Physical Activity during COVID-19 in German Adults: Analyses in the COVID-19 Snapshot Monitoring Study (COSMO)
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Sample
2.2. Variables and Measures
2.2.1. Demographics
2.2.2. Health-Related Covariates
2.2.3. Alcohol Consumption
2.2.4. Coping Strategies
2.2.5. Current Burden and Self-Efficacy
2.2.6. Physical Activity (Outcome Variable)
2.3. Statistical Analysis
3. Results
3.1. Sample Characteristics
3.2. Univariate Analysis: Absolute and Relative Frequencies and Odds Ratios
Univariate Analysis Stratified by Gender
3.3. Multivariate Logistic Regression
3.4. Additional Analyses on Muscle-Strengthening Activities
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Comparison with Reference Values from the German Health Update (GEDA)
Moderate Intensity PA ≥ 2.5 h per Week | Muscle-Strengthening Activities ≥ 2 Times a Week | |||||||
---|---|---|---|---|---|---|---|---|
2014/2015 a | during COVID-19 (April 2020) | 2014/2015 a | during COVID-19 (April 2020) | |||||
% | 95% CI | % | 95% CI | % | 95% CI | % | 95% CI | |
Women (total) | 42.6 | [41.3–43.9] | 42.3 | [38.1–46.5] | 27.6 | [26.7–28.6] | 30.4 | [26.5–34.3] |
18–29 | 45.2 | [42.3–48.2] | 42.7 | [33.5–52.0] | 34.5 | [32.1–37.0] | 45.5 | [36.2–54.8] |
30–44 | 38.8 | [36.7–41.0] | 47.1 | [39.6–54.6] | 21.1 | [19.5–22.9] | 30.8 | [23.9–37.7] |
45–64 | 47.8 | [46.0–49.6] | 37.2 | [29.8–44.6] | 29.4 | [27.9–30.9] | 21.3 | [15.1–27.6] |
≥65 | 36.5 | [34.0–39.1] | 41.7 | [31.1–52.2] | 26.4 | [24.4–28.4] | 27.4 | [17.9–36.9] |
Men (total) | 48.0 | [46.6–49.4] | 42.9 | [38.5–47.2] | 31.2 | [30.2–32.3] | 33.9 | [29.8–38.1] |
18–29 | 56.7 | [53.6–59.8] | 52.6 | [42.6–62.5] | 43.9 | [41.1–46.8] | 49.5 | [39.5–59.4] |
30–44 | 44.8 | [42.1–47.5] | 39.2 | [30.6–47.8] | 28.5 | [26.2–30.8] | 43.2 | [34.5–51.9] |
45–64 | 45.6 | [43.7–47.6] | 40.1 | [33.1–47.1] | 26.3 | [24.7–27.9] | 26.2 | [19.9–32.5] |
≥65 | 48.3 | [45.9–50.7] | 43.2 | [33.2–53.1] | 32.2 | [30.2–34.4] | 21.1 | [12.9–29.3] |
Total (Women and Men) | 45.3 | [44.2–46.4] | 42.6 | [39.5–45.6] | 29.4 | [28.6–30.2] | 32.1 | [29.3–35.0] |
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Characteristics | Total n = 1034 | PA < 2.5 h per Week n = 594 | PA ≥ 2.5 h per Week n = 440 | |||
---|---|---|---|---|---|---|
N | %/Mean (SD) | n | %/Mean (SD) | n | %/Mean (SD) | |
Gender | ||||||
Male | 504 | 48.7 | 288 | 48.5 | 216 | 49.1 |
Female | 530 | 51.3 | 306 | 51.5 | 224 | 50.9 |
Age | 1034 | 45.8 (15.7) | 594 | 46.4 (15.5) | 440 | 45.0 (16.0) |
Age Category | ||||||
18–29 | 207 | 20.0 | 109 | 18.4 | 98 | 22.3 |
30–44 | 297 | 28.7 | 167 | 28.1 | 130 | 29.5 |
45–64 | 351 | 33.9 | 215 | 36.2 | 136 | 30.9 |
≥65 | 179 | 17.3 | 103 | 17.3 | 76 | 17.3 |
Highest Education | ||||||
A-Level | 579 | 56.0 | 296 | 49.8 | 281 | 63.9 |
