A Multimethod Study of Mental Health Care Patients’ Attitudes Toward Clinician-Level Performance Information
Abstract
Objective Research demonstrates variability in mental health clinicians' overall and domain-specific outcomes for their patients. Despite calls to increase patient access to provider performance information, little is known about patients' attitudes toward and valuing of this information. This study explored patient attitudes, preferences, and values regarding the use of clinician outcome track records in provider selection and treatment decision making. Methods Community mental health patients (N=403) completed a multicomponent survey, and a subset of patients (N=15) completed a follow-up semistructured interview. Interview data were analyzed with consensual qualitative methods. Results Overall, participants endorsed valuing access to clinician outcome track record information and endorsed the belief that using such information would enhance the referral process and promote better mental health outcomes. Conclusions Harnessing measurement-based information on clinicians' effectiveness to make more personalized treatment decisions could promote better treatment engagement, retention, and outcomes.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Clients prefer providers who have the right expertise and success in treating their concerns in a cost-effective manner.
“Clients also indicate that they prefer providers who have the right expertise and success in treating their concerns in a cost-effective manner.28,29”
From Using Machine Learning to Match Clients and Therapy Providers: Evaluating Clinical Quality and Cost of Care (2025) · cites this paper as [29]
The citation lists haven’t been fetched yet
References 13 · Cited by 13
- Authors
- Boswell, J. F., Constantino, M. J., Oswald, J. M., Bugatti, M., Coyne, A. E., Goodwin, B., & Morrison, N.
- Affiliations
- University of Massachusetts Amherst (US)
- ORCID
- Venue
- Psychiatric Services
- Published
- 2021-04-01
- Volume
- 72
- Issue
- 4
- Pages
- 452-456
- ISSN
- 0022-1597 (ISSN-L)
- 1075-2730
- 1557-9700
- OpenAlex
- W3127864846
- Cited by
- 13
- References
- 13
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 4 · 2021: 2
- FWCI
- 2.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychiatric Services (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Patient Satisfaction in Healthcare
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Health Sciences › Health Professions › General Health Professions › Mental Health and Patient Involvement
- Keywords
- patient attitudes, mental health professionals, service provider selection, treatment decision-making, patient preferences, patient values, community mental health, referral process, treatment engagement, treatment retention
- MeSH terms
- Humans, Mental Health, Patient Participation, Surveys and Questionnaires, Referral and Consultation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review