaina Vidmar, Children’s Hospital Los Angeles, 4650 Sunset Boulevard, Mailstop #61, Los Angeles, CA 90027, Tel: 323 361-3385; Fax: 323 361-1301;
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14
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Albaladejo R, Villanueva R, Astasio P, Ortega P, Santos J, Regidor E. Sports facilities, socio-economic context and overweight among the childhood population in two southern European cities: a cross sectional study. BMC Pediatr 2019; 19:307. [PMID: 31481041 PMCID: PMC6721281 DOI: 10.1186/s12887-019-1694-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 08/26/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To evaluate relationship between socio-economic environment and overweight in Madrid and Barcelona, adjusting for possible confounding factors. METHODS We obtained three indicators which reflected socio-economic context, namely, unemployment rate, percentage of population with tertiary education, and percentage with a second home. The design is a cross sectional study. The association with overweight was estimated using odds ratios by multilevel logistic regression. The statistical analysis, data synthesis, or model creation was performed from the 2017. In all, 707 children from 21 districts of Madrid and 474 children from 10 districts of Barcelona were analysed. RESULTS In Madrid, standardised ORs for personal and family characteristics were 1.17, 1.53 and 1.57 by reference to unemployment rate and percentages of population with a university education and second home. After adjustment, only the OR obtained with unemployment rate decreased, specifically by 58%. In Barcelona, the following ORs were obtained: 1.80 with unemployment rate; 1.80 with population having a university education; and 1.86 with population having a second home. After being standardised, these ORs decreased by 14% in the case of unemployment rate, 10% in the case of population with a university education, and 9% in the case of population with a second home. CONCLUSIONS Overweight displayed a risk gradient in Madrid and Barcelona alike. This risk of overweight is not accounted for by physical inactivity and could, in part, be due to the availability of sports facilities.
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Affiliation(s)
- Romana Albaladejo
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain
| | - Rosa Villanueva
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain.
| | - Paloma Astasio
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain
| | - Paloma Ortega
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain
| | - Juana Santos
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain
| | - Enrique Regidor
- Departmento de Salud Pública y Materno-infantil. Facultad de Medicina, Universidad Complutense de Madrid, Ciudad Universitaria, 28040, Madrid, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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15
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Liu D, Mason A, Marks L, Davis H, Hunter DJ, Jehu LM, Smithson J, Visram S. Effects of local authority expenditure on childhood obesity. Eur J Public Health 2019; 29:785-790. [PMID: 30535272 PMCID: PMC6660108 DOI: 10.1093/eurpub/cky252] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Under the 2013 reforms introduced by the Health and Social Care Act (2012), public health responsibilities in England were transferred from the National Health Service to local authorities (LAs). Ring-fenced grants were introduced to support the new responsibilities. The aim of our study was to test whether the level of expenditure in 2013/14 affected the prevalence of childhood obesity in 2016/17. METHODS We used National Child Measurement Programme definitions of childhood obesity and datasets. We used LA revenue returns data to derive three measures of per capita expenditure: childhood obesity (<19); physical activity (<19) and the Children's 5-19 Public Health Programme. We ran separate negative binomial models for two age groups of children (4-5 year olds; 10-11 year olds) and conducted sensitivity analyses. RESULTS With few exceptions, the level of spend in 2013/14 was not significantly associated with the level of childhood obesity in 2016/17. We identified some positive associations between spend on physical activity and the Children's Public Health Programme at baseline (2013/14) and the level of childhood obesity in children aged 4-5 in 2016/17, but the effect was not evident in children aged 10-11. In both age groups, LA levels of childhood obesity in 2016/17 were significantly and positively associated with obesity levels in 2013/14. As these four cohorts comprise entirely different pupils, this underlines the importance of local drivers of childhood obesity. CONCLUSIONS Higher levels of local expenditure are unlikely to be effective in reducing childhood obesity in the short term.
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Affiliation(s)
- Dan Liu
- Centre for Health Economics, University of York, York, UK
| | - Anne Mason
- Centre for Health Economics, University of York, York, UK
| | - Linda Marks
- Centre for Public Policy and Health, School of Medicine, Pharmacy and Health, Durham University Queen's Campus, Stockton-on-Tees, UK
| | - Howard Davis
- Centre for Communities and Social Justice, Coventry University, Coventry, UK
| | - David J Hunter
- Institute of Health & Society, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Llinos Mary Jehu
- School of Social Policy, University of Birmingham, Edgbaston, Birmingham, UK
| | - Joanne Smithson
- Voluntary Organisations' Network North East, MEA House, Ellison Place, Newcastle upon Tyne, UK
| | - Shelina Visram
- Institute of Health & Society, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
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16
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Liaw W, Krist AH, Tong ST, Sabo R, Hochheimer C, Rankin J, Grolling D, Grandmont J, Bazemore AW. Living in "Cold Spot" Communities Is Associated with Poor Health and Health Quality. J Am Board Fam Med 2018; 31:342-350. [PMID: 29743218 PMCID: PMC7085304 DOI: 10.3122/jabfm.2018.03.170421] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 01/09/2018] [Accepted: 01/12/2018] [Indexed: 12/31/2022] Open
Abstract
PURPOSE Little is known about incorporating community data into clinical care. This study sought to understand the clinical associations of cold spots (census tracts with worse income, education, and composite deprivation). METHODS Across 12 practices, we assessed the relationship between cold spots and clinical outcomes (obesity, uncontrolled diabetes, pneumonia vaccination, cancer screening-colon, cervical, and prostate-and aspirin chemoprophylaxis) for 152,962 patients. We geocoded and linked addresses to census tracts and assessed, at the census tract level, the percentage earning less than 200% of the Federal Poverty Level, without high school diplomas, and the social deprivation index (SDI). We labeled those census tracts in the worst quartiles as cold spots and conducted bivariate and logistic regression. RESULTS There was a 10-fold difference in the proportion of patients in cold spots between the highest (29.1%) and lowest practices (2.6%). Except for aspirin, all outcomes were influenced by cold spots. Fifteen percent of low-education cold-spot patients had uncontrolled diabetes compared with 13% of noncold-spot patients (P < .05). In regression, those in poverty, low education, and SDI cold spots were less likely to receive colon cancer screening (odds ratio [CI], 0.88 [0.83-0.93], 0.87 [0.82-0.92], and 0.89 [0.83-0.95], respectively) although cold-spot patients were more likely to receive cervical cancer screening. CONCLUSION Living in cold spots is associated with worse chronic conditions and quality for some screening tests. Practices can use neighborhood data to allocate resources and identify those at risk for poor outcomes.
