Table 2.
N (%) with at least one occupation retrieved by structured field/text mining extractions | OR (95% CI) | aOR† (95% CI) | aOR‡ (95% CI) | |
Age | ||||
16–29 | 41 653 (49.48) | Reference | Reference | Reference |
30–49 | 68 422 (55.53) | 1.27 (1.25 to 1.30) | 1.56 (1.53 to 1.59) | 1.72 (1.68 to 1.75) |
50–69 | 49 289 (61.70) | 1.65 (1.61 to 1.68) | 1.98 (1.93 to 2.02) | 2.19 (2.14 to 2.25) |
70–89 | 27 175 (61.97) | 1.66 (1.63 to 1.70) | 1.71 (1.67 to 1.76) | 1.60 (1.54 to 1.65) |
90+ | 7077 (66.82) | 2.06 (1.97 to 2.15) | 2.14 (2.04 to 2.24) | 2.00 (1.89 to 2.11) |
Gender | ||||
Male | 96 141 (57.75) | Reference | Reference | Reference |
Female | 97 443 (55.68) | 0.92 (0.91 to 0.93) | 0.88 (0.87 to 0.90) | 0.87 (0.85 to 0.88) |
Other/not known | 32 (13.73) | 0.12 (0.08 to 0.17) | 0.10 (0.07 to 0.15) | 0.16 (0.10 to 0.24) |
Ethnicity | ||||
White British | 91 575 (67.19) | Reference | Reference | Reference |
Irish | 4303 (74.04) | 1.39 (1.31 to 1.48) | 1.24 (1.17 to 1.33) | 1.23 (1.15 to 1.31) |
Black Caribbean | 24 753 (72.32) | 1.28 (1.24 to 1.31) | 0.99 (0.96 to 1.02) | 1.06 (1.03 to 1.09) |
Black African | 11 341 (72.45) | 1.28 (1.24 to 1.33) | 1.07 (1.03 to 1.11) | 1.12 (1.07 to 1.17) |
Indian | 2876 (66.19) | 0.96 (0.90 to 1.02) | 0.91 (0.85 to 0.97) | 0.91 (0.85 to 0.98) |
Pakistani | 1185 (63.98) | 0.87 (0.79 to 0.95) | 0.81 (0.73 to 0.90) | 0.82 (0.74 to 0.91) |
Bangladeshi | 719 (66.08) | 0.95 (0.84 to 1.08) | 0.90 (0.78 to 1.03) | 0.94 (0.82 to 1.08) |
Chinese | 690 (61.39) | 0.78 (0.69 to 0.88) | 0.73 (0.65 to 0.84) | 0.81 (0.71 to 0.92) |
Other Asian | 3543 (64.42) | 0.88 (0.84 to 0.94) | 0.82 (0.78 to 0.87) | 0.85 (0.80 to 0.91) |
Other ethnic group | 11 768 (59.89) | 0.73 (0.71 to 0.75) | 0.77 (0.75 to 0.80) | 0.75 (0.72 to 0.77) |
Other white | 14 610 (66.18) | 0.96 (0.93 to 0.98) | 0.94 (0.91 to 0.97) | 0.97 (0.94 to 1.00) |
Mixed race | 1197 (63.70) | 0.86 (0.78 to 0.94) | 0.68 (0.61 to 0.75) | 0.78 (0.70 to 0.87) |
Not known | 25 056 (27.17) | 0.18 (0.18 to 0.19) | 0.31 (0.31 to 0.32) | 0.50 (0.49 to 0.51) |
Marital status | ||||
Married/civil partnership/cohabiting | 31 037 (66.58) | Reference | Reference | Reference |
Divorced/separated/civil partnership dissolved | 13 346 (77.10) | 1.69 (1.62 to 1.76) | 1.47 (1.40 to 1.53) | 1.41 (1.35 to 1.47) |
Widowed | 11 309 (71.77) | 1.28 (1.23 to 1.33) | 1.05 (1.00 to 1.09) | 1.05 (1.01 to 1.10) |
Single | 98 841 (70.04) | 1.17 (1.15 to 1.20) | 1.02 (1.00 to 1.05) | 1.24 (1.21 to 1.27) |
Not known | 39 083 (32.32) | 0.24 (0.23 to 0.25) | 0.33 (0.32 to 0.33) | 0.49 (0.47 to 0.50) |
Local quartiles of neighbourhood deprivation | ||||
Least deprived | 48 155 (60.54) | Reference | Reference | |
3rd quartile | 47 583 (59.44) | 0.96 (0.94 to 0.97) | 0.97 (0.95 to 0.99) | 0.96 (0.94 to 0.99) |
2nd quartile | 45 842 (57.47) | 0.88 (0.86 to 0.90) | 0.94 (0.91 to 0.96) | 0.93 (0.91 to 0.95) |
Most deprived | 41 800 (52.36) | 0.72 (0.70 to 0.73) | 0.89 (0.87 to 0.91) | 0.88 (0.86 to 0.90) |