No A-Level | 455 | 44.0 | 298 | 50.2 | 159 | 36.1 |
Relationship Status | ||||||
Yes | 718 | 69.4 | 404 | 68 | 314 | 71.4 |
No | 316 | 30.6 | 190 | 32 | 126 | 28.6 |
Children <6 years | ||||||
Yes | 138 | 13.3 | 92 | 15.5 | 46 | 10.5 |
No | 896 | 86.7 | 502 | 84.5 | 394 | 89.5 |
Migration a | ||||||
Yes | 133 | 12.9 | 76 | 12.8 | 57 | 13.0 |
No | 896 | 86.7 | 515 | 86.7 | 381 | 86.6 |
Household Language | ||||||
German | 795 | 76.9 | 454 | 76.4 | 341 | 77.5 |
Other than German | 239 | 23.1 | 140 | 23.6 | 99 | 22.5 |
Household Size | ||||||
Just me | 236 | 22.8 | 146 | 24.6 | 90 | 20.5 |
2 persons | 442 | 42.7 | 243 | 40.9 | 199 | 45.2 |
≥3 persons | 356 | 34.4 | 205 | 34.5 | 151 | 34.3 |
Inhabitants | ||||||
<20,000 | 392 | 37.9 | 227 | 38.2 | 165 | 37.5 |
20,001–100,000 | 257 | 24.9 | 148 | 24.9 | 109 | 24.8 |
100,001–500,000 | 181 | 17.5 | 103 | 17.3 | 78 | 17.7 |
≥500,000 | 204 | 19.7 | 116 | 19.5 | 88 | 20.0 |
Physical Activity | ||||||
Minutes per week | 1034 | 182.8 (285.4) | 594 | 32.6 (43.2) | 440 | 385.6 (342.5) |
Chronic Disease | ||||||
Yes | 346 | 33.5 | 214 | 36.0 | 132 | 30.0 |
No | 642 | 62.1 | 349 | 58.8 | 293 | 66.6 |
I don’t know | 46 | 4.4 | 31 | 5.2 | 15 | 3.4 |
Characteristics | PA ≥ 2.5 h per Week (n = 440) | ||||
---|---|---|---|---|---|
n | % of Subgroup | 95% CI | OR | 95% CI | |
Gender | |||||
Female (reference) | 224 | 42.3 | [38.1–46.5] | ||
Male | 216 | 42.9 | [38.5–47.2] | 1.03 | [0.80–1.31] |
Age Category | |||||
18–29 (reference) | 98 | 47.3 | [40.5–54.1] | ||
30–44 | 130 | 43.8 | [38.1–49.4] | 0.87 | [0.61–1.24] |
45–64 | 136 | 38.7 | [33.7–43.8] | 0.70 | [0.50–0.996] * |
≥65 | 76 | 42.5 | [35.2–49.7] | 0.82 | [0.55–1.23] |
Highest Education | |||||
No A-Level (reference) | 159 | 34.9 | [30.6–39.3] | ||
A-Level | 281 | 48.5 | [44.5–52.6] | 1.76 | [1.36–2.26] *** |
Relationship Status | |||||
No (reference) | 126 | 39.9 | [34.5–45.3] | ||
Yes | 314 | 43.7 | [40.1–47.4] | 1.17 | [0.90–1.53] |
Children <6 years | |||||
No (reference) | 394 | 44.0 | [40.7–47.2] | ||
Yes | 46 | 33.3 | [25.5–41.2] | 0.64 | [0.44–0.93] * |
Migration | |||||
No (reference) | 381 | 42.5 | [39.3–45.8] | ||
Yes | 57 | 42.9 | [34.5–51.3] | 1.01 | [0.70–1.47] |
Household Language | |||||
German (reference) | 341 | 42.9 | [39.5–46.3] | ||
Other than German | 99 | 41.4 | [35.2–47.7] | 0.94 | [0.70–1.26] |
Household Size | |||||
Just me (reference) | 90 | 38.1 | [31.9–44.3] | ||
2 persons | 199 | 45.0 | [40.4–49.7] | 1.32 | [0.96–1.83] |
≥3 persons | 151 | 42.4 | [37.3–47.6] | 1.20 | [0.84–1.67] |
Inhabitants | |||||
≥500,000 (reference) | 88 | 43.1 | [36.3–49.9] | ||
100,001–500,000 | 78 | 43.1 | [35.9–50.3] | 1.00 | [0.67–1.50] |
20,001–100,000 | 109 | 42.4 | [36.4–48.5] | 0.97 | [0.67–1.41] |
<20,000 | 165 | 42.1 | [37.2–47.0] | 0.96 | [0.68–1.35] |
