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Physical Education Increases Daily Moderate to Vigorous Physical Activity and Reduces Sedentary Time

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Background: Physical activity (PA) is important to mental and physical health. Physical education (PE) lessons have the potential to increase daily moderate to vigorous PA (MVPA) and reduce sedentary time (SED). We measured MVPA and SED in primary school PE, determined the contribution of PE to daily MVPA and SED, and compared PA on days with and without PE. Methods: PA was measured in 504 first (ages 7-9) and second (ages 10-12) school level children for 1 school week, with inclusion criteria of at least 10 hours of valid data. Linear mixed methods were used for data analysis. Results: In PE, students spent 28.6 ± 16.5% in MVPA and 29.3 ± 19.8% in SED. Each additional MVPA minute in PE was associated with 1.4 more daily MVPA minutes. On days with PE, students had 12.8 (95% CI 10.5; 15.0) minutes more MVPA and 9.7 (95% CI 16.3; 3.1) minutes less SED compared with days without PE. Conclusions: Although MVPA in PE was relatively low and SED high, PE significantly increased daily MVPA and reduced SED, confirming the important role of PE in supporting the healthy development of children.
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RESEARCHARTICLE
Physical Education Increases Daily Moderate
to Vigorous Physical Activity and Reduces
Sedentary Time
KERLI MOOSES,MSc
aMARET PIHU, PhDbEVA-MARIA RISO, PhDcAAVE HANNUS,MSc
dPRIIT KAASIK, PhDeMERIKE KULL, PhDf
ABSTRACT
BACKGROUND: Physical activity (PA) is important to mental and physical health. Physical education (PE) lessons have the
potential to increase daily moderate to vigorous PA (MVPA) and reduce sedentary time (SED). We measured MVPA and SED
in primary school PE, determined the contribution of PE to daily MVPA and SED, and compared PA on days with and without PE.
METHODS: PA was measured in 504 first (ages 7-9) and second (ages 10-12) school level children for 1 school week, with
inclusion criteria of at least 10 hours of valid data. Linear mixed methods were used for data analysis.
RESULTS: In PE, students spent 28.6 ±16.5% in MVPA and 29.3 ±19.8% in SED. Each additional MVPA minute in PE was
associated with 1.4 more daily MVPA minutes. On days with PE, students had 12.8 (95% CI 10.5; 15.0) minutes more MVPA
and 9.7 (95% CI 16.3; 3.1) minutes less SED compared with days without PE.
CONCLUSIONS: Although MVPA in PE was relatively low and SED high, PE significantly increased daily MVPA and reduced
SED, confirming the important role of PE in supporting the healthy development of children.
Keywords: physical activity; physical education; sedentary time; moderate to vigorous physical activity (MVPA).
Citation: Mooses K, Pihu M, Riso E-M, Hannus A, Kaasik P, Kull M. Physical education increases daily moderate to vigorous
physical activity and reduces sedentary time. J Sch Health. 2017; 87: 602-607.
Received on January 24, 2016
Accepted on February 14, 2017
There is ample evidence that besides having a key
role in disease and obesity prevention physical
activity (PA) supports mental health and academic
achievement.1,2 To gain the necessary health benefits,
children and youth should accumulate at least
60 minutes of moderate to vigorous PA (MVPA) every
day.1,3 Furthermore, similarly to MVPA, sedentary
behavior has been shown to be an independent health
risk factor.4,5
The school has great potential in helping to
meet the PA guidelines and reduce sedentary time
among students. Whole school programs have been
suggested to be one of the best investments to increase
population-level PA.6On average, in-school PA
accounts for 30-40% of children’s total daily MVPA,7,8
aDoctoral Student, (Kerli.Mooses@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
bLecturer, (Maret.Pihu@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
cResearch Fellow, (Eva-Maria.Riso@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
dResearch Fellow, (Aave.Hannus@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
eProfessor, (Priit. Kaasik@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
fLecturer, (Merike.Kull@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
Address correspondence to: Kerli Mooses, Doctoral Student, (Kerli.Mooses@ut.ee), University of Tartu, Jakobi 5, Tartu, Estonia 51014.
Publication of this article was funded by Eesti Teadusagentuur (IUT 20-58).
with important input from physical education (PE)
lessons.9,10 At the same time systematic reviews reveal
that children spend less than 45% of total PE in
MVPA,11,12 which is less than the recommended
50%.13
Time spent in MVPA during PE varies according
to the measurement instruments. For example, time
spent in MVPA during PE has been reported to be
approximately 35% when measured objectively with
an accelerometer,11,12 whereas observational methods
have demonstrated 25% higher values.12 Many studies
focus only on MVPA in PE,10,14-16 and only few studies
using objectively measured PA data have explored the
sedentary time in PE.17-19 As sedentary time is an
independent health risk factor, there is a need for
602 Journal of School Health August 2017, Vol. 87, No. 8 ©2017, American School Health Association
more comprehensive understanding of sedentary time
during PE and the school day.
In addition, there is an ongoing debate whether
children compensate for higher school day PA
outside the school.20,21 According to the ‘‘activitystat’’
hypothesis, children have an energy expenditure set
point, and they therefore compensate for increased
PA in one part of the day by decreasing the PA of
another.22 According to this hypothesis, participation
in PE could reduce after-school PA. Earlier studies
concerning PE have concentrated only on the
contribution of MVPA on whole-day PA and have not
explored the possible compensation effect.14-16,18,23,24
As for the sedentary time, there is no consensus
on whether the amount of sedentary time on days
with and without PE is different.18,19 Considering the
contribution that PE has on students daily PA level,
more thorough information about the influence of PE
on daily MVPA and sedentary time and about possible
compensation effect is useful input when planning
interventions aiming to increase PA levels of students.
The purpose of the present study was therefore to:
(1) assess objectively measured PA and sedentary time
in primary school PE; (2) explore differences in PA and
sedentary time during PE between school level, sex and
body mass index (BMI); (3) determine the contributing
role of PE to daily MVPA and sedentary time; and (4)
compare PA on days with and without PE.
