Submitted:
25 July 2023
Posted:
26 July 2023
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
4. Discussion
Limitations
5. Conclusions
- Practical Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
Appendix 1: Questionnaire & Groups of variables
Appendix 1.1. Questionnaire
- 1)
- Sport exercises: medium to high intensity: I practice … running, swimming, aerobics, Nordic walking ...) for 15 to 30 minutes at least 3 times per week (1 - almost never, 2 - sometimes, 3 - almost always)
- 2)
- Low to medium intensity & stretching exercises (Pilatus and yoga type): I practice yoga, stretching, Tai¬-Chi, Pilates or the like for 15 to 30 minutes at least 3 times per week (1 - almost never, 2 - sometimes, 3 - almost always)
- 3)
-
Outdoor leisure group sport & other physical activities: I use some of my free time to participate in activities that maintain my condition (gardening, golf, …) (1 - almost never, 2 - sometimes, 3 - almost always)Healthy life style (habits on substances consumption):
- 4)
- Smoking: I smoke more than two cigarettes a day (1 - almost never, 2 - sometimes, 3 - almost always)
- 5)
- Alcohol consumption: I drink at least 2 glasses of alcoholic beverages per day (1 - almost never, 2 - sometimes, 3 - almost always)
Appendix 1.2. Main variables group divisions:
- 1)
-
Age groups (adults, =>18 years old):
- <45 years
- 45-64 years
- >=65 years
- 2)
-
ex group codification:
- -1
- women
- 1
- men
- 3)
-
BMI groups:
- Underweight = <18.5
- Normal weight = 18.5–24.9
- Overweight = 25–29.9
- Obesity = BMI of 30 or greater
Appendix 2: Descriptive statistics by sex groups:
| Variables | Descriptive Statistics | |||||
|---|---|---|---|---|---|---|
| Frequency N (%) | ||||||
| Groups | 1 | 2 | 3 | 4 | 5 | 6 |
| Age group | 1,351 (25%) | 2,827 (51%) | 1,309 (24%) | - | - | - |
| Level of studies | 193 (4%) | 776 (14%) | 1612 (30%) | 2,004 (37%) | 787 (14%) | 102 (2%) |
| BMI | 147 (3%) | 2,765 (50%) | 1,612 (29%) | 963 (18%) | - | - |
| General health: N GP visits (groups) | 1,210 (22%) | 1,407 (26%) | 1453 (27%) | 1,417 (26%) | - | - |
| Mental health: N Psychiatrist visits (groups) | 4,492 (82%) | 587 (11%) | 407 (7%) | - | - | - |
| Sport and PA type, consumption habits: | Frequency N (%) | |||||
| Almost never | Sometimes | Almost always | ||||
| Sport (medium to high intensity exercises: running, aerobics, swimming) | 2,312 (42%) | 1,664 (30%) | 1,511 (28%) | |||
| Sport (stretching exercises, low to medium intensity - Yoga type) | 4,586 (84%) | 601 (11%) | 300 (5%) | |||
| Outdoor leisure group sport and other physical activities (gardening) | 2,196 (40%) | 2,035 (37%) | 1,256 (23%) | |||
| Smoking (> 2 cigarettes/per day) | 4,824 (88%) | 103 (2%) | 560 (10%) | |||
| Consumption of alcohol (> 2 beers/per day) | 3,894 (71%) | 1,143 (21%) | 450 (8%) | |||
