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Intellectual disability co-occurring with schizophrenia and other psychiatric illness: population-based study

Published online by Cambridge University Press:  02 January 2018

Vera A. Morgan*
Affiliation:
Neuropsychiatric Epidemiology Research Unit, School of Psychiatry and Clinical Neurosciences, The University of Western Australia
Helen Leonard
Affiliation:
Telethon Institute for Child Health Research, Centre for Child Health Research, The University of Western Australia
Jenny Bourke
Affiliation:
Telethon Institute for Child Health Research, Centre for Child Health Research, The University of Western Australia
Assen Jablensky
Affiliation:
Neuropsychiatric Epidemiology Research Unit and Centre for Clinical Research in Neuropsychiatry, School of Psychiatry and Clinical Neurosciences, The University of Western Australia, Perth, Australia
*
Vera A. Morgan, The University of Western Australia School of Psychiatry and Clinical Neurosciences, Level 3 Medical Research Foundation Building, Rear 50 Murray Street, Perth, Western Australia, Australia 6000. Email: [email protected]
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Abstract

Background

The epidemiology of intellectual disability co-occurring with schizophrenia and other psychiatric illness is poorly understood. The separation of mental health from intellectual disability services has led to a serious underestimation of the prevalence of dual diagnosis, with clinicians ill-equipped to treat affected individuals.

Aims

To estimate the prevalence of dual diagnosis and describe its clinical profile.

Method

The Western Australian population-based psychiatric and intellectual disability registers were cross-linked (total n=245 749).

Results

Overall, 31.7% of people with an intellectual disability had a psychiatric disorder; 1.8% of people with a psychiatric illness had an intellectual disability. Schizophrenia, but not bipolar disorder and unipolar depression, was greatly overrepresented among individuals with a dual diagnosis: depending on birth cohort, 3.7–5.2% of those with intellectual disability had co-occurring schizophrenia. Pervasive developmental disorder was identified through the Intellectual Disability Register and is therefore limited to individuals with intellectual impairment. None the less, pervasive developmental disorder was more common among people with a dual diagnosis than among individuals with intellectual disability alone. Down syndrome was much less prevalent among individuals with a dual diagnosis despite being the most predominant cause of intellectual disability. Individuals with a dual diagnosis had higher mortality rates and were more disabled than those with psychiatric illness alone.

Conclusions

The facility to combine records across administrative jurisdictions has enhanced our understanding of the epidemiology of dual diagnosis, its clinical manifestations and aetiological implications. In particular, our results are suggestive of a common pathogenesis in intellectual disability co-occurring with schizophrenia.

Type
Papers
Copyright
Copyright © Royal College of Psychiatrists, 2008 

Intellectual disability (overlapping terms: intellectual handicap, mental retardation, developmental disability and learning disability) covers a variety of clinical presentations, syndromes and underlying pathologies. Reference Leonard and Wen1 Its overall population prevalence is estimated to be approximately 1.0%, but may vary depending on the age structure of the population under investigation owing to differential mortality rates and under-ascertainment in adult populations. Reference Harris2 Australian data put the lifetime prevalence for adults aged 15–64 years at 1.3%, Reference White, Chant, Edwards, Townsend and Waghorn3 while in Western Australia it has been estimated at 14 per 1000 live births. Reference Leonard, Petterson, Bower and Sanders4 Most studies have found that the risk of psychiatric disorder is increased among people with intellectual disability, although the reported prevalence varies greatly due to methodological and nosological problems which affect the reliability of estimates; these include the criteria used to assign intellectual disability status and level and to ascertain psychiatric morbidity, as well as issues of sample size, source, age and bias. Reference Turner5Reference Cooper, Smiley, Morrison, Williamson and Allan7 Of underlying significance is the fact that the identification of mental illness in individuals with intellectual disability is difficult. Reference Turner5 As a result, the epidemiology of intellectual disability co-occurring with psychiatric illness remains poorly understood. Reference Cooper and Bailey8 Some specific associations have been reported. In particular, there appears to be an elevated lifetime risk of schizophrenia among individuals with intellectual disability. In 1938, Penrose reported that 3.8% of 1280 individuals with intellectual disability had schizophrenia and 1.9% had affective psychoses; Reference Penrose9 current estimates still put the risk of schizophrenia in intellectually disabled populations at around 3%, Reference Turner5,Reference Hemmings10 compared with a lifetime population risk of around 1%.

The current work presents a population-based approach to the study of co-occurring intellectual disability and psychiatric illness – ‘dual diagnosis’ in its original rather than its more recently acquired meaning of psychiatric illness and comorbid drug and alcohol misuse. Reference White, Chant, Edwards, Townsend and Waghorn3 This study has linked two population-based registers maintained in separate administrative health jurisdictions in Western Australia (current population 2.1 million), namely the Mental Health Information System and the Intellectual Disability Register in order to:

  1. (a) estimate the prevalence of psychiatric disorders among people with intellectual disability and, conversely, the prevalence of intellectual disability among people with a psychiatric disorder

  2. (b) describe the disability and service utilisation profile of people with a dual diagnosis.

Method

The Intellectual Disability Register was established in 1953. As registration is necessary for receipt of services, coverage of the register is good, rising with age. It is estimated to cover over 75% of Western Australian cases, with under-ascertainment most likely to affect borderline cases. At the time of data linkage, it included 11 576 individuals who met eligibility criteria based on American Association on Mental Retardation criteria 11 including a full-scale IQ score greater than or equal to 2 standard deviations below the population mean in combination with limitations in adaptive behaviours and skills. IQ up to 74 may be included in cases of severe limitations in adaptive behaviours and skills. Level of intellectual handicap is recorded as borderline (IQ 70–74), mild (IQ 50–55 to 69), moderate (IQ 35–40 to 50–54), severe (IQ 20–25 to 35–39), profound (IQ <20–25) or unspecified. The register uses the Heber system to classify the type of intellectual disability. Reference Heber12 As this system is quite old, three of the authors (V.M., H.L. and J.B.) rearranged the Heber codes into groups that were more consistent with current classification systems. These groups indicate the likely aetiological basis of the intellectual disability, based broadly on categories developed by Yeargin-Allsopp. Reference Yeargin-Allsopp, Murphy, Cordero, Decouflé and Hollowell13 They include: genetic (X-linked, other chromosomal, other), metabolic, teratogenic (congenital infections, chemical agents), central nervous system defect, other birth defect, neonatal/post-neonatal, perinatal and multifactorial causes; associated conditions were also recorded. There is also a field on the register for recording psychiatric comorbidities. The Mental Health Information System is a psychiatric case register that records all in-patient and ambulatory care contacts with public mental health services since 1966, as well as admissions to private hospitals, but not services provided by general practitioners and private psychiatrists; Reference Jablensky, Morgan, Zubrick, Bower and Yellachich14 at the time of linkage it included records for 236 973 persons who met the study criteria (outlined below). As the register uses different versions of the ICD classification system ranging from ICD–8 to ICD–10–AM, depending on year of diagnosis, an algorithm was written by the first author to translate all diagnoses into their ICD–9 equivalents. 15

