A Cross-Sectional Study on Physical Activity and Psychological Distress in Adults with Asthma
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Participants
2.2.1. Exclusion Criteria
2.2.2. Inclusion Criteria
2.3. Variables
2.4. Statistical Analysis
3. Results
- R2 = 17.7%, positively explained by Mental Health (Constant: β = 20.176, t = 11.959, p < 0.001; PSS: β = −0.237, t = −10.187, p < 0.001; PAL: β = −0.940, t = −4.796, p < 0.001; BMI: β = −0.075, t = 2.220, p = 0.027; Social Class: β = 0.275, t = 2.557, p = 0.011; Age: β = 0.030, t = 2.433, p = 0.015).
- R2 = 12.0%, positively explained by Successful Coping (Constant: β = 9.901, t = 16.200, p < 0.001; PSS: β = −0.070, t = −7.643, p < 0.001; PAL: β = −0.472, t = −6.138, p < 0.001; BMI: β = 0.040, t = 3.087, p = 0.002).
- R2 = 17.2%, positively explained by Self-esteem (Constant: β = 6.739, t = 9.440, p < 0.001; PSS: β = −0.108, t = −9.809, p < 0.001; PAL: β = −0.392, t = −4.271, p < 0.001; Age: β = 0.022, t = 4.001, p < 0.001; Social Class: β = 0.191, t = 3.798, p < 0.001).
- R2 = 13.9%, positively explained by Stress (Constant: β = 6.258, t = 8.638, p < 0.001; PSS: β = −0.099, t = −10.238, p < 0.001; PAL: β = −0.185, t = −2.249, p = 0.025; Age: β = 0.010, t = 1.879, p = 0.061; Sex: β = 0.388, t = 2.750, p = 0.006; BMI: β = 0.030, t = 2.750, p = 0.036).
4. Discussion
4.1. Main Findings
4.2. Practical Applications
4.3. Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | Total n = 1040 | Men n = 436 | Women n = 604 | |
---|---|---|---|---|
Age (Years) | p | |||
Median (IQR) | 43 (23) | 42 (21) | 44 (24) | 0.217 |
Mean (SD) | 43.1 (14.7) | 42.5 (14.3) | 43.5 (14.9) | |
PAI | p | |||
Median (IQR) | 0 (22) | 0 (30) | 0 (15) | <0.001 |
Mean (SD) | 11.3 (17.2) | 14.4 (18.1) | 9.1 (15.7) | |
Mental health | p | |||
Median (IQR) | 10 (6) | 10 (5) | 10 (6) | 0.032 |
Mean (SD) | 11.1 (5.6) | 10.6 (5.3) | 11.4 (5.8) | |
Successful coping | p | |||
Median (IQR) | 6 (1) | 6 (0) | 6 (1) | 0.353 |
Mean (SD) | 6.5 (2.2) | 6.4 (2.0) | 6.6 (2.3) | |
Self-esteem | p | |||
Median (IQR) | 2 (4) | 1 (4) | 2 (4) | 0.028 |
Mean (SD) | 2.4 (2.7) | 2.6 (2.5) | 2.6 (2.7) | |
Stress | p | |||
Median (IQR) | 3 (3) | 3 (3) | 3 (4) | 0.009 |
Mean (SD) | 2.9 (2.2) | 2.7 (2.2) | 3.1 (2.4) | |
Perceived social support | Total n = 1010 | Men n = 426 | Women n = 584 | p |
Median (IQR) | 49 (9) | 49 (13) | 50 (9) | 0.340 |
Mean (SD) | 47.5 (7.2) | 47.3 (7.3) | 47.6 (7.1) | |
SPH n (%) | Total n = 1040 | Men n = 436 | Women n = 604 | p* |
Negative | 432 (41.5) | 161 (36.9) | 271 (44.9) * | 0.010 |
Positive | 608 (58.5) | 275 (63.1) | 333 (55.1) * | |
PAL n (%) | ||||
Inactive | 151 (14.5%) | 55 (12.6%) | 96 (15.9%) | <0.001 |
Walkers | 483 (46.4%) | 174 (39.9%) | 309 (51.2%) * | |
Active | 283 (27.2%) | 137 (31.4%) | 146 (24.2%) * | |
Very active | 123 (11.8%) | 70 (16.1%) | 53 (8.8%) * | |
Social Class n (%) | ||||
I | 115 (11.3%) | 64 (14.9%) | 51 (8.7%) * | <0.001 |
II | 86 (8.5%) | 34 (7.9%) | 52 (8.9%) | |
III | 192 (18.9%) | 80 (18.6%) | 112 (19.1%) | |
IV | 142 (14.0%) | 66 (15.3%) | 76 (13.0%) | |
V | 339 (33.4%) | 136 (31.6%) | 203 (34.6%) | |
VI | 142 (14.0%) | 50 (11.6%) | 92 (15.7%) |
Variables | Total n = 1006 | Men n = 572 | Women n = 434 | ||||||
