J Physiol BiochemDOI 10.1007/s13105-012-0194-7
Dietary behaviors as associated factors for overweightand obesity in a sample of adolescents from Aquitaine,France
Caroline Carriere & Coralie Langevin &Thierry Lamireau & Sylvie Maurice & Hélène Thibault
Received: 31 January 2012 / Accepted: 22 June 2012
Abstract This study aimed to identify dietary behav-
overweight including obesity and obesity alone (adjust-
iors that might be considered as associated factors for
ment on sex, age, parental SES, and weight status and
overweight or obesity among French adolescents. Forty-
adolescents' sedentary activity). In addition to parental
nine of the 536 middle and high schools in Aquitaine
SES and weight status and adolescents' sedentary activ-
(southwest of France) were invited to take part in the
ity, some dietary behaviors are also independently and
study. For each school, participating adolescents were
significantly associated with a higher prevalence of
selected using stratification by grade. A self-report ques-
overweight including obesity: absence (OR 1.43,
tionnaire, including information about sex, age, dietary
0.91–2.23) or rare (OR 1.57, 1.23–2.01) breakfast intake
behaviors, physical and sedentary activities, and paren-
(p<0.01) and absence (OR 5.03, 3.19–7.92) or rare (OR
tal socioeconomic status (SES), was filled in by adoles-
1.90, 1.46–2.47) light afternoon meal intake (p<0.001).
cents during class. Overweight and obesity were defined
All variables were also significantly and independently
according to the age- and sex-specific body mass index
associated with obesity alone. This study shows that
cutoff points of the International Obesity Task Force.
socioeconomic factors and individual behaviors are as-
Multivariate analysis (logistic regression) was used to
sociated with overweight or obesity. These results con-
identify independent dietary factors associated with
firm the importance to carry out multifacetededucational actions among adolescents, by promotingphysical activity and healthy food choices in order to
prevent overweight and promote healthy lifestyle
Epidémiologie–Biostatistique, Université BordeauxSegalen, ISPED, Centre INSERM U897,
Keywords Children . Overweight . Obesity . Factors .
C. Carriere : C. Langevin : S. Maurice : H. Thibault
INSERM, ISPED, Centre INSERM U897–Epidémiologie–Biostatistique,33000 Bordeaux, France
T. LamireauService de Pédiatrie Médicale, CHU de Bordeaux,33000 Bordeaux, France
During childhood, nutritional intakes must be ade-quate to cover the energy needs for growth and
changes in body composition, especially during ado-
lescence when a peak of growth and puberty occurs.
33076 Bordeaux, Francee-mail: [email protected]
This increase in energy and nutrient requirements [
coincides with other factors that may affect food
details of the subjects' selection and method used
choices and nutrient intake of adolescents and thus
to measure adolescents' weight and height have
their nutritional status: progressive acquisition of au-
already been described in the first analysis pub-
tonomy, opposition to parents, will to experiment and
to be accepted by peers, and preoccupation with self-
Subjects were selected among adolescents attend-
image []. Nutritional deficiencies and poor eating
ing public middle and high schools. Schools were
habits established during adolescence can have long-
selected using a sampling procedure in order to be
term consequences, including chronic diseases, hyper-
representative of middle and high schools of the Aqui-
taine region, by taking into account the district, the
During the last decade, several public health actions
schools' geographical area, as well as teachers' will-
have been implemented in France to improve feeding
ingness to participate in the study. Thus, 49 of the 536
behavior of the population. The “French National Pro-
middle and high schools in Aquitaine were invited to
gram on Nutrition and Health1” was launched by the
participate in the study. For each school, adolescents
Ministry of Health in 2001 In the region of
were selected using stratification by grade, to consti-
Aquitaine (southwest of France), the Program “Nutri-
tute a panel of middle and high school class students
tion, prevention and health of children and teenagers
(the distribution of adolescents in the sample within
in Aquitaine2” was started in November 2004 and
each district was consistent with the distribution of
aims at improving dietary behaviors of children and
students in middle and high schools in Aquitaine).
adolescents by promoting healthy food consumption
The prevalence of overweight and obesity was studied
(particularly fruits and vegetables) and physical activ-
according to sex, age, physical activity, and sedentary
ity. Thereby, it has contributed to the stabilization of
childhood overweight prevalence in Aquitaine [In
A 99-item self-report questionnaire was completed
the framework of this regional program, a study enti-
by adolescents during class, under the supervision of
tled “Physical activity, lifestyle and dietary behaviors
physical education teachers. It included information
of adolescents in Aquitaine” was lead in 2004/2005
about sex, age, dietary behaviors, physical and seden-
among a sample of adolescents aged 11–18 years. A
first analysis, focused on data about physical and
Before the beginning of the investigation, an
sedentary activities, has shown that gender, age, pa-
approval from the local education authority of
rental overweight, and socioeconomic status (SES) as
Aquitaine was obtained. Prior consent for partici-
well as sedentary activity are strong risk factors for
pation was obtained from adolescents and their
adolescent's overweight and obesity ], which was
parents. Then, questionnaires were transmitted
without the adolescents identity, thus no ethics
To complete these results, a new analysis was carried
committee approval was required as the data ana-
out to assess if dietary behaviors were also factors
associated with overweight and obesity among adoles-cents. This paper describes this second analysis.