Address not known | 10 236 (45.42) | 0.54 (0.53 to 0.56) | 0.70 (0.67 to 0.72) | 0.77 (0.74 to 0.80) |
Diagnosis | ||||
F30–F39: mood (affective) disorders | 27 057 (71.59) | Reference | Reference | Reference |
F00–F09: organic, including symptomatic, mental disorders | 20 269 (68.01) | 0.84 (0.82 to 0.87) | 0.91 (0.88 to 0.94) | 0.71 (0.68 to 0.74) |
F10–F19: mental and behavioural disorders due to psychoactive substance misuse | 18 150 (65.12) | 0.74 (0.72 to 0.77) | 0.71 (0.68 to 0.73) | 0.47 (0.45 to 0.49) |
F20–F29: schizophrenia, schizotypal and delusional disorders | 14 645 (80.23) | 1.61 (1.54 to 1.68) | 0.87 (0.83 to 0.91) | 0.78 (0.74 to 0.82) |
F40–F49: neurotic, stress-related and somatoform disorders | 19 920 (62.32) | 0.66 (0.64 to 0.68) | 0.75 (0.72 to 0.77) | 0.76 (0.73 to 0.79) |
F50–F59: behavioural syndromes associated with physiological disturbances and physical factors | 5287 (57.68) | 0.54 (0.52 to 0.57) | 0.65 (0.62 to 0.68) | 0.68 (0.64 to 0.72) |
F60–F69: disorders of adult personality and behaviour | 4739 (71.75) | 1.01 (0.95 to 1.07) | 0.68 (0.64 to 0.73) | 0.77 (0.72 to 0.82) |
F70–F79: mental retardation | 2277 (83.35) | 1.99 (1.79 to 2.20) | 1.81 (1.63 to 2.03) | 1.69 (1.51 to 1.90) |
F80–F89: disorders of psychological development | 4377 (74.78) | 1.16 (1.09 to 1.24) | 1.22 (1.14 to 1.30) | 1.78 (1.66 to 1.92) |
F90–F98: behavioural and emotional disorders with onset usually occurring in childhood and adolescence | 8754 (72.78) | 1.06 (1.01 to 1.11) | 1.25 (1.19 to 1.32) | 1.84 (1.74 to 1.93) |
Other diagnosis | 43 787 (52.22) | 0.43 (0.42 to 0.45) | (0.68 to 0.72) | 0.76 (0.73 to 0.78) |
Not known | 24 354 (32.14) | 0.19 (0.18 to 0.19) | 0.44 (0.43 to 0.45) | 0.66 (0.64 to 0.68) |
Quartiles of ‘events’ entered into the health record | ||||
No events | 12 012 (23.70) | Reference | Reference | Reference |
Least events | 35 009 (40.32) | 2.17 (2.12 to 2.23) | 2.18 (2.13 to 2.23) | 1.75 (1.70 to 1.79) |
2nd quartile | 34 368 (54.72) | 3.89 (3.79 to 3.99) | 3.89 (3.79 to 3.99) | 2.79 (2.71 to 2.87) |
3rd quartile | 49 237 (71.59) | 8.11 (7.90 to 8.33) | 8.06 (7.85 to 8.28) | 5.01 (4.86 to 5.16) |
Most events | 62 990 (86.70) | 20.98 (20.37 to 21.60) | 18.89 (18.29 to 19.50) | 9.77 (9.43 to 10.1) |
Inpatient bed-days | ||||
No inpatient admissions | 167 213 (53.75) | Reference | Reference | Reference |
Low (1–2) | 1408 (82.97) | 4.19 (3.69 to 4.76) | 1.87 (1.64 to 2.14) | 1.68 (1.47 to 1.93) |
Moderate (3–31) | 8714 (82.31) | 4 (3.81 to 4.21) | 1.06 (1.00 to 1.11) | 1.01 (0.95 to 1.07) |
High (32+) | 16 281 (88.79) | 6.81 (6.51 to 7.14) | 1.57 (1.49 to 1.66) | 1.32 (1.25 to 1.39) |
*All variables listed in this table had a strong association with the outcome variable (p<0.0001), assessed by likelihood ratio tests.
†Adjusted for service contact variables (number of events and inpatient bed-days).
‡Adjusted for all other variables in the table.
aOR, adjusted OR.