Chronic Disease | |||||
No (reference) | 293 | 45.6 | [41.8–49.5] | ||
I don’t know | 15 | 32.6 | [19.1–46.2] | 0.58 | [0.31–1.09] |
Yes | 132 | 38.2 | [32.8–43.0] | 0.74 | [0.56–0.96] * |
Life Satisfaction | |||||
Dissatisfied (reference) | 51 | 26.7 | [20.4–33.0] | ||
Neutral | 76 | 42.2 | [36.1–50.6] | 2.01 | [1.30–3.10] ** |
Satisfied | 313 | 47.2 | [43.4–51.0] | 2.45 | [1.72–3.50] *** |
Phone Calls | |||||
No (reference) | 33 | 28.4 | [20.2–36.7] | ||
Neutral | 55 | 40.1 | [31.9–48.4] | 1.69 | [0.99–2.86] |
Yes | 352 | 45.1 | [41.6–48.6] | 2.06 | [1.35–3.16] *** |
Receive Help | |||||
No (reference) | 225 | 42.9 | [38.7–47.2] | ||
Neutral | 75 | 44.6 | [37.1–52.2] | 1.07 | [0.76–1.52] |
Yes | 140 | 40.9 | [35.7–46.2] | 0.92 | [0.70–1.21] |
Offer Help | |||||
No (reference) | 173 | 35.5 | [31.2–39.7] | ||
Neutral | 78 | 45.6 | [38.2–53.4] | 1.53 | [1.07–2.18] |
Yes | 189 | 50.4 | [45.3–55.5] | 1.85 | [1.41–2.44] *** |
Plan for Daily Routine | |||||
No (reference) | 65 | 27.7 | [21.9–33.4] | ||
Neutral | 63 | 37.7 | [30.4–45.1] | 1.58 | [1.04–2.42] * |
Yes | 312 | 49.4 | [45.5–53.3] | 2.56 | [1.84–3.53] *** |
Being Bored | |||||
Yes (reference) | 111 | 41.4 | [35.5–47.3] | ||
Neutral | 39 | 33.6 | [25.0–42.2] | 0.63 | [0.42–0.95] * |
No | 290 | 44.6 | [40.8–48.4] | 0.88 | [0.66–1.17] |
The virus is something… | |||||
…I feel helpless with (reference) | 163 | 39.6 | [34.8–44.3] | ||
Neutral | 93 | 37.3 | [31.3–43.4] | 0.91 | [0.66–1.26] |
…I can actively do something about | 184 | 49.3 | [44.3–54.4] | 1.49 | [1.12–1.97] ** |
Alcohol Consumption | |||||
Never (reference) | 59 | 33.5 | [26.6–40.5] | ||
Rarely | 115 | 36.1 | [30.8–41.6] | 1.12 | [0.76–1.65] |
Once a week | 76 | 46.1 | [38.5–53.7] | 1.69 | [1.09–2.62] * |
Several times per week | 167 | 53.4 | [47.8–58.9] | 2.27 | [1.55–3.33] *** |
Every day | 23 | 37.7 | [25.5–49.9] | 1.20 | [0.66–2.20] |
Experience Life Stressful | |||||
No (reference) | 265 | 42.8 | [38.9–46.7] | ||
Yes | 175 | 42.2 | [37.4–46.9] | 0.97 | [0.76–1.25] |
Self-efficacy: Avoiding the virus is | |||||
Difficult (reference) | 63 | 36.8 | [29.6–44.1] | ||
Neutral | 114 | 37.1 | [31.7–42.5] | 1.01 | [0.69–1.49] |
Easy | 263 | 47.3 | [43.2–51.5] | 1.54 | [1.08–2.19] * |
PA ≥ 2.5 h per Week (n = 440) | ||||||
---|---|---|---|---|---|---|
Characteristics | Model 1 | Model 2 | Model 3 | |||
OR | [95% CI] | OR | [95% CI] | OR | [95% CI] | |
Gender | ||||||
Female (reference) | ||||||
Male | 1.0 | [0.78–1.29] | 1.02 | [0.79–1.32] | 0.97 | [0.73–1.27] |
Age Category | ||||||
18–29 (reference) | ||||||
30–44 | 0.95 | [0.66–1.38] | 0.98 | [0.67–1.42] | 0.88 | [0.59–1.30] |
45–64 | 0.75 | [0.52–1.08] | 0.78 | [0.54–1.14] | 0.68 | [0.46–1.00] |
≥65 | 0.94 | [0.61–1.44] | 0.96 | [0.62–1.51] | 0.85 | [0.73–1.27] |
Highest Education | ||||||
