The association between psychiatric morbidity and subsequent disability may have been underestimated Reference Broadhead, Blazer, George and Tse1,Reference Mykletun, Overland, Dahl, Krokstad, Bjerkeset and Glozier2 because disability related to subthreshold symptoms is not included in calculations. Previous longitudinal studies on this subject have concentrated mainly on depression and its subthreshold presentations, Reference Broadhead, Blazer, George and Tse1,Reference Judd, Akiskal, Zeller, Paulus, Leon and Maser3 and cross-sectional studies cannot ascertain the direction of causality. Furthermore, disability related to anxiety-based disorders and mixed anxiety/depression is sparsely documented. Reference Das-Munshi, Goldberg, Bebbington, Bhugra, Brugha and Dewey4 We studied the relative contribution of subthreshold psychiatric symptoms and common mental disorders 5 at baseline as predictors of new-onset functional disability and days lost from work at 18 months follow-up in the UK population.
Method
We used data from the longitudinal subset of the 2000 UK Psychiatric Morbidity Survey (details available elsewhere). Reference Singleton and Lewis6 Briefly, 8580 adults representative of the UK population participated in face-to-face interviews at baseline (T 1) in 2000. A representative subsample (n = 2406) was followed up 18 months later (T 2). Ethical approval was granted by the Multi-centre Research Ethics Committee in England.
Psychiatric morbidity was assessed using the revised Clinical Interview Schedule (CIS–R). Reference Lewis, Pelosi, Araya and Dunn7 A CIS–R score of ≥12 indicates the presence of a common mental disorder and algorithms allow identification of ICD–10 diagnoses of depression, anxiety-based disorders (phobias, generalised anxiety disorder, panic disorder and obsessive–compulsive disorder) and mixed anxiety/depression. We defined three main exposure groups: no common mental disorders (CIS–R score <6 and no ICD–10 diagnosis); subthreshold psychiatric symptoms (CIS–R score 6–11 and no ICD–10 diagnosis); and common mental disorders (CIS–R score ≥12 or an ICD–10 diagnosis).
Functional disability was studied using seven domains of activities of daily living Reference Singleton and Lewis6,Reference Brewin, Wing, Mangen, Brugha and MacCarthy8 including personal care, using transport, medical care, household activities, practical activities, dealing with paperwork and managing money (see online supplement). Those employed were asked to report the number of days they had been off sick from work in the past year. We estimated mean days lost from work in each group of psychiatric morbidity. We also added the number of days reported lost in the past year by respondents in each category of psychiatric morbidity and extrapolated them to the UK population using weights.
For regression analyses we studied two outcomes. First, new-onset functional disability (defined as report of new activities of daily living difficulties in any domain at T 2) in a cohort of people with no activities of daily living difficulties at T 1 (n = 1573). Second, 1 or more days, and >14 days lost from work in the past year in a cohort employed at both waves (n = 1317).
Logistic regression was used to estimate the association of psychiatric morbidity and the outcomes, while adjusting for potential confounders (Table 1). Analyses were conducted using svy commands in Stata I/C v.10.1 (Windows). Probability weights were used to account for the stratified sampling and non-response. Reference Singleton and Lewis6 Population attributable-risk fractions were calculated using the aflogit procedure.
Onset of functional disability at T 2 (in cohort with no functional disability at T 1, n = 1573) | > 14 days off work in past year at T 2 (in cohort employed at both waves, n = 1317) | |||||
---|---|---|---|---|---|---|
Crude OR (95% CI) | Adjusted ORa (95% CI) | PAF, %b | Crude OR (95% CI) | Adjusted ORa (95% CI) | PAF, %b | |
No common mental disorders | 1 | 1 | 1 | 1 | ||
Subthreshold symptoms | 1.7 (1.1–2.7)* | 2.2 (1.3–3.6)** | 11.1 | 2.3 (1.3–4.2)** | 1.9 (1.1–3.5)* | 14.4 |
Common mental disorders | 2.1 (1.3–3.3)** | 2.5 (1.5–4.3)** | 12.7 | 3.6 (2.1–6.3)** | 2.9 (1.6–5.2)** | 25.6 |
Mixed anxiety/depression | 1.7 (1.0–3.0) | 2.2 (1.1–4.3)* | 4.4 | 3.7 (2.0–6.8)** | 2.9 (1.5–5.6)** | 14.4 |
ICD–10 anxiety-based disorder | 2.7 (1.5–4.8)** | 2.9 (1.5–5.6)** | 5.3 | 2.7 (1.2–6.1)* | 2.3 (0.9–5.5) | 4.1 |
ICD–10 depression | 2.9 (1.3–6.6)* | 3.3 (1.3–8.1)* | 3.0 | 5.3 (2.2–12.7)** | 4.6 (1.7–11.9)** | 7.1 |
23.8c | 40.00c |
Results
Among people with no functional disability at baseline (n = 1573), 15.2% had subthreshold symptoms and 11.9% a common mental disorder. In total, 60% of those with common mental disorders had mixed anxiety/depression, 28.6% had an ICD–10 anxiety-based disorder and 11.4% a depressive episode.
