Research Article
The Prioritization of Clinical Risk Factors of Obstructive Sleep Apnea Severity Using Fuzzy Analytic Hierarchy Process
Table 17
Normalized weight vector of each clinical risk factor, its ranking in OSA, and sensitivity/specificity with 95% CI of each severity group.
| Criteria | Factors | Normalized weight vector | Ranking | Sensitivity% (95% CI) | Specificity% (95% CI) |
| Severe OSA | Witnessed snoring and apnea (A19) | 0.326 | 1 | 92.32 89.62–94.51 | Symptoms at nighttime awakening (A16) | 0.245 | 2 | Body built (A15) | 0.129 | 3 | Sleep maintenance (A18) | 0.116 | 4 | 91.76 88.82–94.13 | Epworth Sleepiness Scale (7/8) (A14) | 0.103 | 5 | Underlying diseases and personal variables (A17) | 0.08 | 6 |
| Moderate OSA | Witnessed snoring and apnea plus awakening due to chest discomfort (A12) | 0.481 | 1 | 89.52 84.57–93.32 | Decreased mental and physical performance (A10) | 0.291 | 2 | Epworth Sleepiness Scale (6/8) (A9) | 0.214 | 3 | 88.18 85.51–90.52 | Underlying diseases and surreal dream (A13) | 0.013 | 4 | Related personal variables (A11) | 0 | 5 |
| Mild OSA | Choking and witnessed snoring (A8) | 0.233 | 1 | 91.08 85.49–95.04 | Risk variables and work (A7) | 0.203 | 2 | Epworth Sleepiness Scale (3/8) (A5) | 0.194 | 3 | 84.58 81.65–87.21 | Causes of nighttime awakening (A4) | 0.193 | 4 | Lung diseases and sleep-wake pattern (A6) | 0.177 | 5 |
| No OSA | Symptoms during sleep (A2) | 0.476 | 1 | 96.49 87.89–99.57 | Epworth Sleepiness Scale (2/8) and related variables (A1) | 0.397 | 2 | Underlying diseases and sleep posture (A3) | 0.127 | 3 | 81.23 78.31–83.92 |
|
|