No A-Level (reference) | ||||||
A-Level | 1.73 | [1.32–2.29] *** | 1.66 | [1.26–2.18] *** | 1.52 | [1.15–2.02] ** |
Relationship Status | ||||||
No (reference) | ||||||
Yes | 1.27 | [0.96–1.68] | 1.08 | [0.81–1.45] | 0.93 | [0.69–1.26] |
Children < 6 years | ||||||
No (reference) | ||||||
Yes | 0.53 | [0.36–0.80] ** | 0.55 | [0.36–0.82] ** | 0.51 | [0.33–0.78] ** |
Chronic Disease | ||||||
No (reference) | ||||||
I don’t know | 0.67 | [0.45–1.30] | 0.68 | [0.35–1.35] | ||
Yes | 0.86 | [0.65–1.15] | 0.89 | [0.66–1.20] | ||
Life Satisfaction | ||||||
Dissatisfied (reference) | ||||||
Neutral | 1.91 | [1.22–2.98] ** | 1.73 | [1.08–2.75] * | ||
Satisfied | 2.24 | [1.54–3.24] *** | 1.76 | [1.19–2.60] ** | ||
Phone Calls | ||||||
No (reference) | ||||||
Neutral | 1.19 | [0.67–2.12] | ||||
Yes | 1.35 | [0.85–2.16] | ||||
Offer Help | ||||||
No (reference) | ||||||
Neutral | 1.47 | [1.00–2.16] | ||||
Yes | 1.53 | [1.13–2.06] ** | ||||
Plan for Daily Routine | ||||||
No (reference) | ||||||
Neutral | 1.23 | [0.78–1.95] | ||||
Yes | 1.92 | [1.35–2.73] *** | ||||
Alcohol Consumption | ||||||
Never (reference) | ||||||
Rarely | 1.01 | [0.68–1.52] | ||||
Once a week | 1.46 | [0.92–2.33] | ||||
Several times per week | 2.11 | [1.40–3.18] *** | ||||
Every day | 1.26 | [0.66–2.40] | ||||
Pseudo R2 | 0.041 | 0.070 | 0.140 |
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Maertl, T.; De Bock, F.; Huebl, L.; Oberhauser, C.; Coenen, M.; Jung-Sievers, C.; on behalf of the COSMO Study Team. Physical Activity during COVID-19 in German Adults: Analyses in the COVID-19 Snapshot Monitoring Study (COSMO). Int. J. Environ. Res. Public Health 2021, 18, 507. https://doi.org/10.3390/ijerph18020507
Maertl T, De Bock F, Huebl L, Oberhauser C, Coenen M, Jung-Sievers C, on behalf of the COSMO Study Team. Physical Activity during COVID-19 in German Adults: Analyses in the COVID-19 Snapshot Monitoring Study (COSMO). International Journal of Environmental Research and Public Health. 2021; 18(2):507. https://doi.org/10.3390/ijerph18020507
Chicago/Turabian StyleMaertl, Theresa, Freia De Bock, Lena Huebl, Cornelia Oberhauser, Michaela Coenen, Caroline Jung-Sievers, and on behalf of the COSMO Study Team. 2021. "Physical Activity during COVID-19 in German Adults: Analyses in the COVID-19 Snapshot Monitoring Study (COSMO)" International Journal of Environmental Research and Public Health 18, no. 2: 507. https://doi.org/10.3390/ijerph18020507
APA StyleMaertl, T., De Bock, F., Huebl, L., Oberhauser, C., Coenen, M., Jung-Sievers, C., & on behalf of the COSMO Study Team. (2021). Physical Activity during COVID-19 in German Adults: Analyses in the COVID-19 Snapshot Monitoring Study (COSMO). International Journal of Environmental Research and Public Health, 18(2), 507. https://doi.org/10.3390/ijerph18020507