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Affiliation(s)
- Winston Liaw
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL).
| | - Alex H Krist
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Sebastian T Tong
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Roy Sabo
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Camille Hochheimer
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Jennifer Rankin
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - David Grolling
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Jene Grandmont
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
| | - Andrew W Bazemore
- From the Robert Graham Center, Washington, DC (WL, AWB); Virginia Commonwealth University, Richmond, VA (AHK, STT, RS, CH); HealthLandscape, Cincinnati, OH (JR, DG, JG); McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX (WL)
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17
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Alvarado SE. The impact of childhood neighborhood disadvantage on adult joblessness and income. SOCIAL SCIENCE RESEARCH 2018; 70:1-17. [PMID: 29455736 DOI: 10.1016/j.ssresearch.2017.10.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 10/25/2017] [Accepted: 10/26/2017] [Indexed: 06/08/2023]
Abstract
Research on residential inequality focuses heavily on adult economic outcomes as crucial components of the intergenerational transmission of poverty. Yet, empirical evidence on whether youth neighborhoods have a lasting impact on adult economic outcomes at the national level is scarce. Further, we know little about how youth neighborhood effects on adult economic outcomes manifest. This study uses 26 years (14 waves) of restricted panel data from the NLSY79 and the NLSY Children and Young Adults cohorts - data that have never been used to analyze long-term neighborhood effects - to examine whether youth neighborhood disadvantage impacts adult economic outcomes through sensitive years in childhood, teen socialization, duration effects, or cumulative effects. Sibling fixed effects models that net out unobserved effects of shared family characteristics suggest that youth neighborhood disadvantage increases joblessness and reduces income in adulthood. However, exposure across specific developmental stages of youth does not appear to act as a significant moderator while sustained exposure yields pernicious effects on adult economic outcomes. Moreover, these results are robust to alternative variable specifications and cousin fixed effects that net out potentially unobserved confounders, such as the inheritance of neighborhood disadvantage across three generations.
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18
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Young DR, Koebnick C, Hsu JWY. Sociodemographic associations of 4-year overweight and obese incidence among a racially diverse cohort of healthy weight 18-year-olds. Pediatr Obes 2017; 12:502-510. [PMID: 27560930 DOI: 10.1111/ijpo.12173] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 06/20/2016] [Accepted: 06/27/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Emerging adulthood is a critical time for excess weight gain. Risk can be masked if recommended overweight and obesity cut-points for Asians are not employed. OBJECTIVES To determine the associations among sociodemographic factors and occurrence of overweight and obesity among normal weight 18-year olds. METHODS Normal weight (body mass index < 25 kg m-2 ; <23 kg m-2 for Asians) 18-year-old (9037 boys, 13 786 girls, 36% Hispanic, 34% non-Hispanic Whites, 10% Black, 5% Asian) members of a healthcare organization in 2008 were followed through 2012 to identify incidence of overweight and obesity. Hazard ratios (HR) and 95% confidence intervals (CI) were determined controlling for sex, race/ethnicity, neighbourhood education, neighbourhood income and smoking status. RESULTS After 3 years of follow-up, the HR for overweight was 1.28 (95% CI: 1.12, 1.45) in the lowest quartile of neighbourhood education compared with the highest. Asians and Pacific Islanders had greater risk of overweight (HR 2.89, 95% CI: 2.55, 3.28; HR 3.13, 95% CI 2.23, 4.38) than non-Hispanic Whites. Girls and Blacks were more likely to become obese than boys and non-Hispanic Whites, as were those living in the lowest neighbourhood education quartile and lower neighbourhood income quartiles. CONCLUSIONS Girls, Asians, Blacks and those living in low education and income neighbourhoods during adolescence are at risk for excessive weight gain trajectories.