| Variables | Descriptive Statistics | |||||
|---|---|---|---|---|---|---|
| Frequency N (%) | ||||||
| Groups | 1 | 2 | 3 | 4 | 5 | 6 |
| Age group | 497 (13%) | 1,801 (47%) | 1,538 (40%) | - | - | - |
| Level of studies | 241 (6%) | 744 (19%) | 1,177 (31%) | 905 (24%) | 653 (17%) | 110 (3%) |
| BMI | 30 (1%) | 1,222 (32%) | 1897 (47%) | 777 (20%) | - | - |
| General health: N GP visits (groups) | 1,137 (30%) | 939 (24%) | 889 (23%) | 871 (23%) | - | - |
| Mental health: N Psychiatrist visits (groups) | 3,266 (85%) | 354 (9%) | 216 (6%) | - | - | - |
| Sport and PA type, consumption habits: | Frequency N (%) | |||||
| Almost never | Sometimes | Almost always | ||||
| Sport (medium to high intensity exercises: running, aerobics, swimming) | 122 (42%) | 81 (28%) | 91 (31%) | |||
| Sport (stretching exercises, low to medium intensity - Yoga type) | 253 (86%) | 26 (9%) | 15 (5%) | |||
| Outdoor leisure group sport and other physical activities (gardening) | 102 (35%) | 103 (35%) | 89 (30%) | |||
| Smoking (> 2 cigarettes/per day) | 253 (86%) | 8 (3%) | 33 (11%) | |||
| Consumption of alcohol (> 2 beers/per day) | 178 (61%) | 76 (26%) | 40 (14%) | |||
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| Variables | Descriptive Statistics | |||||
|---|---|---|---|---|---|---|
| Frequency N (%) | ||||||
| Groups | 1 | 2 | 3 | 4 | 5 | 6 |
| Age group | 1,861 (18%) | 4,747 (45%) | 4,053 (38%) | - | - | - |
| Level of studies | 458 (5%) | 1,588 (17%) | 2,866 (30%) | 2,971 (31%) | 1,464 (15%) | 213 (2%) |
| BMI | 179 (2%) | 4,103 (39%) | 3,538 (33%) | 2,841 (27%) | - | - |
| General health: N of all doctor visits except psychiatrists (a sum) | 2,411 (25%) | 2,405 (25%) | 2,412 (25%) | 2,389 (25%) | - | - |
| Mental health: N Psychiatrist visits (a sum) | 8,017 (75%) | 966 (9%) | 633 (6%) | 1,044 (10%) | - | - |
| Sport and PA type, consumption habits: | Frequency N (%) | |||||
| Almost never | Sometimes | Almost always | ||||
| PA type 1: Sport (Medium to high intensity exercises: running, aerobics, swimming) | 3,986 (42%) | 2,867 (30%) | 2,764 (29%) | |||
| PA type 2: Sport (low to medium intensity, stretching exercises - Yoga type) | 8,335 (87%) | 854 (9%) | 428 (5%) | |||
| PA type 3: Outdoor leisure group sport and other PAs (gardening) | 3,536 (37%) | 3,494 (36%) | 2,587 (27%) | |||
| Smoking (>2 cigarettes/ day) |
8,328 (87%) | 197 (2%) | 1,092 (11%) | |||
| Alcohol (>2 beers/day) | 6,033 (63%) | 2,370 (25%) | 1,214 (13%) | |||
| Variables/Statistics | Total | Women | Men | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PA type1 frequency |
Factors | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) |
| 1 - Almost never – a baseline | ||||||||||
| 2. Sometimes | Sex | 1.03 | .24 | 0.98-1.09 | na | |||||
