ABSTRACT
OBJECTIVE: To evaluate potential associations between diet- and physical activity-related lifestyle patterns and obesity indices in a cohort of children. STUDY DESIGN: Dietary and physical activity information and anthropometric indices were collected from 1138 children (53% girls; age, 11.2 ± 0.7 years). Dietary intake was evaluated with two 24-hour recalls, which were analyzed for nutrient and food intake, eating frequency, and meal quality. Principal component analysis was used to extract salient lifestyle patterns. RESULTS: Five lifestyle behavioral patterns were identified. The "dinner, cooked meals and vegetables pattern," a multidimensional lifestyle pattern including the consumption of vegetables, cooked meals, and eating dinner, was negatively associated with all obesity indices, even after adjustment for potential confounders and exclusion of low energy reporters. A "high fiber pattern," representing high consumption of whole-grain cereals, legumes, and low intake of sugar-sweetened beverages was negatively correlated with obesity indices; when the analysis included only acceptable energy reporters, these associations became non-significant, except for triceps skinfolds. CONCLUSIONS: Our findings are supportive of the synergistic or conditional effects of distinct lifestyle-related behaviors on obesity. Although these results are hypothesis-generating and need replication, they suggest potential preventive approaches, interventional approaches, or both to combat childhood obesity.
Subject(s)
Cooking , Diet , Feeding Behavior , Life Style , Motor Activity , Overweight/epidemiology , Vegetables , Child , Cross-Sectional Studies , Female , Humans , MaleABSTRACT
BACKGROUND: Although eating and physical activity behaviors have been previously individually investigated with regard to overweight in children, multidimensional lifestyle patterns, based on these behaviors, have not been explored. OBJECTIVE: To assess lifestyle patterns in relation to body mass index (BMI), in a nationally representative sample of the Greek pediatric population DESIGN: Cross-sectional study. Data were collected from May through July 2007. SUBJECTS: The sample consisted of 1,305 children and adolescents (ages 3 to 18 years). MAIN OUTCOME MEASURES: Information on participants' dietary intake, eating behaviors, physical activity habits, and BMI were collected. Adherence to the Mediterranean diet guidelines was evaluated using the KIDMED Mediterranean diet quality index; the higher the score in this index the more favorable the dietary pattern. The Goldberg cut-off limits for the ratio of energy intake/basal metabolic rate were used to evaluate dietary low energy reporting and participants were accordingly classified as low-energy reporters. STATISTICAL ANALYSIS: Principal component analysis was performed to identify participants' lifestyle patterns. Associations between BMI and lifestyle patterns were further evaluated using multiple linear regression analyses, after controlling for potential confounders. RESULTS: Principal component analysis identified seven lifestyle patterns explaining 85% of the total variance of lifestyle habits. A lifestyle pattern characterized by higher eating frequency, breakfast consumption and higher KIDMED score was negatively associated with BMI (standardized beta=-.125, P<0.001), after controlling for age, sex, and parental education. The association remained significant even when low-energy reporters were excluded from the analysis. CONCLUSIONS: Results from the study suggest a potential intercorrelation and protective action of selected eating behaviors, namely eating frequency, breakfast consumption, and adherence to the Mediterranean diet, against overweight and obesity in children and adolescents.
Subject(s)
Body Mass Index , Diet, Mediterranean/statistics & numerical data , Feeding Behavior , Health Behavior , Life Style , Overweight/prevention & control , Adolescent , Child , Child, Preschool , Cluster Analysis , Cross-Sectional Studies , Female , Greece , Humans , Interviews as Topic , Leisure Activities , Linear Models , Male , Nutrition Policy , Obesity/prevention & control , Principal Component Analysis , TelephoneABSTRACT
Data from studies in pediatric samples exploring adherence to the Mediterranean diet are scarce. The aim of the present work was to explore adherence to a Mediterranean diet pattern in a representative sample of Greek children and adolescents. The study sample (n = 1305, 3-18 y) was representative of the Greek pediatric population in terms of sex and age. Information on participants' sociodemographic, anthropometric, and lifestyle characteristics were collected through telephone interviews. Adherence to the Mediterranean diet guidelines for adults and to the general dietary guidelines for children was evaluated using KIDMED scores: the higher the score, the more favorable the dietary pattern. The Goldberg cut-off limits for the ratio of energy intake:basal metabolic rate were used to evaluate dietary underreporting and children were accordingly classified as low energy reporters (LER) or non-LER. Only 11.3% of children and 8.3% of adolescents had an optimal KIDMED score (>/=8). In adolescents, partial correlation analysis revealed a negative weak association between KIDMED and BMI (r = -0.092; P = 0.031), which remained significant in the non-LER subgroup (r = -0.137, P = 0.011). Multiple regression analysis revealed that higher KIDMED scores were associated, in non-LER children, with less time spent on sedentary activities (P = 0.002) and higher paternal education (P = 0.050), whereas in adolescents, with younger age (P = 0.001), less time spent on sedentary activities (P = 0.015), higher maternal education (P = 0.014), and higher eating frequency (P = 0.041). In conclusion, low adherence rates to the Mediterranean diet were observed in Greek children and adolescents; this evidence needs to be further explored regarding its impact on health and disease.
Subject(s)
Diet, Mediterranean/statistics & numerical data , Guideline Adherence/statistics & numerical data , Adolescent , Body Mass Index , Child , Educational Status , Feeding Behavior , Female , Greece , Humans , Interviews as Topic , Leisure Activities , Life Style , Male , Mothers , Patient Compliance/statistics & numerical data , TelephoneABSTRACT
BACKGROUND: There is limited evidence on the role of genetic and environmental factors in the etiology of childhood obesity, a major health problem worldwide. METHODS: The Gene-Diet Attica Investigation on childhood obesity (GENDAI) evaluates the contributions to and pivotal interactions of genetic, dietary and physical activity variables on children's weight. We describe the design, methodology, and present preliminary data. So far, 920 participants have been enrolled and the final projected sample is 1000 fifth- and sixth-grade students from selected elementary schools in Attica (10-14 years). In this school-based cross-sectional study, more than 400 variables describing anthropometric, dietary, clinical, genetic, sociodemographic and other lifestyle characteristics were collected from participating children and their families. RESULTS: Increased body mass index was identified in 39.3% of subjects (30.5% overweight and 8.8% obese), with males presenting a more unfavorable metabolic profile, i.e., higher blood lipids, glucose, and insulin, compared to females. Normal-weight children had a significant advantage when compared to all children of increased weight in terms of lipid profile and insulin, as well as behaviors examined. Specifically, normal-weight children exhibited less skipping of meals and less sedentary activities. CONCLUSIONS: The overall high prevalence of overweight and obesity in the current population is significant and underscores the need for environmental and genetic information that will shed light on the phenomenon of childhood obesity.