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Affiliation(s)
- D R Young
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - C Koebnick
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - J-W Y Hsu
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
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19
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Mokhtari S, Grace B, Pak Y, Reina A, Durand Q, Yee JK. Motivation and perceived competence for healthy eating and exercise among overweight/obese adolescents in comparison to normal weight adolescents. BMC OBESITY 2017; 4:36. [PMID: 29177057 PMCID: PMC5693573 DOI: 10.1186/s40608-017-0172-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 11/10/2017] [Indexed: 11/14/2022]
Abstract
Background The current literature on determinants of behavior change in weight management lacks sufficient studies on type of motivation among children/adolescents, on perceived competence, and in relation to healthy eating. This study aimed to investigate type of motivation and levels of perceived competence for healthy diet and exercise, as well as general self efficacy among adolescents. We hypothesized that overweight/obese adolescents would demonstrate lower autonomous motivation and perceived competence regarding diet and exercise, and lower self-efficacy in general, and that the scores would be influenced by socioeconomic factors. Methods Normal weight (n = 40, body mass index < 85% for age and gender) and overweight or obese adolescents (n = 60, body mass index ≥ 85% for age and gender) aged 13-18 years were recruited from pediatric ambulatory clinics. Information was collected about demographics, socioeconomic factors, and lifestyle behaviors. The study subjects completed a survey including the Treatment Self-Regulation Questionnaire (TSRQ) and the Perceived Competence Scale (PCS) for healthy eating and exercise, and the General Self-Efficacy Scale (GSES). Composite scores for the three scales were compared between the two groups using the using the two-sample t-test (for normal data) or the Mann-Whitney U test (for non-parametric data). Relationships between the composite scores and patient characteristics were determined using Pearson or Spearman’s correlations. Results The average age of the total cohort was 15.9 ± 1.9 years. 54% were female, and 82% identified as Latino/Hispanic. In comparison to normal weight subjects, overweight/obese adolescents exhibited higher scores for controlled motivation (mean ± standard deviation 28.3 ± 9.3 vs 18.1 ± 8.1) and higher perceived competence [median and 25-75% interquartile range 22.5 (19.0-26.0) vs 20.0 (15.5-25.0)] in relation to eating a healthy diet. These differences persisted after adjustment for age, sex, paternal education, and family income. Conclusions Overweight/obese adolescents did not lack autonomous motivation but demonstrated higher controlled motivation and perceived competence for healthy eating in comparison to normal weight adolescents, independent of socioeconomic factors. In the clinical practice of weight management, providers should carefully assess adolescents for type of motivation and perceived competence, while accounting for potential barriers to behavior change.
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Affiliation(s)
- Suzanne Mokhtari
- Department of Pediatrics, Division of Hospital Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
| | - Benjamin Grace
- Department of Pediatrics, Division of Pediatric Endocrinology, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
| | - Youngju Pak
- Department of Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
| | - Astrid Reina
- Department of Psychiatry, Division of Psychology, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
| | - Quinn Durand
- Department of Psychiatry, Division of Psychology, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
| | - Jennifer K Yee
- Department of Pediatrics, Division of Pediatric Endocrinology, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA USA
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20
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Vargas CM, Stines EM, Granado HS. Health-equity issues related to childhood obesity: a scoping review. J Public Health Dent 2017; 77 Suppl 1:S32-S42. [DOI: 10.1111/jphd.12233] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 05/30/2017] [Indexed: 12/14/2022]
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21
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Salvy SJ, de la Haye K, Galama T, Goran MI. Home visitation programs: an untapped opportunity for the delivery of early childhood obesity prevention. Obes Rev 2017; 18:149-163. [PMID: 27911984 PMCID: PMC5267322 DOI: 10.1111/obr.12482] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 09/02/2016] [Accepted: 09/20/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND Extant obesity efforts have had limited impact among low-income underserved children, in part because of limitations inherent to existing programs: (i) short duration and low intensity; (ii) late timing of implementation, when children are already overweight or obese; (iii) intervention delivery limiting their accessibility and sustainability; and (iv) failure to address barriers such as a lack of culturally competent services, poverty and housing instability, which interfere with healthy lifestyle changes. OBJECTIVE This concept paper proposes an innovative model of obesity prevention implemented in infancy and sustained throughout early childhood to address the limitations of current obesity prevention efforts. Specifically, we propose to integrate sustained, weekly, in-home obesity prevention as part of the services already delivered by ongoing Home Visitation Programs, which currently do not target obesity prevention. CONCLUSION The home visiting structure represents an ideal model for impactful obesity prevention as home visitation programs: (i) already provide comprehensive services to diverse low-income infants and families who are most at risk for obesity and poor health because of socio-economic and structural conditions; (ii) services are initiated in infancy and sustained throughout critical developmental periods for the formation of healthy/unhealthy behaviors; and (iii) have been in place for more than 40 years, with a widespread presence across the United States and nationwide, which is critical for the scalability and sustainability of obesity prevention.
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Affiliation(s)
| | - Kayla de la Haye
- University of Southern California, Department of Preventive Medicine
| | - Titus Galama
- University of Southern California, Center for Economic and Social Research
| | - Michael I. Goran
- University of Southern California, Department of Preventive Medicine
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22
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Robles B, Kuo T. Predictors of public support for nutrition-focused policy, systems and environmental change strategies in Los Angeles County, 2013. BMJ Open 2017; 7:e012654. [PMID: 28087545 PMCID: PMC5253563 DOI: 10.1136/bmjopen-2016-012654] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Since 2010, federal and local agencies have invested broadly in a variety of nutrition-focused policy, systems and environmental change (PSE) initiatives in Los Angeles County (LAC). To date, little is known about whether the public supports such efforts. We address this gap in the literature by examining predictors of support for a variety of PSEs. METHODS Voters residing in LAC (n=1007) were randomly selected to participate in a cross-sectional telephone survey commissioned by the LAC Department of Public Health. The survey asked questions about attitudes towards the obesity epidemic, nutrition knowledge and behaviours, public opinions about changing business practices/government policies related to nutrition, and sociodemographics. A factor analysis informed outcome variable selection (ie, type of PSEs). Multivariable regression analyses were performed to examine predictors of public support. Predictors in the regression models included (primary regressor) community economic hardship; (control variables) political affiliation, sex, age, race and income; and (independent variables) perceptions about obesity, perceived health and weight status, frequency reading nutrition labels, ease of finding healthy and unhealthy foods, and food consumption behaviours (ie, fruit and vegetables, non-diet soda, fast-food and sit-down restaurant meals). RESULTS 3 types of PSE outcome variables were identified: promotional/incentivising, limiting/restrictive and business practices. Community economic hardship was not found to be a significant predictor of public support for any of the 3 PSE types. However, Republican party affiliation, being female and perceiving obesity as a serious health problem were. CONCLUSIONS These findings have implications for public health practice and community planning in local health jurisdictions.