During follow-up, 14.8% of participants with common mental disorders at baseline developed a new functional disability, compared with 12.6% of those with subthreshold symptoms and 7.7% of those with no common mental disorder (Fig. DS1). A graded relationship was also observed in mean days lost from work; those with no common mental disorders at baseline missed 4.1 days (s.d. = 1.9), those with subthreshold symptoms 7.6 days (s.d. = 2.5) and those with a common mental disorder 13.2 days (s.d. = 4.0). An estimated 148.3 million days were lost from work in the year preceding T 2 when extrapolating results to the UK population. These comprised: no common mental disorders 70.3 million days (95% CI 37.3–103.0), subthreshold symptoms 32.4 million days (95% CI 21.6–43.2), mixed anxiety/depression 25.3 million days (95% CI 16.0–34.5), ICD–10 anxiety-based disorders 10.9 million days (95% CI 3.3–18.5) and ICD–10 depression 9.4 million days (95% CI 1.1–17.7).
Individuals with baseline subthreshold symptoms or common mental disorders were both twice as likely to report a new-onset functional disability at T 2 compared with those with no common mental disorders (Table 1). A non-linear relationship was observed between subthreshold symptoms and work days lost. There was no association between subthreshold symptoms and single-day work absences (adjusted odds ratio (OR) = 1.1, 95% CI 0.8–1.7) but these individuals were two times more likely to report absences lasting over 14 days (Table 1.) Common mental disorders, by contrast, were associated with over a twofold increase in odds for both these outcomes (adjusted OR for 1 day lost 2.2, 95% CI 1.5–3.1; for 14-days lost OR = 2.9, 95% CI 1.6–5.2.) Population attributable-risk fractions for subthreshold symptoms explained a much greater proportion of new-onset functional disability (11.1%) than ICD–10 depression (3.0%) or anxiety-based disorders (5.3%).
Discussion
We found that both subthreshold symptoms and common mental disorders pose a substantial risk of functional disability and absence from work, even after accounting for potential confounders. Almost half the aggregate burden of new-onset functional disability in the population as a result of psychiatric morbidity could be attributed to subthreshold symptoms. Almost two-thirds of the future disability attributable to psychiatric symptoms in the population may be missed if analyses are restricted to individuals with anxiety and depressive disorders.
Our results add to previous findings that disability rises in increments with increasing psychiatric symptom load, Reference Broadhead, Blazer, George and Tse1,Reference Judd, Akiskal, Zeller, Paulus, Leon and Maser3 not just for depression but for the entire spectrum of common mental disorders. We found that the largest proportion of disability even in the common mental disorders group was contributed by mixed anxiety/depression that is itself often considered a subthreshold category. Reference Das-Munshi, Goldberg, Bebbington, Bhugra, Brugha and Dewey4 We highlight that the aggregate costs of psychiatric symptoms to society may be grossly underestimated when studying specific psychiatric diagnoses in isolation.
The use of a structured psychiatric interview, a large representative sample and prospective design are strengths of this study. Limitations include attrition in the two waves leading to an overall 56% response rate, although we accounted for non-response using probability weights. Data collection at two time points, with little knowledge of the intervening period may have led to some random misclassification. Finally, our broad definition of functional disability may overestimate disability; and the possibility of recall bias of reported work days lost cannot be excluded.
The importance of subthreshold symptoms should not be underestimated. However, this should not be interpreted as if we suggest the creation of a new diagnostic category. Since subthreshold symptoms are likely to be on the same continuum as common mental disorders Reference Judd, Akiskal, Zeller, Paulus, Leon and Maser3,Reference Cuijpers, de and van10 rather than distinct disorders, adding dimensional approaches to supplement categorical diagnostic systems may help improve their recognition. Reference Helzer, Kraemer and Krueger11 Development of strategies to identify and manage these problems may reduce future disability associated with them, generating significant societal savings.
Acknowledgements
We thank the Office of National Statistics for initial design work, fieldwork and data preparation.
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