METHODS
Participants
A cross-sectional study was used to determine the
PA and sedentary behavior during 1 school week in a
sample on students from grades 1 to 2 (ages 7-9, first
school level) and grades 4 to 5 (ages 10-12, second
school level) in the period of December 2014 to May
2015. Out of 15 counties, the invitation to participate
in the study was sent to randomly chosen schools in
Estonia (2 counties on the islands were excluded due
to their location), with the criterion that no more than
2 schools from the same county were chosen. Schools
for children with mental or physical disability were
excluded from the study. The final sample included 13
schools (4% of all schools), children from 84 classes
and covered 60% of Estonian counties. All schools
were comparable in regards to the ethnic population.
The first school level had PE for 45 minutes 3 times
a week, boys and girls together, and in some schools,
PE was provided by a classroom teacher. In the second
school level, most students had PE twice a week for
45 minutes, whereas a few students had 90 minutes
once a week. In the second school level girls and boys
had separate lessons by a certified PE teacher with a
master’s degree.
Of those children who returned both the writ-
ten parental and student informed consent (57%,
N=819), a randomly chosen subgroup (N =636) was
formed for measuring PA with an accelerometer. The
randomization of subgroup was performed so that all
classes from selected grades were included into the
study. Current study is part of a larger study mea-
suring objective PA, anthropometry and psychological
determinants of PA of Estonian school children.
Instrumentation and Procedure
On the first measurement day, selected demo-
graphic and anthropometric measures were recorded
at school by a trained researcher. Height (Seca 213,
Seca GmbH, Hamburg, Germany) and body mass (A&D
Instruments, Abington, UK) were measured to the
nearest 0.1 cm and 0.1 kg, respectively. BMI was cal-
culated and children were classified as underweight,
normal weight, overweight, or obese according to
the International Obesity Task Force age-specific BMI
cutoff points.25
PA was measured with the ActiGraph GT3X
(ActiGraph LLC, Pensacola, FL) with 15-second
epochs. Participants were instructed to wear the
accelerometer for 7 consecutive days on the hip and
to retain their usual activity levels. It was advised to
remove the accelerometer for water-based activities
(eg, swimming, showering, etc). For the current
analysis, we only included days when the student
attended school. In addition, participants were asked
to fill in an accelerometer diary every day with the
times for the beginning and end of school days, PE,
organized sport, sleep, as well as the information
about the times and reasons for not wearing an
accelerometer. Children also reported the type of sports
they participated in. The parents were asked to help
their child in filling the accelerometer diary if needed.
Exact school timetables were obtained from school
personnel.
Data were downloaded from the accelerometer
and processed using ActiLife software version 6.11.2
(ActiGraph LLC, Pensacola, FL). Data were considered
valid if a minimum of 3 weekdays with at least 10 hours
of recorded data per day (hours awake) was present.
Zero counts of 20 minutes consecutive were classified
as non-wear time. All included students had at least
1 day with and 1 without PE. Exact time interval for
whole day, time spent in school, and in PE was based
on information from the accelerometer diaries and
school timetables. Minutes spent in MVPA, light and
sedentary activity were calculated using an Evenson
cutoff point for children.26,27
Data Analysis
Data are shown as means ±standard deviation,
unless stated differently. Depending on the normality
of data, a Mann-Whitney Utest or ttest, where
necessary, was used to identify sex differences
Journal of School Health August 2017, Vol. 87, No. 8 ©2017, American School Health Association 603
on anthropometric and demographic variables. The
significance level was set at p <.05.
Multiple linear mixed models were used to explore
differences between school level, sex, and BMI with
PA in PE as an outcome variable. All analyses
were additionally adjusted for time spent in PE. To
explore the contribution of PE to daily MVPA and
sedentary time, 2 different models were used with
an outcome variable: (1) daily PA; and (2) sedentary
time. Models were adjusted for school level, sex, BMI,
time spent in PE, and hours awake. To determine the
differences between days with and without PE, daily
PA or sedentary time was an outcome variable, and
day (0 =non-PE day, 1 =PE day), sex, BMI, school
level, and participation in organized sport served as
independent variables. Linear mixed models were
used, as they enabled to take into account both
the nested structure and the repeated nature of the
data.28 We used 3-level models for all models, where
level 1 comprised days when students attended the
school, level 2 students, and level 3 schools. Schools
were included as the third level unit to control for
their possible effect on children’s PA. The statistical
significance of the model estimates was evaluated
using 95% confidence intervals.
Data were analyzed with the statistical program
R version 3.0.2 (http://www.r-project.org/), and for
linear mixed models the lme4 package was used.29,30
RESULTS
From the analysis, 132 children were excluded due
to: (1) accelerometer malfunction (N =19); (2) not
meeting the inclusion criteria (N =111); and (3) not
returning the device (N =2). Excluded children did not
differ from those entered into the analysis (N =504)
in terms of sex, BMI, and school level (p >.05).
A total of 944 days with PE and 1230 days without
PE were included into the analysis. The characteristics
of participants by sex and school level are shown in
Table 1.
In both school levels boys accrued more MVPA
minutes per day compared with girls. Almost a third
(28.3%) of the students were classified as overweight
or obese. In both school levels, more than half of the
children (52.3% and 61.3% in first and second school
level, respectively) participated in organized sport at
least once a week.
In PE students spent on average 28.6 ±16.5%
(13.0 ±9.3 minutes) in MVPA and 29.3 ±19.8%
(13.8 ±19.8 minutes) in sedentary activity. Only 4.2%
and 11.4% in the first and second school levels,
respectively, met the recommendation of 50% of PE
in MVPA (Figure 1).
Boys accrued 2.1 more MVPA minutes and 1.9 less
sedentary minutes in PE compared with girls (Table 2).
During PE more MVPA and less sedentary minutes
Table 1. Characteristics of the Participants
First school level Second school level
Boys Girls Boys Girls
N 138 128 110 128
Age (y ears) 7.9 ±0.6 7.9 ±0.7 11.0 ±0.8 10.8 ±0.7
Stature (cm) 1.35 ±0.07 1.33 ±0.07* 1.51 ±0.09 1.50 ±0.09
Body mass (kg) 33.2 ±8.8 30. 1 ±5.9* 45. 9 ±13.3 43.3 ±11.6
Body mass index
(kg/m2)
18.0 ±3.2 17. 0 ±2.3* 19.8 ±4.1 19.1 ±3.9
Dail y MVPA
(minutes/day)
73.3 ±34.7 67.1 ±33.9* 66.6 ±36. 4 55.5 ±29. 4*
Daily sedentary time
(minutes/day)
447.3 ±84.4 447.7 ±77.4 498.9 ±88.9 524.8 ±88.3*
*Significant differences between sexes (p <.05).