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Affiliation(s)
- Brenda Robles
- Division of Chronic Disease and Injury Prevention, Los Angeles County Department of Public Health, Los Angeles, California, USA
- Department of Community Health Sciences, UCLA Fielding School of Public Health, Los Angeles, California, USA
| | - Tony Kuo
- Division of Chronic Disease and Injury Prevention, Los Angeles County Department of Public Health, Los Angeles, California, USA
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, USA
- Department of Family Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
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Karczewski SA, Carter JS, DeCator DD. The Role of Ethnicity in School-Based Obesity Intervention for School-Aged Children: A Pilot Evaluation. THE JOURNAL OF SCHOOL HEALTH 2016; 86:778-786. [PMID: 27714874 DOI: 10.1111/josh.12433] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Revised: 02/29/2016] [Accepted: 04/29/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Rates of obesity have risen disproportionately for ethnic minority youth in the United States. School-based programs may be the most comprehensive and cost-effective way to implement primary prevention in children. In this study we evaluated the effect of a school-based obesity prevention on the outcome of body mass index percentile (BMI%), with baseline weight class and ethnicity examined as moderators. METHODS Participants (N = 125), ages 7-11 (56% female) from 4 urban, low-income, ethnic minority (58% black, 42% Latino) schools were recruited. Two schools received the Urban Initiatives Work to Play health intervention, and 2 demographically matched schools served as wait-list controls. RESULTS Hierarchical multiple regression was used to analyze the independent and interactive effects of key variables on BMI%. An interaction between intervention status and ethnicity revealed Latino youth in the intervention had lower BMI% than those in the control group. Participation did not cause BMI% outcomes to decrease for black participants. CONCLUSIONS The study demonstrates the intervention is effective, but that the effectiveness varies across ethnicity. Interventions can be made more efficient and cost-effective by targeting youth of a common ethnicity that has shown empirical responsiveness to certain program elements.
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Affiliation(s)
- Sabrina A Karczewski
- Stanford University School of Medicine, Stanford Children's Health, Lucile Packard Children's Hospital, 401 Quarry Road, Palo Alto, CA 94304.
| | - Jocelyn S Carter
- Department of Psychology, DePaul University, 2219 N. Kenmore Avenue, Suite 530, Chicago, IL 60614.
| | - Draycen D DeCator
- Department of Psychology, DePaul University, 2219 N. Kenmore Avenue, Suite 400, Chicago, IL 60614.
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Pan L, Grummer-Strawn LM, McGuire LC, Park S, Blanck HM. Trends in state/territorial obesity prevalence by race/ethnicity among U.S. low-income, preschool-aged children. Pediatr Obes 2016; 11:397-402. [PMID: 26463118 PMCID: PMC9017711 DOI: 10.1111/ijpo.12078] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Revised: 09/09/2015] [Accepted: 09/10/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Understanding state/territorial trends in obesity by race/ethnicity helps focus resources on populations at risk. OBJECTIVE This study aimed to examine trends in obesity prevalence among low-income, preschool-aged children from 2008 through 2011 in U.S. states and territories by race/ethnicity. METHODS We used measured weight and height records of 11.1 million children aged 2-4 years who participated in federally funded health and nutrition programmes in 40 states, the District of Columbia and two U.S. territories. We used logistic regression to examine obesity prevalence trends, controlling for age and sex. RESULTS From 2008 through 2011, the aggregated obesity prevalence declined among all racial/ethnic groups (decreased by 0.4-0.9%) except American Indians/Alaska Natives (AI/ANs); the largest decrease was among Asians/Pacific Islanders (A/PIs). Declines were significant among non-Hispanic whites in 14 states, non-Hispanic blacks in seven states/territories, Hispanics in 13 states, A/PIs in five states and AI/ANs in one state. Increases were significant among non-Hispanic whites in four states, non-Hispanic blacks in three states, Hispanics in two states and A/PIs in one state. The majority of the states/territories had no change in obesity prevalence. CONCLUSIONS Our findings indicate slight reductions in obesity prevalence and variations in obesity trends, but disparities exist for some states and racial/ethnic groups.
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Affiliation(s)
- L. Pan
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - L. C. McGuire
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - S. Park
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - H. M. Blanck
- Division of Nutrition, Physical Activity, and Obesity, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Neighbourhood Deprivation, Individual-Level and Familial-Level Socio-demographic Factors and Risk of Congenital Heart Disease: A Nationwide Study from Sweden. Int J Behav Med 2016; 23:112-20. [PMID: 25929332 DOI: 10.1007/s12529-015-9488-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVES The purpose of the study is to examine whether there is an association between neighbourhood deprivation and incidence of congenital heart disease (CHD), after accounting for family- and individual-level potential confounders. METHODS All children aged 0 to 11 years and living in Sweden (n = 748,951) were followed between January 1, 2000 and December 31, 2010. Data were analysed by multilevel logistic regression, with family- and individual-level characteristics at the first level and level of neighbourhood deprivation at the second level. RESULTS During the study period, among a total of 748,951 children, 1499 (0.2%) were hospitalised with CHD. Age-adjusted cumulative hospitalisation rates for CHD increased with increasing level of neighbourhood deprivation. In the study population, 1.8 per 1000 and 2.2 per 1000 children in the least and most deprived neighbourhoods, respectively, were hospitalised with CHD. The incidence of hospitalisation for CHD increased with increasing neighbourhood-level deprivation across all family and individual-level socio-demographic categories. The odds ratio (OR) for hospitalisation for CHD for those living in high-deprivation neighbourhoods versus those living in low-deprivation neighbourhoods was 1.23 (95% confidence interval (CI) = 1.04-1.46). In the full model, which took account for age, paternal and maternal individual-level socio-economic characteristics, comorbidities (e.g. maternal type 2 diabetes, OR = 3.03; maternal hypertension, OR = 2.01), and family history of CHD (OR = 3.27), the odds of CHD were slightly attenuated but did not remain significant in the most deprived neighbourhoods (OR = 1.20, 95% CI = 0.99-1.45, p = 0.057). CONCLUSIONS This study is the largest so far on neighbourhood influences on CHD, and the results suggest that deprived neighbourhoods have higher rates of CHD, which represents important clinical knowledge. However, the association does not seem to be independent of individual- and family-level characteristics.