Individual records on the two registers were linked using probabilistic data matching strategies; the methodology used to link records across Western Australian health registers, and its validation, have been published. Reference Kelman, Bass and Holman16 Two diagnostic categories have potential overlap across the two registers. The category pervasive developmental disorder was determined using Heber data on the Intellectual Disability Register only. This conservative approach ensured better uniformity by including only those cases with co-occurring intellectual disability. The vast majority (89%) of cases of pervasive developmental disorder in the dual-diagnosis group had an ICD–9 diagnosis on the psychiatric register other than childhood psychosis. A person on the Intellectual Disability Register with problem behaviours was not counted as having conduct disorder unless this was recorded on the psychiatric register.

To be selected into the intellectual disability arm of the study, a person had to meet American Association on Mental Retardation criteria. For this study, this was extended to include borderline level of intellectual disability with IQ scores of 70–74; some 12% (n=1607) of all individuals with an intellectual disability were classified as borderline. Individuals on the psychiatric case register with an ICD diagnosis of mental retardation were also classified as intellectually disabled. The criterion for selection into the psychiatric arm of the study was having at least one ICD–9 Chapter 5 (mental disorder) diagnosis. People on the psychiatric register with a diagnosis of mental retardation only were retained as intellectually disabled but not included as having a co-occurring psychiatric illness. If a person had psychiatric comorbidity recorded on the Intellectual Disability Register but no ICD–9 diagnosis on the psychiatric case register they were coded as having a psychiatric illness not otherwise specified. As an individual on the psychiatric case register could have multiple psychiatric diagnoses assigned over time, we selected the last diagnosis recorded on the register as the project diagnosis for that person. The main diagnostic categories used in analysis were: schizophrenia (ICD–9 295), bipolar disorder (ICD–9 296.0 and 296.2–5), and unipolar (major) depression (ICD–9 296.1, 296.6, 296.8 and 296.9), as well as an aggregated category, any non-organic psychosis that combines ICD–9 295–298 including major depression. Dual diagnosis cases were those with both intellectual disability and a psychiatric illness as defined above.

For the purposes of this study, individuals were identified as having a pervasive developmental disorder (autism, Asperger syndrome, Rett syndrome or unspecified) on the basis of such diagnoses being recorded on the Intellectual Disability Register alone. Thus, all identified cases of pervasive developmental disorder had IQs within the intellectual disability range. These individuals were only counted as having a dual diagnosis if they also had an ICD–9 diagnosis of mental illness. Although there was some potential overlap with the ICD–9 code 299 (childhood psychosis) on the psychiatric register, the vast majority (89%) of individuals with pervasive developmental disorder on the Intellectual Disability Register had a diagnosis of mental illness other than childhood psychosis. Likewise, individuals were identified as having problem behaviours only if they had problem behaviours recorded on the Intellectual Disability Register. Thus, all cases of problem behaviour also had IQs within the intellectual disability range. These individuals were only counted as having a dual diagnosis if they also had an ICD–9 diagnosis of mental illness.

Because cross-linkage of registers identified both duplication of individuals across registers as well as additional cases of intellectual disability, psychiatric disorder or dual diagnosis, the final research database of 245 749 persons is not simply the sum of the combined categories on the individual registers.

Data validation

Data on the Intellectual Disability Register have been comprehensively cleaned for people born 1983 onwards. Reference Leonard, Petterson, Bower and Sanders4 Manual checks of clinical files were undertaken for older records if level of intellectual disability or Heber diagnosis was missing. Currently, 84% of cases of intellectual disability with a genetic basis are cytogenetically assessed: 12% of these have been assessed in more recent years only. Validation of the psychiatric case register was undertaken independently of this study. Reference Jablensky, Morgan, Zubrick, Bower and Yellachich14

Analysis of the data

Several analyses used whole-of-population data. Others were restricted to two birth cohorts: individuals born 1950–64 and 1965–79. The use of two birth cohorts allowed for a more comprehensive assessment of the impact of period effects, such as changing diagnostic or service trends, on the data. Cohort years were selected to maximise the probability of cohort members passing through the most critical risk period for onset of psychosis (late adolescence to early adulthood), while minimising reliance on older data collections and classifications on the Intellectual Disability Register. At the time of data extraction (February 2003), the age range for the older birth cohort was 38–52 years and, for the younger birth cohort, 23–37 years. Calculation of incidence rate ratios and their confidence intervals was based on Rothman & Greenland. Reference Rothman and Greenland17 All other analyses used SPSS 14.0 including chi-squared analyses, logistic regression to calculate odds ratios, and survival analysis to estimate confidence intervals for median age at first contact with services. Significance levels were set at P<0.05; Bonferroni correction was not applied given the exploratory and descriptive nature of the paper.

Results

The study database combined records from both registers and consisted of 245 749 individuals: 232 454 with a record of psychiatric illness only, 9074 with intellectual disability only, and 4221 with co-occurring psychiatric illness and intellectual disability. Of the individuals with intellectual disability, 31.7% had a psychiatric disorder and 1.8% of individuals with a psychiatric illness had intellectual disability. Analysis by birth cohort produced figures similar to the full data-set, albeit increasing over time. Had we relied on the Intellectual Disability Register alone, only 12.3% of people with intellectual disability would have been identified as having psychiatric morbidity (1428 out of 11 576 persons), and had we relied on the psychiatric case register alone, only 1.0% (2288 of the 235 692 individuals with psychiatric illness, excluding 1281 people with intellectual disability alone) would have been identified as also having intellectual disability (Table 1).