MVPA, moderate to vigorous physical activity.
Figure 1. Percentage of Time Spent in Moderate to Vigorous
Physical Activity during Physical Education Lesson by Sex and
School Level. Note. The vertical line is the recommended 50%.
Black, first school level; gray, second school level; solid line,
boys; dashed line, girls
were accrued in the second compared with the first
school level. There was no difference in time spent
in sedentary activity and MVPA during PE in terms
of BMI.
Each additional MVPA minute in PE was associated
with a 1.4-minute increase in daily MVPA (Table 2).
Both boys and girls accrued significantly more MVPA
during days with PE than on days without PE
(Figure 2). Regression analysis revealed that on days
with PE, students had 12.8 (95% CI 10.5; 15.0)
minutes more MVPA and 9.7 (95% CI 16.3; 3.1)
minutes less sedentary time compared to days without
PE when controlled for organized sport participation
after school.
DISCUSSION
The purpose of this study was to assess objectively
measured PA and sedentary time in PE and the
contributing role of PE on daily PA. First, we found that
604 Journal of School Health August 2017, Vol. 87, No. 8 ©2017, American School Health Association
Table 2. Physical Activity During Physical Education Lessons and on Days With Physical Education
PE MVPA PE sedentary Day MVPA Day sedentary
β(95% CI) β(95% CI) β(95% CI) β(95% CI)
Sex 2.1 (3.2; 1.0) 1.9 (0.7; 3.2) 6.5 (11.1; 2.0) 9.2 (0.8; 19.1)
School level 1.9 (0.7; 3.0) 2.7 (4.0; 1.4) 10.7 (15.5; 6.0) 65.2 (54. 7; 75.8)
BMI 0.2 (0.4; 0.0) 0.0 (0.2; 0.2) 0.8 (1.4; 0.1) 0.3 (1.1; 1.8)
PE MVPA 1.4 (1.1; 1.6)
PE sedentary 1.4 (1. 1; 1.8)
Girls and the second school level served as the reference.
PE, physical education; MVPA, moderate to vigorous physical activity; BMI, body mass index.
Figure 2. Moderate to Vigorous Physical Activity on Days With and Without Physical Education in First (A) and Second (B) School
Level by Sex. Note. Gray, moderate to vigorous physical activity in the physical education lesson. *Significant difference between
days with and without a physical education lesson, p <.05
students spent only a third of PE in MVPA and another
third in sedentary. Second, despite the relatively low
PA levels, PE still contributed significantly to daily PA.
Third, on days with PE, students had more MVPA
and less sedentary time compared with days without
PE. This study adds new insight to the limited body
of evidence on the effect of PE on daily PA and
sedentary time using objective measures of PA. Also
it supplements the existing research concerning the
levels of PA and sedentary time in PE.
According to previous studies, the proportion of
time students spent in MVPA in PE is low - reviews
involving both observational and objective methods
suggest that 34-47% of PE is spent in MVPA.11,12,31 At
the same time, the objectively measured MVPA in PE
tends to be up to 25% lower compared to observational
methods.12 Some studies using objectively measured
PA data have shown that MVPA in PE is even
below 13%.14,17 The current finding that students
spent almost a third of PE in MVPA is in line with
a recent study involving a representative sample
of Swiss students, which reported 33% of PE in
MVPA.10 Indeed, only 8% of students in our study
reached the recommended 50% of PE in MVPA,
which is substantially lower than the 14% and 42%
reported by others10,19 and drastically far below the
recommendation. As for the sedentary time, students
spent almost a third of PE as physically inactive,
whereas in previous studies sedentary time has
accounted for approximately 18% of PE time.17-19
One finding emerging from our analysis is that
the proportion of MVPA in PE was relatively low
and the proportion of sedentary time was high. As
for many students PE is the only opportunity for
organized PA, there is a need for supporting and
improving the quality of PE. Previous studies suggest
that substituting sedentary time in PE with light
activity and increasing time spent in MVPA could
be achieved through professional teacher training
to improve lesson preparation and management,32
enabling adequate number of PE teacher per student
and appropriate PE equipment and facilities.33
Although PA decreases and sedentary time increases
with age,34 in the current study students from the first
school level spent less time in MVPA and more in
sedentary during PE compared with the second school
level. This tendency has also been documented before
and explained by enhanced motor development,
perceived competence, and access to a wider range of
physical activities in older school age.11 In the current
study, we can hypothesize that the training of the
teachers could also have some impact on PA levels,
as in first school level the PE was mostly organized
by the class teacher, while in the second school level
by a qualified PE teacher. It has been shown that
specialist-taught PE can significantly increase the time
Journal of School Health August 2017, Vol. 87, No. 8 ©2017, American School Health Association 605
spent in MVPA.32,35 As for the sex, our findings are
in accordance with previous studies,10,19 where boys
accrued more MVPA minutes in PE than girls.
One of the issues emerging from our findings is that
in spite the relatively large proportion of sedentary
time and small proportion of MVPA, PE still had an
important influence on PA for the entire day. Each
additional MVPA minute in PE was associated with
an additional 1.4 minutes of total daily MVPA. In light
of the ‘‘activitystat’’ hypothesis,22 our results confirm
that children do not compensate extra PA in school
by reducing PA outside school.10,19,21 Furthermore,
on days with PE, students had 12.8 minutes more
MVPA on days without PE, which is in line with
previous studies.10,16 The strength of the present study
compared with previous studies is that we additionally
controlled for organized sport participation. This
enabled us to determine the contribution of PE and
confirm that higher MVPA on days with PE compared
to days without PE is not due to organized sport
participation. As for the differences in sedentary time,
students had 9.7 minutes less sedentary time on days
with PE compared with days without PE. The current
findings concerning sedentary time are contradictory,
with some reporting no difference between days
with and without PE,19 while others confirm reduced
sedentary time on days with PE.17,18,36
Overall, these findings highlight the importance
of PE in the perspective of children’s healthy
development and support the notion that PE should be
offered every school day. Existing research recognizes
the critical role played by PA concerning the physical
and mental well-being.1,2 The positive influence of PA
on health is also present in PE. The favorable effect
of daily PE has been shown in several studies and
interventions, where in addition to the increase in daily
MVPA, favorable changes in BMI and cardiovascular
risk factors,35,37,38 daily PA habits,38 physical fitness38
and academic performance39 have also been apparent.