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Keitel-Korndörfer A, Bergmann S, Nolte T, Wendt V, von Klitzing K, Klein AM. Maternal mentalization affects mothers’ – but not children’s – weight via emotional eating. Attach Hum Dev 2016; 18:487-507. [DOI: 10.1080/14616734.2016.1196376] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Alvarado SE. Neighborhood disadvantage and obesity across childhood and adolescence: Evidence from the NLSY children and young adults cohort (1986-2010). SOCIAL SCIENCE RESEARCH 2016; 57:80-98. [PMID: 26973033 DOI: 10.1016/j.ssresearch.2016.01.008] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Revised: 01/15/2016] [Accepted: 01/22/2016] [Indexed: 05/21/2023]
Abstract
Previous research suggests that youth who grow up in socioeconomically disadvantaged neighborhoods face higher odds of becoming obese. Neighborhood effects scholars, meanwhile, have suggested that contextual influences may increase in strength as children age. This is the first study to examine whether developmental epochs moderate the effect of neighborhood disadvantage on obesity over time. I use thirteen waves of new restricted and geo-coded data on children ages 2-18 from the National Longitudinal Survey of Youth, Children and Young Adults. Bivariate and pooled logistic regression results suggest that neighborhood disadvantage has a stronger impact on adolescents' likelihood of becoming obese. Fixed effects models reveal that after adjusting for observed and unobserved confounders, adolescents continue to face higher odds of becoming obese due to the conditions associated with living in disadvantaged neighborhoods. Moreover, as research on adults suggests, girls experience larger impacts of neighborhood disadvantage than boys.
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Slusser W, Whitley M, Izadpanah N, Kim SL, Ponturo D. Multidisciplinary Pediatric Obesity Clinic via Telemedicine Within the Los Angeles Metropolitan Area: Lessons Learned. Clin Pediatr (Phila) 2016; 55:251-9. [PMID: 26187610 DOI: 10.1177/0009922815594359] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Telemedicine has been shown to be effective for rural populations, but little is reported on pediatric obesity care via telemedicine in urban settings. This study aims to assess feasibility and acceptability of multidisciplinary pediatric obesity care via telemedicine within the same metropolitan area in terms of information technology, coordination, patient care, and clinical outcomes. All project notes and communications were reviewed to extract key lessons from implementation. Patient and Provider Satisfaction Questionnaires were conducted to assess overall satisfaction; baseline and follow-up information were collected from chart reviews to evaluate clinical outcomes. Based on the questionnaires, 93% of responding patients (n = 28) and 88.3% of referring providers (n = 17) felt satisfied with the appointment. Chart review indicated a trend for decreased or stabilized body mass index and blood pressure (n = 32). Implementation of telemedicine for tertiary multidisciplinary pediatric obesity care in urban settings is both feasible and acceptable to patients and health care providers.
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Affiliation(s)
- Wendy Slusser
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA UCLA Fielding School Public Health, Los Angeles, CA, USA
| | | | | | - Sion L Kim
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA
| | - Don Ponturo
- UCLA David Geffen School of Medicine, Los Angeles, CA, USA
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Zahnd WE, Rogers V, Smith T, Ryherd SJ, Botchway A, Steward DE. Gender-specific relationships between socioeconomic disadvantage and obesity in elementary school students. Prev Med 2015; 81:138-41. [PMID: 26348456 DOI: 10.1016/j.ypmed.2015.08.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 08/27/2015] [Accepted: 08/31/2015] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To assess the gender-specific effect of socioeconomic disadvantage on obesity in elementary school students. METHODS We evaluated body mass index (BMI) data from 2,648 first- and fourth-grade students (1,377 male and 1,271 female students) in eight elementary schools in Springfield, Illinois, between 2012 and 2014. Other factors considered in analysis were grade level, year of data collection, school, race/ethnicity, gender, and socioeconomic disadvantage (SD). Students were considered SD if they were eligible for free/reduced price lunch, a school-based poverty measure. We performed Fisher's exact test or chi-square analysis to assess differences in gender and obesity prevalence by the other factors and gender-stratified logistic regression analysis to determine if SD contributed to increased odds of obesity. RESULTS A higher proportion of SD female students (20.8%) were obese compared to their non-SD peers (15.2%) (p=0.01). Unadjusted and adjusted logistic regression analysis indicated no difference in obesity in SD and non-SD male students. However, in both unadjusted and adjusted analyses, SD female students had higher odds of obesity than their peers. Even after controlling for grade level, school, year of data collection, and race/ethnicity, SD female students had 49% higher odds of obesity than their non-SD classmates (odds ratio:1.49; 95% confidence interval: 1.09-2.04). CONCLUSIONS Obesity was elevated in SD female students, even after controlling for factors such as race/ethnicity, but such an association was not seen in male students. Further study is warranted to determine the cause of this disparity, and interventions should be developed to target SD female students.