| Age group | 1.03 | .40 | 0.96-1.12 | 1.13* | .018 | 1.02-1.25 | 0.91 | .803 | 0.80-1.03 | |
| Level of studies | 1.07** | .003 | 1.02-1.12 | 1.12** | .001 | 1.04-1.19 | 1.03 | .339 | 0.97-1.10 | |
| BMI | 0.76** | <.001 | 0.71-0.81 | 0.77** | <.001 | 0.71-0.83 | 0.74* | <.001 | 0.67-0.83 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 0.91** | <.001 | 0.87-0.95 | 0.90** | .001 | 0.84-0.95 | 0.93 | .069 | 0.87-1.01 | |
| SUM of psychiatrist’ visits | 0.92 | .091 | 0.84-1.01 | 0.94 | .267 | 0.84-1.05 | 0.90 | .192 | 0.78-1.05 | |
| Smoking (>2 cigarettes/day) |
0.71** | <.001 | 0.65-0.76 | 0.74** | <.001 | 0.67-0.82 | 0.67** | <.001 | 0.59-0.75 | |
| Alcohol (>2 beers/day) | 1.04 | .203 | 0.97-1.13 | 1.02 | .681 | 0.92-1.14 | 1.08 | .151 | 0.97-1.20 | |
| 3. Almost always | Sex | 1.15** | <.001 | 1.09-1.22 | na | |||||
| Age group | 1.10* | .02 | 1.02-1.20 | 1.20** | .001 | 1.08-1.34 | 0.99 | .861 | 0.87-1.12 | |
| Level of studies | 1.14** | <.001 | 1.09-1.20 | 1.23** | <.001 | 1.16-1.33 | 1.07* | .050 | 1.00-1.14 | |
| BMI | 0.53** | <.001 | 0.49-0.57 | 0.55** | <.001 | 0.50-0.60 | 0.51** | <.001 | 0.45-0.57 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 0.87** | <.001 | 0.83-0.91 | 0.85** | <.001 | 0.80-0.91 | 0.90** | .005 | 0.83-0.97 | |
| SUM of psychiatrist’ visits | 0.91* | .046 | 0.82-0.99 | 0.92 | .180 | 0.81-1.04 | 0.89 | .143 | 0.76-1.04 | |
| Smoking (>2 cigarettes/day) |
0.59** | <.001 | 0.47-0.57 | 0.54** | <.001 | 0.47-0.61 | 0.50** | <.001 | 0.43-0.57 | |
| Alcohol (> 2 beers/day) | 1.07 | .09 | 0.99-1.15 | 1.12* | .045 | 1.00-1.25 | 1.03 | .565 | 0.93-1.15 | |
| Variables /Statistics | Total | Women | Men | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PA type 2frequency | Factors | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) |
| 1 - Almost never – a baseline | ||||||||||
| 2. Sometimes | Sex | 0.74** | <.001 | 0.68-0.81 | na | |||||
| Age group | 1.02 | .730 | 0.91-1.14 | 1.02 | .756 | 0.89-1.17 | 1.04 | .741 | 0.84-1.29 | |
| Level of studies | 1.09* | .038 | 1.02-1.17 | 1.13** | <.001 | 1.03-1.23 | 1.03 | .581 | 0.92-1.16 | |
| BMI | 0.72** | <.001 | 0.65-0.79 | 0.69** | <.001 | 0.61-0.78 | 0.80* | .021 | 1.02-1.06 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 1.00 | .790 | 0.94-1.08 | 0.99 | .826 | 0.91-1.08 | 1.05 | .454 | 0.92-1.19 | |
| SUM of psychiatrist’ visits | 1.16* | .021 | 1.02-1.31 | 1.14 | .087 | 0.98-1.32 | 1.25 | .071 | 0.98-1.60 | |
| Smoking (>2 cigarettes/day) |
0.76 | .052 | 0.66-0.87 | 0.82* | .015 | 0.70-0.96 | 0.63** | .001 | 0.48-0.82 | |
| Consumption of alcohol (>2 beers/ day) | 0.99 | .983 | 0.89-1.12 | 1.03 | .706 | 0.90-1.18 | 0.95 | .586 | 0.92-1.14 | |
| 3. Almost always | Sex | 0.72** | <.001 | 0.64-0.81 | na | |||||
