| Literature DB >> 25211776 |
Mark E Benden1, Hongwei Zhao2, Christina E Jeffrey3, Monica L Wendel4, Jamilia J Blake5.
Abstract
Due to the increasing prevalence of childhood obesity, the association between classroom furniture and energy expenditure as well as physical activity was examined using a standing-desk intervention in three central-Texas elementary schools. Of the 480 students in the 24 classrooms randomly assigned to either a seated or stand-biased desk equipped classroom, 374 agreed to participate in a week-long data collection during the fall and spring semesters. Each participant's data was collected using Sensewear® armbands and was comprised of measures of energy expenditure (EE) and step count. A hierarchical linear mixed effects model showed that children in seated desk classrooms had significantly lower (EE) and fewer steps during the standardized lecture time than children in stand-biased classrooms after adjusting for grade, race, and gender. The use of a standing desk showed a significant higher mean energy expenditure by 0.16 kcal/min (p < 0.0001) in the fall semester, and a higher EE by 0.08 kcal/min (p = 0.0092) in the spring semester.Entities:
Mesh:
Year: 2014 PMID: 25211776 PMCID: PMC4199024 DOI: 10.3390/ijerph110909361
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Stand-Biased & seated desk (photos courtesy of PositiveMotion LLC).
Final number of participating classrooms by grade per school.
| Condition | School 1 | School 2 | School 3 a | |||
|---|---|---|---|---|---|---|
| 2nd Grade | 3rd Grade | 2nd Grade | 3rd Grade | 3rd Grade | 4th Grade | |
| Treatment | 2 | 2 | 2 | 2 | 2 | 2 |
| Control | 2 | 2 | 2 | 2 | 2 b | 2 |
Notes: a Fourth grade was measured in lieu of second grade at School 3 in order to better accommodate teachers and administration. b These rooms were dropped in the final analysis since they adopted an alternative seating arrangement.
Baseline characteristics for students participating in the study, expressed in means (standard deviation) or percentages.
| Descriptives | Treatment ( | Control ( | |
|---|---|---|---|
| -- | -- | 0.0459 | |
| School 1 (%) | 33.17 | 21.48 | -- |
| School 2 (%) | 34.16 | 44.44 | -- |
| School 3 (%) | 32.67 | 34.07 | -- |
| -- | -- | 0.9469 | |
| Female (%) | 50.00 | 49.63 | -- |
| Male (%) | 50.00 | 50.37 | -- |
| | 8.45 (0.84) | 8.49 (0.84) | 0.6691 |
| -- | -- | 0.2170 | |
| Grade 2 (%) | 40.10 | 40.74 | -- |
| Grade 3 (%) | 45.05 | 37.78 | -- |
| Grade 4 (%) | 14.85 | 21.48 | -- |
| -- | -- | 0.4728 | |
| Black (%) | 11.88 | 12.59 | -- |
| Hispanic (%) | 11.39 | 10.37 | -- |
| Asian (%) | 6.44 | 8.15 | -- |
| Native American (%) | 0.00 | 1.48 | -- |
| White (%) | 70.30 | 67.41 | -- |
| 17.44 (3.26) | 17.73 (3.00) | 0.4096 | |
| 58.11 (30.96) | 62.66 (27.95) | 0.1704 | |
| -- | -- | 0.7502 | |
| Normal or Under (%) | 70.79 | 68.89 | -- |
| Overweight (%) | 15.84 | 14.81 | -- |
| Obese (%) | 13.37 | 16.30 | -- |
* p-values are obtained using Pearson chi-square tests or two-sample T-tests as appropriate.
