Objectives. Despite recognition of the important influence of environmental
determinants on physical activity patterns, minimal empirical research has
been done to assess the impact of environmental/contextual determinants of
physical activity. This article aims to investigate environmental and soci
odemographic determinants of physical activity and inactivity patterns amon
g subpopulations of US adolescents. We define environmental determinants as
modifiable factors in the physical environment that impose a direct influe
nce on the opportunity to engage in physical activity. The present research
examines environmental and sociodemographic determinants of physical activ
ity and inactivity with the implication that these findings can point towar
d societal-level intervention strategies for increasing physical activity a
nd decreasing inactivity among adolescents.
Study Design and Methodology. The study population consists of nationally r
epresentative data from the 1996 National Longitudinal Study of Adolescent
Health on 17 766 US adolescents enrolled in US middle and high schools (inc
luding 3933 non-Hispanic blacks, 3148 Hispanics, and 1337 Asians). Hours/we
ek of inactivity (TV/video viewing and video/computer games) and times/week
of moderate to vigorous physical activity were collected by questionnaire.
Outcome variables were moderate to vigorous physical activity and inactivi
ty, which were broken into categories (physical activity: 0-2 times/week, 3
-4 times/week, and >5 times/week; inactivity: 0-10 hours/week, 11-24 hours/
week, and >25 hours/week). Sociodemographic and environmental correlates of
physical activity and inactivity were used as exposure and control variabl
es and included sex, age, urban residence, participation in school physical
education program, use of community recreation center, total reported inci
dents of serious crime in neighborhood, socioeconomic status, ethnicity, ge
neration of residence in the United States, presence of mother/father in ho
usehold, pregnancy status, work status, in-school status, region, and month
of interview.
Logistic regression models of high versus low and medium physical activity
and inactivity were used to investigate sex and ethnic interactions in rela
tion to environmental and sociodemographic factors to examine evidence for
the potential impact of physical education and recreation programs and soci
odemographic factors on physical activity and inactivity patterns.
Results. Moderate to vigorous physical activity was lower and inactivity hi
gher for non-Hispanic black and Hispanic adolescents. Participation in scho
ol physical education programs was considerably low for these adolescents a
nd decreased with age. Participation in daily school physical education (PE
) program classes (adjusted odds ratio [AOR]: 2.21; confidence interval [CI
]: 1.82-2.68) and use of a community recreation center (AOR: 1.75; CI: 1.56
-1.96) were associated with an increased likelihood of engaging in high lev
el moderate to vigorous physical activity. Maternal education was inversely
associated with high inactivity patterns; for example, having a mother wit
h a graduate or professional degree was associated with an AOR of .61 (CI:
.48-.76) for high inactivity. High family income was associated with increa
sed moderate to vigorous physical activity (AOR: 1.43; CI: 1.22-1.67) and d
ecreased inactivity (AOR: .70; CI: .59-.82). High neighborhood serious crim
e level was associated with a decreased likelihood of falling in the highes
t category of moderate to vigorous physical activity (AOR: .77; CI: .66-.91
).
Conclusions. These results show important associations between modifiable e
nvironmental factors, such as participation in school PE and community recr
eation programs, with activity patterns of adolescents. Despite the marked
and significant impact of participation in school PE programs on physical a
ctivity patterns of US adolescents, few adolescents participated in such sc
hool PE programs; only 21.3% of all adolescents participated in 1 or more d
ays per week of PE in their schools. In addition to the more readily modifi
able factors, high crime level was significantly associated with a decrease
in weekly moderate to vigorous physical activity.
The key modifiable factors that had an impact on physical activity did not
affect inactivity. Thus, it is clear that physical activity and inactivity
were associated with very different determinants. Although physical activit
y was most associated with environmental factors, inactivity was most assoc
iated with sociodemographic factors.
The data presented here confirm what researchers and pediatricians have kno
wn intuitively; however, these relationships have not been tested empirical
ly, nor have they been studied in any nationally representative survey of U
S school-aged children. These findings show that patterns in inactivity can
not be explained using the environmental factors studied here and, thus, it
is clearly important that researchers search for other environmental deter
minants likely to impact inactivity.
National-level strategies must include attention to school PE and community
recreation programs, particularly for segments of the US population withou
t access to resources and opportunities that allow participation in physica
l activity. Research to measure and explore the effects of other environmen
tal determinants of activity and to ascertain whether there are any environ
mental determinants of inactivity are important future research directions.