Table 1 Post-and pre-linkage distribution of intellectual disability, psychiatric illness and dual diagnosis for whole-of-population data and by birth cohort

Post-linkage Pre-linkage
Whole of population 1950–1964 birth cohort 1965–1979 birth cohort Intellectual disability register (unlinked) Psychiatric case register (unlinked)
n n as % of 13 295 cases with ID n as % of 236 675 cases with PI n n as % of 3225 cases with ID n as % of 57 988 cases with PI n n as % of 3339 cases with ID n as % of 50 992 cases with PI n % n %
Dual diagnosis 4221 31.7 1.8 1036 32.1 1.8 1184 35.5 2.3 1428 12.3 2288 1.0
Intellectual disability only 9074 68.3 2189 67.9 2155 64.5 10 148 87.7 1281 0.5
Psychiatric illness only 232 454 98.2 56 952 98.2 49 808 97.7 233 404 98.5
Total % 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0
Total n 245 749 60 177 53 147 11 576 236 973

ID, intellectual disability; PI, psychiatric illness

To assess the impact of the inclusion of borderline intellectual disability, and to allow comparison with studies in which it is not included, the analysis was repeated without these cases. The percentage of individuals with a psychiatric illness among those with intellectually disability rose very marginally to 32.0% for the full database, and the percentage of those with an intellectual disability among individuals with a psychiatric illness fell slightly to 1.6%.

The distribution of selected psychiatric disorders among people with intellectual disability, and the distribution of intellectual disability among people with selected psychiatric disorders are shown in Table 2.

Table 2 Dual diagnosis as a percentage of total number of individuals with specified psychiatric illness and any intellectual disability for whole-of-population and by birth cohort

Whole of population 1950–1964 birth cohort 1965–1979 birth cohort
Dual diagnosis n Specified PI n Dual diagnosis as % of specified PI Dual diagnosis with specified PI as % of all ID n=13 295 Dual diagnosis n Specified PI n Dual diagnosis as % of specified PI Dual diagnosis with specified PI as % of all ID n=3225 Dual diagnosis n Specified PI n Dual diagnosis as % of specified PI Dual diagnosis with specified PI as % of all ID n=3339
Schizophrenia 485 11 520 4.2 3.6 167 3190 5.2 5.2 125 2767 4.5 3.7
Bipolar disorder 112 8556 1.3 0.8 38 2686 1.4 1.2 32 1831 1.7 1.0
Unipolar depression 95 15 000 0.6 0.7 30 4359 0.7 0.9 29 3880 0.7 0.9
Psychosis (lifetime) 1115 60 206 1.9 8.4 358 15 772 2.3 11.1 347 13 722 2.5 10.4
Any psychiatric illness 4221 236 675 1.8 31.7 1036 57 988 1.8 32.1 1184 50 992 2.3 35.5

ID, intellectual disability; PI, psychiatric illness

Dual diagnosis compared with intellectual disability alone

Intellectual disability profiles of people with a dual diagnosis were compared with those for people with an intellectual disability and no co-occurring psychiatric illness. Level of handicap was differentially distributed depending on dual diagnosis status. Individuals with a dual diagnosis were significantly more likely to have IQ levels in the borderline and mild ranges (64.3% of those with a dual diagnosis compared with 53.6% of those with intellectual disability alone) and less likely to be severely or profoundly affected (9.2% compared with 18.3%).

Individuals with a dual diagnosis had a different presumed aetiological basis to their intellectual disability compared with people with intellectual disability alone. In those with a dual diagnosis it was significantly less likely to be attributed to a genetic cause (odds ratio (OR)=0.4, 95% CI 0.3–0.5 for both birth cohorts). In particular, Down syndrome was much less prevalent in those with dual diagnosis (OR=0.1, 95% CI 0.1–0.2 for both birth cohorts). For Down syndrome with co-occurring psychiatric illness, the most frequent disorder was ‘psychiatric disturbance’ to which no specific diagnosis was attached. Notably, in the whole-of-population data for Down syndrome there were only four individuals with a record of psychotic illness, including one with schizophrenia. On the other hand, pervasive developmental disorder (autism, Asperger or Rett syndrome, or unspecified) was significantly more frequent in the dual-diagnosis group than in the intellectually-disabled group (OR=5.9, 95% CI 2.6–13.3 for the 1950–64 birth cohort; OR=3.7, 95% CI 2.1–6.7 for the 1965–79 birth cohort), and a sizeable proportion of this dual-diagnosis group (43.3% of the 1950–64 cohort and 21.6% of the 1965–79 cohort) had had a lifetime-ever diagnosis of psychosis recorded. The aetiological attribution of intellectual disability is tabulated by dual diagnosis status in Table 3.

Table 3 Aetiological attributions of intellectual disability (ID) in individuals with a dual diagnosis compared with those with intellectual disability only, for whole-of-population and by birth cohort a

Whole of population 1950–1964 birth cohort 1965–1979 birth cohort
Dual diagnosis ID only Dual diagnosis ID only Dual diagnosis ID only
n (%) n (%) n (%) n (%) n (%) n (%)
Aetiological factors
   Chromosomal: Down syndrome 97 2.3 1285 14.2 18 1.7 270 12.3 23 1.9 327 15.2
   Chromosomal: sex-chromosome linked 86 2.0 182 2.0 15 1.4 38 1.7 37 3.1 65 3.0
   Chromosomal: other specified autosomal 35 0.8 138 1.5 5 0.5 8 0.4 6 0.5 32 1.5
   Genetic: other or not specified 155 3.7 520 5.7 22 2.1 93 4.2 53 4.5 164 7.6
   Metabolic disorders 48 1.1 149 1.6 16 1.5 42 1.9 18 1.5 45 2.1
   Teratogenic 67 1.6 191 2.1 13 1.3 44 2.0 27 2.3 48 2.2
   Central nervous system defect 84 2.0 326 3.6 15 1.4 56 2.6 27 2.3 90 4.2
   Other birth defect 13 0.3 34 0.4 5 0.5 12 0.5 3 0.3 6 0.3
Other predisposing factors
   Maternal medical condition 79 1.9 167 1.8 20 1.9 58 2.6 26 2.2 50 2.3
   Intra-uterine growth related 81 1.9 219 2.4 16 1.5 32 1.5 29 2.4 68 3.2
   Labour/delivery complications 64 1.5 217 2.4 27 2.6 106 4.8 16 1.4 40 1.9
   Perinatal complications 157 3.7 435 4.8 51 4.9 119 5.4 43 3.6 102 4.7
   Neonatal/postnatal complications 252 6.0 565 6.2 76 7.3 173 7.9 70 5.9 168 7.8
   Other including psychosocial factors 391 9.3 648 7.1 109 10.5 164 7.5 103 8.7 168 7.8
No specified cause 980 23.2 2505 27.6 266 25.7 750 34.3 236 19.9 511 23.7
Associated conditions
   Epilepsy or convulsions 664 22.0 1476 17.3 158 21.6 367 17.7 175 20.7 383 18.5
   Cerebral palsy 47 1.1 138 1.5 13 1.3 17 0.8 18 1.5 49 2.3
   Sensory defect 405 9.6 1113 12.3 84 8.1 241 11.0 107 9.0 294 13.6
   Autism 152 3.6 322 3.5 4 0.4 2 0.1 12 1.0 4 0.2
   Asperger syndrome 11 0.3 6 0.1 0 0 1 0.1 1 0.0
   Rett syndrome 14 0.3 27 0.3 1 0.1 2 0.1 4 0.3 11 0.5
   Pervasive developmental disorder (unspecified) 137 3.2 120 1.3 21 2.0 6 0.3 22 1.9 1 0.0