Limitations
One limitation of this study is that although
ActiGraph accelerometers have been shown to be valid
in measuring the PA of children,26,27 there are some
activities that are not well detected, and therefore PA
levels in the current study could be underestimated.
However, the presence of such activities is expected to
be minimal in PE.
The study is also limited by the lack of information
on PE content. It has previously been shown that most
MVPA is accrued in team games and less during move-
ment (eg, dance and gymnastics) activities.9Therefore,
future research should combine objective PA mea-
surements with information about lesson content.
In addition, in the current study, the possible sea-
sonal effects on children PA have not been controlled
for. Previously it has been shown that children are
more physically active during spring/summer months
compared with the autumn/winter months.40 At
the same time, the PA levels during recess are not
influenced by the season.41 Therefore, whether PA
in PE lesson is influenced by season warrants further
investigation.
Conclusions
Although students have an alarmingly great amount
of sedentary time during PE and only a third is spent
in MVPA, PE still contributed significantly to daily
MVPA and reduced daily sedentary time. Furthermore,
additional MVPA during PE was associated with
higher daily MVPA. These findings enhance our
understanding of the great importance of PE in the
health perspective of children and show that PE is
a promising instrument in supporting daily PA and
reducing the sedentary time of students.
IMPLICATIONS FOR SCHOOL HEALTH
This research has several practical implications.
First, it points to the significant contribution of PE on
the PA levels of children. At the same time, PA in PE is
relatively low, as only a third of PE is spent in MVPA.
The results also confirm that girls accrue less MVPA
during PE, which indicates the need for a gender-based
approach. As PE is the only subject in school where
students can be physically active and which teaches
motor skills necessary for lifelong PA, more emphasis
should be placed on teacher training which helps to
increase time spent in MVPA and ensure the lesson
quality. This study also indicates that increasing the
number of PE lessons could be an effective way to help
the students reach the necessary levels of daily PA.
Human Subjects Approval Statement
The study was approved by the Ethics Committee
of the University of Tartu.
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... This underscores the essential role of schools in augmenting MVPA levels among students (Nathan et al., 2020). In this scenario, physical education (PE) lessons contribute significantly to increasing daily MVPA during school hours (Mooses et al. 2017). In fact, active participation in PE lessons promotes increased PA and reduces sedentary behavior among students (Silva et al., 2022). ...
... The main characteristics of the included studies are described in Supplementary Tables S7 and S8 (available online). The majority of the studies in the systematic review had a cross-sectional design (n = 16; Ajja et al., 2021;Calahorro-Cañada et al., 2017;Chen et al., 2014;Fröberg et al., 2017;Kerr et al., 2018;Kirkham-King et al., 2017;Lourenço et al., 2022;Mooses et al., 2017;Salin et al., 2019;Tanaka et al., 2018;Taylor et al., 2017;Tyler et al., 2020;Wang, 2019;Weaver et al., 2016;Yli-Piipari et al., 2020;Zimmo et al., 2020) (Ajja et al., 2021), China (Wang, 2019), England (Crotti et al., 2022;Howells et al., 2020;Kerr et al., 2018;Taylor et al., 2017), Estonia (Mooses et al., 2017), Finland (Gråstén et al., 2023;Salin et al., 2019;Yli-Piipari et al., 2020), Japan (Tanaka et al., 2018), the Netherlands (de Bruijn et al., 2023), Portugal (Lourenço et al., 2022), Qatar (Zimmo et al., 2020), Spain (Grao-Cruces et al., 2019), Sweden (Fröberg et al., 2017), Switzerland (Cheval et al., 2016), and the United States (Chen et al., 2014;Kirkham-King et al., 2017;Tyler et al., 2020;Weaver et al., 2016Weaver et al., , 2018. Sample sizes ranged from 10 (Howells et al., 2020) to 1,202 (Cheval et al., 2016), and sample schools ranged from one (Howells et al., 2020;Kirkham-King et al., 2017) to 23 (Grao-Cruces et al., 2019; four studies did not specify the number; Calahorro-Cañada et al., 2017;de Bruijn et al., 2023;Fröberg et al., 2017;Yli-Piipari et al., 2020). ...
... The main characteristics of the included studies are described in Supplementary Tables S7 and S8 (available online). The majority of the studies in the systematic review had a cross-sectional design (n = 16; Ajja et al., 2021;Calahorro-Cañada et al., 2017;Chen et al., 2014;Fröberg et al., 2017;Kerr et al., 2018;Kirkham-King et al., 2017;Lourenço et al., 2022;Mooses et al., 2017;Salin et al., 2019;Tanaka et al., 2018;Taylor et al., 2017;Tyler et al., 2020;Wang, 2019;Weaver et al., 2016;Yli-Piipari et al., 2020;Zimmo et al., 2020) (Ajja et al., 2021), China (Wang, 2019), England (Crotti et al., 2022;Howells et al., 2020;Kerr et al., 2018;Taylor et al., 2017), Estonia (Mooses et al., 2017), Finland (Gråstén et al., 2023;Salin et al., 2019;Yli-Piipari et al., 2020), Japan (Tanaka et al., 2018), the Netherlands (de Bruijn et al., 2023), Portugal (Lourenço et al., 2022), Qatar (Zimmo et al., 2020), Spain (Grao-Cruces et al., 2019), Sweden (Fröberg et al., 2017), Switzerland (Cheval et al., 2016), and the United States (Chen et al., 2014;Kirkham-King et al., 2017;Tyler et al., 2020;Weaver et al., 2016Weaver et al., , 2018. Sample sizes ranged from 10 (Howells et al., 2020) to 1,202 (Cheval et al., 2016), and sample schools ranged from one (Howells et al., 2020;Kirkham-King et al., 2017) to 23 (Grao-Cruces et al., 2019; four studies did not specify the number; Calahorro-Cañada et al., 2017;de Bruijn et al., 2023;Fröberg et al., 2017;Yli-Piipari et al., 2020). ...
