| Literature DB >> 35565051 |
Ángel Denche-Zamorano1, María Mendoza-Muñoz2,3, Jorge Carlos-Vivas4, Laura Muñoz-Bermejo5, Jorge Rojo-Ramos5, Raquel Pastor-Cisneros4, Frano Giakoni-Ramírez6, Andrés Godoy-Cumillaf7, Sabina Barrios-Fernandez5.
Abstract
One-third of the Spanish population over 15 years of age did not achieve a reasonable amount of physical activity (PA) before the COVID-19 pandemic. We aim to analyse the associations between the PA level (PAL) and self-perceived health (SPH) in the Spanish population aged 15-69 years during the pre-pandemic period. A cross-sectional study was conducted using the Spanish National Health Survey 2017 (ENSE 2017) data, with 17,777 participants. We carried out a descriptive analysis, analysed intergroup differences with non-parametric statistical tests, and calculated the Odds Ratio (OR) and Relative Risk (RR) of having a negative SPH according to PAL. In addition, correlations between PAL and SPH were studied, finding associations between them (p < 0.001). Thus, performing moderate and intense PA was related to better SPH than just walking or inactive. Weak and moderate correlations were found between PAL and SPH (p < 0.001). We also found high ORs and RRs of negative SPH as PAL decreased. Moderate and intense PA were related to positive SPH, while the risk of negative perception in inactive people was higher.Entities:
Keywords: health; health surveys; physical activity; sedentary behaviour; self-perceived health
Mesh:
Year: 2022 PMID: 35565051 PMCID: PMC9104406 DOI: 10.3390/ijerph19095656
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Sample exclusion criteria.
Socio-demographic characteristics, self-perceived health, and the level of physical activity in the Spanish population through the ENSE 2017.
| Ages (Years) | Total = 17,777 | Men = 8529 | Women = 9248 |
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|---|---|---|---|---|
| Median (IQR) | 47 (21) | 47 (21) | 47 (21) | 0.295 |
| Mean (SD) | 45.8 (14.1) | 45.7 (14.1) | 46.0 (14.1) | |
| Age Group (years) | Total | Men | Women |
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| 15–34 | 3894 (21.9) | 1864 (21.9) | 2030 (22.0) | 0.260 |
| 35–49 | 6195 (34.8) | 3007 (35.3) | 3188 (34.5) | |
| 50–64 | 5977 (33.6) | 2874 (33.7) | 3103 (33.6) | |
| 65–69 | 1711 (9.6) | 784 (9.2) | 927 (10.0) | |
| Self-perceived health | Total = 17,777 | Men = 8529 | Women = 9248 | |
| Very bad | 263 (1.5) | 97 (1.1) | 166 (1.8) b | <0.001 |
| Bad | 896 (5.0) | 392 (4.6) | 504 (5.4) b | |
| Fair | 3462 (19.5) | 1457 (17.1) | 2005 (21.7) b | |
| Good | 9252 (52.0) | 4584 (53.7) | 4668 (50.5) b | |
| Very good | 3904 (22.0) | 1999 (23.4) | 1905 (20.6) b | |
| PAL | Total = 17,717 | Men = 8489 | Women = 9228 | |
| Inactive | 2533 (14.3) | 1175 (13.8) | 1358 (14.7) | <0.001 |
| Walkers | 8067 (45.5) | 3390 (39.9) | 4667 (50.7)) b | |
| Low | 2433 (13.7) | 1120 (13.2) | 1313 (14.2) b | |
| Medium | 2456 (13.9) | 1341 (15.8) | 1115 (12.1) b | |
| High | 1472 (8.3) | 954 (11.2) | 518 (5.6) b | |
| Very high | 756 (4.3) | 509 (6.0) | 247 (2.7) b |
IQR: Interquartile range; n: participants; %: percentage; Physical Activity Index (PAI) only considers intense and moderate physical activity. Scores between 0 and 67.5; Inactive: PAI = 0; reports not walking at least one day a week for more than 10 min at a time; Walkers PAI = 0; reports walking at least one day a week for more than 10 min at a time; Low: PAI = 1–15; Medium: PAI = 16–30; High: PAI = 31–45; Very high: PAI > 45; p: p-value from Mann–Whitney U test; p *: p-value from Chi-square test; b Significant differences between the proportions of each level, according to sex in the z-test for independent ratios (p < 0.05).