| Age group | 1.44** | <.001 | 1.23-1.69 | 1.52** | <.001 | 1.26-1.83 | 1.15 | .341 | 0.86-1.55 | |
| Level of studies | 1.18** | .001 | 1.07-1.30 | 1.12* | .053 | 1.00-1.27 | 1.32** | .001 | 1.12-1.55 | |
| BMI | 0.54* | .041 | 0.47-0.63 | 0.58** | <.001 | 0.49-0.69 | 0.44** | <.001 | 0.33-0.59 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 1.01 | .914 | 0.91-1.11 | 1.01 | .864 | 0.90-1.13 | 1.02 | .809 | 0.85-1.23 | |
| SUM of psychiatrist’ visits | 1.19 | .053 | 1-1.42 | 1.19 | .091 | 0.97-1.46 | 1.16 | .404 | 0.82-1.65 | |
| Smoking (>2 cigarettes/day)* | 0.71** | .001 | 0.58-0.86 | 0.74* | .010 | 0.59-0.93 | 0.62* | .015 | 0.42-0.91 | |
| Consumption of alcohol (>2 beers/ day)* | 1.14 | .070 | 0.99-1.32 | 1.19 | .053 | 1.00-1.42 | 1.07 | .589 | 0.84-1.37 | |
| Variables /Statistics | Total | Women | Men | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| PA type 3frequency | Factors | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) | RRR | p-value | CI (95%) |
| 1 - Almost never – a baseline | ||||||||||
| 2. Sometimes | Sex | 1.10** | <.001 | 1.05-1.16 | na | |||||
| Age group | 1.20** | <.001 | 1.11-1.30 | 1.26** | <.001 | 1.14-1.39 | 1.10 | .115 | 0.97-1.25 | |
| Level of studies | 1.09** | <.001 | 1.05-1.15 | 1.10** | .002 | 1.04-1.18 | 1.09* | .010 | 1.02-1.17 | |
| BMI | 0.76** | <.001 | 0.71-0.81 | 0.75** | <.001 | 0.69-0.81 | 0.77** | <.001 | 0.68-0.85 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 0.89** | <.001 | 0.84-0.93 | 0.87** | <.001 | 0.82-0.92 | 0.90** | .009 | 0.84-0.97 | |
| SUM of psychiatrist’ visits | 0.88** | <.001 | 0.81-0.96 | 0.90 | .056 | 0.81-1.00 | 0.90* | .012 | 0.84-0.97 | |
| Smoking (> 2 cigarettes/per day) | 0.76** | <.001 | 0.71-0.82 | 0.79** | <.001 | 0.71-0.87 | 0.72** | <.001 | 0.64-0.80 | |
| Alcohol (>2 beers/day) | 1.06 | .113 | 0.99-1.14 | 1.06 | .255 | 0.96-1.17 | 1.05 | .299 | 0.95-1.17 | |
| 3. Almost always | Sex | 1.38** | <.001 | 1.31-1.47 | na | |||||
| Age group | 1.47** | <.001 | 1.35-1.60 | 1.55** | <.001 | 1.40-1.73 | 1.34** | <.001 | 1.17-1.53 | |
| Level of studies | 1.13** | <.001 | 1.07-1.19 | 1.13** | .001 | 1.05-1.22 | 1.12** | .001 | 0.97-1.11 | |
| BMI | 0.53** | <.001 | 0.49-0.57 | 0.54** | <.001 | 0.49-0.59 | 0.50** | <.001 | 0.44-0.56 | |
| SUM of doctors’ visits (all doctors except psychiatrists) | 0.80** | <.001 | 0.76-0.85 | 0.80** | <.001 | 0.75-0.86 | 0.81** | <.001 | 0.75-0.87 | |
| SUM of psychiatrist’ visits | 0.81** | <.001 | 0.73-0.90 | 0.80** | .001 | 0.70-0.91 | 0.91* | .028 | 0.84-0.99 | |
| Smoking (>2 cigarettes/day) |
0.63** | <.001 | 0.57-0.69 | 0.69** | <.001 | 0.61-0.78 | 0.78** | <.001 | 0.68-0.89 | |
| Alcohol (>2 beers/day) | 1.03 | .486 | 0.95-1.11 | 1.00 | .985 | 0.89-1.12 | 1.05 | .348 | 0.94-1.17 | |
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