Article
Purpose: We aimed to determine gender differences in students’ moderate to vigorous physical activity (MVPA) levels measured in primary school by accelerometry. Methods: Our systematic search (PROSPERO: CRD42023422799) was developed using four electronic databases (from January 2013 to December 22, 2023). Our meta-analysis was conducted based on a random-effects model. Results: The search yielded 6255 manuscripts. Only 24 manuscripts were included in the systematic review, reporting 7550 participants. Finally, 19 manuscripts were meta-analyzed. Our analyses indicated that the mean percentages (SMD = 0.32, 95%CI = 0.24 to 0.40, p < .001) of MVPA in primary school physical education lessons (PE) were 28.75 ± 13.75 for boys and 25.99 ± 12.35 for girls. In addition, the mean minutes (SMD = 0.22, 95% CI = 0.15 to 0.27, p < .001) were 13.75 ± 9.91 for boys and 12.15 ± 8.88 for girls. Students failed to meet the 50% recommendation of MVPA lesson time. Conclusion: Boys spend significantly more time in MVPA than girls during PE lessons in primary school. The findings show the need for methodological changes in PE to reduce this gender gap.
... Youth engaged in more days of PA when they participated in organized PA, including PE class, schoolbased extracurricular activities, and community-based extracurricular activities, consistent with pre-pandemic findings (Mooses et al., 2017). Prior to the pandemic, roughly half of high school students attended PE class at least one day a week, and over 75% of youth ages 6-17 years participated in some sort of past-year extracurricular activity (Kann et al., 2018;Child Initiative AHM, 2020). ...
Article
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School closures and restrictions related to the COVID-19 pandemic changed opportunities for youth physical activity (PA). We sought to identify school and other contextual conditions associated with youth PA during the COVID-19 pandemic. Participants were 500 parents of children ages 6-10 years old and 500 parent-child dyads with children and adolescents ages 11-17 years old who completed a web-based questionnaire. Quotas and demographic matching were used to generate a sample that was representative of United States adults on key demographic characteristics. Multivariable linear regression was used to assess the association between days per week of at least 60 minutes of PA with school, family, and neighborhood characteristics, controlling for child age and gender. Youth engaged in more days per week of PA when they attended school in person (B=0.75, SE=0.22, p<0.001), participated in school physical education (PE) (B=0.83, SE=0.23, p<0.001), school sports (B=0.98, SE=0.25, p<0.001), and community sports (B=0.68, SE=0.23, p=0.003), and had parents that engaged in high versus low levels of PA, (B=1.22, SE=0.21, p<0.001). The COVID-19 pandemic negatively impacted youth PA, in part, due to restriction of school-based PA opportunities. During future pandemics or conditions that necessitate remote learning, attention to opportunities for PA outside of PE class may be important for equitable PA promotion.
... Since PE hours contribute to the achievement of the recommended amount of daily MVPA (22), it is hoped that this strategy can have positive effects on PA levels and physical fitness of Italian children. Future research should be addressed at assessing these effects to verify the effectiveness of this strategy and its possible extension to the lower school years. ...
... Several studies have reported associations between participation in physical activity during PE sessions and higher rates of compliance with minimum physical activity recommendations (Uddin et al., 2020). Specifically, one minute of physical activity during PE lessons was associated with approximately one-two minutes more physical activity throughout the day (Chen et al., 2014;Mooses et al., 2017). However, both studies also report that the average time spent in moderate-vigorous physical activity during PE lessons was less than 50%, with an average total time of 15.9 and 28.6 minutes, respectively. ...
Article
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Why are more hours of physical education (PE) per week needed? This historical demand of PE teachers has not gone unnoticed by the media, but what message is being conveyed? To answer this question, two study goals were set: (1) to systematically examine the content of press reports in the main Spanish media regarding the increase in PE hours, and (2) to critically analyse the arguments and underlying discourse in favour of increasing PE hours in the educational system. A total of 24 press reports met the inclusion criteria for subsequent in-depth analysis. The results revealed that the main content was centred on physical activity and health as the main reasons justifying the increase in PE hours. These findings highlight the existence of a predominant underlying biomedical discourse (extrinsic value), displacing the evidence supporting the contribution of PE to the development of social, affective, emotional and personal components (intrinsic value). It is suggested that a more comprehensive and deeper view of the importance of PE should be communicated to society, with a public message that incorporates more of the available evidence from an educational, psychosocial and personal growth perspective. This could help to re-situate the true status and importance of PE in children and adolescents’ lives, as well as its positive consequences in later adulthood, beyond the popular prevalence more focused on the physiological perspective of human movement. as well as its positive consequences in later adulthood, beyond the popular prevalence more focused on the physiological perspective of human movement.
... It falls short of the recommended 50% threshold. This outcome, while not unexpected, aligns with previous findings indicating that students often fall below MVLPA recommendations [11,21,[23][24][25]42,43]. A literature review examined 13 studies on students' MVLPAs in elementary school PE classes [44]. ...
Article
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Students enrolled in secondary schools often fail to engage in moderate to vigorous levels of physical activity (MVLPA) due to inadequacies in their physical education programs. Physical education teachers (PETs) foster student involvement in MVLPA. Consequently, it becomes imperative to identify and scrutinize factors pertaining to PETs that could influence students’ MVLPA within secondary school settings, an area that has been relatively overlooked in China. To address this gap, the present study delved into MVLPA among secondary school students in southwest China with the following objectives: (i) to assess students’ MVLPA alongside PET characteristics and teaching behaviors during physical education classes; (ii) to explore discrepancies in PET behaviors and characteristics; and (iii) to establish connections between students’ MVLPA and PET behaviors and characteristics during physical education sessions. A questionnaire survey was administered to 54 full-time PETs across nine secondary schools in Chengdu, China, aimed at gathering data on their personal and professional attributes. Additionally, a system for observing fitness instruction time was employed to document PET instructional traits, while accelerometers were utilized to track students’ MVLPA. The study objectives were investigated using multiple statistical analyses. The findings indicate that PETs do not meet the recommended 50% MVLPA time allocation during physical education sessions. Noteworthy patterns emerged, revealing that PETs with 1–5 years of teaching experience allocated less time to student observation and more time to classroom management compared to their counterparts with 6–10 years and over 10 years of teaching experience. Moreover, MVLPA time invested in lessons led by male PETs (B = −3.221) was significantly higher than time spent in lessons led by female PETs, which was attributed to PET gender. Furthermore, students under the tutelage of PETs with 6–10 years of teaching experience (B = 3.101) and those with over 10 years of experience (B = 2.989) exhibited significantly higher MVLPAs than under those with 1–5 years of teaching experience. Additionally, PET attitudes such as observation (B = 1.621) and promoting (B = 1.317) behaviors during physical education sessions were positively correlated with students’ MVLPA. A regression analysis revealed that PET characteristics and behaviors explained 21.3% of students’ MVLPA variance. This study offers insights into PETs’ pivotal role in promoting physical activity. It underscores the ramifications for students’ MVLPA in the Chinese educational context.