Association between physical activity level and age group in the Spanish population through the ENSE 2017.
| PAL | 15–34 Years | 35–49 Years | 50–64 Years | 65–69 Years |
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|---|---|---|---|---|---|
| Inactive ( | 472 (12.2) | 935 (15.1) | 878 (14.7) | 248 (14.5) | <0.001 |
| Walkers ( | 1385 (35.8) | 2565 (41.5) | 3124 (52.5) | 993 (58.0) | |
| Low ( | 572 (14.8) | 970 (15.7) | 696 (11.7) | 195 (11.4) | |
| Medium ( | 637 (16.4) | 881 (14.3) | 743 (12.5) | 195 (11.4) | |
| High ( | 560 (14.5) | 554 (9.0) | 306 (5.1) | 52 (3.0) | |
| Very high ( | 247 (6.4) | 272 (4.4) | 209 (3.5) | 28 (1.6) | |
| Total ( | 3873 | 6177 | 5956 | 1711 |
n: participants; %: percentage; absolute and relative frequency data shown for individuals in age groups for each level of physical activity; PAI: Physical Activity Index; Inactive: PAI = 0; reports not walking at least one day a week for more than 10 min at a time; Walkers PAI = 0; reports walking at least one day a week for more than 10 min at a time; Low: PAI = 1–15; Medium: PAI = 16–30; High: PAI = 31–45; Very high: PAI > 45; p: p-value from Chi-square test.
Associations between the level of physical activity and self-perceived health in the Spanish population through the ENSE 2017.
| Self-Perceived Health: General Population | ||||||
|---|---|---|---|---|---|---|
| PAL | Very bad | Bad | Fair | Good | Very Good |
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| Inactive ( | 120 (4.7) | 275 (10.9) | 603 (23.8) | 1202 (45.5) | 333 (13.1) | <0.001 |
| Walkers ( | 110 (1.4) | 460 (5.7) | 1861 (23.1) | 4257 (52.8) | 1379 (17.1) | |
| Low ( | 11 (0.5) | 80 (3.3) | 399 (16.4) | 1353 (55.6) | 590 (24.2) | |
| Medium ( | 12 (0.5) | 44 (1.8) | 363 (14.8) | 1340 (54.6) | 697 (28.4) | |
| High ( | 6 (0.4) | 19 (1.3) | 148 (10.1) | 719 (48.8) | 580 (39.4) | |
| Very high ( | 4 (0.5) | 17 (2.2) | 78 (10.3) | 353 (46.7) | 304 (40.2) | |
| TOTAL ( | 263 | 895 | 3452 | 9224 | 3883 | |
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| Inactive ( | 71 (5.2) | 152 (11.2) | 360 (26.5) | 599 (44.1) | 176 (13.0) | <0.001 |
| Walkers ( | 80 (1.7) | 258 (5.5) | 1112 (23.8) | 2402 (51.4) | 825 (17.6) | |
| Low ( | 7 (0.5) | 57 (4.3) | 248 (18.9) | 699 (53.2) | 302 (23.0) | |
| Medium ( | 3 (0.3) | 23 (2.1) | 180 (16.1) | 596 (53.5) | 313 (28.1) | |
| High ( | 4 (0.8) | 5 (1.0) | 62 (12.0) | 257 (49.6) | 190 (36.7) | |
| Very high ( | 1 (0.4) | 9 (3.6) | 38 (15.4) | 107 (43.3) | 92 (37.2) | |
| TOTAL ( | 166 | 504 | 2000 | 4660 | 1898 | |
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| Inactive ( | 49 (4.2) | 123 (10.5) | 243 (20.7) | 603 (51.3) | 157 (13.4) | <0.001 |
| Walkers ( | 30 (0.9) | 202 (6.0) | 749 (22.1) | 1855 (54.7) | 554 (16.3) | |
| Low ( | 4 (0.4) | 23 (2.1) | 151 (13.5) | 654 (58.4) | 288 (25.7) | |
| Medium ( | 9 (0.7) | 21 (1.6) | 183 (13.6) | 744 (55.5) | 384 (28.6) | |
| High ( | 2 (0.2) | 14 (1.5) | 86 (9.0) | 462 (48.4) | 390 (40.9) | |
| Very high ( | 3 (0.6) | 8 (1.6) | 40 (7.9) | 246 (48.3) | 212 (41.7) | |
| TOTAL ( | 97 | 391 | 1452 | 4564 | 1985 | |
n: participants; %: percentage; absolute and relative frequency data shown for individuals in age groups for each level of physical activity; PAI: Physical Activity Index; Inactive: PAI = 0; reports not walking at least one day a week for more than 10 min at a time; Walkers PAI = 0; reports walking at least one day a week for more than 10 min at a time; Low: PAI = 1–15; Medium: PAI = 16–30; High: PAI = 31–45; Very high: PAI > 45; p: p-value from Chi-square test.