Baseline characteristics comparing students who completed the physical measurement in the Fall and Spring (completers) with students who dropped out from the study or changed the treatment (non-completers), expressed in means (standard deviation) or percentages.
| Descriptives | Non-Completers ( | Completers ( | |
|---|---|---|---|
| -- | -- | <0.0001 | |
| School 1 (%) | 68.75 | 28.22 | -- |
| School 2 (%) | 6.25 | 38.96 | -- |
| School 3 (%) | 25.00 | 32.82 | -- |
| -- | -- | 0.3334 | |
| Female (%) | 43.75 | 51.23 | -- |
| Male (%) | 56.25 | 48.77 | -- |
| 8.50 (0.67) | 8.45 (0.83) | 0.7008 | |
| -- | -- | 0.0009 | |
| Grade 2 (%) | 20.83 | 41.10 | -- |
| Grade 3 (%) | 70.83 | 42.02 | -- |
| Grade 4 (%) | 8.33 | 16.87 | -- |
| -- | -- | 0.0400b | |
| Black (%) | 27.08 | 10.12 | -- |
| Hispanic (%) | 8.33 | 10.74 | -- |
| Asian (%) | 4.17 | 7.98 | -- |
| Native American (%) | 0.00 | 0.61 | -- |
| White (%) | 60.42 | 70.55 | -- |
| 18.00 (2.77) | 17.56 (3.22) | 0.3655 | |
| 67.49 (28.22) | 59.55 (30.01) | 0.0854 | |
| -- | -- | 0.3707 | |
| Normal or Under (%) | 62.50 | 70.25 | -- |
| Overweight (%) | 22.92 | 15.03 | -- |
| Obese (%) | 14.58 | 14.72 | -- |
Notes: a p-values are obtained using Pearson chi-square tests or two-sample T-tests as appropriate. b p-value is obtained using Fisher exact test due to small expected numbers in some categories.
Figure 2Plots of mean EEs and their 95% confidence intervals for treatment (stand-biased) and control groups in the fall and spring semesters.
Figure 3Plots of mean step counts and their 95% confidence intervals for treatment (stand-biased) and control groups in the fall and spring semesters.
Effects of treatment and other covariates on EE from fitting a linear mixed effects model to the data.
| Covariates | Parameter Estimate | Standard Error | |
|---|---|---|---|
| Fixed Effects | |||
| Intercept | 0.98 | 0.04 | <0.0001 |
| Treat | 0.16 | 0.04 | <0.0001 |
| Semester | 0.07 | 0.03 | 0.0157 |
| Male | 0.04 | 0.02 | 0.0704 |
| Grade 2 | −0.13 | 0.03 | <0.0001 |
| Grade 4 | 0.12 | 0.04 | 0.0016 |
| Black | 0.06 | 0.02 | 0.0131 |
| Hispanic | −0.02 | 0.04 | 0.5975 |
| Asian | −0.04 | 0.05 | 0.3859 |
| Overweight | 0.24 | 0.03 | <0.0001 |
| Obese | 0.40 | 0.05 | <0.0001 |
| Treat*Semester | −0.08 | 0.04 | 0.0459 |
| Random Effects | |||
| Classroom | 0.002 | 0.001 | -- |
| Child | 0.041 | 0.003 | -- |
| Residual | 0.250 | 0.0006 | -- |
Effects of treatment and other covariates on step counts from fitting a linear mixed effects model to the data.
| Covariates | Parameter Estimate | Standard Error | |
|---|---|---|---|
| Fixed Effects | |||
| Intercept | 4.07 | 0.34 | <0.0001 |
| Treat | 1.61 | 0.43 | 0.0002 |
| Semester | 0.40 | 0.54 | 0.4610 |
| Male | 0.61 | 0.22 | 0.0059 |
| Grade 2 | 0.48 | 0.41 | 0.2378 |
| Grade 4 | −0.13 | 0.35 | 0.7101 |
| Black | 1.36 | 0.36 | 0.0001 |
| Hispanic | 0.62 | 0.22 | 0.0041 |
| Asian | 0.11 | 0.26 | 0.6791 |
| Overweight | 0.78 | 0.19 | <0.0001 |
| Obese | 0.62 | 0.22 | 0.0059 |
| Treat*Semester | −1.49 | 0.66 | 0.0246 |
| Random Effects | |||
| Classroom | 0.46 | 0.19 | -- |
| Child | 2.56 | 0.22 | -- |
| Residual | 164.01 | 0.38 | -- |