Weight and height were measured and recorded foreach adolescent by school nurses, using the same tools
and a standardized method. Body mass index (BMI)was calculated as weight/height² (in kilograms per
The study was performed among a sample of
square meter). The international age- and gender-
adolescents from middle and high schools in Aqui-
specific child cutoff points of the International Obesity
taine region (southwest France) in 2004/2005. The
Task Force (IOTF) [] were used to define overweight
and obesity. At the age of 18, the IOTF values for
“overweight” and “obese” correspond to a BMI of 25
Dietary behaviors as factors for overweight and obesity
Parental socioeconomic status (Parental SES)
Institute Inc., Cary, NC, USA). Univariate analysis ex-amined the association of variables concerning adoles-
The SES of father and mother were assessed according
cents or parents with overweight (obesity included) and
to their professional occupation. Three work catego-
obesity alone as dependent variables, using χ2 tests to
ries were defined: “high” (managers, executives, and
determine statistical significance. A p value <0.05 was
independent professionals); “medium” (craftsmen,
considered statistically significant. Variables found to be
tradesmen, shopkeepers, proprietary business owners,
significant at the univariate stage at p value <0.25 were
office workers, employees, farmers, and landholders);
then included into a multivariate analysis (logistic re-
and “low” (manual workers, retired, unemployed,
gression) using the same dependent variables.
etc.). The SES of the household was assessed bycombining both parents' status: high if at least oneparent had a high status; medium if at least one had
a medium status and none had a high status; and low ifboth parents had a low status.
Out of the 49 middle and high schools invited to takepart in the study, 6 declined to participate (response
rate 88 %). Questionnaires were filled in by 2,533students. In order to have homogeneous age groups,
Data collected on dietary behaviors tended to focus on
148 (5.8 %) adolescents aged less than 11 or more than
the rhythms of meals and not on their composition.
18 years old were excluded: 2,385 adolescents aged
Indeed, collected information concerned breakfast in-
11–18 years (1,213 boys and 1,172 girls) were includ-
take (everyday/not everyday/never), light afternoon
ed. Characteristics of adolescents, parental SES and
meal intake (always/sometimes or often/never), and
weight status, and adolescents' sedentary activity and
nibbling (never/sometimes/often or always).
dietary behaviors are described in Table Accordingto the IOTF references, 325 adolescents (13.6 %) were
overweight including obesity: 280 (11.7 %) were over-weight and 45 (1.9 %) were obese.
Sedentary activity was estimated by weekly time ofscreen viewing. The adolescents were asked to report
Factors associated with overweight (including obesity)
separately how many hours they spent watching tele-vision, using a computer, and playing video games on
a usual school day and a usual weekend day. Usualweekly time of screen viewing was calculated and
All variables included in the univariate analysis were
summed to create a total cumulative weekly time spent
significantly associated (p<0.05) with higher risk of
on screen viewing that we called “sedentary behavior.”
overweight (including obesity): male gender, low or
Then, sedentary activity level was divided into two
medium parental SES, absence (never) or rare (not
classes using the median of the sample: “<22 h/week”
everyday) breakfast intake, absence (never) or rare
(sometimes/often) light afternoon meal intake, a highlevel of sedentary activity (≥22 h/week), younger age
(11–14 years), and having at least one overweight parent(Table Frequent (often/always) nibbling was associ-
This item was filled in by adolescents themselves and
ated with a slight decrease of overweight prevalence.
was formulated as follows: “Does your father have anoverweight problem?” (yes/no) and “Does your moth-
er have an overweight problem?” (yes/no).
All variables included in the univariate analysis were
included in the multivariate complete model (Table After performing the logistic regression among ado-
Data were analyzed using the Statistical Analysis Sys-
lescents who had no missing data for all these varia-
tems (SAS) software package version 9.1 (SAS
bles (N02,211), the association between overweight
Table 1 Characteristics of a sample of adolescents (N02,385)
everyday) breakfast intake, absence (never) or rare
from middle and high schools in the Aquitaine region, France
(sometimes/often) light afternoon meal intake, high
level of sedentary activity (≥22 h/week), and havingat least one overweight parent (Table ).