a. An individual may have up to three attributions recorded in the Heber classification fields on the intellectual disability register

Most people with a dual diagnosis had made contact with disability services prior to contact with mental health services (82.8% in the 1950–64 birth cohort and 62.7% in the 1965–79 birth cohort). On average, it was another 10–11 years before they were seen by mental health services. At the same time, however, individuals with a dual diagnosis were making first contact with disability services later than those with intellectual disability alone: at a median age of 11 years compared with 7 years for the 1950–64 birth cohort, and at 7 years compared with 3 years for the 1965–79 birth cohort. The difference between the two cohorts may be largely artefactual as the Intellectual Disability Register was only started in 1953.

Finally, we examined mortality risk for people with a dual diagnosis compared with people with intellectual disability only. Mortality risk was significantly elevated in the intellectual disability only group in both birth cohorts, with mortality incidence rate ratios of 1.4 (95% CI 1.1–1.8) for the 1950–64 birth cohort and 2.8 (95% CI 2.1–3.6) for the 1965–79 birth cohort. The distribution of age at death also differed between groups with those with a dual diagnosis being significantly older at the time of their death than individuals with intellectual disability only. The mean difference was 13 years for the older cohort and 11 years for the younger cohort.

Dual diagnosis compared with psychiatric illness alone

When compared with people with psychiatric illness only, individuals with dual diagnosis were younger at the time of their first contact with psychiatric services and at their first (if any) in-patient admission (Table 4). They were more likely to have had an in-patient admission, and those who had been admitted to hospital had more admissions and had spent more days in hospital, all suggestive of a more severe psychiatric illness (Table 5).

Table 4 Age at first psychiatric contact and at first in-patient admission for people with a dual diagnosis compared with those with psychiatric illness only (for whole of population)

Age at first psychiatric contact Age at first in-patient admission
Dual diagnosis Median (95% CI) Psychiatric illness only Median (95% CI) Dual diagnosis Median (95% CI) Psychiatric illness only Median (95% CI)
Schizophrenia 23.8 (22.6–24.9) 30.1 (29.7–30.5) 24.5 (23.1–25.9) 30.4 (30.0–30.8)
Bipolar disorder 26.9 (25.1–28.7) 35.0 (34.6–35.4) 30.0 (27.4–32.6) 35.6 (35.1–36.1)
Unipolar depression 26.6 (25.1–28.1) 36.4 (36.0–36.8) 29.5 (23.9–35.1) 38.6 (38.1–39.1)
Psychosis (lifetime) 23.6 (22.8–24.4) 35.5 (35.3–35.7) 24.8 (23.9–25.6) 36.7 (36.4–36.9)
Any psychiatric illness 18.8 (18.3–19.2) 32.2 (32.1–32.3) 22.5 (21.9–23.1) 36.8 (36.7–37.0)

Table 5 Service utilisation by persons with a dual diagnosis compared with those with psychiatric illness only (by birth cohort)

Any in-patient admissions, % In-patient admissions, rate per 5 years since first admission In-patient days, rate per 1000 days since first admission
1950–64 birth cohort 1965–79 birth cohort 1950–64 birth cohort 1965–79 birth cohort 1950–64 birth cohort 1965–79 birth cohort
Dual diagnosis Psychiatric only Dual diagnosis Psychiatric only Dual diagnosis Psychiatric only Dual diagnosis Psychiatric only Dual diagnosis Psychiatric only Dual diagnosis Psychiatric only
Schizophrenia 92.2 90.0 92.8 85.7 1.6 1.5 3.5 2.9 34 17 45 30
Bipolar disorder 97.4 76.8 90.6 74.9 2.3 1.6 2.5 2.4 31 13 21 17
Unipolar depression 90.0 67.7 62.1 58.1 1.6 1.4 3.8 1.7 5 6 22 6
Psychosis (lifetime) 92.7 80.3 89.3 75.3 1.9 1.5 3.2 2.4 22 10 23 13
Any psychiatric illness 65.3 61.9 55.0 55.7 0.9 0.7 1.4 1.1 9 2 6 2

The mortality risk for individuals with a dual diagnosis was significantly increased over that for people with psychiatric illness alone, with mortality rate ratios of 2.3 (95% CI 1.9–2.8) for the 1950–64 birth cohort and 2.2 (95% CI 1.7–2.9) for the 1965–79 birth cohort.

Dual diagnosis and borderline intellectual disability

Fourteen per cent of people with a dual diagnosis had an IQ level in the borderline range (70–74). This group was compared with the other dual diagnosis cases. The basis of intellectual disability in the borderline group was significantly less likely to be attributed to genetic or known biomedical origin including metabolic or teratogenic effects and birth defects (12.1% v. 20.8%, P<0.001). This group was also significantly less likely to have associated epilepsy or to have pervasive developmental disorder or Down syndrome (there were no cases of Down syndrome). The distribution of schizophrenia and bipolar disorder was similar in both groups, but the borderline group was significantly more likely to include people with unipolar depression. Even though both groups had a similar rate of psychiatric admissions, the borderline group had spent only half as much time in hospital.

