| Literature DB >> 35622487 |
Gerald Jarnig1, Reinhold Kerbl2, Mireille N M van Poppel1.
Abstract
The ongoing COVID-19 pandemic not only impacted the health of school children directly through SARS-CoV-2 infections, but the associated closures of schools and sports facilities also resulted in long-term negative side effects. The aim of this study was to investigate the effects of COVID-19-related mitigation measures on the health and fitness status of primary school children in Austria. A total of 303 primary school children participated in the longitudinal study. Data on height, weight, and fitness were collected before the COVID-19 pandemic (September 2019) and at one-year intervals (September 2020 and September 2021) during the course of the pandemic. In the first year, from September 2019 to September 2020, there were alarming increases in body mass index (BMI) standard deviation scores (SDSs) (from 0.32 to 0.49) and dramatic decreases in both cardiorespiratory endurance (CRE) (from 0.49 to -0.43) and action speed (from -0.31 to -0.64). In the second year (September 2020 to September 2021), the BMI scores stabilized, and improvements in CRE were observed, especially in the subgroup of children who were members of sports clubs. In the future, more initiatives and projects, in addition to sports club activities, should be started and expanded, particularly in schools, to specifically counteract the observed health damage and, thus, have a positive effect on the development of all children, especially those without sports club membership.Entities:
Keywords: COVID-19; body mass index; cardiorespiratory endurance; children; fitness; flexibility; full body coordination; health-related fitness; primary school; reaction time; school; shuttle run; standing long jump
Year: 2022 PMID: 35622487 PMCID: PMC9147516 DOI: 10.3390/sports10050078
Source DB: PubMed Journal: Sports (Basel) ISSN: 2075-4663
Figure 1Flow diagram.
Overall sample characteristics.
| Variable | Sep-19 | Sep-20 | Sep-21 |
|---|---|---|---|
| Age (years), Mean (SD) | 7.7 (0.4) | 8.7 (0.4) | 9.7 (0.4) |
| Female sex, no. (%) | 147 (48.5) | ||
| Sports club, no. (%) | 133 (43.9) | ||
| BMI, mean (SD) in kg/m2 | 16.49 (2.41) | 17.36 (2.90) | 17.95 (3.23) |
| 6MR, mean (SD) in m | 906 (137) | 815 (126) | 860 (172) |
| SLJ, mean (SD) in cm | 120.5 (18.1) | 132.1 (19.7) | 138.4 (20.1) |
| MB1kg, mean (SD) in cm | 316.8 (66.5) | 375.4 (67.3) | 420.2 (74.7) |
| 4 × 10 SHR, mean (SD) in s | 15.18 (1.37) | 14.97 (1.52) | 13.45 (1.15) |
| JS, mean (SD) in no. | 29.6 (6.5) | 35.2 (6.8) | 38.4 (6.4) |
| VSR, mean (SD) in cm | 17.8 (8.3) | 17.5 (8.7) | 16.3 (8.6) |
| RD, mean (SD) in cm | 19.3 (9.3) | 19.2 (7.0) | 16.4 (6.0) |
Data are no. (%) or mean (SD), study population, n = 303; BMI = body mass index, no. = number, SD = standard deviation, 6MR = 6-min run, SLJ = standing long jump, MB1kg = medicine ball throw (1 kg), 4 × 10 SHR = 4 m × 10 m shuttle run, JS = jumping sideways, VSR = V sit-and-reach test, RD = ruler drop test, kg = kilogram, m = meter, cm = centimeter, s = second.
Standard deviation scores (SDSs) and traditional z-scores (z-values) according to international reference values.
| ∆ Sep-19 to Sep-20 | ∆ Sep-20 to Sep-21 | ||||||
|---|---|---|---|---|---|---|---|
| Variable | Sep-19 | Sep-20 | Sep-21 | Mean ∆ | 95% CI | Mean ∆ | 95% CI |
| BMI SDS, mean (SD) | 0.32 (1.02) | 0.49 (1.04) | 0.48 (1.04) | 0.17 (0.38) | 0.12 to 0.21 | −0.01 (0.34) | −0.04 to 0.04 |
| 6MR SDS, mean (SD) | 0.49 (1.12) | −0.43 (0.93) | −0.38 (1.21) | −0.92 (0.95) | −1.02 to −0.81 | 0.05 (1.12) | −0.08 to 0.18 |
| SLJ SDS, mean (SD) | 0.11 (1.00) | 0.47 (1.07) | 0.29 (1.02) | 0.36 (0.90) | 0.26 to 0.46 | −0.18 (0.74) | −0.26 to −0.10 |
| MB1kg z-value, mean (SD) | 0.09 (1.00) | 0.09 (0.93) | −0.12 (0.92) | 0.00 (0.89) | −0.10 to 0.10 | −0.21 (0.75) | −0.30 to −0.13 |
| 4 × 10 SHR SDS, mean (SD) | −0.31 (0.85) | −0.64 (0.96) | 0.02 (0.93) | −0.33 (0.88) | −0.42 to −0.22 | 0.66 (0.86) | 0.56 to 0.76 |
| JS z-value, mean (SD) | 2.24 (1.40) | 2.37 (1.26) | 2.18 (1.06) | 0.14 (1.27) | −0.01 to 0.28 | −0.19 (0.98) | −0.30 to −0.08 |
| VSR SDS, mean (SD) | 0.35 (1.43) | 0.36 (1.46) | 0.19 (1.42) | 0.01 (0.85) | −0.09 to 0.10 | −0.17 (0.86) | −0.27 to −0.07 |
| RD z-value, mean (SD) | 1.09 (1.28) | 0.81 (1.10) | 1.07 (1.06) | −0.28 (1.49) | −0.45 to −0.11 | 0.26 (1.31) | 0.11 to 0.40 |
Data are mean (SD); sample size for study population, n = 303; Sep-19 = September 2019, Sep-20 = September 2020, and Sep-21 = September 2021; ∆ = change over time, CI = confidence interval, BMI = body mass index, SD = standard deviation, 6MR = 6-min run, SLJ = standing long jump, MB1kg = medicine ball throw (1 kg), 4 × 10 SHR = 4 m × 10 m shuttle run, JS = jumping sideways, VSR = V sit-and-reach test, RD = ruler drop test, m = meter, SDS = standard deviation score, z-value = traditional z-score standardization.