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Affiliation(s)
- Whitney E Zahnd
- Center for Clinical Research, Southern Illinois University School of Medicine, 201 E. Madison, Springfield, IL 62794-9664, United States.
| | - Valerie Rogers
- Springfield Public Schools-District 186, 900 W. Edwards, Springfield, IL 62704, United States
| | - Tracey Smith
- Department of Family and Community Medicine, Southern Illinois University School of Medicine, 913 N. Rutledge, Springfield, IL 62794-9671, United States
| | - Susan J Ryherd
- Center for Clinical Research, Southern Illinois University School of Medicine, 201 E. Madison, Springfield, IL 62794-9664, United States
| | - Albert Botchway
- Center for Clinical Research, Southern Illinois University School of Medicine, 201 E. Madison, Springfield, IL 62794-9664, United States
| | - David E Steward
- Office of Community Health and Service, Southern Illinois University School of Medicine, 201 E. Madison, Springfield, IL 62794-9604, United States
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Tomayko EJ, Flood TL, Tandias A, Hanrahan LP. Linking electronic health records with community-level data to understand childhood obesity risk. Pediatr Obes 2015; 10:436-41. [PMID: 25559099 PMCID: PMC4492911 DOI: 10.1111/ijpo.12003] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 10/08/2014] [Accepted: 10/26/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND Environmental and socioeconomic factors should be considered along with individual characteristics when determining risk for childhood obesity. OBJECTIVES To assess relationships and interactions among the economic hardship index (EHI) and race/ethnicity, age and sex in regard to childhood obesity rates in Wisconsin children using an electronic health record dataset. METHODS Data were collected using the University of Wisconsin (UW) Public Health Information Exchange database, which links electronic health records with census-derived community-level data. Records from 53,775 children seen at UW clinics from 2007 to 2012 were included. Mixed-effects modelling was used to determine obesity rates and the interaction of EHI with covariates (race/ethnicity, age, sex). When significant interactions were determined, linear regression analyses were performed for each subgroup (e.g. by age groups). RESULTS The overall obesity rate was 11.7% and significant racial/ethnic disparities were detected. Childhood obesity was significantly associated with EHI at the community level (r = 0.62, P < 0.0001). A significant interaction was determined between EHI and both race/ethnicity and age on obesity rates. CONCLUSIONS Reducing economic disparities and improving environmental conditions may influence childhood obesity risk in some, but not all, races and ethnicities. Furthermore, the impact of EHI on obesity may be compounded over time. Our findings demonstrate the utility of linking electronic health information with census data to rapidly identify community-specific risk factors in a cost-effective manner.
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Affiliation(s)
- Emily J. Tomayko
- University of Wisconsin, College of Agricultural & Life Sciences; Department of Nutritional Sciences; 1415 Linden Drive Madison, WI 53706
| | - Tracy L. Flood
- University of Wisconsin, School of Medicine and Public Health; Department of Population Health Sciences; 610 North Walnut Street Madison, WI 53726
| | - Aman Tandias
- University of Wisconsin School of Medicine and Public Health; Department of Family Medicine; 1100 Delaplaine Ct. Madison, WI 53715
| | - Lawrence P. Hanrahan
- University of Wisconsin School of Medicine and Public Health; Department of Family Medicine; 1100 Delaplaine Ct. Madison, WI 53715,Corresponding author: Lawrence P. Hanrahan, PhD, MS, Research Director and PHINEX PI, Department of Family Medicine, University of Wisconsin School of Medicine and Public Health; 1100 Delaplaine Ct. Madison, WI 53715; 608-263-5846 (phone); 608-263-5813 (fax);
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Laxy M, Malecki KC, Givens ML, Walsh MC, Nieto FJ. The association between neighborhood economic hardship, the retail food environment, fast food intake, and obesity: findings from the Survey of the Health of Wisconsin. BMC Public Health 2015; 15:237. [PMID: 25885908 PMCID: PMC4409709 DOI: 10.1186/s12889-015-1576-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 02/19/2015] [Indexed: 12/01/2022] Open
Abstract
Background Neighborhood-level characteristics such as economic hardship and the retail food environment are assumed to be correlated and to influence consumers’ dietary behavior and health status, but few studies have investigated these different relationships comprehensively in a single study. This work aims to investigate the association between neighborhood-level economic hardship, the retail food environment, fast food consumption, and obesity prevalence. Methods Linking data from the population-based Survey of the Health of Wisconsin (SHOW, n = 1,570, 2008–10) and a commercially available business database, the Wisconsin Retail Food Environment Index (WRFEI) was defined as the mean distance from each participating household to the three closest supermarkets divided by the mean distance to the three closest convenience stores or fast food restaurants. Based on US census data, neighborhood-level economic hardship was defined by the Economic Hardship Index (EHI). Relationships were analyzed using multivariate linear and logistic regression models. Results SHOW residents living in neighborhoods with the highest economic hardship faced a less favorable retail food environment (WRFEI = 2.53) than residents from neighborhoods with the lowest economic hardship (WRFEI = 1.77; p-trend < 0.01). We found no consistent or significant associations between the WRFEI and obesity and only a weak borderline-significant association between access to fast food restaurants and self-reported fast food consumption (≥2 times/week, OR = 0.59-0.62, p = 0.05-0.09) in urban residents. Participants reporting higher frequency of fast food consumption (≥2 times vs. <2 times per week) were more likely to be obese (OR = 1.35, p = 0.06). Conclusion This study indicates that neighborhood-level economic hardship is associated with an unfavorable retail food environment. However inconsistent or non-significant relationships between the retail food environment, fast food consumption, and obesity were observed. More research is needed to enhance methodological approaches to assess the retail food environment and to understand the complex relationship between neighborhood characteristics, health behaviors, and health outcomes. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-1576-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Michael Laxy
- Department of Population Health Sciences, University of Wisconsin Medical School, 610 North Walnut Street, Madison, WI, 53726, USA. .,Institute of Health Economics and Health Care Management, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstraße 1, 85674, Neuherberg, Germany.
| | - Kristen C Malecki
- Department of Population Health Sciences, University of Wisconsin Medical School, 610 North Walnut Street, Madison, WI, 53726, USA.
| | - Marjory L Givens
- Department of Population Health Sciences, University of Wisconsin Medical School, 610 North Walnut Street, Madison, WI, 53726, USA.
| | - Matthew C Walsh
- Department of Population Health Sciences, University of Wisconsin Medical School, 610 North Walnut Street, Madison, WI, 53726, USA.
| | - F Javier Nieto
- Department of Population Health Sciences, University of Wisconsin Medical School, 610 North Walnut Street, Madison, WI, 53726, USA.