Intellectual disability with co-occurring schizophrenia

Over one in ten of individuals with dual diagnosis (485/4221) had intellectual disability with co-occurring schizophrenia (16.1% of individuals with a dual diagnosis born 1950–64 and 10.6% of those born 1965–79). The percentage of all individuals with intellectual disability who developed schizophrenia was 5.2% for the 1950–64 birth cohort and 4.5% for the 1965–70 birth cohort. Conversely, 5.2% of all people with schizophrenia in the 1950–64 birth cohort and 3.7% in the 1965–79 birth cohort had intellectual disability (Table 2).

The disability profile for this dual-diagnosis group with schizophrenia contrasted sharply with that of individuals who had no co-occurring psychiatric illness, with three-quarters (72.4%) assessed as borderline or mild (compared with half of people solely with intellectual disability) and only 4.9% severely or profoundly affected. The diagnostic profile for those with intellectual disability with co-occurring schizophrenia also differed from that for people with schizophrenia only. Over their lifetime of contact with psychiatric services, individuals with a dual diagnosis ultimately diagnosed with schizophrenia were more likely initially to have been given diagnoses of paranoid psychoses (33.2% v. 25.6%); personality disorders (22.5% v. 12.7%); psychotic and non-psychotic organic disorders (25.2% v. 9.4%); acute reaction to stress or adjustment reaction (26.8% v. 12.9%); specific delays in development (14.6% v. 0.8%); disturbance of conduct (13.2% v. 2.1%); neurotic disorders (21.0% v. 15.9%); and depressive disorders (15.3% v. 7.9%). Moreover, this group was significantly younger at first contact with mental health services and at first admission compared with those with schizophrenia alone (Table 5). There was no difference between the two groups in mortality risk, with mortality rate ratios of 1.0 (95% CI 0.6–1.7) for the 1950–64 birth cohort and 1.1 (95% CI 0.5–2.5) for the 1965–79 birth cohort. However, individuals with a dual diagnosis were more likely to attempt suicide or serious self-harm (24.0% v. 17.4% for the older birth cohort; 28.0% v. 19.6% for the younger birth cohort). For the most part, people with intellectual disability and co-occurring schizophrenia used psychiatric services more than the schizophrenia-only group, and more than the group with intellectual disability and co-occurring psychiatric illness of any kind. In the 1950–64 birth cohort, compared with individuals with schizophrenia only, cases of dual diagnosis with schizophrenia had a slightly higher admission rate but twice the cumulated total of in-patient days despite the fact that the percentage with at least one admission was similar for both groups. This pattern also held true for the 1965–79 birth cohort (Table 5).

Discussion

This work represents one of the most comprehensive whole-of-population studies of the epidemiology of dual diagnosis. Using record linkage across health jurisdictions in Western Australia, we found that almost a third of individuals with intellectual disability had concurrent psychiatric morbidity, and nearly 2% of people with a psychiatric illness also had intellectual disability. Had the study relied on single register data, the figures would have been much lower, seriously underestimating the size of the problem of dual diagnosis in the population. Total psychiatric morbidity in intellectually disabled populations is comparable with general population estimates of lifetime prevalence of 41.2%. Reference Bijl, Ravelli and van Zessen18 A recent paper reported a point prevalence of 40.9% for an intellectually disabled population, and estimated a likely range of 30–50%. Reference Cooper, Smiley, Morrison, Williamson and Allan7 Our figure may still be an underestimate due to the omission of cases seen by general practitioners as well as diagnostic overshadowing. There are few epidemiological studies of dual diagnosis for comparison in Australia or elsewhere. The only population data on psychiatric illness in adults who are intellectually disabled in Australia are 6-month prevalence estimates, with figures of 1.3% for psychotic disorders, 8% for depressive disorders and 14% for anxiety disorder. Reference White, Chant, Edwards, Townsend and Waghorn3 However, the use of lay interviewers employing an instrument not validated for use with intellectually disabled samples (Composite International Diagnostic Interview) may have affected estimates. On the other hand, fourth-wave data for a cohort of Australian children who were intellectually disabled aged 19–31 indicated that 31% (down from 41% 11 years earlier) met criteria for major psychopathology including behavioural and emotional problems using an instrument developed specifically for intellectually disabled populations. Reference Einfeld, Piccinin, Mackinnon, Hofer, Taffe, Gray, Bontemp, Hoffman, Parmenter and Tonge19

Intellectual disability co-occurring with psychotic illness

We found that, at 5.1% for the older cohort and 3.7% for the younger cohort, the prevalence of schizophrenia among individuals with an intellectual disability was not only at least three times higher than population lifetime estimates (most recently 1.26%), Reference Perälä, Suvisaari, Saarni, Kuoppasalmi, Isometsä, Pirkola, Partonen, Tuulio-Henriksson, Hintikka, Kieseppa, Härkänen, Koskinen and Löngvist20 but also higher than the commonly quoted estimate of 3% for schizophrenia among intellectually disabled populations. The prevalence of schizophrenia among people with intellectual disability was higher than that of bipolar disorder (1.2% for the older cohort, 1.0% for the younger cohort) and unipolar major depression (0.9% for both birth cohorts) in the same population. The percentage of individuals with intellectual disability who had bipolar disorder was within general population estimates of 1.3 for Bipolar I and II, Reference Judd and Akiskal21 while the percentage with unipolar depression was well below general population estimates (for example, 15.4% in the NEMESIS study). Reference Bijl, Ravelli and van Zessen18 The estimate for a lifetime history of at least one episode of non-organic psychotic disorder among people who are intellectually disabled was one in ten (11.1% of the older birth cohort and 10.4% of the younger birth cohort). This is markedly higher than general population estimates: recent epidemiological data from Finland put the life-time prevalence of DSM–IV psychotic disorders at 2.43%. Reference Perälä, Suvisaari, Saarni, Kuoppasalmi, Isometsä, Pirkola, Partonen, Tuulio-Henriksson, Hintikka, Kieseppa, Härkänen, Koskinen and Löngvist20 A recent point prevalence estimate for intellectually disabled populations of 4.4% Reference Cooper, Smiley, Morrison, Williamson and Allan7 adds credence to our high figure. Of note, the total figure for psychosis is largely attributable to people diagnosed with schizophrenia.