... En este sentido, las clases de EF permiten a los jóvenes familiarizarse con diferentes AF y deportivas, lo cual les posibilita desarrollar habilidades para motivarlos y ser más activos físicamente fuera de las horas lectivas y a su vez originan una conciencia crítica sobre la importancia de adoptar un estilo de vida saludable (Ferriz et al., 2020). Sin embargo, se ha demostrado que solo una parte del tiempo en las clases de EF se dedica a actividades de intensidad moderada a vigorosa (Mooses et al., 2017). Por lo tanto, aunque se realizan AF en EF, no son suficientes para cumplir con las recomendaciones de la OMS (Gao et al., 2017;Silva et al., 2018). ...
Article
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El propósito del estudio fue valorar el efecto en la satisfacción de las necesidades psicológicas básicas (NPB) del empleo del modelo aprendizaje cooperativo (AC) en una situación de aprendizaje (SA) sobre acondicionamiento físico a través del entrenamiento en suspensión (TRX), considerando la influencia del género. En esta experiencia participaron 26 estudiantes de Educación Secundaria que completaron una SA, de 6 sesiones. Se utilizó un diseño cuasiexperimental desde un enfoque metodológico mixto, en el que se complementaron fuentes de datos cuantitativos a través de la Escala de Satisfacción de las NPB en Educación Física (Trigueros et al., 2019), y datos cualitativos mediante la realización de un grupo focal (GF). Los datos cuantitativos fueron sometidos a un análisis descriptivo y a la aplicación de la prueba no paramétrica de Wilcoxon para muestras relacionadas. Con los datos cualitativos se llevó a cabo un análisis de contenido. Los resultados de la escala, tomando como referencia todo el grupo, señalan diferencias significativas a favor del post-test en la NPB novedad, sin embargo, al segregarlos por género sólo las puntuaciones de los chicos alcanzaron significación en ella. No obstante, el análisis de contenido del grupo focal muestra declaraciones favorables hacia todas las NPB, aunque fue también la novedad la que concitó un mayor número de intervenciones, seguida de la relación con los demás, competencia y autonomía. La triangulación de resultados ha permitido desvelar que el uso de una metodología activa y material novedoso pueden contribuir a la satisfacción de las NPB en Educación Física (EF). Palabras clave. Motivación, innovación pedagógica, investigación pedagógica, educación física y enseñanza secundaria. Abstract. The aim of this study was to assess the effect on satisfaction of basic psychological needs (NPB) of the cooperative learning (CL) teaching model in the development of a learning situation (LS) about physical conditioning through suspension training, considering the influence of gender. Twenty-six students from secondary school participated in this experience, completing a LS of 6 sessions. A quasi-experimental design with a mixed method approach was used that combined both quantitative and qualitative data collection. Quantitative data was collected using the Scale of Basic Psychological Needs in Physical Education, with the incorporation of Novelty (Trigueros et al., 2019) and qualitative data was gathered through focus group discussion (FGD). The quantitative data was subjected to descriptive analysis and applied the Wilcoxon non-parametric test for related samples. A content analysis was conducted with the qualitative data. The results from the scale, considering the entire group, show statistical significance in favour of the post test for the novelty BPN, although, when segregated by gender, only the boys’ results showed statistical significance. Nevertheless, the FGD analysis shows favourable comments towards all BPN, although novelty gave rise to more interventions, followed by relatedness, competence and autonomy. Triangulation of results has revealed the use of novel active methodology and equipment could contribute to the satisfaction of the BPN in Physical Education (PE). Key words. Motivation, teaching method innovations, educational research, physical education and secondary education.
... In our rapidly evolving modern society, significant shifts in lifestyles have led to a concerning trend among school children-an insufficient level of physical activity (PA), especially in the realm of moderate to high-intensity physical activity (MVPA) (1,2). This trend gives rise to a host of issues affecting their physical and mental wellbeing (3,4). Research has compellingly demonstrated the intricate connection between school children's engagement in MVPA and their overall health, social aptitude, academic performance, and mental health (5)(6)(7). ...
Article
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Purpose Recent studies have shown that physical activity (PA) levels are low among children and adolescents globally. In order to reverse this trend, PA interventions are increasingly favoured. The school setting is the ideal place to address the issues that many children face. The purpose of this study was to (a) The primary focus of this study is to delve into the mediating role played by school-based rope skipping sports participation (SRSP) in the connection between social support and moderate to high-intensity physical activity (MVPA) among school children. (b) Additionally, this research aims to examine the moderating effect of within this pathway. Methods We conducted a survey involving 721 adolescents residing in Changsha City. The participants’ ages ranged from 8 to 12 years, with an average age of 9.84 ± 1.535 years. Out of these participants, 406 were boys, and 315 were girls. To assess variables such as social support and autonomous motivation, we employed standardized measurement scales. Subsequently, we analyzed the collected data using various statistical methods, including independent s-amples t-tests, bivariate correlation analysis, descriptive statistical analysis, structural equation modeling (SEM), and the Johnson-Neyman method. Results An independent samples t-test revealed a statistically significant difference in MVPA between genders (p = 0.003 < 0.05), with boys exhibiting a higher level of engagement in MVPA compared to girls, Correlation analysis revealed significant positive associations among several key variables. Specifically, social support demonstrated a noteworthy positive correlation with autonomous motivation (r = 0.331, p < 0.01) as well as school children’s engagement in MVPA (r = 0.308, p < 0.01). Moreover, autonomous motivation displayed a significant positive correlation with school children’s involvement in MVPA (r = 0.459, p < 0.01). The moderating analysis revealed a significant influence of the interaction between increased participation in and social support on school children’s engagement in MVPA. Conclusion Social support and autonomy support have been proven effective in enhancing school children’s engagement in MVPA. They exert their influence indirectly by fostering autonomous motivation. Notably, robust social support can significantly benefit MVPA school children with high activity requirements, particularly those regularly engaged in MVPA during the school day.