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Flood TL, Zhao YQ, Tomayko EJ, Tandias A, Carrel AL, Hanrahan LP. Electronic health records and community health surveillance of childhood obesity. Am J Prev Med 2015; 48:234-240. [PMID: 25599907 PMCID: PMC4435797 DOI: 10.1016/j.amepre.2014.10.020] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Revised: 10/27/2014] [Accepted: 10/28/2014] [Indexed: 02/08/2023]
Abstract
BACKGROUND Childhood obesity remains a public health concern, and tracking local progress may require local surveillance systems. Electronic health record data may provide a cost-effective solution. PURPOSE To demonstrate the feasibility of estimating childhood obesity rates using de-identified electronic health records for the purpose of public health surveillance and health promotion. METHODS Data were extracted from the Public Health Information Exchange (PHINEX) database. PHINEX contains de-identified electronic health records from patients primarily in south central Wisconsin. Data on children and adolescents (aged 2-19 years, 2011-2012, n=93,130) were transformed in a two-step procedure that adjusted for missing data and weighted for a national population distribution. Weighted and adjusted obesity rates were compared to the 2011-2012 National Health and Nutrition Examination Survey (NHANES). Data were analyzed in 2014. RESULTS The weighted and adjusted obesity rate was 16.1% (95% CI=15.8, 16.4). Non-Hispanic white children and adolescents (11.8%, 95% CI=11.5, 12.1) had lower obesity rates compared to non-Hispanic black (22.0%, 95% CI=20.7, 23.2) and Hispanic (23.8%, 95% CI=22.4, 25.1) patients. Overall, electronic health record-derived point estimates were comparable to NHANES, revealing disparities from preschool onward. CONCLUSIONS Electronic health records that are weighted and adjusted to account for intrinsic bias may create an opportunity for comparing regional disparities with precision. In PHINEX patients, childhood obesity disparities were measurable from a young age, highlighting the need for early intervention for at-risk children. The electronic health record is a cost-effective, promising tool for local obesity prevention efforts.
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Affiliation(s)
- Tracy L Flood
- Departments of Population Health Sciences, University of Wisconsin School of Medicine and Public Health
| | - Ying-Qi Zhao
- Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health
| | - Emily J Tomayko
- Department of Nutritional Sciences, University of Wisconsin College of Agricultural and Life Sciences, Madison, Wisconsin
| | - Aman Tandias
- Family Medicine, University of Wisconsin School of Medicine and Public Health
| | - Aaron L Carrel
- Pediatrics, University of Wisconsin School of Medicine and Public Health
| | - Lawrence P Hanrahan
- Family Medicine, University of Wisconsin School of Medicine and Public Health.
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Huang R, Moudon AV, Cook AJ, Drewnowski A. The spatial clustering of obesity: does the built environment matter? J Hum Nutr Diet 2014; 28:604-12. [PMID: 25280252 DOI: 10.1111/jhn.12279] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND Obesity rates in the USA show distinct geographical patterns. The present study used spatial cluster detection methods and individual-level data to locate obesity clusters and to analyse them in relation to the neighbourhood built environment. METHODS The 2008-2009 Seattle Obesity Study provided data on the self-reported height, weight, and sociodemographic characteristics of 1602 King County adults. Home addresses were geocoded. Clusters of high or low body mass index were identified using Anselin's Local Moran's I and a spatial scan statistic with regression models that searched for unmeasured neighbourhood-level factors from residuals, adjusting for measured individual-level covariates. Spatially continuous values of objectively measured features of the local neighbourhood built environment (SmartMaps) were constructed for seven variables obtained from tax rolls and commercial databases. RESULTS Both the Local Moran's I and a spatial scan statistic identified similar spatial concentrations of obesity. High and low obesity clusters were attenuated after adjusting for age, gender, race, education and income, and they disappeared once neighbourhood residential property values and residential density were included in the model. CONCLUSIONS Using individual-level data to detect obesity clusters with two cluster detection methods, the present study showed that the spatial concentration of obesity was wholly explained by neighbourhood composition and socioeconomic characteristics. These characteristics may serve to more precisely locate obesity prevention and intervention programmes.