Compared with individuals with intellectual disability alone, those with dual diagnosis were more likely to have a diagnosis of pervasive developmental disorder, and far less likely to have Down syndrome. The latter finding was unexpected. Although the link between Down syndrome and Alzheimer's disease is well established, there is some evidence that psychosis may be rare in people with Down syndrome. Reference Sovner, Hurley and Labrie22,Reference Collacott, Cooper and McGrother23 Recent data suggest that the effect of ‘unknown protective factors’ associated with Down syndrome may extend to mental illness in general. Reference Mantry, Cooper, Smiley, Morrison, Allan, Williamson, Finlayson and Jackson24 Given how few studies have investigated this relationship directly, the question remains open as to whether the observed difference in prevalence is real or due to diagnostic under-ascertainment.

The nature of the link

The prevalence of intellectual disability among persons with schizophrenia, at 5.2% for the 1950–64 birth cohort and 4.5% for the 1965–79 birth cohort, was considerably higher than the Western Australian population estimate for intellectual disability of about 1.4%. It is close to Kraepelin's original estimate Reference Kraepelin25 that the basis of some 3.5% of cases of dementia praecox is mental retardation resulting in an early onset form of psychosis, which he called ‘Pfropfschizophrenie’ (engrafted schizophrenia). The high frequency of co-occurring schizophrenia and intellectual disability in our study poses a question as to the underlying basis of the association. Theories proposed include: a chance association; a de novo ‘hybrid’ condition; a severe schizophrenia; or a common aetiology. Reference Doody, Johnstone, Sanderson, Owens and Muir26 Since Kraepelin's early observations of cognitive impairment as an essential feature of dementia praecox cumulating evidence from clinical and epidemiological studies has provided compelling support for the latter view. Compromised intellectual ability in adolescence has been shown to be an independent risk factor for schizophrenia in prospective, population-based studies. Reference Reichenberg, Weiser, Rapp, Rabinowitz, Caspi, Schmeidler, Knobler, Lubin, Nahon, Harvey and Davidson27 Cognitive deficit involving several domains (verbal memory and learning, spatial working memory, attention, speed of information processing, performance IQ and motor skills), has been identified as a widely shared characteristic of schizophrenia in a comprehensive quantitative review. Reference Heinrichs and Zakzanis28 In a significant proportion of individuals, such deficits are present prior to onset of psychotic symptoms Reference van Winkel, Myin-Germeys, Delespaul, Peuskens, De Hert and van Os29 and remain stable over the course of illness, independent of clinical state. Reference Caspi, Reichenberg, Weiser, Rabinowitz, Kaplan, Knobler, Davidson-Saqi and Davidson30 A similar, though attenuated, profile of deficit has been found in clinically unaffected first-degree relatives of people with schizophrenia and in unaffected co-twins from twin pairs discordant for schizophrenia. Reference Cannon, Huttunen, Lonnqvist, Tuulio-Henriksson, Pirkola, Glahn, Finkelstein, Hietanen, Kaprio and Koskenvuo31 Such deficits tend to be accompanied by other early abnormalities affecting neuromotor function and language, Reference Cannon, Caspi, Moffitt, Harrington, Taylor, Murray and Poulton32 suggesting a neurodevelopmental origin, long pre-dating psychosis. A re-analysis of Penrose's sample of families with mental illness and intellectual disability Reference Greenwood, Husted, Bomba, Hodgkinson and Bassett33 found a significant excess of relatives with diagnosis of schizophrenia among the probands with intellectual impairment. Together with findings that a specific genetic condition, 22q11 deletion syndrome, is associated with higher risks for both schizophrenia and learning disability, Reference Bassett and Chow34 the evidence points to a likely common pathogenetic pathway for dual diagnosis. This is further supported by a comprehensive clinical and cognitive investigation of a sample of individuals with mild intellectual disability and schizophrenia. Reference Doody, Johnstone, Sanderson, Owens and Muir26 Recent research led by the senior co-author (A.J.) identified a distinct genetic basis for a subtype of schizophrenia characterised by pervasive cognitive deficit, comprising up to 50% of families with one or more affected members. Reference Hallmayer, Kalaydjieva, Badcock, Dragovic, Howell, Michie, Rock, Vile, Williams, Corder, Hollingworth and Jablensky35 The balance of evidence, therefore, favours a common aetiology for intellectual impairment and psychosis in a significant proportion of schizophrenia cases.

Illness severity and service use by people with co-occurring disorders

In keeping with the literature, we found that people with a dual diagnosis had a more severe psychiatric illness than those with a psychiatric diagnosis alone Reference Bouras, Martin, Leese, Vanstraelen, Holt, Thomas, Hindler and Boardman36 including an earlier age at first contact with psychiatric services, more in-patient admissions and more in-patient days. These differences were particularly pronounced in those with schizophrenia co-occurring with intellectual disability. Indications that this is not an artefact arising from long periods of institutional care due to co-occurring intellectual disability include a higher median number of admissions in addition to a higher median number of in-patient days in the dual-diagnosis group. An alternative hypothesis, that the difference in severity is because only individuals with a dual diagnosis with the most severe psychiatric illness are able to access generic mental health services, could not be tested here.

Limitations

Although linkage of two registers resulted in an enriched source of data for analysis, there are several limitations related to the use of these administrative resources. First, it is likely that people with a dual diagnosis are still underestimated in these data. Several factors contribute to this underestimation. For one, the separation of mental health from intellectual disability services means that people with an intellectual disability may not be adequately assessed and treated for comorbid psychiatric illness; the converse also applies. Moreover, difficulties in clinical assessment may preclude the making of a psychiatric diagnosis in those with intellectual disability by masking psychiatric symptoms, especially less florid symptoms such as those associated with depression. Furthermore, the exclusion from the psychiatric register of general practice and private psychiatric contacts may lead to an under-ascertainment of individuals with intellectual disability who have co-occurring milder forms of mental illness. None the less, the inclusion of out-patient data makes the Western Australian psychiatric register one of the most comprehensive worldwide, and the psychoses, where lifetime contact with in- and out-patient services is high, will be particularly well represented. See, for example, prevalence estimates in the Australian National Survey of Low Prevalence (Psychotic) Disorders. Reference Jablensky, McGrath, Herrman, Castle, Gureje, Morgan, Korten and Harvey37 Accordingly, this study focused primarily on the psychoses. Second, although the psychiatric register uses ICD criteria to record level of intellectual disability, no clear classification guidelines are in place for the recording of psychiatric comorbidity on the Intellectual Disability Register. Consequently, cases recorded as dual diagnosis on the Intellectual Disability Register were used only in the estimation of overall psychiatric comorbidity but could not be allocated to specific diagnostic categories. At most, these limitations may have led to an underestimate of the prevalence of dual diagnosis, without affecting the general pattern of findings and conclusions. The relative stability of many findings across the birth cohorts suggests that they are not artefacts of changing diagnostic trends and paradigms.

