Table 4. Physical activity intensity thresholds according to current physical activity guidelines and from this study (based on overall sample and stratified by sex, age, BMI and physical fitness variables).
Intensity thresholds | Sensitivity (%) (95%CI) | Specificity (%) (95%CI) | AUC (95%CI) | |
---|---|---|---|---|
Current guidelines | ||||
Moderate | 3.0 | 100 (98.8–100) | 78.8 (75.3–82.0) | 0.89 (0.88–0.91) |
Vigorous | 6.0 | 83.1 (76.9–88.1) | 92.1 (89.9–94.0) | 0.88 (0.85–0.91) |
Overall sample | ||||
Moderate | 4.9 | 92.4 (88.8–95.1) | 91.5 (88.9–93.6) | 0.92 (0.90–0.94) |
Vigorous | 6.8 | 77.2 (70.6–83.0) | 96.0 (94.3–97.3) | 0.87 (0.84–0.90) |
Sex | ||||
Male | ||||
Moderate | 5.6 | 85.8 (78.7–91.2) | 96.8 (94.4–98.4) | 0.91 (0.88–0.94) |
Vigorous | 7.2 | 98.7 (92.9–100) | 93.8 (91.0–96.0) | 0.96 (0.97–0.98) |
Female | ||||
Moderate | 3.8 | 96.4 (92.4–98.7) | 97.5 (94.6–99.1) | 0.97 (0.95–0.99) |
Vigorous | 5.5 | 84.1 (76.0–90.3) | 90.2 (86.2–93.3) | 0.87 (0.83–0.91) |
Age | ||||
20–39 years | ||||
Moderate | 4.9 | 92.9 (88.5–96.0) | 91.9 (88.8–94.4) | 0.92 (0.90–0.95) |
Vigorous | 6.6 | 84.3 (76.7–90.1) | 95.6 (93.4–97.3) | 0.90 (0.87–0.93) |
40–60 years | ||||
Moderate | 4.6 | 94.6 (87.8–98.2) | 90.0 (84.8–93.9) | 0.92 (0.89–0.95) |
Vigorous | 5.6 | 80.6 (68.6–89.6) | 92.7 (88.5–95.8) | 0.87 (0.81–0.92) |
BMI | ||||
Normal | ||||
Moderate | 5.0 | 93.0 (87.9–96.5) | 91.1 (87.2–94.1) | 0.92 (0.90–0.95) |
Vigorous | 7.0 | 80.8 (71.7–88.0) | 96.3 (93.7–98.0) | 0.89 (0.85–0.93) |
Overweight/obesity | ||||
Moderate | 5.0 | 86.9 (80.3–91.9) | 94.2 (90.9–96.6) | 0.91 (0.88–0.94) |
Vigorous | 6.4 | 74.4 (64.2–83.1) | 96.0 (93.4–97.8) | 0.85 (0.81–0.90) |
Physical fitness | ||||
Low | ||||
Moderate | 4.0 | 96.3 (92.6–98.5) | 94.0 (90.7–96.4) | 0.95 (0.93–0.97) |
Vigorous | 6.4 | 70.4 (61.6–78.2) | 99.2 (97.6–99.8) | 0.84 (0.80–0.88) |
High | ||||
Moderate | 6.2 | 92.9 (86.4–96.9) | 99.0 (97.0–99.8) | 0.96 (0.93–0.98) |
Vigorous | 8.2 | 92.2 (82.7–97.4) | 95.8 (93.1–97.7) | 0.94 (0.91–0.98) |
Relative intensity thresholds based on percentage of maximal oxygen uptake (light, <46%; moderate, 46–63.9%; vigorous, ≥64%) were used as criterion measure.