| Literature DB >> 35885804 |
Jiyoun Kim1, Jinho Park2, Wi-Young So3.
Abstract
This study aimed to investigate the relationship between vitamin D levels and physical activity in adolescents using data from the Korea National Health and Nutrition Survey (KNHANES). The serum vitamin D concentrations were measured between 2008 and 2014 and analyzed. Adolescents aged 13 to 18 years comprised 4527 of the 61,370 participants surveyed. A final dataset including 2811 adolescents was obtained after those with missing data were excluded. Those who did not participate or only participated in 1-3 days of intense physical activity (p < 0.001), moderate physical activity (p = 0.002), and muscular exercise (weight training) (p < 0.001) showed a higher level of vitamin D deficiency than those who performed the same activities 4-7 days per week. Our results showed that most of the adolescents (76%) were vitamin D-deficient, and the risk was higher among high school than middle school students (odds ratio (OR) = 1.70, 95% confidence interval (CI) = 1.40-2.06; p < 0.001) and higher in girls than boys (OR = 1.43, 95% CI = 1.18-1.72; p < 0.001). Reduced participation in physical activity was correlated with vitamin D deficiency. Furthermore, vitamin D deficiency was associated with a lower frequency of participation in all forms of physical activity, and the association increased significantly with an increase in body mass index.Entities:
Keywords: KNHANES; adolescents; physical activity; vitamin D deficiency
Year: 2022 PMID: 35885804 PMCID: PMC9320294 DOI: 10.3390/healthcare10071277
Source DB: PubMed Journal: Healthcare (Basel) ISSN: 2227-9032
Figure 1Flowchart of adolescents’ selection from the Korea National Health and Nutrition Examination Survey database.
Baseline characteristics of the study sample.
| Characteristics | Total | With Vitamin D Deficiency | Without Vitamin D Deficiency | Cramer V |
| ||
|---|---|---|---|---|---|---|---|
| Variable | Category | ||||||
| Age | Middle | 1632 (58.1) | 1242 (76.1) | 390 (23.9) | 0.001 | 216.730 | <0.001 *** |
| High | 1179 (41.9) | 955 (84.4) | 184 (15.6) | ||||
| Sex | Male | 1484 (52.8) | 1141 (76.9) | 343 (23.1) | 0.001 | 144.418 | <0.001 *** |
| Female | 1327 (47.2) | 1096 (82.6) | 231 (17.4) | ||||
| Intense physical activity | Never | 1089 (38.7) | 906 (83.2) | 183 (16.8) | 0.016 | 0.508 | <0.001 *** |
| 1–3 days | 1113 (39.6) | 869 (78.1) | 244 (21.9) | ||||
| 4–7 days | 609 (21.7) | 462 (75.9) | 147 (24.1) | ||||
| Moderate physical activity | Never | 1297 (46.1) | 1061 (81.8) | 236 (18.2) | 0.005 | 1.553 | 0.002 ** |
| 1–3 days | 1040 (37.0) | 819 (78.8) | 221 (21.3) | ||||
| 4–7 days | 474 (16.9) | 357 (75.3) | 117 (24.7) | ||||
| Walking days | Never | 138 (4.9) | 116 (84.1) | 22 (15.9) | 0.002 | 13.742 | 0.423 |
| 1–3 days | 435 (15.5) | 343 (78.9) | 92 (21.1) | ||||
| 4–7 days | 2238 (79.6) | 1778 (79.4) | 460 (20.6) | ||||
| Muscular exercise days | Never | 1633 (58.1) | 1351 (82.7) | 282 (17.3) | 0.001 | 4.856 | <0.001 *** |
| 1–3 days | 815 (29.0) | 605 (74.2) | 210 (25.8) | ||||
| 4–7 days | 363 (12.9) | 281 (77.4) | 82 (22.6) | ||||
| Body mass index | Normal | 1331 (47.3) | 1058 (79.5) | 273 (20.5) | 0.026 | 9.539 | 0.057 |
| Underweight | 838 (29.8) | 650 (77.6) | 188 (22.4) | ||||
| Overweight | 304 (10.8) | 240 (78.9) | 64 (21.1) | ||||
| Obesity | 338 (12.0) | 289 (85.5) | 49 (14.5) | ||||
| Nutritional education | Yes | 485 (17.3) | 372 (76.7) | 113 (23.3) | 0.072 | 9.042 | 0.097 |
| No | 2326 (82.7) | 1865 (80.2) | 461 (19.8) | ||||
| Diet | Yes | 340 (12.1) | 275 (80.9) | 65 (19.1) | 0.589 | 1.559 | 0.525 |
| No | 2471 (87.9) | 1962 (79.4) | 509 (20.6) | ||||
Data are presented as n (%). ** p < 0.01, *** p < 0.001; tested using the chi-square.