Figure 2Associations between the level of physical activity and self-perceived health by age groups in the Spanish population through the ENSE 2017.
Probability and relative risk of perceiving health as very poor, poor, or fair, according to the physical activity level in the Spanish population through the ENSE 2017.
| Self-Perceived Health: Very Bad | ||||||
|---|---|---|---|---|---|---|
| PAL | OR | CI 95% | RR | CI 95% |
| |
| Inactives | Walkers | 3.60 | 2.77–4.68 | 3.48 | 2.69–4.48 | <0.001 |
| Low | 10.95 | 5.89–20.35 | 10.48 | 5.67–19.38 | <0.001 | |
| Medium | 10.13 | 5.58–18.38 | 9.70 | 5.37–17.51 | <0.001 | |
| High | 12.15 | 5.34–27.66 | 11.62 | 5.13–26.32 | <0.001 | |
| Very high | 9.35 | 3.44–25.40 | 8.95 | 3.32–24.17 | <0.001 | |
| Walkers | Low | 3.04 | 1.64–5.67 | 3.02 | 1.63–5.60 | <0.001 |
| Medium | 2.82 | 1.55–5.12 | 2.79 | 1.54–5.06 | <0.001 | |
| High | 3.38 | 1.48–7.70 | 3.35 | 1.47–7.60 | <0.005 | |
| Very high | 2.60 | 0.96–7.07 | 2.58 | 0.95–6.97 | 0.052 | |
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| Inactives | Walkers | 2.01 | 1.72–2.36 | 1.90 | 1.65–2.20 | <0.001 |
| Low | 3.58 | 2.78–4.63 | 3.30 | 2.59–4.21 | <0.001 | |
| Medium | 6.68 | 4.83–9.23 | 6.06 | 4.43–8.29 | <0.001 | |
| High | 9.31 | 5.82–14.90 | 8.41 | 5.31–13.33 | <0.001 | |
| Very high | 5.30 | 3.22–8.70 | 4.83 | 2.98–7.83 | <0.001 | |
| Walkers | Low | 1.78 | 1.40–2.27 | 1.73 | 1.37–2.19 | <0.001 |
| Medium | 3.32 | 2.43–4.53 | 3.18 | 2.34–4.32 | <0.001 | |
| High | 4.62 | 2.91–7.34 | 4.42 | 2.80–6.97 | <0.001 | |
| Very high | 2.63 | 1.61–4.29 | 2.54 | 1.57–4.09 | <0.001 | |
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| Inactives | Walkers | 1.04 | 0.94–1.16 | 1.03 | 0.95–1.12 | 0.444 |
| Low | 1.59 | 1.38–1.83 | 1.45 | 1.30–1.63 | <0.001 | |
| Medium | 1.80 | 1.56–2.08 | 1.61 | 1.43–1.81 | <0.001 | |
| High | 2.80 | 2.31–3.39 | 2.37 | 2.00–2.80 | <0.001 | |
| Very high | 2.72 | 2.11–3.49 | 2.31 | 1.85–2.88 | <0.001 | |
| Walkers | Low | 1.53 | 1.36–1.72 | 1.41 | 1.28–1.55 | <0.001 |
| Medium | 1.73 | 1.53–1.96 | 1.56 | 1.41–1.73 | <0.001 | |
| High | 2.68 | 2.25–3.20 | 2.29 | 1.96–2.69 | <0.001 | |
| Very high | 2.61 | 2.05–3.31 | 2.24 | 1.81–2.77 | <0.001 | |
OR: Odd ratio; CI95%: Confidence Interval; RR: Relative risk; p: p-valor from Chi-square; PAI: Physical Activity Index; Inactive: PAI = 0; reports not walking at least one day a week for more than 10 min at a time; Walkers PAI = 0; reports walking at least one day a week for more than 10 min at a time; Low: PAI = 1–15; Medium: PAI = 16–30; High: PAI = 31–45; Very high: PAI > 45; p: p-value from Chi-square test.
Associations between the physical activity level, age, and self-perceived health in the Spanish population through the ENSE 2017.
| PAL | ||||||
|---|---|---|---|---|---|---|
| Variables | Total | Men | Women | |||
| rho |
| rho |
| rho |
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| Age | −0.161 | <0.001 | −0.229 | <0.001 | −0.092 | <0.001 |
| SPH | 0.244 | <0.001 | 0.269 | <0.001 | 0.210 | <0.001 |
PAL: physical activity level; SPH: self-perceived health; Rho: Spearman’s correlation coefficient with Bonferroni correction factor (p = 0.01).