Social-Cognitive and School Factors in Initiation of Smoking
among Adolescents: A Prospective Cohort Study
Pernille Envold Bidstrup,
1
Kirsten Frederiksen,
2
Volkert Siersma,
3
Erik Lykke Mortensen,
4
Lone Ross,
5
Mathilde Vinther-Larsen,
6
Morten Grønbæk,
6
and Christoffer Johansen
1
Departments of
1
Psychosocial Cancer Research and
2
Statistics and Epidemiology, Institute of Cancer Epidemiology, Danish Cancer Society;
3
Research Unit and Department of General Practice and
4
Department of Health Psychology, Institute of Public Health,
University of Copenhagen;
5
Research Unit, Department of Palliative Medicine, Bispebjerg Hospital;
6
Danish National Institute of Public Health, Copenhagen, Denmark
Abstract
Aims: The aim of the present study was to examine
the association between social-cognitive factors, school
factors, and smoking initiation among adolescents who
had never smoked.
Methods: The study was based on longitudinal data on
Danish adolescents attending randomly selected public
schools. Adolescents enrolled in grade 7 (mean age,
13 years) who had never smoked (n = 912) were fol-
lowed up for 6 months after baseline. Those who had
still never smoked were followed up again 18 months
after baseline, in grade 8 (n = 442). Social-cognitive
factors were examined with five measures: self-efficacy,
social influence (norms), social influence (behavior),
social influence (pressure), and attitude. We used mul-
tilevel analyses to estimate the associations between
social-cognitive factors at baseline and smoking initi-
ation as well as the random effects of school, school
class, and gender group in the school class.
Results: At the first follow-up, we found significant
associations between attitude, father’s smoking, best
friend’s smoking, and smoking initiation. At the
second follow-up, we found a significant association
with pressure to smoke from friends. Of the school
factors, gender group in the school class showed an
effect at both first and second follow-up.
Conclusion: Our results suggest that father’s smoking,
best friend’s smoking, attitude, and pressure to smoke
from friends affect smoking initiation. The results for
school factors suggest an effect of classmates of the
same gender, which has not previously been examined
longitudinally. (Cancer Epidemiol Biomarkers Prev
2009;18(2):384–92)
Introduction
To prevent smoking, it is essential to understand why
someadolescentsstartexperimentingwithcigarettesand
some do not. Several social and psychological factors
have been suggested to affect smoking initiation, and
severaltheorieshavebeenproposedtodescribehowand
why these factors are related to smoking initiation.
Ideally, these theories would allow precise prediction
of smoking initiation and thus form a basis for
prevention. One proposed theory is the ASE model,
which suggests that attitude, social influence (smoking,
norms, and pressure from parents and friends), and self-
efficacy(believingthatonewillbeabletorefusecigarette
offers) influence the decision to experiment with ciga-
rettes (1, 2). The ASE model was developed by de Vries
and colleagues (1). It is an integrative model, combining
theoretical constructs from cognitive affective theory,
specifically the ‘‘theory of reasoned action’’ of Fishbein
and Ajzen (attitude, social norms, self-efficacy, and
pressure), and the ‘‘social cognitive learning theory’’ of
Bandura (behavior of others and self-efficacy; ref. 3).
The theory of reasoned action states that the intention
todocertainbehavioristhemostimportantdeterminant
of later behavior (4). Beliefs about the personal con-
sequences of behavior (attitude) are seen as the most
importantpredictorofintentionandactualbehavior.The
social-cognitive learning theory of Bandura also focuses
on intention and attitude but also emphasizes behavior-
specific modeling or imitation in the acquisition of social
behavior (5). The self-efficacy construct was introduced
by Bandura in his social cognitive learning theory, and a
similarbutbroaderconstructwaslateradoptedbyAjzen
in his theory of planned behavior, where it was called
‘‘perceived behavioral control.’’ In a previous article (6),
we extended the ASE model by adding three school
factors and thus taking into account the fact that ado-
lescentsareaffectedbypeopleintheirproximity(Fig.1).
Previous studies, including two reviews, have shown
that the school (7–10), the school class, and the gender
groupintheschoolclass(11)mayplayimportantrolesin
smoking status. The school environment can be impor-
tant because adolescents at the same school share
attributes, such as their physical environment and
neighborhood. Adolescents in the same school class
furthermore have the same teachers and spend up to 9
years together on school days. Adolescents in the same
gender group (boys versus girls) in a school class also
often share friends (12). These school factors have been
found to be of particular importance in studies in which
Cancer Epidemiol Biomarkers Prev 2009;18(2). February 2009
Received9/9/08;revised10/21/08;accepted10/29/08;publishedOnlineFirst02/03/2009.
Grant support: Pharmaceutical Foundation of 1991 (Apoterkerfonden af 1991),
Danish Lung Association’s Research Foundation (Danmarks Lungeforenings
Forskningsfond), and Foundation of 17.12.1981 (Fonden af 17.12.1981).
Requests for reprints: Pernille Envold Bidstrup, Department of Psychosocial
Cancer Research, Institute of Cancer Epidemiology, Danish Cancer Society,
Strandboulevarden 49, DK-2100 Copenhagen, Denmark. Phone: 45-3525-7600;
Fax: 45-3525-7721. E-mail: pernille@cancer.dk
Copyright D 2009 American Association for Cancer Research.
doi:10.1158/1055-9965.EPI-08-0584
384
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