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Affiliation(s)
- R Huang
- Interdisciplinary Program for the PhD in Urban Design and Planning, University of Washington, Seattle, WA, USA.,The Urban Form Lab (UFL), Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - A V Moudon
- The Urban Form Lab (UFL), Department of Urban Design and Planning, University of Washington, Seattle, WA, USA
| | - A J Cook
- Biostatistics Unit, The Group Health Research Institute, Seattle, WA, USA
| | - A Drewnowski
- Center for Public Health Nutrition, Department of Epidemiology, University of Washington, Seattle, WA, USA
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François P, Guyomard A, Baudet D, Dubois-Fabing D, Boussuges S, Perrin F, Seigneurin A. [Evaluation of an obesity prevention program for school-aged children in deprived urban areas]. Arch Pediatr 2014; 21:727-35. [PMID: 24947111 DOI: 10.1016/j.arcped.2014.04.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 03/24/2014] [Accepted: 04/23/2014] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Increasing prevalence of obesity particularly affects underprivileged families and children. This study aimed to estimate the efficiency of an obesity prevention program for school-aged children in deprived urban areas. METHODS This was an intervention trial with a before-and-after comparison of a cohort of school-aged children in preschool and primary school in three deprived urban areas in Grenoble, France. All school-aged children in the first and third year of preschool and the third year of primary school during the 2008-2009 and 2009-2010 school years, whose parents agreed to participate in the study, were included. Children were seen again 2 years later. The staff of the school health service measured and weighed the children during a medical check-up, thus determining their body mass index (BMI) and Z score. A school doctor suggested specific care to the parents of overweight children. A lifestyle questionnaire was completed. The primary outcome was changes in BMI and the Z score over 2 years. The secondary outcome was changes in lifestyle and eating habits. RESULTS A total of 2434 children were included in the screening campaign. Of the 2434 children included in screening, 1824 children were reviewed and evaluated at 2 years. At inclusion, overweight prevalence increased with age, from 6.4% in the first year of preschool to 21.9% in the third year of primary school. More than 60% of overweight children had a high social vulnerability score. Prevalence of overweight increased from 13.8% to 21.5% in 2 years in the entire cohort (P<0.001). In the 252 overweight children, the mean BMI increased from 20 kg/m(2) to 21.8 kg/m(2) (P<0.001), as did the mean Z score, which increased from 2.72 to 2.9 (P<0.001). There was no significant interaction depending on whether the family physician was in private practice or employed by a health center. According to their eating habits, fewer of the overweight children had a snack in the morning and more had a school lunch. More than half of the children thought they had improved their eating habits. They played more sports (30% versus 49.5%). CONCLUSION This study failed to demonstrate that incentive for medical management of excess weight had an effect on the short-term (2 years) evolution of the children's corpulence.
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Affiliation(s)
- P François
- Unité d'évaluation médicale, pôle santé publique, pavillon Taillefer, CHU de Grenoble, BP 217, 38043 Grenoble, France; Laboratoire TIMC-IMAG CNRS, université Grenoble 1, pavillon Taillefer, CHU de Grenoble, BP 217, 38043 Grenoble, France.
| | - A Guyomard
- Unité d'évaluation médicale, pôle santé publique, pavillon Taillefer, CHU de Grenoble, BP 217, 38043 Grenoble, France
| | - D Baudet
- Association de gestion des centres de santé AGECSA, 162, Galerie-de-l'Arlequin, 38100 Grenoble, France
| | - D Dubois-Fabing
- Association de gestion des centres de santé AGECSA, 162, Galerie-de-l'Arlequin, 38100 Grenoble, France
| | - S Boussuges
- Service municipal de santé scolaire, 33, rue Joseph-Chanrion, 38000, Grenoble, France
| | - F Perrin
- Direction santé publique environnementale de la ville de Grenoble, 33, rue Joseph-Chanrion, 38000 Grenoble, France
| | - A Seigneurin
- Unité d'évaluation médicale, pôle santé publique, pavillon Taillefer, CHU de Grenoble, BP 217, 38043 Grenoble, France; Laboratoire TIMC-IMAG CNRS, université Grenoble 1, pavillon Taillefer, CHU de Grenoble, BP 217, 38043 Grenoble, France
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Li X, Memarian E, Sundquist J, Zöller B, Sundquist K. Neighbourhood deprivation, individual-level familial and socio-demographic factors and diagnosed childhood obesity: a nationwide multilevel study from Sweden. Obes Facts 2014; 7:253-63. [PMID: 25096052 PMCID: PMC5644866 DOI: 10.1159/000365955] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Accepted: 03/04/2014] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVES To examine whether there is an association between neighbourhood deprivation and diagnosed childhood obesity, after accounting for family- and individual-level socio-demographic characteristics. METHODS An open cohort of all children aged 0-14 years was followed between January 1, 2000 and December 31, 2010. Childhood residential locations were geocoded and classified according to neighbourhood deprivation. Data were analysed by multilevel logistic regression, with family- and individual-level characteristics at the first level and level of neighbourhood deprivation at the second level. RESULTS During the study period, among a total of 948,062 children, 10,799 were diagnosed with childhood obesity. Age-adjusted cumulative incidence for diagnosed childhood obesity increased with increasing level of neighbourhood deprivation. Incidence of diagnosed childhood obesity increased with increasing neighbourhood-level deprivation across all family and individual-level socio-demographic categories. The odds ratio (OR) for diagnosed childhood obesity for those living in high-deprivation neighbourhoods versus those living in low-deprivation neighbourhoods was 2.44 (95% confidence interval (CI) = 2.22-2.68). High neighbourhood deprivation remained significantly associated with higher odds of diagnosed childhood obesity after adjustment for family- and individual-level socio-demographic characteristics (OR = 1.70, 95% CI = 1.55-1.89). Age, middle level family income, maternal marital status, low level education, living in large cities, advanced paternal and maternal age, family history of obesity, parental history of diabetes, chronic obstructive pulmonary disease, alcoholism and personal history of diabetes were all associated with higher odds of diagnosed childhood obesity. CONCLUSIONS Our results suggest that neighbourhood characteristics affect the odds of diagnosed childhood obesity independently of family- and individual-level socio-demographic characteristics.
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Affiliation(s)
- Xinjun Li
- Centre for Primary Health Care Research, Lund University/Region Skåne, Malmö, Sweden
- *Dr. Xinjun Li, Centre for Primary Health Care Research, Lund University/Region Skåne, CRC, building 28, floor 11, Skåne University Hospital, Jan Waldenströms gata 35, 205 02 Malmö (Sweden),
| | - Ensieh Memarian
- Centre for Primary Health Care Research, Lund University/Region Skåne, Malmö, Sweden
| | - Jan Sundquist
- Centre for Primary Health Care Research, Lund University/Region Skåne, Malmö, Sweden
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Bengt Zöller
- Centre for Primary Health Care Research, Lund University/Region Skåne, Malmö, Sweden
| | - Kristina Sundquist
- Centre for Primary Health Care Research, Lund University/Region Skåne, Malmö, Sweden
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, USA
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