The need for an integrated approach

Both intellectual disability and severe psychiatric illness result in serious and lifelong impairments. Where the two co-occur, the impact of burden of disease on affected individuals, their carers, their family and friends, and the services that provide for them is particularly high. This study highlights the extent to which dual diagnosis is underestimated as a result of the administrative divide that has existed historically between services for people who are intellectually disabled and those for people with psychiatric illness. This is now increasingly acknowledged as having a profound effect on the capacity to care for individuals with dual diagnosis. Reference Catinari, Vass, Ermilov and Heresco-Levy38 In Western Australia, this division creates structural impediments to inter-agency approaches to integrated clinical practice: there is no specific service provision for people with a dual diagnosis, and mainstream psychiatric services are provided only upon referral. Of concern, correct identification of dual diagnosis is poor, measurement tools are still in nascence, Reference Holland and Koot39 and little research informs the treatment evidence base. Reference Chaplin40Reference Deb and Weston41 This has impeded the development of interventions specifically for individuals with dual diagnosis and affected the ability of mental health professionals in both service arms to formulate a better basis for the routine management of these difficult cases, including early intervention programmes. In the absence of an integrated approach, people with dual diagnosis remain in an administrative gap, severely disabled, yet out of reach of best evidence-based practice.

Acknowledgements

We acknowledge Tom Pinder and Alan Joyce from the Western Australian Department of Health for implementing the diagnostic algorithm written by the first author (V.M.) and the Western Australian Data Linkage Unit for undertaking the linkage. Support for this research was provided by a University of Western Australia Research Grant to the first author (V.M.) and a donation by the Friends and Family of Andrew Catchpole.

Footnotes

Declaration of interest

None. Funding detailed in Acknowledgements.