---|---|---|---|---|---|---|---|---|---|
Mental health | |||||||||
PAL | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p |
Inactive | 13.8 (7.2) | 12 (8) | <0.001 | 14.1 (7.4) | 12 (9) | <0.001 | 13.7 (7.1) | 12 (7) | <0.001 |
Walker | 11.2 (5.4) | 10 (6) | 10.3 (4.3) | 10 (5) | 11.7 (5.8) | 11 (7) | |||
Active | 10.2 (5.0) | 9 (6) | 10.2 (5.1) | 9 (6) | 10.1 (4.8) | 9 (6) | |||
Very active | 9.3 (4.1) | 9 (6) | 9.2 (4.3) | 9 (5) | 9.5 (4.3) | 9 (6) | |||
Successful coping | |||||||||
PAL | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p |
Inactive | 7.7 (3.0) | 6 (3) | <0.001 | 7.8 (2.0) | 6 (3) | <0.001 | 7.6 (3.0) | 6 (3) | <0.001 |
Walker | 6.5 (3.9) | 6 (0) | 6.3 (2.3) | 6 (0) | 6.6 (2.2) | 6 (1) | |||
Active | 6.2 (3.3) | 6 (0) | 6.2 (1.8) | 6 (0) | 6.1 (1.8) | 6 (1) | |||
Very active | 5.8 (1.7) | 6 (1) | 5.8 (1.8) | 6 (0) | 5.7 (1.7) | 6 (1) | |||
Self-esteem | |||||||||
PAL | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p |
Inactive | 3.5 (3.3) | 4 (4) | <0.001 | 3.8 (3.5) | 3 (5) | <0.001 | 3.4 (3.1) | 3 (3) | <0.001 |
Walker | 2.5 (2.6) | 2 (4) | 2.1 (2.3) | 2 (3) | 2.8 (2.8) | 2 (4) | |||
Active | 2.0 (2.4) | 1 (4) | 2.1 (2.4) | 1 (4) | 2.0 (2.4) | 1 (3) | |||
Very active | 1.6 (2.0) | 1 (2) | 1.5 (2.0) | 1 (2) | 1.7 (2.1) | 1 (3) | |||
Stress | |||||||||
PAL | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p | m (sd) | mdn (IQR) | p |
Inactive | 3.7 (2.4) | 3 (4) | <0.001 | 3.6 (2.4) | 3 (3) | 0.028 | 3.7 (2.4) | 3 (4) | <0.001 |
Walker | 3.0 (2.2) | 3 (3) | 2.6 (1.9) | 3 (3) | 3.2 (2.4) | 3 (4) | |||
Active | 2.6 (2.2) | 2 (3) | 2.6 (2.3) | 2 (4) | 2.7 (2.2) | 3 (3) | |||
Very active | 2.5 (2.2) | 2 (3) | 2.4 (2.1) | 2 (3) | 2.7 (2.4) | 2 (3) |
Target Variable | Rho | p |
---|---|---|
Mental Health | −0.209 | <0.001 |
Successful Coping | −0.197 | <0.001 |
Self-esteem | −0.193 | <0.001 |
Stress | −0.145 | <0.001 |
1. Have you been able to concentrate well on what you are doing? | −0.117 | <0.001 |
2. Have your worries caused you to lose sleep? | −0.102 | 0.001 |
3. Do you feel that you were playing a useful role in life? | −0.139 | <0.001 |
4. Do you feel able to make decisions? | −0.142 | <0.001 |
5. Have you felt constantly overwhelmed and under stress? | −0.126 | <0.001 |
6. Have you had the feeling that you cannot overcome your difficulties? | −0.163 | <0.001 |
7. Have you been able to enjoy your normal daily activities? | −0.177 | <0.001 |
8. Have you been able to cope adequately with your problems? | −0.205 | <0.001 |
9. Have you felt unhappy or depressed? | −0.149 | <0.001 |
10. Have you lost confidence in yourself? | −0.187 | <0.001 |
11. Have you thought of yourself as a worthless person? | −0.187 | <0.001 |
12. Do you feel reasonably happy considering all the circumstances? | −0.190 | <0.001 |
Target Variable | Correlations | p |
---|---|---|
Mental Health | −0.287 | <0.001 |
Successful Coping | −0.173 | <0.001 |
Self-esteem | −0.281 | <0.001 |
Stress | −0.292 | <0.001 |
1. Have you been able to concentrate well on what you are doing? | −0.127 | <0.001 |
2. Have your worries caused you to lose sleep? | −0.207 | <0.001 |
3. Do you feel that you are playing a useful role in life? | −0.152 | <0.001 |
4. Do you feel able to make decisions? | −0.096 | 0.002 |
