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Choy CC, Johnson W, Naseri T, Filipo V, Arorae MS, Tafunaina F, Unasa F, Savusa K, Reupena MS, Braun JM, Duckham RL, Soti-Ulberg C, McGarvey ST, Hawley NL. Shaping childhood obesity: behavioral and environmental risk factors associated with body mass index trajectories between 2 and 9 years in Samoan children. Int J Obes (Lond) 2025; 49:322-331. [PMID: 39472691 PMCID: PMC11805637 DOI: 10.1038/s41366-024-01665-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 10/20/2024] [Accepted: 10/22/2024] [Indexed: 11/15/2024]
Abstract
BACKGROUND/OBJECTIVE Pacific children are at high obesity risk, yet the behavioral and environmental factors that contribute to obesity development in this setting remain poorly understood. We assessed associations between childhood risk factors for obesity with body mass index (BMI) trajectories between ages 2-9 years in Samoa. SUBJECTS/METHODS In a prospective cohort of 485 children from 'Upolu, we measured weight and height at ages 2-4 (2015), 3.5-8 (2017-18), and 5.5-11 years (2019-20). Modern dietary pattern adherence was assessed using factor analysis of primary caregiver-reported food frequency questionnaire data. Physical activity was estimated with the Netherlands Physical Activity Questionnaire. Socioeconomic resources were assessed using an 18-item household asset score. Urbanicity was based on village residence. Associations of these risk factors with predicted weight, height, and BMI (at 1-year intervals and velocity) were assessed using multilevel cubic spline regressions. RESULTS Females had greater adjusted weight velocity with high modern dietary pattern adherence compared to low (p-value for interaction with age spline term 1 = 0.028 and age spline term 2 = 0.007). Starting at age 3 years, children with higher physical activity had higher BMI, but this association was not meaningful up to age 9 (all p-value > 0.05). Males with very high compared to low household assets had higher BMI from age 2 to 4 years (95% CI: 0.26-1.53 kg/m2, p = 0.006) and greater BMI velocity (p-value for interaction with age spline term 2 = 0.001). Males in the urban region had the greatest BMI gain after age 5 compared to the rural region (p-value for interaction with age spline term 2 = 0.014). CONCLUSIONS High, centile-crossing BMI trajectories suggest that obesity prevention and intervention are needed among Samoan children before age 9 years. Positive associations between high modern dietary pattern adherence, greater asset ownership, and urbanization offer initial insights into who, and which behavioral risk factors, should be prioritized in implementing public health solutions.
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Affiliation(s)
- Courtney C Choy
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College Street, New Haven, CT, 06520, USA.
- Department of Epidemiology, School of Public Health, Brown University, 121 South Main Street, Providence, RI, 02906, USA.
| | - William Johnson
- School of Sport, Exercise, and Health Sciences, Loughborough University, Epinal Way, Loughborough, LE11 3TU, UK
| | - Take Naseri
- Department of Epidemiology, School of Public Health, Brown University, 121 South Main Street, Providence, RI, 02906, USA
- Ministry of Health, Ifiifi Street, Motootua, Apia, Samoa
| | - Vaimoana Filipo
- Obesity, Lifestyle, and Genetic Adaptations Study Group, Apia, Samoa
| | | | - Faatali Tafunaina
- Obesity, Lifestyle, and Genetic Adaptations Study Group, Apia, Samoa
| | - Folla Unasa
- Obesity, Lifestyle, and Genetic Adaptations Study Group, Apia, Samoa
| | - Kima Savusa
- Obesity, Lifestyle, and Genetic Adaptations Study Group, Apia, Samoa
| | | | - Joseph M Braun
- Department of Epidemiology, School of Public Health, Brown University, 121 South Main Street, Providence, RI, 02906, USA
| | - Rachel L Duckham
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, 221 Burwood Highway, Burwood, VIC, 3125, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), The University of Melbourne and Western Health, 176 Furlong Road, St. Albans, VIC, 3021, Australia
| | | | - Stephen T McGarvey
- Department of Epidemiology, School of Public Health, Brown University, 121 South Main Street, Providence, RI, 02906, USA
- Department of Anthropology, Brown University, 128 Hope Street, Providence, RI, 02912, USA
| | - Nicola L Hawley
- Department of Chronic Disease Epidemiology, Yale School of Public Health, 60 College Street, New Haven, CT, 06520, USA
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Buksh SM, Hay P, de Wit JBF. Perceptions on Healthy Eating Impact the Home Food Environment: A Qualitative Exploration of Perceptions of Indigenous Food Gatekeepers in Urban Fiji. Nutrients 2023; 15:3875. [PMID: 37764659 PMCID: PMC10535398 DOI: 10.3390/nu15183875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 08/20/2023] [Accepted: 08/29/2023] [Indexed: 09/29/2023] Open