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Background. The correlation between parental and child physical activity levels has been the subject of significant investigation. Existing research has illuminated this association, particularly emphasising its influence during childhood. However, as children transition into adolescence, this relationship appears to weaken. Despite the recognised importance of parental involvement in promoting physical activity among children, scant attention has been directed towards understanding effective strategies and interventions to bolster this relationship. Consequently, there exists a critical gap in the literature concerning actionable measures to enhance parent-child physical activity engagement during the pivotal stage of adolescence. Methods. The ACTIBESE project aims to assess and intervene in Chilean schoolchildren’s active behaviours by examining the influence of personal, interpersonal, and school factors. This study includes a cross-sectional and intervention study involving schools in the Valparaíso and Araucanía Regions, representing urban and rural areas. Participants, divided into children (8–11 years old) and adolescents (12–16 years old), will undergo a comprehensive evaluation, including sociodemographic characteristics, physical activity (PA) levels, parental and peer support, teaching styles of the teachers, and school environment characteristics. In the intervention study, a 5-month continuous training program for teachers will be implemented, focusing on improving teaching styles and enhancing teaching competencies related to physical education and health classes. The research will use mixed models, ANCOVA, and logistic regressions for data analysis, network analysis, exploratory factors analysis, and structural equation modelling. Discussion. Through innovative research methods, interventions involving schoolteachers, and a diverse geographical scope, this project aims to make significant contributions to both the scientific understanding of promoting PA and public policy efforts aimed at improving the health and well-being of school-aged children. The ACTIBESE project's multifaceted approach, considering school, family, and peer influences, is well positioned to contribute significantly to promoting AB and addressing the alarming decline in PA levels among Chilean youth.
Article
Background Physical activity (PA) is associated with numerous health benefits. Vigorous PA (VPA) may have a greater impact on public health than lower-intensity PA. The incorporation of a specific recommendation on VPA could complement and improve existing recommendations for average daily moderate-vigorous PA (MVPA). Physical education classes could have a positive impact on children’s adherence to average daily physical activity recommendations. The aim was to investigate the association between MVPA and VPA in children, as well as adherence to recommendations, and obesity and the presence of physical education classes. Methods A cross-sectional study of physical activity was conducted in a sample of 8 and 9-year-old children in Andalusia (Spain). GENEActiv accelerometers were used, placed on the non-dominant wrist for at least eight consecutive days (24-h protocol). School days with and without physical education class, and weekend days were defined. ROC curves were used to calculate the threshold associated with obesity for average daily MVPA and VPA for recommendations. Results A total of 360 schoolchildren were included in the analyses (184 girls). An average of 7.7 (SD 1.4) valid days per participant were evaluated, with 19.9 (SD 10.5) and 11.4 (SD 5.1) minutes of VPA performed by boys and girls respectively. 25.8% of the participants were classified with central obesity. The optimal threshold determined with ROC analysis was 12.5 and 9.5 minutes of average daily VPA for boys and girls, respectively (RecVPA), and 75 minutes of average daily MVPA for both sexes (RecMVPA). The RecVPA showed stronger association with obesity. On school days with physical education class, compared to days without this class, children showed increased VPA and MVPA engagement and better compliance with recommendations, with smaller differences in adherence according to sex or obesity. Conclusions On days with physical education class, more physical activity was accumulated at all intensities and greater adherence to the recommendations than on days without this class. VPA had a stronger correlation with the absence of obesity than lower-intensity activity. It was also observed that boys were physically more active and had higher adherence to the recommendations than girls.
Article
Background The World Health Organization (WHO) recommends that children and adolescents incorporate vigorous intensity activities (VIAs) at least three days a week. This recommendation has not been sufficiently studied using objective methods, such as accelerometry. Physical education classes and extracurricular sports activities are optimal opportunities for compliance with this recommendation. Objective To identify VIAs through bouts of vigorous physical activity (VPA-Bouts) evaluated with accelerometry and, with this, to know the compliance with the recommendation on VIAs. Methods A cross-sectional study of the habitual physical activity of 353 children (8–9 years old) was carried out using accelerometry and participation in organized extracurricular sports activities was asked through a questionnaire. School days with and without physical education class, weekends, and the average weekly day were identified, as well as school time and out-of-school time. A VPA-Bout was defined as an interval of at least 60 minutes with a proportion of VPA of at least 16.7% in boys and 12.5% in girls (10.0 and 7.5 minutes/hour of VPA, respectively). Results The average daily time in organized extracurricular sports activities declared by questionnaire and the average daily duration of the VPA-Bouts evaluated with accelerometers in the extracurricular period was 21.3 (SD 19.8) and 23.9 (SD 31.2) minutes, respectively, in boys, whereas, in girls it was 20.2 (SD 17.4) and 11.0 (SD 16.9) minutes, respectively. In school time including a physical education class, there was a higher proportion of VPA-Bouts than without these classes (with: 28.6%, without: 2.1%, p < 0.001). Children who reported at least three weekly hours of organized extracurricular sports activities accumulated a higher proportion of school afternoons with VPA-Bouts than those with fewer weekly hours of this type of activities (≥3 hours/week: 27.5%, <3 hours/week: 9.3%, p < 0.001). On the weekend, boys who reported at least three weekly hours of organized extracurricular sports activities performed more VPA-Bouts than those participating in less weekly hours, while in girls no significant differences were observed (weekend; boys, ≥3 hours/week: 26.0%, <3 hours/week: 9.0%, p < 0.001; girls: 8.3%, 8.0%, p = 0.917). Compliance with the recommendation to incorporate VIAs at least three days a week was 23.8%. Children who reported at least three weekly hours of extracurricular sports activities achieved higher compliance than those who reported fewer extracurricular activities (≥3 hours/week: 35.1%, <3 hours/week: 12.7%, p < 0.001). Additionally, boys showed higher compliance rates than girls (boys: 32.9%, girls: 15.3%, p < 0.001). Conclusion One in every four children met the WHO recommendation to incorporate VIAs at least three days a week, as evaluated by accelerometry. Physical education classes and extracurricular organized sports activities contributed to compliance with this recommendation.
