ArticleBMC health services research2013
Development of mental health quality indicators (MHQIs) for inpatient psychiatry based on the interRAI mental health assessment.
Article in BMC health services research, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed.
- Changes in psychiatric admissions in the first year of COVID-19 in Ontario, Canada.International journal of mental health systems · 2025Article
- Validation of a composite outcome measure for inpatient psychiatry using scales from the interRAI-MH.Frontiers in psychiatry · 2025Article
- Factors associated with seclusion and restraint on admission to forensic psychiatric hospitals: A 10-year retrospective study.PloS one · 2025Article
- Examining the Biopsychosocial Factors Related to Lifetime History of Concussion in Children and Youth.Child psychiatry and human development · 2024Article
- A multi-stage process to develop quality indicators for community-based palliative care using interRAI data.PloS one · 2022Article
- Mood Disturbances Across the Continuum of Care Based on Self-Report and Clinician Rated Measures in the interRAI Suite of Assessment Instruments.Frontiers in psychiatry · 2022Article
- How High? Trends in Cannabis Use Prior to First Admission to Inpatient Psychiatry in Ontario, Canada, between 2007 and 2017.Canadian journal of psychiatry. Revue canadienne de psychiatrie · 2021Article
- Structure and Functioning of Acute Inpatient Psychiatric Units in Spain: Qualitative Study.JMIR research protocols · 2021Article
- Determinants of Non-emergency Use of Control Interventions in Older Canadian Psychiatric Inpatients: Analysizing the InterRAI Mental Health Electronic Health Records.Frontiers in psychiatry · 2021Article
- The use of indicators for the management of Mental Health Services.Revista latino-americana de enfermagem · 2021Review
- Following the Epidemic Waves: Child and Youth Mental Health Assessments in Ontario Through Multiple Pandemic Waves.Frontiers in psychiatry · 2021Article
- Adaptation and Feasibility of the interRAI Family Carer Needs Assessment in a Pediatric Setting.Health services insights · 2020Article
- Potential quality indicators for seriously ill home care clients: a cross-sectional analysis using Resident Assessment Instrument for Home Care (RAI-HC) data for Ontario.BMC palliative care · 2019Article
- Factors Associated With Opiate Use Among Psychiatric Inpatients: A Population-Based Study of Hospital Admissions in Ontario, Canada.Health services insights · 2019Article
- Clinical Predictors of Delayed Discharges in Inpatient Mental Health Settings Across Ontario.Administration and policy in mental health · 2019Article
- The interRAI Suite of Mental Health Assessment Instruments: An Integrated System for the Continuum of Care.Frontiers in psychiatry · 2019Review
- Social Withdrawal Among Individuals Receiving Psychiatric Care: Derivation of a Scale Using Routine Clinical Assessment Data to Support Screening and Outcome Measurement.The journal of behavioral health services & research · 2018Article
- Developing quality indicators for in-patient post-acute care.BMC geriatrics · 2018Article
- Geographic Clustering of Admissions to Inpatient Psychiatry among Adults with Cognitive Disorders in Ontario, Canada: Does Distance to Hospital Matter?Canadian journal of psychiatry. Revue canadienne de psychiatrie · 2018Article
- The Child and Youth Mental Health Assessment (ChYMH): An examination of the psychometric properties of an integrated assessment developed for clinically referred children and youth.BMC health services research · 2017Article
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Authors and funding
7 authors.
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Abstract
backgroundOutcome quality indicators are rarely used to evaluate mental health services because most jurisdictions lack clinical data systems to construct indicators in a meaningful way across mental health providers. As a result, important information about the effectiveness of health services remains unknown. This study examined the feasibility of developing mental health quality indicators (MHQIs) using the Resident Assessment Instrument - Mental Health (RAI-MH), a clinical assessment system mandated for use in Ontario, Canada as well as many other jurisdictions internationally.
methodsRetrospective analyses were performed on two datasets containing RAI-MH assessments for 1,056 patients from 7 facilities and 34,788 patients from 70 facilities in Ontario, Canada. The RAI-MH was completed by clinical staff of each facility at admission and follow-up, typically at discharge. The RAI-MH includes a breadth of information on symptoms, functioning, socio-demographics, and service utilization. Potential MHQIs were derived by examining the empirical patterns of improvement and incidence in depressive symptoms and cognitive performance across facilities in both sets of data. A prevalence indicator was also constructed to compare restraint use. Logistic regression was used to evaluate risk adjustment of MHQIs using patient case-mix index scores derived from the RAI-MH System for Classification of Inpatient Psychiatry.
resultsSubscales from the RAI-MH, the Depression Severity Index (DSI) and Cognitive Performance Scale (CPS), were found to have good reliability and strong convergent validity. Unadjusted rates of five MHQIs based on the DSI, CPS, and restraints showed substantial variation among facilities in both sets of data. For instance, there was a 29.3% difference between the first and third quartile facility rates of improvement in cognitive performance. The case-mix index score was significantly related to MHQIs for cognitive performance and restraints but had a relatively small impact on adjusted rates/prevalence.
conclusionsThe RAI-MH is a feasible assessment system for deriving MHQIs. Given the breadth of clinical content on the RAI-MH there is an opportunity to expand the number of MHQIs beyond indicators of depression, cognitive performance, and restraints. Further research is needed to improve risk adjustment of the MHQIs for their use in mental health services report card and benchmarking activities.
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