Abstract
The home food environment (HFE) can have important direct and indirect impacts on dietary practices. Nutrient transitions in the HFE of Pacific Island countries (PICs) are key contributors of the high rates of adult and childhood overweight and obesity in the region. Pacifica mothers are important sociocultural agents who play critical roles in their HFE through setting eating-appropriateness standards and mitigating the impacts of food availability and accessibility on the HFE. This study used an interpretative phenomenological approach to explore how urban indigenous Fijian mothers perceive healthy eating and how these perceptions impacted the food decisions they made for their families. Mothers in this study held complex, multifaceted perceptions on healthy eating and these perceptions had both positive and negative impacts on the family food choices they made, the strategies they adopted for healthy eating and their perceived motivators for healthy eating. The findings of this study underscore the need for a deeper understanding and analysis of uptake of public health messaging related to healthy and unhealthy eating and the importance of targeted promotion of healthful nutrition in this community. Promoting consumption of traditional and locally grown foods can enhance nutrition and food security and combat nutrition transition in the region.
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Affiliation(s)
- Shazna M. Buksh
- School of Law and Social Sciences, The University of the South Pacific, Suva 1168, Fiji;
- Translational Health Research Institute, Western Sydney University, Penrith, NSW 2751, Australia;
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Science, Utrecht University, 3584 CS Utrecht, The Netherlands
| | - Phillipa Hay
- Translational Health Research Institute, Western Sydney University, Penrith, NSW 2751, Australia;
| | - John B. F. de Wit
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Science, Utrecht University, 3584 CS Utrecht, The Netherlands
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de Vries Mecheva M, Rieger M, Sparrow R, Prafiantini E, Agustina R. Behavioural and environmental risk factors associated with primary schoolchildren's overweight and obesity in urban Indonesia. Public Health Nutr 2023; 26:1562-1575. [PMID: 37138496 PMCID: PMC10410387 DOI: 10.1017/s1368980023000897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 04/03/2023] [Accepted: 04/26/2023] [Indexed: 05/05/2023]
Abstract
OBJECTIVES To aid the design of nutrition interventions in low- and middle-income countries undergoing a nutrition transition, this study examined behavioural and environmental risk factors associated with childhood overweight and obesity in urban Indonesia. DESIGN Body height and weight of children were measured to determine BMI-for-age Z-scores and childhood overweight and obesity status. A self-administered parental survey measured socio-economic background, children's diet, physical activity, screen time and parental practices. Logistic and quantile regression models were used to assess the association between risk factors and the BMI-for-age Z-score distribution. SETTING Public primary schools in Central Jakarta, sampled at random. PARTICIPANTS Children (n 1674) aged 6-13 years from 18 public primary schools. RESULTS Among the children, 31·0 % were overweight or obese. The prevalence of obesity was higher in boys (21·0 %) than in girls (12·0 %). Male sex and height (aOR = 1·67; 95 % CI 1·30, 2·14 and aOR = 1·16; 95 % CI 1·14, 1·18, respectively) increased the odds of being overweight or obese, while the odds reduced with every year of age (aOR = 0·43; 95 % CI 0·37, 0·50). Maternal education was positively associated with children's BMI at the median of the Z-score distribution (P = 0·026). Dietary and physical activity risk scores were not associated with children's BMI at any quantile. The obesogenic home food environment score was significantly and positively associated with the BMI-for-age Z-score at the 75th and 90th percentiles (P = 0·022 and 0·023, respectively). CONCLUSIONS This study illustrated the demographic, behavioural and environmental risk factors for overweight and obesity among primary schoolchildren in a middle-income country. To foster healthy behaviours in primary schoolchildren, parents need to ensure a positive home food environment. Future sex-responsive interventions should involve both parents and children, promote healthy diets and physical activity and improve food environments in homes and schools.