Odds ratio (95% confidence interval) for vitamin D level and baseline variables.
| Characteristics | Odds Ratio (95% Confidence Interval) | ||
|---|---|---|---|
| Variable | Category | ||
| Age | Middle | Reference | |
| High | 1.70 (1.40–2.06) | <0.001 *** | |
| Sex | Male | Reference | |
| Female | 1.43 (1.18–1.72) | <0.001 *** | |
| Intense physical activity | 4–7 day | Reference | |
| 1–3 day | 1.13 (0.90–1.43) | 0.294 | |
| Never | 1.56 (1.23–2.01) | <0.001 *** | |
| Moderate physical activity | 4–7 day | Reference | |
| 1–3 day | 1.22 (0.94–1.60) | 0.137 | |
| Never | 1.47 (1.15–1.90) | 0.003 ** | |
| Walking days | 4–7 day | Reference | |
| 1–3 day | 0.97 (0.75–1.24) | 0.779 | |
| Never | 1.36 (0.86–2.18) | 0.193 | |
| Muscular exercise days | 4–7 day | Reference | |
| 1–3 day | 0.84 (0.63–1.13) | 0.244 | |
| Never | 1.40 (1.06–1.85) | 0.018 * | |
| Body mass index | Normal | Reference | |
| Underweight | 0.89 (0.72–1.10) | 0.286 | |
| Overweight | 0.97 (0.71–1,31) | 0.833 | |
| Obesity | 1.52 (1.09–2.12) | 0.013 * | |
| Nutritional education | Yes | Reference | |
| No | 1.23 (0.97–1.55) | 0.084 | |
| Diet status | Yes | Reference | |
| No | 0.91 (0.68–1.21) | 0.525 | |
* p < 0.05, ** p < 0.01, *** p < 0.001; tested using logistic regression analysis.
Odds ratio (95% confidence interval) of physical activity and vitamin D deficiency risk.
| Characteristics | Model 1 | Model 2 | Model 3 | ||||
|---|---|---|---|---|---|---|---|
| Variable | Category | OR | OR | OR | |||
| Intense physical activity | 4–7 day | Reference | Reference | Reference | |||
| 1–3 day | 1.13 (0.90–1.43) | 0.294 | 1.10 (0.87–1.40) | 0.422 | 1.10 (0.863–1.40) | 0.445 | |
| Never | 1.56 (1.23–2.01) | <0.001 *** | 1.42 (1.10–1.83) | 0.007 ** | 1.40 (1.09–1.81) | 0.010 ** | |
| <0.001 *** | 0.004 ** | 0.005 ** | |||||
| Moderate physical activity | 4–7 day | Reference | Reference | Reference | |||
| 1–3 day | 1.22 (0.94–1.60) | 0.137 | 1.22 (0.94–1.58) | 0.143 | 1.21 (0.93–1.57) | 0.153 | |
| Never | 1.47 (1.15–1.90) | 0.003 ** | 1.39 (1.07–1.80) | 0.013 * | 1.37 (1.06–1.78) | 0.017 * | |
| 0.002 ** | 0.009 ** | 0.012 * | |||||
| Walkingdays | 4–7 day | Reference | Reference | Reference | |||
| 1–3 day | 0.97 (0.75–1.24) | 0.779 | 0.92 (0.71–1.19) | 0.525 | 0.92 (0.71–1.19) | 0.524 | |
| Never | 1.36 (0.86–2.18) | 0.193 | 1.38 (0.86–2.20) | 0.184 | 1.36 (0.85–2.17) | 0.204 | |
| 0.423 | 0.562 | 0.599 | |||||
| Muscular exercise | 4–7 day | Reference | Reference | Reference | |||
| 1–3 day | 0.84 (0.63–1.13) | 0.244 | 0.86 (0.64–1.16) | 0.331 | 0.86 (0.64–1.16) | 0.313 | |
| Never | 1.40 (1.06–1.85) | 0.018 * | 1.33 (0.99–1.78) | 0.056 | 1.31 (0.98–1.75) | 0.072 | |
| <0.001 *** | <0.001 *** | <0.001 *** | |||||
OR, odds ratio; CI, confidence interval; * p < 0.05, ** p < 0.01, *** p < 0.001; tested using multiple logistic regression analysis. Model 1: adjusted for regular exercise (never, <1–3 days, and <4–7 days per week). Model 2: further adjusted for age (middle: 13–15 years and high: 16–18 years), sex, and obesity (BMI < 18.5 kg/m2, 18.5–22.9 kg/m2, 23–24.9 kg/m2, and ≥25 kg/m2). Model 3: further adjusted for nutritional factors (education and dietary regimen, yes or no).