Table 3: Sensitivity, specificity, and predictive values for claims-based administrative ICD code combinations to identify sleep disorders (includes any ICD code identifying a sleep disorder).
Administrative datadiagnosis definition | Timing of ICD code appearance | |||||||||||
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2 y prior to ID | 1 y prior to ID | 2 y prior and 1 y post ID | ||||||||||
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Sn | Sp | PPV | NPV | Sn | Sp | PPV | NPV | Sn | Sp | PPV | NPV | |
1 PC | 36.0 | 71.6 | 90.4 | 13.1 | 33.3 | 73.0 | 90.2 | 12.9 | 79.2 | 28.4 | 89.1 | 15.6 |
1 DAD | 1.7 | 98.6 | 90.0 | 11.9 | 1.4 | 98.6 | 88.2 | 11.9 | 2.3 | 98.6 | 92.3 | 12.0 |
1 PC or 1 DAD | 36.6 | 71.2 | 89.3 | 14.5 | 34.0 | 71.8 | 88.8 | 14.1 | 79.7 | 28.8 | 88.1 | 17.7 |
2 PC or 1 DAD | 15.3 | 85.9 | 87.8 | 13.3 | 13.1 | 90.4 | 90.0 | 13.6 | 43.0 | 66.7 | 89.5 | 15.1 |
3 PC or 1 DAD | 8.6 | 92.3 | 88.1 | 13.3 | 6.2 | 94.2 | 87.7 | 13.2 | 23.8 | 82.1 | 89.7 | 14.0 |
1 NACRS | 12.7 | 90.8 | 91.1 | 12.3 | 7.9 | 96.5 | 90.8 | 12.4 | 85.4 | 20.6 | 88.8 | 15.9 |
2 NACRS | 8.2 | 95.7 | 93.5 | 12.3 | 7.9 | 96.5 | 94.3 | 12.4 | 71.9 | 54.6 | 92.1 | 20.8 |
3 NACRS | 4.6 | 99.3 | 98.0 | 12.3 | 4.4 | 99.3 | 97.9 | 12.3 | 45.6 | 89.4 | 97.0 | 18.2 |
1 PC or 1 NACRS | 38.3 | 68.8 | 90.1 | 13.1 | 35.7 | 70.5 | 88.9 | 14.2 | 90.8 | 15.6 | 88.9 | 18.6 |
1 PC or 1 NACRS or 1 DAD | 38.9 | 68.9 | 89.1 | 14.5 | 36.3 | 69.2 | 88.6 | 14.1 | 91.0 | 15.4 | 87.7 | 20.5 |