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Affiliation(s)
- Margarita de Vries Mecheva
- The International Institute of Social Studies of Erasmus University Rotterdam, 2518 AXThe Hague, the Netherlands
| | - Matthias Rieger
- The International Institute of Social Studies of Erasmus University Rotterdam, 2518 AXThe Hague, the Netherlands
| | - Robert Sparrow
- The International Institute of Social Studies of Erasmus University Rotterdam, 2518 AXThe Hague, the Netherlands
- Development Economics Group, Wageningen University, Wageningen, the Netherlands
| | - Erfi Prafiantini
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia – Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
- Human Nutrition Research Center, Indonesian Medical Education and Research Institute (HNRC-IMERI), Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Rina Agustina
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia – Dr Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
- Human Nutrition Research Center, Indonesian Medical Education and Research Institute (HNRC-IMERI), Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
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Tsai MM, Frongillo EA, Ritchie LD, Woodward-Lopez G, Au LE. Factor Analysis Reduces Complex Measures of Nutrition Environments in US Elementary and Middle Schools into Cohesive Dimensions in the Healthy Communities Study. J Nutr 2021; 151:1286-1293. [PMID: 33693783 PMCID: PMC8243776 DOI: 10.1093/jn/nxaa450] [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: 10/02/2020] [Revised: 11/19/2020] [Accepted: 12/22/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Although it has been recommended that schools be the hub of efforts to improve child nutrition, research describing school nutrition environments in US public schools and their associations with child health is limited. OBJECTIVE This study aimed to evaluate the applicability of factor analysis methods to characterize school nutrition environments by identifying underlying factors, or dimensions, in the observed data and to examine the relation between school nutrition environment dimensions and child anthropometric and dietary outcomes. METHODS This study examined a cross-sectional sample of 4635 US children aged 4-15 y from 386 US elementary and middle schools from the Healthy Communities Study (2013-2015). Data collected from schools were used to create 34 variables that assessed the school nutrition environment. To identify dimensions of school nutrition environments, exploratory factor analysis was conducted with orthogonal rotation, and factor scores were derived using methods to account for sporadic missing data. Mixed-effects regression models adjusted for child- and community-level variables and clustered by community and school examined the associations of school nutrition environment dimensions with child anthropometric and dietary outcomes. RESULTS Six dimensions of school nutrition environments were derived: nutrition education, food options, wellness policies, dining environment, unhealthy food restriction, and nutrition programs. The unhealthy food restriction dimension was negatively associated with added sugar intake (β = -1.13, P < 0.0001), and the wellness policies dimension was positively associated with waist circumference (β = 0.57, P = 0.01). CONCLUSIONS This study demonstrates how factor analysis can reduce multiple measures of complex school nutrition environments into conceptually cohesive dimensions for purposes of assessing the relation of these dimensions to student health-related outcomes. Findings were mixed and indicate that the restriction of unhealthy foods in school is associated with lower added sugar intake. Additional, longitudinal studies are needed to substantiate the utility of this method for identifying promising school nutrition environments.
