Mechanisms of Physical Exercise Effects on Anxiety in Older Adults during the COVID-19 Lockdown: An Analysis of the Mediating Role of Psychological Resilience and the Moderating Role of Media Exposure
Abstract
:1. Introduction
1.1. Physical Exercise and Anxiety
1.2. Physical Exercise, Psychological Resilience, and Anxiety
1.3. Media Exposure and Anxiety
1.4. Hypotheses and Conceptual Model
2. Methods
2.1. Participants and Procedure
2.2. Instruments
2.2.1. Physical Exercise
2.2.2. Psychological Resilience
2.2.3. Anxiety
2.2.4. Media Exposure
2.3. Control Variables
2.4. Analysis
3. Results
3.1. The Test of Reliability and Validity
3.2. Descriptive Statistics and Correlations among the Main Study Variables
3.3. The Mediation Model Analysis
3.4. The Moderating Model Analysis
4. Discussion
4.1. The Direct Effect of Physical Exercise
4.2. The Mediation of Psychological Resilience
4.3. The Moderating of Media Exposure
4.4. Limits and Implications
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Frequency | Percentage (%) |
---|---|---|
Gender | ||
male | 209 | 46.34% |
female | 242 | 53.66% |
Age | ||
60–65 | 193 | 42.79% |
65–70 | 127 | 28.16% |
70–75 | 79 | 17.52% |
75< | 52 | 11.53% |
Income | ||
<2000 | 119 | 26.39% |
2000–3000 | 142 | 31.49% |
3000–4000 | 71 | 15.74% |
4000–5000 | 51 | 11.31% |
>5000 | 68 | 15.08% |
Education | ||
primary school | 101 | 22.39% |
high school | 261 | 57.87% |
college and higher | 89 | 19.73% |
Marital status | ||
married | 403 | 89.36% |
unmarried | 1 | 0.22% |
divorced | 26 | 5.76% |
widowed | 21 | 4.66% |
Program | ||
tai chi | 127 | 28.16% |
yoga | 59 | 13.08% |
qigong | 106 | 23.50% |
aerobics | 118 | 26.16% |
others | 41 | 9.09% |
Variable | CR | AVE |
---|---|---|
Physical exercise | 0.752 | 0.577 |
Psychological resilience | 0.918 | 0.728 |
Media exposure | 0.867 | 0.673 |
Anxiety | 0.915 | 0.719 |
Χ2/df | P | GFI | AGFI | CFI | NFI | IFI | RMSEA | |
---|---|---|---|---|---|---|---|---|
Indices | 1.629 | 0 | 0.948 | 0.938 | 0.953 | 0.942 | 0.953 | 0.033 |
Variable | M | SD | 1 | 2 | 3 | 4 |
---|---|---|---|---|---|---|
1. Physical exercise | 2.657 | 0.865 | 1 | |||
2. Psychological resilience | 3.201 | 0.980 | 0.269 *** | 1 | ||
3. Media exposure | 2.569 | 0.842 | −0.194 ** | −0.481 ** | 1 | |
4. Anxiety | 3.935 | 0.924 | −0.301 *** | −0.237 *** | 0.425 *** | 1 |
Predictors | Step 1 (Psychological Resilience) | Step 2 (Anxiety) | ||||
---|---|---|---|---|---|---|
β | SE | t | β | SE | t | |
Physical exercise | 0.096 | 0.024 | 2.395 *** | −0.351 | 0.042 | 2.977 *** |
Psychological resilience | −0.425 | 0.063 | −11.265 *** | |||
R2 | 0.589 | 0.503 | ||||
F | 59.642 *** | 72.163 *** |
Effect | SE | 95% CI | Ratio to Total Effect | |
---|---|---|---|---|
Direct effect | −0.351 | 0.042 | [−0.162, −0.095] | 69.39% |
Indirect effect | −0.040 | 0.035 | [−0.087, −0.029] | 30.61% |
Total effect | −0.391 | 0.057 | [−0.155, −0.073] | - |
Variable | M: Psychological Resilience | Y: Anxiety | ||||
---|---|---|---|---|---|---|
β | SE | t | β | SE | t | |
Constant | −0.768 | 0.263 | −3.967 ** | −0.668 | 0.231 | −4.632 ** |
Gender | −0.263 | 0.096 | −3.755 * | −0.212 | 0.103 | −0.339 ** |
Age | 0.023 | 0.042 | 2.683 | 0.036 | 0.038 | 0.569 |
Physical exercise | 0.092 | 0.026 | 12.662 *** | −0.351 | 0.105 | −6.376 *** |
Psychological r esilience | −0.434 | 0.069 | −8.419 *** | |||
Media exposure | 0.634 | 0.065 | 10.684 *** | |||
Physical exercise × media exposure | 0.021 | 0.033 | 3.682 ** | |||
Psychological resilience × media exposure | 0.016 | 0.024 | −2.368 *** | |||
R2 | 0.526 | 0.497 | ||||
F | 65.653 *** | 70.391 *** |
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Xin, S.; Ma, X. Mechanisms of Physical Exercise Effects on Anxiety in Older Adults during the COVID-19 Lockdown: An Analysis of the Mediating Role of Psychological Resilience and the Moderating Role of Media Exposure. Int. J. Environ. Res. Public Health 2023, 20, 3588. https://doi.org/10.3390/ijerph20043588
Xin S, Ma X. Mechanisms of Physical Exercise Effects on Anxiety in Older Adults during the COVID-19 Lockdown: An Analysis of the Mediating Role of Psychological Resilience and the Moderating Role of Media Exposure. International Journal of Environmental Research and Public Health. 2023; 20(4):3588. https://doi.org/10.3390/ijerph20043588
Chicago/Turabian StyleXin, Shuangshuang, and Xiujie Ma. 2023. "Mechanisms of Physical Exercise Effects on Anxiety in Older Adults during the COVID-19 Lockdown: An Analysis of the Mediating Role of Psychological Resilience and the Moderating Role of Media Exposure" International Journal of Environmental Research and Public Health 20, no. 4: 3588. https://doi.org/10.3390/ijerph20043588
APA StyleXin, S., & Ma, X. (2023). Mechanisms of Physical Exercise Effects on Anxiety in Older Adults during the COVID-19 Lockdown: An Analysis of the Mediating Role of Psychological Resilience and the Moderating Role of Media Exposure. International Journal of Environmental Research and Public Health, 20(4), 3588. https://doi.org/10.3390/ijerph20043588