References

1 Leonard, H, Wen, X. The epidemiology of mental retardation: challenges and opportunities in the new millennium. Mental Retard Dev Disabil Res Rev 2002; 8: 117–34.Google ScholarPubMed
2 Harris, J. Intellectual Disability. Understanding its Development, Causes, Classification, Evaluation, and Treatment. Oxford University Press, 2006.Google Scholar
3 White, P, Chant, D, Edwards, N, Townsend, C, Waghorn, G. Prevalence of intellectual disability and comorbid mental illness in an Australian community sample. Aust N Z J Psychiatry 2005; 39: 395400.Google Scholar
4 Leonard, H, Petterson, B, Bower, C, Sanders, R. Prevalence of intellectual disability in Western Australia. Paediatr Perinat Epidemiol 2003; 17: 5867.Google Scholar
5 Turner, T. Schizophrenia and mental handicap: an historical review, with implications for further research. Psychol Med 1989; 19: 301–14.CrossRefGoogle ScholarPubMed
6 Borthwick-Duffy, SA. Epidemiology and prevalence of psychopathology in people with mental retardation. J Consult Clin Psychol 1994; 62: 1727.Google Scholar
7 Cooper, S-A, Smiley, E, Morrison, J, Williamson, A, Allan, L. Mental ill-health in adults with intellectual disabilities: prevalence and associated factors. Br J Psychiatry 2007; 190: 2735.Google Scholar
8 Cooper, S-A, Bailey, NM. Psychiatric disorders among adults with learning disabilities: prevalence and relationship to ability level. Irish J Psychol Med 2001; 18: 4553.Google Scholar
9 Penrose, LS. A Clinical and Genetic Study of 1280 Cases of Mental Defect. Medical Research Council: Special Report Number 229. HMSO, 1938.Google Scholar
10 Hemmings, CP. Schizophrenia spectrum disorders in people with intellectual disabilities. Curr Opin Psychiatry 2006; 19: 470–4.Google Scholar
11 American Assocation on Mental Retardation. Mental Retardation: Definition, Classification and Systems of Support (9th edn). American Association on Mental Retardation, 1992.Google Scholar
12 Heber, R. A manual on terminology and classification in mental retardation. Am J Ment Defic 1959; 64: 1111.Google Scholar
13 Yeargin-Allsopp, M, Murphy, C, Cordero, J, Decouflé, P, Hollowell, J. Reported biomedical causes and associated medical conditions for mental retardation among 10-year-old children, metropolitan Atlanta, 1985 to 1987. Dev Med Child Neurol 1997; 39: 142–9.Google Scholar
14 Jablensky, A, Morgan, V, Zubrick, S, Bower, C, Yellachich, L. Pregnancy, delivery, and neonatal complications in a population cohort of women with schizophrenia and major affective disorders. Am J Psychiatry 2005; 162: 7991.CrossRefGoogle Scholar
15 World Health Organization. Mental Disorders. Glossary and Guide to their Classification in accordance with the Ninth Revision of the International Classification of Diseases. WHO, 1978.Google Scholar
16 Kelman, CW, Bass, AJ, Holman, CDJ. Research use of linked health data – a best practice protocol. Aust N Z J Public Health 2002; 26: 251–5.Google Scholar
17 Rothman, KJ, Greenland, S. Modern Epidemiology (2nd edn). Lippincott-Raven, 1998.Google Scholar
18 Bijl, RV, Ravelli, A, van Zessen, G. Prevalence of psychiatric disorder in the general population: results of the Netherlands Mental Health Survey and Incidence Study (NEMESIS). Soc Psychiatry Psychiatr Epidemiol 1998; 33: 587–95.Google Scholar
19 Einfeld, S, Piccinin, A, Mackinnon, A, Hofer, S, Taffe, J, Gray, KM, Bontemp, DE, Hoffman, LR, Parmenter, T, Tonge, BJ. Psychopathology in young people with intellectual disability. JAMA 2006; 296: 1981–9.Google Scholar
20 Perälä, J, Suvisaari, J, Saarni, S, Kuoppasalmi, K, Isometsä, E, Pirkola, S, Partonen, T, Tuulio-Henriksson, A, Hintikka, J, Kieseppa, T, Härkänen, T, Koskinen, S, Löngvist, J. Lifetime Prevalence of Psychotic and Bipolar I Disorders in a General Population. Arch Gen Psychiatry 2007; 64: 1928.CrossRefGoogle ScholarPubMed
21 Judd, LL, Akiskal, HS. The prevalence and disability of bipolar spectrum disorders in the US population: re-analysis of the ECA database taking into account subthreshold cases. J Affect Disord 2003; 73: 123–31.Google Scholar
22 Sovner, R, Hurley, A, Labrie, R. Is mania incompatible with Down's syndrome? Br J Psychiatry 1985; 146: 319–20.Google Scholar
23 Collacott, RA, Cooper, SA, McGrother, C. Differential rates of psychiatric disorders in adults with Down's syndrome compared with other mentally handicapped adults. Br J Psychiatry 1992; 161: 671–4.CrossRefGoogle ScholarPubMed
24 Mantry, D, Cooper, SA, Smiley, E, Morrison, J, Allan, L, Williamson, A, Finlayson, J, Jackson, A. The prevalence and incidence of mental ill-health in adults with Down syndrome. J Intellect Disabil Res 2008; 52: 141–55.Google Scholar
25 Kraepelin, E. Dementia Praecox and Paraphrenia. R. E. Krieger Publishers, 1919.Google Scholar
26 Doody, GA, Johnstone, EC, Sanderson, TL, Owens, DG, Muir, WJ. ‘Pfropfschizophrenie’ revisited. Schizophrenia in people with mild learning disability. Br J Psychiatry 1998; 173: 145–53.CrossRefGoogle ScholarPubMed
27 Reichenberg, A, Weiser, M, Rapp, MA, Rabinowitz, J, Caspi, A, Schmeidler, J, Knobler, HY, Lubin, G, Nahon, D, Harvey, PD, Davidson, M. Elaboration on premorbid intellectual performance in schizophrenia: premorbid intellectual decline and risk for schizophrenia. Arch Gen Psychiatry 2005; 62: 1297–304.CrossRefGoogle ScholarPubMed
28 Heinrichs, RW, Zakzanis, KK. Neurocognitive deficit in schizophrenia: a quantitative review of the evidence. Neuropsychology 1998; 12: 426–45.Google Scholar
29 van Winkel, R, Myin-Germeys, I, Delespaul, P, Peuskens, J, De Hert, M, van Os, J. Premorbid IQ as a predictor for the course of IQ in first onset patients with schizophrenia: a 10-year follow-up study. Schizophr Res 2006; 88: 4754.Google Scholar
30 Caspi, A, Reichenberg, A, Weiser, M, Rabinowitz, J, Kaplan, ZE, Knobler, H, Davidson-Saqi, N, Davidson, M. Cognitive performance in schizophrenia patients assessed before and following the first psychotic episode. Schizophr Res 2003; 65: 8794.Google Scholar
31 Cannon, TD, Huttunen, MO, Lonnqvist, J, Tuulio-Henriksson, A, Pirkola, T, Glahn, D, Finkelstein, J, Hietanen, M, Kaprio, J, Koskenvuo, M. The inheritance of neuropsychological dysfunction in twins discordant for schizophrenia. Am J Hum Genet 2000; 67: 369–82.Google Scholar
32 Cannon, M, Caspi, A, Moffitt, TE, Harrington, H, Taylor, A, Murray, RM, Poulton, R. Evidence for early-childhood, pan-developmental impairment specific to schizophreniform disorder: results from a longitudinal birth cohort. Arch Gen Psychiatry 2002; 59: 449–56.Google Scholar
33 Greenwood, C, Husted, J, Bomba, M, Hodgkinson, K, Bassett, A. Elevated rates of schizophrenia in a familial sample with mental illness and intellectual disability. J Intellect Disabil Res 2004; 48: 531–9.CrossRefGoogle Scholar
34 Bassett, AS, Chow, EW. 22q11 deletion syndrome: a genetic subtype of schizophrenia. Biol Psychiatry 1999; 46: 882–91.CrossRefGoogle ScholarPubMed
35 Hallmayer, JF, Kalaydjieva, L, Badcock, J, Dragovic, M, Howell, S, Michie, PT, Rock, D, Vile, D, Williams, R, Corder, EH, Hollingworth, K, Jablensky, A. Genetic Evidence for a distinct subtype of schizophrenia characterized by pervasive cognitive deficit. Am J Hum Genet 2005; 77: 468–76.CrossRefGoogle ScholarPubMed
36 Bouras, N, Martin, G, Leese, M, Vanstraelen, M, Holt, G, Thomas, C, Hindler, C, Boardman, J. Schizophrenia-spectrum psychoses in people with and without intellectual disability. J Intellect Disabil Res 2004; 48: 548–55.CrossRefGoogle ScholarPubMed
37 Jablensky, A, McGrath, J, Herrman, H, Castle, D, Gureje, O, Morgan, V, Korten, A, Harvey, C. Psychotic disorders in urban areas: An overview of the methods and findings of the Study on Low Prevalence Disorders, National Survey of Mental Health and Wellbeing 1996–1998. Aust N Z J Psychiatry 2000; 34: 221–36.Google Scholar
38 Catinari, S, Vass, A, Ermilov, M, Heresco-Levy, U. Pfropfschizophrenia in the age of deinstitutionalization: whose problem? Compr Psychiatry 2005; 46: 200–5.CrossRefGoogle ScholarPubMed
39 Holland, AJ, Koot, HM. Mental health and intellectual disability: an international perspective. Conference report. J Intellect Disabil Res 1998; 42: 505–12.Google Scholar
40 Chaplin, R. General psychiatric services for adults with intellectual disability and mental illness. J Intellect Disabil Res 2004; 48: 110.Google Scholar
41 Deb, S, Weston, S. Psychiatric illness and mental retardation. Curr Opin Psychiatry 2000; 13: 497505.CrossRefGoogle Scholar
Figure 0

Table 1 Post-and pre-linkage distribution of intellectual disability, psychiatric illness and dual diagnosis for whole-of-population data and by birth cohort

Figure 1

Table 2 Dual diagnosis as a percentage of total number of individuals with specified psychiatric illness and any intellectual disability for whole-of-population and by birth cohort

Figure 2

Table 3 Aetiological attributions of intellectual disability (ID) in individuals with a dual diagnosis compared with those with intellectual disability only, for whole-of-population and by birth cohorta

Figure 3

Table 4 Age at first psychiatric contact and at first in-patient admission for people with a dual diagnosis compared with those with psychiatric illness only (for whole of population)

Figure 4

Table 5 Service utilisation by persons with a dual diagnosis compared with those with psychiatric illness only (by birth cohort)

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