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South West Yorkshire Mental Health NHS Trust and University of Huddersfield, Department of Psychological Services, Calderdale Royal Hospital, Halifax HX3 0PW, e-mail: chris.leach{at}cht.nhs.uk
South West Yorkshire Mental Health NHS Trust and University of Huddersfield
Psychological Therapies Research Centre, University of Leeds
South West Yorkshire Mental Health NHS Trust
M. B. is a member of the Board of Trustees of the CORE System Trust.
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Abstract |
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There is interest in how outcome measures routinely used in mental health settings compare with each other in assessing risk and emotional disturbance. The relation between the Clinical Outcomes in Routine Evaluation - Outcome Measure (CORE-OM), a client-completed measure, and the Health of the Nation Outcome Scale (HoNOS), a clinician-completed measure, was explored using data from 297 clients referred to secondary services by a primary care mental health liaison team.
RESULTS
The correlation between CORE-OM and HoNOS was 0.50, with cluster and factor analyses revealing overlap between the measures in assessing risk to self and others and general emotional issues.
CLINICAL IMPLICATIONS
Although the measures are typically used in different settings, the overlap suggests that both might be useful in any setting where assessment for mental health problems and risk is needed.
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Introduction |
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These statements reflect a strategy whereby the appropriateness and utility of bonafide outcome measures should be investigated but that they need to be empirically anchored against HoNOS. Although no single measure could possibly capture the whole range of presenting problems and outcomes across mental health, establishing evidence of the relationship between measures and the extent to which they capture common and unique aspects of experience is important. This would add to validation evidence for the measures and clarify the extent to which they are useful for particular populations and in particular service settings. Accordingly, we focused on the HoNOS and a widely used self-report measure, the Clinical Outcomes in Routine Evaluation - Outcome Measure (CORE-OM; Barkham et al, 2001, 2005; Evans et al, 2002). Interestingly, each has been advocated for use at different ends of the severity range. Both measures can be used to assess various aspects of risk of self-harm or harm to others.
The HoNOS is advocated as suitable for use at the severe end of the spectrum to provide a practitioner-completed assessment across 12 domains, divided into four subgroups. Risk to self and others is assessed by two items in subgroup A (behavioural problems). This measure has derived support from some reviewers (e.g. Rees et al, 2004) and been criticised by others (e.g. Audin et al, 2001). The empirical relationship between HoNOS and other outcome measures has been investigated and significant associations have been reported. Orrell et al (1999) established significant correlations between HoNOS and a battery of six outcome measures on a sample of 100 patients: 0.59 for the Social Behaviour Scale (Wykes & Sturt, 1986), 0.51 for the Location of Community Support Scale (Kazarian & Joseph, 1994), 0.40 for the Brief Psychiatric Rating Scale (BPRS; Overall & Gorham, 1962), 0.40 for the Global Assessment Scale (GAS; Endicott et al, 1976), 0.36 for the General Health Questionnaire (Goldberg, 1978) and 0.33 for the Medical Outcomes Study Short Form-36 (Ware & Sherbourne, 1990). McClelland et al (1998) reported correlations on presentation to the service between HoNOS and GAS of 0.49 and with the BPRS of 0.44.
The CORE-OM is a 34-item self-report measure tapping four domains, including a risk sub-scale assessing risk to others (two items) and risk to self (four items). It has been widely used to measure emotional disturbance in service settings delivering psychological interventions in primary and secondary care (Barkham et al, 2005). Its relationship to other measures, including the Beck Depression Inventory (Beck & Steer, 1993), has been explored in large-scale studies (e.g. Leach et al, 2005).
Our study assesses the empirical relationship between these measures and their potential to complement each other across a range of settings.
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Method |
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Data for this study come from a service evaluation database for 1497 persons referred between October 2001 and March 2003. Of these, there were complete data for 1297 clients on CORE-OM and for 507 clients on HoNOS, with 315 clients having complete data for both measures. For some clients, CORE-OM and HoNOS were completed at different stages of therapy, so the study focused on 297 clients (175 women and 122 men) for whom the measures had been completed at assessment and within 30 days of each other. One client with an extreme outlying HoNOS total score of 37 was excluded from further analysis, leaving 296 clients in the study sample, whose HoNOS scores ranged from 0 to 25 (mean=9.03, s.d.=4.27, median=9.00). The CORE-OM scores ranged from 0.15 to 3.76 (mean=2.24, s.d.=0.69, median=2.28), with 274 clients (93%) scoring above the CORE-OM clinical cut-offs of 1.29 (female) and 1.19 (male), and 109 (37%) scoring above the severe cut-off of 2.50 (see Barkham et al, 2001). The excluded client scored 2.93 on the CORE-OM.
Those included in the study sample (n=296) differed from those not
included (n=1000) in CORE-OM score (mean=2.24, s.d.=0.69, for sample;
mean=2.08, s.d.=0.76, for non-sample; t=3.28, d.f.=1294,
P=0.001), but not in age (mean=37.5, s.d.=12.4, for sample;
mean=36.9, s.d.=11.8, for non-sample; t=0.71, d.f.=1294,
P=0.48) or gender (60% females in sample, 62% in non-sample;
2=0.86, d.f.=1, P=0.36). The difference in CORE-OM
mean scores reflects the fact that HoNOS was completed only for individuals
assessed as suitable for referral to psychiatric or community mental health
team services.
The relation between the two measures was explored using Pearson product-moment correlations to compare total and sub-scale scores. At the item level, hierarchical cluster analysis (Wards method) and maximum likelihood factor analysis (with oblique rotation) were both carried out, all analyses being performed using the Statistical Package for the Social Sciences, version 12.0.
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Results |
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Table 1 summarises the results of the hierarchical cluster analysis and factor analysis of the CORE-OM and HoNOS items. The cluster analysis shows two main clusters (1 and 2), each broken down into two further clusters (a and b). Cluster 1 features all the non-risk CORE-OM items and three of the HoNOS items (other mental and behavioural problems, problems with relationships and problems with depressed mood), whereas cluster 2 brings together the CORE-OM risk items and the remaining HoNOS items. Cluster 1a includes items mainly from the CORE-OM Problems sub-scale together with the three HoNOS items; cluster 1b includes items mainly from the CORE-OM Wellbeing and Functioning sub-scales. Cluster 2a includes the CORE-OM risk items and two HoNOS risk items (non-accidental self-injury and overactive, aggressive, disruptive or agitated behaviour), with the self-injury HoNOS item being closely related to the four CORE-OM risk to self items, and the aggression HoNOS item being closely related to the two CORE-OM risk to others items. Cluster 2b contains the remaining HoNOS items.
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The results of the factor analysis echo those of the cluster analysis, with some minor differences. A HoNOS item (problems with relationships) grouped with the CORE-OM non-risk items by the cluster analysis is now grouped closer to the other HoNOS items. The CORE-OM risk to self item 34 (I have hurt myself physically...) is closer to the risk to others items in the factor analysis than to the remaining risk to self items.
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Discussion |
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The cluster 1a grouping of three HoNOS items, other mental and behavioural problems, problems with relationships and problems with depressed mood, with nine of the CORE-OM non-risk items reinforces the finding that these three HoNOS items are those that have shown evidence of being sensitive to change following psychological therapies (Audin et al, 2001).
The HoNOS is the recommended measure for clients with severe and enduring problems (Fonagy et al, 2004). In circumstances where a self-report measure is appropriate, for example where staff trained in the use of HoNOS are not available, CORE-OM can provide information relating to some of the key domains, particularly risk.
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References |
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