Table 4.
Years of data | Algorithm | Hospital separations | Physician claims | Drug records | Sensitivity | Specificity | Positive predictive value | Negative predictive value | Kappa | Area under Receiver operating curve |
---|---|---|---|---|---|---|---|---|---|---|
1 (2016) N = 888 |
1 | 1 or more | 1 or more | 0.24 (0.16–0.33) | 0.99 (0.98–1) | 0.74 (0.59–0.9) | 0.92 (0.9–0.94) | 0.33 (0.23–0.44) | 0.62 | |
2 | 1 or more | 2 or more | 0.18 (0.1–0.26) | 0.99 (0.99–1) | 0.77 (0.6–0.95) | 0.91 (0.89–0.93) | 0.26 (0.16–0.37) | 0.59 | ||
3 | 1 or more | 1 or more | 1 or more | 0.51 (0.41–0.61) | 0.98 (0.97–0.99) | 0.74 (0.63–0.85) | 0.94 (0.93–0.96) | 0.57 (0.47–0.66) | 0.74 | |
4 | 1 or more | 2 or more | 1 or more | 0.49 (0.39–0.59) | 0.98 (0.97–0.99) | 0.75 (0.65––0.86) | 0.94 (0.93–0.96) | 0.56 (0.46–0.65) | 0.74 | |
5 | 1 or more | 1 or more | 2 or more | 0.44 (0.34–0.54) | 0.98 (0.97–0.99) | 0.73 (0.62–0.85) | 0.94 (0.92–0.95) | 0.51 (0.41–0.61) | 0.71 | |
6 | 1 or more | 2 or more | 2 or more | 0.38 (0.28–0.48) | 0.98 (0.97–0.99) | 0.73 (0.61–0.86) | 0.93 (0.91–0.95) | 0.46 (0.36–0.57) | 0.68 | |
2 2015/16 N = 2821 |
7 | 1 or more | 1 or more | 0.24 (0.17–0.3) | 0.99 (0.99–1) | 0.7 (0.58–0.82) | 0.96 (0.95–0.96) | 0.34 (0.26–0.42) | 0.62 | |
8 | 1 or more | 2 or more | 0.19 (0.13–0.25) | 1 (0.99–1) | 0.72 (0.59–0.85) | 0.95 (0.94–0.96) | 0.28 (0.2–0.36) | 0.59 | ||
9 | 1 or more | 1 or more | 1 or more | 0.42 (0.35–0.5) | 0.99 (0.98–0.99) | 0.69 (0.6–0.78) | 0.97 (0.96–0.97) | 0.5 (0.43–0.58) | 0.71 | |
10 | 1 or more | 2 or more | 1 or more | 0.39 (0.32–0.47) | 0.99 (0.99–0.99) | 0.7 (0.61–0.8) | 0.96 (0.96–0.97) | 0.48 (0.41–0.56) | 0.69 | |
11 | 1 or more | 1 or more | 2 or more | 0.37 (0.29–0.44) | 0.99 (0.99–0.99) | 0.7 (0.6–0.79) | 0.96 (0.96–0.97) | 0.46 (0.38–0.54) | 0.68 | |
12 | 1 or more | 2 or more | 2 or more | 0.34 (0.26–0.41) | 0.99 (0.99–1) | 0.71 (0.61–0.82) | 0.96 (0.95–0.97) | 0.44 (0.36–0.52) | 0.66 | |
3 14/15/16 N = 4331 |
13 | 1 or more | 1 or more | 0.22 (0.17–0.28) | 0.99 (0.99–1) | 0.65 (0.55–0.75) | 0.96 (0.95––0.96) | 0.31 (0.25–0.38) | 0.61 | |
14 | 1 or more | 2 or more | 0.19 (0.14–0.24) | 1 (0.99–1) | 0.7 (0.59–0.81) | 0.95 (0.95–0.96) | 0.28 (0.22–0.35) | 0.59 | ||
15 | 1 or more | 1 or more | 1 or more | 0.39 (0.33–0.45) | 0.99 (0.98–0.99) | 0.66 (0.58–0.74) | 0.96 (0.96–0.97) | 0.47 (0.41–0.53) | 0.69 | |
16 | 1 or more | 2 or more | 1 or more | 0.37 (0.3–0.43) | 0.99 (0.99–0.99) | 0.69 (0.61–0.77) | 0.96 (0.96–0.97) | 0.46 (0.39–0.52) | 0.68 | |
17 | 1 or more | 1 or more | 2 or more | 0.33 (0.27–0.39) | 0.99 (0.99–0.99) | 0.65 (0.56–0.73) | 0.96 (0.96–0.97) | 0.42 (0.35–0.48) | 0.66 |