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. Author manuscript; available in PMC: 2018 Nov 5.
Published in final edited form as: J Innov Health Inform. 2017 Jun 30;24(2):891. doi: 10.14236/jhi.v24i2.891

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