From: Correlates of physical activity behavior in adults: a data mining approach
Categorical and ordinal factors in the decision tree model | Missing values (n) | SED (min/day) | LPA (min/day) | MVPA (min/day) | |||
---|---|---|---|---|---|---|---|
B (95% CI) | p | B (95% CI) | p | B (95% CI) | p | ||
Urban-rural areas (rural area) | 10 | −20.9 (−40.3, −1.4) | 0.35 | 21.7 (5.3, 38.2) | 0.009** | 0.2 (−4.7, 5.1) | 0.921 |
Unable to work due to diseases/injuries (no problems/no diseases or I can carry out my work, but it causes me symptoms) | 209 | 6 (−1, 13.1) | 0.093 | −1.4 (−7, 4.1) | 0.618 | 4.4 (1.8, 7.1) | 0.001** |
Frequency of physical activity through gardening (2–3 times a month or more) | 207 | −20.6 (−27.3, −14) | < 0.001** | 14.4 (9.1, 19.6) | < 0.001** | 1.4 (−1, 3.9) | 0.254 |
Occupational group (workers, farmers, service, sales and care staff) | 261 | −46.7 (−52, − 41.3) | < 0.001** | 41.1 (36.9, 45.4) | < 0.001** | 3.5 (1.4, 5.6) | 0.001** |
Difficulty of a 2-km run without breaks (without difficulty or with some difficulty) | 211 | −22.9 (− 28.7, − 17.1) | < 0.001** | 8.9 (4.3, 13.5) | < 0.001** | 14.2 (12.1, 16.4) | < 0.001** |
Basic education (less than 9 years of comprehensive school or comprehensive school) | 206 | −17.9 (− 23.6, − 12.2) | < 0.001** | 19.9 (15.5, 24.4) | < 0.001** | −2.1 (− 4.2, 0.1) | 0.051 |
Sleeping problems (no problems or minor problems) | 186 | −20.6 (−30.3, − 10.9) | < 0.001** | 14.6 (6.9, 22.2) | < 0.001** | 5.3 (7.71, 8.9) | 0.004** |
Frequency of exercise through walking (2–3 times a month or more) | 195 | −16.9 (−24.7, −9.2) | < 0.001** | −3.89 (− 2.2, 10) | .214 | 9.4 (6.5, 12.3) | < 0.001** |
Total amount of sleep (Sufficient or somewhat sufficient) | 268 | −10.1 (− 19.9, −0.4) | 0.041* | −0.6 (−8.3, 7.2) | 0.88 | 2.5 (− 1.1, 6.2) | 0.176 |
Difficulty of a 5-km run without breaks (without difficulty or with some difficulty) | 201 | −24.2 (− 29.8, − 18.7) | < 0.001** | 8.3 (3.8, 12.7) | < 0.001** | 16.1 (14, 18.1) | < 0.001** |
Enjoyment of daily activities (often or fairly often) | 205 | −10.4 (− 17.5, − 3.3) | 0.004** | 6.8 (1.2, 12.4) | 0.017* | 3.8 (1.1, 6.4) | 0.005** |
Signs and symptoms such as pain, ache, nausea, itching, etc. (no signs and symptoms or minor signs and symptoms) | 195 | −18.7 (−29.3, − 8) | 0.001** | 15 (6.5, 23.4) | 0.001** | 9.3 (5.3, 13.3) | < 0.001** |
Frequency of exercise through swimming (2–3 times a month or more) | 212 | −1.5 (−8.6, 5.5) | 0.668 | 2.3 (−3.2, 8) | 0.404 | 3.6 (0.9. 6.2) | 0.008** |
Considered retirement before the retirement age (have not or have sometimes) | 213 | 3.5 (−5.1, 12.3) | 0.424 | 2.3 (−4.6, 9.2) | 0.510 | 3.4 (0.1, 6.7) | 0.044* |