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Affiliation(s)
- Marisa M Tsai
- Nutrition Policy Institute, Division of Agriculture and
Natural Resources, University of California, Oakland, CA,
USA
| | - Edward A Frongillo
- Department of Health Promotion, Education, and Behavior,
University of South Carolina, Columbia, SC, USA
| | - Lorrene D Ritchie
- Nutrition Policy Institute, Division of Agriculture and
Natural Resources, University of California, Oakland, CA,
USA
| | - Gail Woodward-Lopez
- Nutrition Policy Institute, Division of Agriculture and
Natural Resources, University of California, Oakland, CA,
USA
| | - Lauren E Au
- Department of Nutrition, University of
California, Davis, CA, USA
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Kral TVE, Moore RH, Chittams J, O'Malley L, Jones E, Quinn RJ, Fisher JO. Does eating in the absence of hunger extend to healthy snacks in children? Pediatr Obes 2020; 15:e12659. [PMID: 32548966 DOI: 10.1111/ijpo.12659] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 04/24/2020] [Accepted: 05/04/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVES To assess if eating in the absence of hunger (EAH) extends to healthier snacks and examine the relationship between the home food environment and EAH in children with normal weight (NW) or overweight/obesity (OB) who are at low risk (LR) or high risk (HR) for obesity based on maternal obesity. METHODS EAH was assessed after lunch and dinner when children received either low energy dense fruit snacks or high energy dense sweet/savoury snacks. The availability of obesogenic foods in the home was assessed by the Home Food Inventory. RESULTS Data showed significant main effects of risk group (P=.0003) and snack type (P < .001). EAH was significantly greater in HR-OB (284±8 kcal) than LR-NW (249±9 kcal) or HR-NW (251±8 kcal) children. Serving fruit rather than sweet/savoury snacks reduced energy intake, on average, by 60% (223 kcal) across risk groups. For each unit increase in the obesogenic home food environment, EAH of sweet/savoury snacks decreased by 1.83 calories. CONCLUSIONS Offering low energy dense snacks after a meal can moderate EAH and increase children's intake of healthy foods. Increased access to obesogenic foods in the home may reduce the salience of high energy dense snacks when they become available in other settings.
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Affiliation(s)
- Tanja V E Kral
- Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Reneé H Moore
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Jesse Chittams
- Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Lauren O'Malley
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Elizabeth Jones
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ryan J Quinn
- Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jennifer O Fisher
- Department of Social and Behavioral Sciences, College of Public Health, Temple University, Philadelphia, Pennsylvania, USA
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Family-based treatment program contributors to child weight loss. Int J Obes (Lond) 2020; 45:77-83. [PMID: 32546860 PMCID: PMC7738379 DOI: 10.1038/s41366-020-0604-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 04/08/2020] [Accepted: 05/14/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND Multicomponent family-based behavioral treatment (FBT) program for pediatric obesity includes nutrition and physical activity education, as well as behavior therapy techniques. Studies suggest that parent weight loss is the best predictor of child weight loss in FBT. However, given the important role that parents play in the implementation of FBT for their child, isolating the effects of specific FBT treatment component requires consideration of parent influences over time. METHODS The following treatment components were assessed: stimulus control (high/low-fat food items in home), nutrition knowledge, energy intake, physical activity, and parental monitoring, as well as weekly anthropometric measures. Adjusted models of interest using inverse probability weights were used to evaluate the effect of specific FBT components on time-varying child weight loss rate, adjusting for time-varying influence of parent weight loss. RESULTS One hundred thirty-seven parent-child dyads (CHILD: mean BMI = 26.4 (3.7) and BMIz = 2.0 (0.3); mean age = 10.4 (1.3); 64.1% female; ADULT: mean BMI = 31.9 (6.3); mean age = 42.9 (6.5); 30.1% Hispanic parents; 87.1% female) participated in an FBT program. In traditional model, adult BMI change (b = 0.08; p < 0.01) was the most significant predictor of child weight loss rates and no other treatment components were significant (p's > 0.1). In models that accounted for potential influences from parental weight loss and differential attendance during treatment period, lower availability of high-fat items (b = 1.10, p < 0.02), higher availability of low-fat items (b = 3.73; p < 0.01), and higher scores on parental monitoring practices (b = 1.10, p < 0.01) were associated with greater rates of weight loss, respectively. CONCLUSION Results suggest that outside of parent weight change, changes in stimulus control strategies at home and improved parental-monitoring practices are important FBT components for child weight loss.
