Table 3. Percentage (95% CIs) of records classified as missed matches compared with reference standard following deterministic and probabilistic data linkage.
Records from 1998 to 2003 (n = 99,220) |
Records from 2004 to 2009 (n = 128,666) |
Records from 2010 to 2015 (n = 189,373) |
||||
---|---|---|---|---|---|---|
Deterministic | Probabilistic | Deterministic | Probabilistic | Deterministic | Probabilistic | |
Links | 58,768 | 62,941 | 100,282 | 101,086 | 153,226 | 153,547 |
Specificity % | 0.985 | 0.981 | 0.987 | 0.996 | 0.998 | 0.997 |
Sensitivity % | 0.914 | 0.976 | 0.993 | 0.994 | 0.997 | 0.999 |
Missed match % | 8.6 (8.4, 8.8) | 2.4 (2.2, 2.5) | 1.3 (1.2, 1.3) | 0.4 (0.4, 0.5) | 0.4 (0.3, 0.4) | 0.1 (0.1, 0.1) |
Age | ||||||
0–3 | 12.1 (11.8, 12.5) | 3.2 (3.1, 3.4) | 1.4 (1.3, 1.4) | 0.4 (0.3, 0.4) | 0.2 (0.2, 0.3) | 0.0 (0.0, 0.1) |
4–7 | 3.8 (3.4, 4.1) | 1.3 (1.1, 1.5) | 1.7 (1.5, 2.0) | 0.8 (0.6, 1.0) | 0.4 (0.3, 0.5) | 0.2 (0.1, 0.2) |
8–11 | 2.2 (1.9, 2.4) | 0.6 (0.4, 0.7) | 1.7 (1.5, 2.0) | 0.7 (0.5, 0.9) | 0.3 (0.2, 0.4) | 0.1 (0.0, 0.1) |
12–15 | 0.7 (0.5, 0.8) | 0.2 (0.1, 0.3) | 0.8 (0.7, 1.0) | 0.5 (0.4, 0.6) | ||
16–19 | 0.6 (0.5, 0.7) | 0.1 (0.0, 0.2) | 0.6 (0.5, 0.7) | 0.3 (0.2, 0.3) | ||
20–23 | 0.2 (0.2, 0.3) | 0.1 (0.0, 0.1) | ||||
Sex | ||||||
Missing | 100.0 (all missed) | 21.0 (14.6, 26.5) | 100.0 (all missed) | 40.0 (9.6, 58.3) | 100.0 (all missed) | 16.7 (1.8, 21.9) |
Male | 8.6 (8.3, 9.0) | 2.4 (2.3, 2.6) | 1.3 (1.2, 1.4) | 0.4 (0.3, 0.5) | 0.3 (0.3, 0.3) | 0.1 (0.1, 0.1) |
Female | 8.2 (7.9, 8.5) | 2.2 (2.1, 2.4) | 1.3 (1.2, 1.4) | 0.4 (0.4, 0.5) | 0.4 (0.3, 0.4) | 0.1 (0.1, 0.2) |
Ethnic group | ||||||
Missing | 10.4 (10.1, 10.8) | 2.7 (2.6, 2.9) | 2.2 (2.0, 2.4) | 0.6 (0.5, 0.7) | 0.9 (0.7, 1.0) | 0.2 (0.1, 0.3) |
White | 6.8 (6.5, 7.1) | 2.0 (1.8, 2.1) | 1.0 (0.9, 1.0) | 0.4 (0.3, 0.4) | 0.3 (0.2, 0.3) | 0.1 (0.1, 0.1) |
Mixed | 3.7 (0.1, 4.4) | 0.9 (-0.9, 1.8) | 1.0 (0.6, 1.3) | 0.3 (0.1, 0.4) | 0.2 (0.1, 0.3) | 0.2 (0.1, 0.3) |
Asian | 7.0 (6.0, 8.0) | 2.2 (1.6, 2.6) | 1.0 (0.8, 1.2) | 0.3 (0.2, 0.4) | 0.6 (0.4, 0.7) | 0.2 (0.1, 0.2) |
Black | 7.0 (5.5, 8.3) | 2.3 (1.4, 2.9) | 1.4 (1.0, 1.7) | 0.4 (0.2, 0.6) | 0.4 (0.2, 0.5) | 0.1 (0.0, 0.2) |
Chinese/Other | 11.7 (10.1, 13.2) | 2.7 (1.8, 3.3) | 4.4 (3.5, 5.3) | 0.6 (0.3, 0.9) | 0.9 (0.6, 1.1) | 0.1 (0.0, 0.2) |
Socio-economic group | ||||||
Missing | 26.4 (25.2, 27.6) | 4.3 (3.8, 4.9) | 1.7 (1.5, 1.8) | 0.5 (0.4, 0.6) | 0.2 (0.1, 0.2) | 0.1 (0.0, 0.1) |
Low deprivation | 7.1 (6.8, 7.3) | 2.2 (2.1, 2.4) | 1.0 (0.9, 1.1) | 0.4 (0.3, 0.4) | 0.3 (0.2, 0.3) | 0.1 (0.1, 0.1) |
High deprivation | 6.8 (6.4, 7.1) | 2.2 (2.0, 2.4) | 1.1 (1.0, 1.3) | 0.5 (0.4, 0.5) | 0.3 (0.2, 0.3) | 0.2 (0.1, 0.2) |
Foreign | 69.4 (61.2, 78.1) | 66.3 (59.8, 73.1) | 1.5 (-0.2, 3.2) | 31.6 (27.7, 35.4) | 0.8 (0.0, 0.9) | |
No fixed abode | 8.7 (2.0, 12.0) | 0.0 (none missed) |
Note. Number of records in each category shown in Table 6