Mixed ANOVAs for anthropometrics and fitness.
| Variable | Effects | Time and Subgroups | df | F | ηp2 | Power a | |
|---|---|---|---|---|---|---|---|
| BMI SDS | Between-subjects effects | Sex | 1 | 1.946 | 0.164 | 0.006 | 0.285 |
| Sports Club | 1 | 0.892 | 0.346 | 0.003 | 0.156 | ||
| Sex × Sports Club | 1 | 1.260 | 0.263 | 0.004 | 0.201 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 1.895 | 33.759 | <0.001 | 0.101 | 1.000 | |
| Time × Sex | 1.895 | 6.258 | 0.002 | 0.021 | 0.882 | ||
| Time × Sports Club | 1.895 | 5.571 | 0.005 | 0.018 | 0.841 | ||
| Time × Sex × Sports Club | 1.895 | 3.139 | 0.047 | 0.010 | 0.586 | ||
| Error (Time) | 566.515 | ||||||
| 6MR SDS | Between-subjects effects | Sex | 1 | 6.272 | 0.013 | 0.021 | 0.704 |
| Sports Club | 1 | 16.129 | <0.001 | 0.051 | 0.979 | ||
| Sex × Sports Club | 1 | 0.989 | 0.321 | 0.003 | 0.168 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 1.903 | 118.204 | <0.001 | 0.283 | 1.000 | |
| Time × Sex | 1.903 | 1.487 | 0.228 | 0.005 | 0.310 | ||
| Time × Sports Club | 1.903 | 0.557 | 0.565 | 0.002 | 0.140 | ||
| Time × Sex × Sports Club | 1.903 | 0.821 | 0.435 | 0.003 | 0.187 | ||
| Error (Time) | 568.960 | ||||||
| SLJ SDS | Between-subjects effects | Sex | 1 | 1.033 | 0.310 | 0.003 | 0.173 |
| Sports Club | 1 | 4.052 | 0.045 | 0.013 | 0.519 | ||
| Sex × Sports Club | 1 | 1.004 | 0.317 | 0.003 | 0.170 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, andT3) | 1.904 | 24.110 | <0.001 | 0.075 | 1.000 | |
| Time × Sex | 1.904 | 1.873 | 0.157 | 0.006 | 0.380 | ||
| Time × Sports Club | 1.904 | 0.109 | 0.888 | 0.000 | 0.066 | ||
| Time × Sex × Sports Club | 1.904 | 1.204 | 0.300 | 0.004 | 0.257 | ||
| Error (Time) | 569.303 | ||||||
| MB1kg z-value | Between-subjects effects | Sex | 1 | 2.564 | 0.110 | 0.009 | 0.358 |
| Sports Club | 1 | 4.528 | 0.034 | 0.015 | 0.564 | ||
| Sex × Sports Club | 1 | 5.310 | 0.022 | 0.017 | 0.632 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 1.922 | 8.229 | <0.001 | 0.027 | 0.955 | |
| Time × Sex | 1.922 | 2.633 | 0.075 | 0.009 | 0.513 | ||
| Time × Sports Club | 1.922 | 0.934 | 0.391 | 0.003 | 0.208 | ||
| Time × Sex × Sports Club | 1.922 | 2.060 | 0.130 | 0.007 | 0.416 | ||
| Error (Time) | 574.679 | ||||||
| 4 × 10 SHR SDS | Between-subjects effects | Sex | 1 | 2.552 | 0.111 | 0.008 | 0.357 |
| Sports Club | 1 | 13.197 | <0.001 | 0.042 | 0.952 | ||
| Sex × Sports Club | 1 | 0.004 | 0.953 | 0.000 | 0.050 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 2 | 77.420 | <0.001 | 0.206 | 1.000 | |
| Time × Sex | 2 | 1.013 | 0.364 | 0.003 | 0.227 | ||
| Time × Sports Club | 2 | 1.716 | 0.181 | 0.006 | 0.361 | ||
| Time × Sex × Sports Club | 2 | 1.181 | 0.308 | 0.004 | 0.259 | ||
| Error (Time) | 598 | ||||||
| JS z-value | Between-subjects effects | Sex | 1 | 7.805 | 0.006 | 0.025 | 0.795 |
| Sports Club | 1 | 8.923 | 0.003 | 0.029 | 0.846 | ||
| Sex × Sports Club | 1 | 4.586 | 0.033 | 0.015 | 0.569 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 1.828 | 5.107 | 0.008 | 0.017 | 0.796 | |
| Time × Sex | 1.828 | 1.625 | 0.200 | 0.005 | 0.328 | ||
| Time × Sports Club | 1.828 | 2.411 | 0.096 | 0.008 | 0.464 | ||
| Time × Sex × Sports Club | 1.828 | 0.149 | 0.843 | 0.000 | 0.072 | ||
| Error (Time) | 546.628 | ||||||