In addition to variables significantly associated with
overweight in the univariate analysis (p<0.05), varia-
bles with a p value <0.25 were included in the multi-
variate complete model: gender and the SES of the
household (Table ). After performing the logistic
regression among adolescents who had no missing
data for all these variables (N02,221), a higher preva-
lence of obesity was still associated with absence
(never) or rare (not everyday) breakfast intake, absence
(never) or rare (sometimes/often) light afternoon meal
intake, high level of sedentary activity (≥22 h/week),
and having at least one overweight parent.
This study shows that parental SES and weight status
and adolescents' sedentary activity are variables asso-
ciated with overweight and obesity, confirming the
results previously reported by Thibault et al. ]. In
addition, we found that some dietary behaviors, i.e.
absence or rare breakfast and light afternoon meal
intake, are also independently and significantly asso-
ciated with a higher prevalence of overweight or obe-
sity. These results highlight the importance of the
breakfast and also the light afternoon meal to provideadequate and balanced nutritional amounts during
Adolescents having breakfast everyday have a lower
risk to be overweight or obese than those who have
breakfast not everyday or even never. It is now recog-
nized that regular breakfast consumption may have po-tential impact on the composition of the overall diet and
(including obesity) and all variables remains signifi-
contribute to reduce the risk of overweight and obesity,
but also of other chronic diseases [, , , ].
An original finding of this study is the influence of
light afternoon meal on corpulence. We found thatadolescents who never or sometimes have a light
afternoon meal have a significantly higher risk ofbecoming overweight or obese. The protective effect
Variables significantly associated with a higher preva-
of this meal has already been described [], but, to our
lence of obesity were: absence (never) or rare (not
knowledge, no other study previously showed an
Dietary behaviors as factors for overweight and obesity
Table 2 Prevalence and factors associated with overweight (including obesity) and obesity in a sample of adolescents (N02,385) inAquitaine (France)—univariate logistic regression analysis
independent association between afternoon meal and
The light afternoon meal should provide 10 %
of total daily energy intake. It is recommended to
According to school timetables in France, the
consume fruits (low glycemic index), dairy prod-
experts of the French National Program on Nutrition
ucts or complex carbohydrates (bread), and to limit
and Health recommend that children and adolescents
should have a light afternoon meal. Indeed, in France,
children and adolescents, the light afternoon meal
school usually starts at 8 a.m. and ends at 5 p.m., with
should be considered as a fourth meal (with break-
a lunch break between noon and 1 p.m. Therefore, a
fast, lunch, and dinner) and should not be con-
light meal intake after school (around 5 p.m.) reduces
fused with snacking or nibbling, which are
time between lunch and dinner and thus allows a better
unstructured and non-recommended intake.
distribution of caloric intake and limits nibbling before
The association between the absence or a rare light
dinner ]. The protective effect of the light after-
afternoon meal intake and a higher risk of overweight
noon meal could be linked to the growing evidence
or obesity found in our study confirms the relevance of
relating that a high meal frequency is inversely asso-
French recommendations, spread by the French Na-
tional Program on Nutrition and Health ] and the
Table 3 Factors associated with overweight (obesity included) and obesity in a sample of adolescents in Aquitaine (France)—multivariate logistic regression analysis
Program Nutrition, Prevention and health of children
answer the questionnaire and decreased the recogni-
tion of nibbling by overweight adolescents.
The unexpected association between the absence of
A limitation of this study is that our results do not
nibbling and overweight in the univariate analysis
allow us to conclude about causality between some
does not persist after adjusting data on adolescent's
factors and overweight or obesity prevalence. Howev-
characteristics and their dietary behaviors (multivari-
er, it seems reasonable to think that some environmen-
ate analysis). It may also be surprising to find no
tal factors such as parental SES are risk factors of
association between nibbling and the risk of being
overweight and obesity and not consequences. More-
overweight or obese. This could be the consequence
over, because of the absence of data about meal com-
of previous interventions aiming at limiting snacking
position, results could not be adjusted for total energy
and suppressing or improving the composition of food
intake, and thus, the apparently protective effect of
supply at school. Overweight or obese adolescents are
breakfast and light afternoon meal should be inter-
now aware of nutritional recommendations and of the
negative effects of nibbling between the four recom-
Several studies have shown that French adolescents
mended meals. This may have changed the way to
have a low fruit and vegetable consumption, an
Dietary behaviors as factors for overweight and obesity
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A Neurobehavioral Intervention and Assessment Program in Very Low BirthKaren Koldewijn, PT, Aleid van Wassenaer, MD, PhD, Marie-Jeanne Wolf, PhD, Dominique Meijssen, MSc,Bregje Houtzager, MSc, PhD, Anita Beelen, PhD, Joke Kok, MD, PhD, and Frans Nollet, MD, PhDObjective To determine whether the Infant Behavioral Assessment and Intervention Program (IBAIP) improvesdevelopment and behavior in ver