The relative contribution of layers of the Social Ecological Model to childhood obesity
The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contributio...
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Published in | Public health nutrition Vol. 18; no. 11; pp. 2055 - 2066 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Cambridge, UK
Cambridge University Press
01.08.2015
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Subjects | |
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Abstract | The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children's weight status.
Cross-sectional survey of randomly selected households with children living in low-income diverse communities.
A telephone survey conducted in 2009-2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child's residence to food and physical activity outlets.
Analysis based on 560 children whose parents participated in the survey and provided measured heights and weights.
Multiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children's weight status.
The approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions. |
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AbstractList | The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children's weight status.OBJECTIVEThe Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children's weight status.Cross-sectional survey of randomly selected households with children living in low-income diverse communities.DESIGNCross-sectional survey of randomly selected households with children living in low-income diverse communities.A telephone survey conducted in 2009-2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child's residence to food and physical activity outlets.SETTINGA telephone survey conducted in 2009-2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child's residence to food and physical activity outlets.Analysis based on 560 children whose parents participated in the survey and provided measured heights and weights.SUBJECTSAnalysis based on 560 children whose parents participated in the survey and provided measured heights and weights.Multiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children's weight status.RESULTSMultiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children's weight status.The approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions.CONCLUSIONSThe approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions. The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children’s weight status. Cross-sectional survey of randomly selected households with children living in low-income diverse communities. A telephone survey conducted in 2009–2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child’s residence to food and physical activity outlets. Analysis based on 560 children whose parents participated in the survey and provided measured heights and weights. Multiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children’s weight status. The approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions. Objective The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children's weight status. Design Cross-sectional survey of randomly selected households with children living in low-income diverse communities. Setting A telephone survey conducted in 2009-2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child's residence to food and physical activity outlets. Subjects Analysis based on 560 children whose parents participated in the survey and provided measured heights and weights. Results Multiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children's weight status. Conclusions The approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions. The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper applies the SEM to data collected at multiple levels, representing different layers of the SEM, and examines the unique and relative contribution of each layer to children's weight status. Cross-sectional survey of randomly selected households with children living in low-income diverse communities. A telephone survey conducted in 2009-2010 collected information on parental perceptions of their neighbourhoods, and household, parent and child demographic characteristics. Parents provided measured height and weight data for their children. Geocoded data were used to calculate proximity of a child's residence to food and physical activity outlets. Analysis based on 560 children whose parents participated in the survey and provided measured heights and weights. Multiple logistic regression models were estimated to determine the joint contribution of elements within each layer of the SEM as well as the relative contribution of each layer. Layers of the SEM representing parental perceptions of their neighbourhoods, parent demographics and neighbourhood characteristics made the strongest contributions to predicting whether a child was overweight or obese. Layers of the SEM representing food and physical activity environments made smaller, but still significant, contributions to predicting children's weight status. The approach used herein supports using the SEM for predicting child weight status and uncovers some of the most promising domains and strategies for childhood obesity prevention that can be used for designing interventions. |
Author | Yedidia, Michael J Crespo, Noe C Ohri-Vachaspati, Punam DeWeese, Robin S Todd, Michael DeLia, Derek |
AuthorAffiliation | 3 College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA 2 Center for State Health Policy, Institute for Health, Health Care Policy, & Aging Research, Rutgers University, New Brunswick, NJ, USA 1 School of Nutrition and Health Promotion, Arizona State University, 500 N 3rd Street, Phoenix, AZ 85004-2135, USA |
AuthorAffiliation_xml | – name: 2 Center for State Health Policy, Institute for Health, Health Care Policy, & Aging Research, Rutgers University, New Brunswick, NJ, USA – name: 1 School of Nutrition and Health Promotion, Arizona State University, 500 N 3rd Street, Phoenix, AZ 85004-2135, USA – name: 3 College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA |
Author_xml | – sequence: 1 givenname: Punam surname: Ohri-Vachaspati fullname: Ohri-Vachaspati, Punam email: Punam.Ohri-Vachaspati@asu.edu organization: School of Nutrition and Health Promotion, Arizona State University, 500 N 3rd Street, Phoenix, AZ 85004-2135, USA – sequence: 2 givenname: Derek surname: DeLia fullname: DeLia, Derek organization: Center for State Health Policy, Institute for Health, Health Care Policy, & Aging Research, Rutgers University, New Brunswick, NJ, USA – sequence: 3 givenname: Robin S surname: DeWeese fullname: DeWeese, Robin S organization: School of Nutrition and Health Promotion, Arizona State University, 500 N 3rd Street, Phoenix, AZ 85004-2135, USA – sequence: 4 givenname: Noe C surname: Crespo fullname: Crespo, Noe C organization: School of Nutrition and Health Promotion, Arizona State University, 500 N 3rd Street, Phoenix, AZ 85004-2135, USA – sequence: 5 givenname: Michael surname: Todd fullname: Todd, Michael organization: College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA – sequence: 6 givenname: Michael J surname: Yedidia fullname: Yedidia, Michael J organization: Center for State Health Policy, Institute for Health, Health Care Policy, & Aging Research, Rutgers University, New Brunswick, NJ, USA |
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Snippet | The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current paper... Objective The Social Ecological Model (SEM) has been used to describe the aetiology of childhood obesity and to develop a framework for prevention. The current... |
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SubjectTerms | Adolescent Adult Age Body Mass Index Body Weight Built environment Child Child, Preschool childhood obesity children Children & youth Cross-Sectional Studies data collection demographic statistics Demographics Diet Ecological models Economics and environment Education Environment Ethnicity etiology Exercise Female Food Gender Hispanic Americans Households Humans Logistic Models Low income groups Male Obesity Overweight Parents Pediatric Obesity - etiology Pediatric Obesity - prevention & control physical activity prediction Prevention regression analysis Research Papers Residence Characteristics Social Environment sociodemographic characteristics surveys Surveys and Questionnaires System theory Variables Young Adult |
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Title | The relative contribution of layers of the Social Ecological Model to childhood obesity |
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