| VSR SDS | Between-subjects effects | Sex | 1 | 25.714 | <0.001 | 0.079 | 0.999 |
| Sports Club | 1 | 2.871 | 0.091 | 0.010 | 0.393 | ||
| Sex × Sports Club | 1 | 0.108 | 0.743 | 0.000 | 0.062 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 2 | 8.343 | <0.001 | 0.027 | 0.963 | |
| Time × Sex | 2 | 3.063 | 0.047 | 0.010 | 0.591 | ||
| Time × Sports Club | 2 | 0.587 | 0.557 | 0.002 | 0.148 | ||
| Time × Sex × Sports Club | 2 | 0.256 | 0.774 | 0.001 | 0.090 | ||
| Error (Time) | 598 | ||||||
| RD z-value | Between-subjects effects | Sex | 1 | 5.010 | 0.026 | 0.016 | 0.607 |
| Sports Club | 1 | 2.088 | 0.149 | 0.007 | 0.302 | ||
| Sex × Sports Club | 1 | 0.368 | 0.545 | 0.001 | 0.093 | ||
| Error | 299 | ||||||
| Within-subjects effects | Time (T1, T2, and T3) | 1.941 | 5.525 | 0.005 | 0.018 | 0.844 | |
| Time × Sex | 1.941 | 0.313 | 0.725 | 0.001 | 0.099 | ||
| Time × Sports Club | 1.941 | 1.604 | 0.203 | 0.005 | 0.335 | ||
| Time × Sex × Sports Club | 1.941 | 0.642 | 0.522 | 0.002 | 0.156 | ||
| Error (Time) | 580.445 |
a Observed power computed by using alpha = 0.05. ANOVA = analysis of variance, BMI = body mass index, df = degrees of freedom, F = test statistic, ηp2 = partial eta square, IOTF = BMI SDS based on International Obesity Taskforce reference centile curves [38], SD = standard deviation; SDS = standard deviation score, z-value = traditional z-score standardization; 6MR = 6-min run, SLJ = standing long jump, MB1kg = medicine ball throw (1 kg), 4 × 10 SHR = 4 m × 10 m shuttle run, JS = jumping sideways, VSR = V sit-and-reach test, RD = ruler drop test, m = meter, SDS = standard deviation score, z-value = traditional z-score standardization; T1 = baseline measurements in September 2019, T2 = follow-up measurements in September 2020, T3 = follow-up measurements in September 2021.
Figure 2Changes in standard deviation scores of anthropometrics and fitness, starting from the baseline measurement results in September 2019 (T1) via the September 2020 (T2) and September 2021 (T3) test phases. SD = standard deviation; SDS = standard deviation score, z-value = traditional z-score standardization; 6MR = 6-min run, SLJ = standing long jump, MB1kg = medicine ball throw (1 kg), 4 × 10 SHR = 4 m × 10 m shuttle run, JS = jumping sideways, VSR = V sit-and-reach test, RD = ruler drop test; T1 = baseline measurements in September 2019, T2 = follow-up measurements in September 2020, T3 = follow-up measurements in September 2021. Significance level p-value: * = p-value ≤ 0.05, ** = p-value ≤ 0.01, *** = p-value ≤ 0.001, n.s. = p-value not significant.
Figure 3Changes in standard deviation scores of anthropometrics and fitness (only for interaction effects in subgroups), starting from the baseline measurement results in September 2019 (T1) via the September 2020 (T2) and September 2021 (T3) test phases. IOTF = BMI SDS based on International Obesity Taskforce reference centile curves [38], SD = standard deviation; SDS = standard deviation score, VSR = V sit-and-reach test, MAKFIT = Macedonian fitness meter [37], T1 = baseline measurements in September 2019, T2 = follow-up measurements in September 2020, T3 = follow-up measurements in September 2021. Significance level p-value: * = p-value ≤ 0.05, ** = p-value ≤ 0.01, *** = p-value ≤ 0.001, n.s. = p-value not significant.