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Dietary patterns and their associations with home food availability among Finnish pre-school children: a cross-sectional study. Public Health Nutr 2018; 21:1232-1242. [DOI: 10.1017/s1368980017003871] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
AbstractObjectiveTo study the associations between home food availability and dietary patterns among pre-school children.DesignCross-sectional study in which parents of the participating children filled in an FFQ and reported how often they had certain foods in their homes. We derived dietary pattern scores using principal component analysis, and composite scores describing the availability of fruits and vegetables as well as sugar-enriched foods in the home were created for each participant. We used multilevel models to investigate the associations between availability and dietary pattern scores.SettingThe DAGIS study, Finland.SubjectsThe participants were 864 Finnish 3–6-year-old children recruited from sixty-six pre-schools. The analyses included 711 children with sufficient data.ResultsWe identified three dietary patterns explaining 16·7 % of the variance. The patterns were named ‘sweets-and-treats’ (high loadings of e.g. sweet biscuits, chocolate, ice cream), ‘health-conscious’ (high loadings of e.g. nuts, natural yoghurt, berries) and ‘vegetables-and-processed meats’ (high loadings of e.g. vegetables, cold cuts, fruit). In multivariate models, the availability of fruits and vegetables was inversely associated with the sweets-and-treats pattern (β=−0·05, P<0·01) and positively associated with the health-conscious (β=0·07, P<0·01) and vegetables-and-processed meats patterns (β=0·06, P<0·01). The availability of sugar-enriched foods was positively associated with the sweets-and-treats pattern (β=0·10, P<0·01) and inversely associated with the health-conscious pattern (β=−0·03, P<0·01).ConclusionsConsidering dietary patterns, the availability of sugar-enriched foods in the home seems to have a stronger role than that of fruits and vegetables. Parents should restrict the availability of unhealthy foods in the home.
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Strategies for public health initiatives targeting dairy consumption in young children: a qualitative formative investigation of parent perceptions. Public Health Nutr 2017; 20:2893-2908. [PMID: 28851477 DOI: 10.1017/s1368980017002038] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Dairy products contain essential nutrients to ensure healthy growth and bone development in children. However, a significant proportion of children in developed countries fail to consume the daily recommended intake of dairy products. Parents are the gatekeepers of familial nutritional intake and represent a potential vehicle through which to increase dairy consumption in children. As such, formative research was conducted to gain insight into parents' perceived barriers to and benefits of purchasing and consuming dairy products and to develop innovative message content that could be utilized in future public health campaigns. DESIGN Seven in-depth group interviews were conducted in two phases between February and May 2015. SETTING Interviews were conducted in local recreational centres and libraries in British Columbia, Canada. SUBJECTS Mothers (n 21, mean age 38 (sd 5) years) and fathers (n 9, mean age 38 (sd 3) years) of children aged 4-10 years. RESULTS Parents perceived both positive and negative physical outcomes associated with consuming dairy. Lack of trustworthy information was a frequently discussed barrier theme to purchasing and consuming dairy products. Mothers were concerned about the cost of dairy products. Differences in purchasing and consumption strategies were reported between parents of children who consumed adequate dairy and those who did not. Parents believed the most appropriate communication channel was through print material. CONCLUSIONS Messages targeting parents, as a means of increasing dairy consumption in children, should address barriers identified by parents. In addition, practical tips should be provided to promote purchasing and consumption of dairy products.
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