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Objective: To examine elementary school students' moderate-to-vigorous physical activity (MVPA) levels during physical education (PE) lessons. Methods: A systematic search of nine electronic databases was conducted (PROSPERO2014:CRD42014009649). Studies were eligible if they were in English; published between 2005-April 2014; assessed MVPA levels in PE lessons of elementary school children (aged four-12 years); and used an objective MVPA measure. Two reviewers retrieved articles, assessed risk of bias, and performed data extraction. The findings were synthesised using a meta-analysis. Results: The search yielded 5132 articles. Thirteen studies from nine countries met the inclusion criteria. Eight studies measured MVPA through observational measures, five used accelerometry and one used heart rate monitoring. The percentage of PE lesson time spent in MVPA ranged between 11.4-88.5%. Meta-analysis of seven studies (4 direct observation; 4 accelerometers) found that children spent a mean (95%CI) 44.8 (28.2-61.4)% of PE lesson time in MVPA. When measured using direct observation and accelerometers, children spent 57.6 (47.3-68.2) and 32.6 (5.9-59.3)% of PE lesson time in MVPA, respectively. The review has limitations; the search strategy was restricted to studies in English; theses, dissertations and conference abstracts were excluded; and six studies that provided insufficient data were excluded from the meta-analysis. Conclusion: MVPA levels during elementary school PE lessons do not meet the United States Centre for Disease Control and Prevention and the United Kingdom's Association of Physical Education recommendation (50% of lesson time), but is higher than estimated in the previous review (34.2%). Interventions to increase MVPA in PE lessons are needed.
Article
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Forty studies reporting physical activity during middle and high school physical education (PE) classes were reviewed. Students engaged in moderate-to-vigorous physical activity (MVPA) for 27% to 47% of class time. Intervention strategies were successful in increasing MVPA. During nonintervention classes the highest levels of MVPA occurred in invasion games and fitness activities. Movement activities stimulated the lowest levels. Boys and girls spent 40% of class time in MVPA. Differences in MVPA during PE were also methodology dependent. PE classes can complement other school-based opportunities to contribute to young people's daily physical activity.
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Description Fit linear and generalized linear mixed-effects models. The models and their components are represented using S4 classes and methods. The core computational algorithms are implemented using the 'Eigen' C++ library for numerical linear algebra and 'RcppEigen' ``glue''.
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We quantified the moderate-to-vigorous physical activity (MVPA, heart rate ≥140 bpm) of urban public elementary school children on school days with and schooldays without physical education (PE) class by using continuous heart rate monitoring. The heart rate of 81 students (93.8% black) in grades 3 and 5 was recorded in 15-second intervals. On the basis of 575 school-day observations (mean 7.1 days/student), students accumulated 44.4 (standard deviation [SD], 34.4) minutes of MVPA on days with PE and 30.6 (SD, 29.9) MVPA minutes on days without PE (P < .001). School policies should promote daily PE to help children in under-resourced areas achieve the recommended 60 minutes per day of MVPA.
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This is a practical introduction to multilevel analysis suitable for all those doing research. Most books on multilevel analysis are written by statisticians, and they focus on the mathematical background. These books are difficult for non-mathematical researchers. In contrast, this volume provides an accessible account on the application of multilevel analysis in research. It addresses the practical issues that confront those undertaking research and wanting to find the correct answers to research questions. This book is written for non-mathematical researchers and it explains when and how to use multilevel analysis. Many worked examples, with computer output, are given to illustrate and explain this subject. Datasets of the examples are available on the internet, so the reader can reanalyse the data. This approach will help to bridge the conceptual and communication gap that exists between those undertaking research and statisticians.
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Background: Schools are in a unique position to ensure that all students meet the current physical activity (PA) recommendations. This study aimed to examine 1st to 3rd grade elementary students' accelerometer measured school day PA in the United States (U.S.) and Finland. Methods: The sample consisted of 200 students (107 girls, 93 boys; ages 6 to 8) and their school day PA was monitored with hip-worn ActiGraph GT3X+ accelerometers across a 5-day school week and the thresholds 100 and 2296 count per minute were used to separate sedentary time, light PA, and moderate-to-vigorous PA (MVPA). Results: On an average school day, students were engaged in MVPA for 20.0 min in the U.S. and 24.1 min in Finland. Students' school-day MVPA was 9 to 16 minutes higher during physical education (PE) days compared with non-PE days (U.S: 25.8 vs. 16.6 min/day; Finland: 36.3 vs. 20.1 min/day). Girls had less MVPA and more sedentary time compared with boys in both samples. Conclusion: This study highlights both the role of PE and other school day physical activities in meeting PA guidelines. Policy measures are needed to change the structure of the school day and enhance PA to ensure that students meet the PA recommendations.
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Physical inactivity and childhood obesity are prevalent in American children, with increased vulnerability in minority, low-resource populations. The aim of this study was to quantify the impact of physical education (PE) on in-school physical activity quantity and intensity in urban minority children attending public elementary schools. This observational study included elementary children (N=212; mean age, 9.9 years; 81.7% black) in Grades 2-5 attending urban public schools with high eligibility for the National School Lunch Program. In-school physical activity was quantified during 4 school weeks across 4 months (January-April 2012) using Omron HJ-151 accelerometer-pedometers. Fitness was assessed with the 20-meter Progressive Aerobic Cardiovascular Endurance Run. Data were analyzed in 2013 using generalized estimating equations to determine the influence of PE and sex on total in-school steps and moderate to vigorous physical activity (MVPA) steps. Based on 3,379 observation days (mean, 15.9 school days/student), students achieved higher in-school physical activity on days with PE (4,979 steps) than on days without PE (3,683 steps, p<0.0001). Likewise, MVPA steps were greater on days with PE than on days without PE (p<0.0001). Boys were more active than girls, but both accumulated more steps on days with PE. Low aerobic fitness was observed in 29.0% of students and overweight/obesity in 31.1%. PE significantly increases total in-school and MVPA steps in urban minority elementary children. PE as a core subject can provide opportunities for urban, minority public school children in low-resource areas to achieve age-appropriate physical activity and fitness goals. Copyright © 2015 American Journal of Preventive Medicine. Published by Elsevier Inc. All rights reserved.
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Page 1. REVIEW Open Access Systematic review of sedentary behaviour and health indicators in school-aged children and youth Mark S Tremblay1*, Allana G LeBlanc1, Michelle E Kho2, Travis J Saunders1, Richard Larouche1 ...