5. Have you felt constantly overwhelmed and under stress? | −0.255 | <0.001 |
6. Have you had the feeling that you cannot overcome your difficulties? | −0.228 | <0.001 |
7. Have you been able to enjoy your normal daily activities? | −0.144 | <0.001 |
8. Have you been able to cope adequately with your problems? | −0.143 | <0.001 |
9. Have you felt unhappy or depressed? | −0.286 | <0.001 |
10. Have you lost confidence in yourself? | −0.211 | <0.001 |
11. Have you thought of yourself as a worthless person? | −0.188 | <0.001 |
12. Do you feel reasonably happy considering all the circumstances? | −0.114 | <0.001 |
B | SE | Wald | df | Sig | Exp(B) | 95% C.I. for EXP(B) | ||
---|---|---|---|---|---|---|---|---|
Lower | Upper | |||||||
PAL: (Inactive) | 16.190 | 3 | 0.001 | |||||
Walker | −0.428 | 0.220 | 3.780 | 1 | 0.052 | 0.652 | 0.424 | 1.003 |
Active | −0.873 | 0.243 | 11.938 | 1 | 0.000 | 0.417 | 0.259 | 0.672 |
Very active | −0.924 | 0.311 | 8.844 | 1 | 0.003 | 0.397 | 0.216 | 0.730 |
Social Class: (I) | 12.921 | 5 | 0.024 | |||||
II | 0.083 | 0.353 | 0.055 | 1 | 0.814 | 1.086 | 0.544 | 2.171 |
III | 0.564 | 0.284 | 3.930 | 1 | 0.047 | 1.757 | 1.006 | 3.068 |
IV | 0.451 | 0.306 | 2.173 | 1 | 0.140 | 1.569 | 0.862 | 2.857 |
V | 0.693 | 0.266 | 6.780 | 1 | 0.009 | 2.000 | 1.187 | 3.370 |
VI | 0.897 | 0.308 | 8.509 | 1 | 0.004 | 2.453 | 1.342 | 4.484 |
Sex (Men) | 0.275 | 0.154 | 3.193 | 1 | 0.074 | 1.317 | 0.974 | 1.782 |
Age (Years) | 0.052 | 0.006 | 79.500 | 1 | 0.000 | 1.054 | 1.042 | 1.066 |
PSS (Score) | −0.041 | 0.011 | 14.564 | 1 | 0.000 | 0.960 | 0.940 | 0.980 |
IMC (Kg/m2) | 0.028 | 0.015 | 3.301 | 1 | 0.069 | 1.028 | 0.998 | 1.060 |
Constant | −1.642 | 0.744 | 4.871 | 1 | 0.027 | 0.194 |
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Denche-Zamorano, Á.; Urbano-Mairena, J.; Pastor-Cisneros, R.; Muñoz-Bermejo, L.; Barrios-Fernandez, S.; Garcia-Gordillo, M.Á.; Colmenarez-Mendoza, A.; Guerra-Bustamante, J.; Mendoza-Muñoz, M. A Cross-Sectional Study on Physical Activity and Psychological Distress in Adults with Asthma. Healthcare 2022, 10, 2469. https://doi.org/10.3390/healthcare10122469
Denche-Zamorano Á, Urbano-Mairena J, Pastor-Cisneros R, Muñoz-Bermejo L, Barrios-Fernandez S, Garcia-Gordillo MÁ, Colmenarez-Mendoza A, Guerra-Bustamante J, Mendoza-Muñoz M. A Cross-Sectional Study on Physical Activity and Psychological Distress in Adults with Asthma. Healthcare. 2022; 10(12):2469. https://doi.org/10.3390/healthcare10122469
Chicago/Turabian StyleDenche-Zamorano, Ángel, Javier Urbano-Mairena, Raquel Pastor-Cisneros, Laura Muñoz-Bermejo, Sabina Barrios-Fernandez, Miguel Ángel Garcia-Gordillo, Alexis Colmenarez-Mendoza, Joan Guerra-Bustamante, and María Mendoza-Muñoz. 2022. "A Cross-Sectional Study on Physical Activity and Psychological Distress in Adults with Asthma" Healthcare 10, no. 12: 2469. https://doi.org/10.3390/healthcare10122469
APA StyleDenche-Zamorano, Á., Urbano-Mairena, J., Pastor-Cisneros, R., Muñoz-Bermejo, L., Barrios-Fernandez, S., Garcia-Gordillo, M. Á., Colmenarez-Mendoza, A., Guerra-Bustamante, J., & Mendoza-Muñoz, M. (2022). A Cross-Sectional Study on Physical Activity and Psychological Distress in Adults with Asthma. Healthcare, 10(12), 2469. https://doi.org/10.3390/healthcare10122469