| Literature DB >> 35256683 |
Morgan Chen1, Zhonghui He2, Zhanjia Zhang2, Weiyun Chen3.
Abstract
This study examined the association of different intensity levels of physical activity and positive thinking with a global sleep quality among college students. The research question was: to what degree were the different intensity levels of physical activity and positive thinking significantly associated with the global sleep quality among college students? We recruited students, who enrolled in regular physical education classes during a fall semester at a major public university. 553 students signed the consent form and indicated their voluntary participation in this study. The final data set for analysis consisted of 403 college students with the mean age of 19.01 years ± 1.559 years (217 males vs. 186 females) based on the results of data screening. They completed three questionnaires: International Physical Activity Questionnaire (IPAQ), Pittsburgh Sleep Quality Index (PSQI), and Positive Thinking Scale (PTS) during a regular physical education class. The multiple regression model revealed that vigorous-intensity physical activity, positive thinking, and negative thinking were collectively and individually associated with the Global PSQI sleep quality (F = 19.389, p = .000), explaining 12.8% of the total variance in the Global PSQI sleep quality for the total sample. College students' engaging in vigorous intensity level of physical activity, and having a good level of positive thinking and a low level of negative thinking were both collectively and individually linked to the Global PSQI sleep quality.Entities:
Mesh:
Year: 2022 PMID: 35256683 PMCID: PMC8901642 DOI: 10.1038/s41598-022-07687-2
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Participants’ demographic information.
| Variables | n | % | Mean | SD |
|---|---|---|---|---|
| Total sample | 19.01 | 1.559 | ||
| Males | 18.92 | 1.788 | ||
| Females | 19.11 | 1.236 | ||
| Males | 217 | 53.8 | ||
| Females | 186 | 46.2 | ||
| Freshman | 27 | 6.7 | ||
| Sophomore | 75 | 18.6 | ||
| Junior | 119 | 29.5 | ||
| Senior | 182 | 45.2 | ||
| Aerobic exercises | 50 | 12.4 | ||
| Badminton | 121 | 30 | ||
| Basketball | 13 | 3.2 | ||
| Strength and conditioning | 158 | 39.2 | ||
| Swimming | 32 | 7.9 | ||
| Tai Chi | 13 | 3.2 | ||
| Tennis | 16 | 4.0 | ||
Means and standard deviations for participants’ PSQI sub-scale and total scores.
| Variables | ||||||
|---|---|---|---|---|---|---|
| Total | Males | Females | Total | Males | Females | |
| Subjective sleep quality | 0.82 | 0.78 | 0.86 | 0.630 | 0.627 | 0.634 |
| Sleep latency | 1.02 | 1.03 | 1.01 | 0.788 | 0.813 | 0.760 |
| Sleep duration | 0.89 | 0.92 | 0.87 | 0.734 | 0.725 | 0.746 |
| Habitual sleep efficiency | 0.06 | 0.05 | 0.07 | 0.232 | 0.210 | 0.256 |
| Sleep disturbances | 0.98 | 0.97 | 1.0 | 0.411 | 0.384 | 0.441 |
| Use of sleep medications | 0.06 | 0.06 | 0.08 | 0.354 | 0.283 | 0.422 |
| Daytime dysfunction | 1.06 | 1.04 | 1.09 | 0.789 | 0.765 | 0.817 |
| Global PSQI score | 4.89 | 4.85 | 4.97 | 1.936 | 1.907 | 1.974 |
Means and standard deviations of IPAQ sub-scale and total scores (MET-min/week).
| Variables | ||||||
|---|---|---|---|---|---|---|
| Total | Males | Females | Total | Males | Females | |
| Vigorous PA | 770.74 | 888.89 | 632.04 | 910.44 | 938.91 | 857.77 |
| Moderate PA | 590.19 | 663.04 | 504.28 | 773.38 | 840.04 | 678.77 |
| Walking | 625.07 | 623.27 | 627.16 | 700.78 | 703.37 | 699.65 |
| Total PA | 1977.34 | 2171.11 | 1751.27 | 1437.76 | 1476.68 | 1360.33 |
Means and standard deviations of PTS sub-scale and total scores.
| Variables | ||||||
|---|---|---|---|---|---|---|
| Total | Males | Females | Total | Males | Females | |
| Positive thinking | 9.58 | 9.64 | 9.76 | 1.933 | 1.808 | 1.528 |
| Negative thinking | 5.38 | 5.24 | 5.68 | 3.209 | 3.172 | 3.218 |
| Total scale | 14.96 | 14.88 | 15.44 | 4.567 | 4.466 | 4.306 |
Correlation values of total sleep and all variables.
| Variables | Global PSQI score | |
|---|---|---|
| Vigorous PA | − 0.108 | 0.031* |
| Moderate PA | − 0.036 | 0.468 |
| Walking | − 0.010 | 0.836 |
| Total PA | − 0.085 | 0.090 |
| Positive thinking | − 0.339 | 0.000** |
| Negative thinking | − 0.305 | 0.000** |
| Overall positive thinking | − 0.351 | 0.000** |
| Vigorous PA | − 0.120 | 0.078 |
| Moderate PA | − 0.004 | 0.953 |
| Walking | − 0.105 | 0.125 |
| Total PA | − 0.127 | 0.062 |
| Positive thinking | − 0.355 | 0.000** |
| Negative thinking | − 0.329 | 0.000** |
| Overall positive thinking | − 0.377 | 0.000** |
| Vigorous PA | − 0.087 | 0.243 |
| Moderate PA | − 0.076 | 0.308 |
| Walking PA | 0.140 | 0.056* |
| Total PA | − 0.025 | 0.738 |
| Positive thinking | − 0.325 | 0.000** |
| Negative thinking | − 0.285 | 0.000** |
| Overall positive thinking | − 0.328 | 0.000** |
*p < 0.05; **p < 0.01.
Results of multiple R-squared regression model with sub-scales of IPAQ and PTS as predictors of global PSQI score.
| Variables | |||||||
|---|---|---|---|---|---|---|---|
| Model | 0.358 | 0.128 | 19.389 | 0.000** | |||
| Vigorous PA | − 0.089 | − 1.866 | 0.063 | ||||
| Positive thinking | − 0.242 | − 4.160 | 0.000** | ||||
| Negative thinking | − 0.124 | − 2.121 | 0.035* | ||||
| Exclusion of overall positive thinking | |||||||
| Model | 0.393 | 0.155 | 12.977 | 0.000** | |||
| Total PA | − 0.083 | − 1.273 | 0.204 | ||||
| Positive thinking | − 0.258 | − 3.316 | 0.001** | ||||
| Negative thinking | − 0.149 | − 1.892 | 0.060 | ||||
| Exclusion of overall positive thinking | |||||||
| Model | 0.326 | 0.106 | 7.223 | 0.000 | |||
| Walking | 0.073 | 1.035 | 0.302 | ||||
| Positive thinking | − 0.214 | − 2.424 | 0.017* | ||||
| Negative thinking | − 0.128 | − 1.457 | 0.147 | ||||
| Exclusion of overall positive thinking | |||||||
*p < 0.05; **p < 0.01.