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Record W2944401771 · doi:10.1002/wps.20620

Recovery colleges as a mental health innovation

2019· article· en· W2944401771 on OpenAlexaffabout
Rob Whitley, Geoff Shepherd, Mike Slade

Bibliographic record

VenueWorld Psychiatry · 2019
Typearticle
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsMcGill UniversityDouglas Mental Health University Institute
Fundersnot available
KeywordsMedicineMental healthPsychiatryFamily medicine

Abstract

fetched live from OpenAlex

There is a consensus among the mental health community that recovery from mental illness involves much more than symptom remission. Indeed, people with mental illness often define recovery in terms of living a meaningful, autonomous and empowered life in the community1. Yet they continue to experience numerous inequalities, including high rates of unemployment, low rates of educational attainment, considerable public stigma and social exclusion. Recovery colleges are a new initiative aimed at people with mental illness to support their recovery and address these inequalities. The first recovery colleges emerged in the US in the 1990s, informing a model that has been adapted and implemented across the world in the last decade1. In 2009, the first recovery college opened in London, and there are now more than 70 in the UK2. Recovery colleges now exist in over 20 countries, including Hong Kong, Italy, Sri Lanka, Israel, Japan and the Netherlands. Moreover, a recovery college international community of practice has been established to promote research, knowledge exchange and understanding. Some descriptive research has examined the defining characteristics, core values and central features of recovery colleges. These are mostly single-site case studies3, 4, which have been compared for shared themes in two recent systematic literature reviews5, 6. These studies indicate several common core characteristics across recovery colleges. First, recovery colleges tend to be based on the theory and practice of adult education, rather than clinical or therapeutic models3. As such, they possess many of the core characteristics of an adult education college: registration, enrollment, term curricula, full-time staff, sessional teachers and a yearly cycle of classes. Attendees are students (not patients, clients or service users), and they strive to be serious places of learning2. As such, some colleges are physically located in mainstream adult education institutes (e.g., Mayo Recovery College, Ireland) or higher education settings (e.g., Boston University Recovery Education Program). Second, they offer a range of educational courses that individual students can tailor to their own specific circumstances. These courses often focus on equipping students with new skills that can foster various aspects of their (broadly defined) recovery5, 6. This can include courses on health related factors such as illness management, self-care and physical health; as well as courses on life skills, employment and information technology2, 4, 7. Third, recovery colleges are characterized by the meaningful involvement of people in recovery (peers) in all aspects of college life3-5. Peers are often employed as course teachers, either alone or in conjunction with other experts. This is known as co-delivery. Peers are also frequently involved in college governance and management, with strong input into decisions about curriculum, structure, staffing and overall philosophy. This collaboration between professionals and peers is known as co-production. The emphasis on co-delivery and co-production makes recovery colleges distinct from traditional educational practice. Recovery colleges receive operating funds from a variety of organizations, including official health services, non-profit and corporate donations; as well as government employment and education departments2, 7. The existing descriptive literature indicates that the physical location of recovery colleges differs considerably2, 6. Some are in the community (e.g., Calgary Recovery College, Canada), while others are within hospitals and mental health services (e.g., Butabika Recovery College, Uganda). New models are also emerging, such as online recovery colleges (e.g., https://lms.recoverycollegeonline.co.uk/). Given this variation, research comparing different funding and service delivery models is needed. Current evidence indicates that recovery colleges are popular with students, and that college experience can be beneficial to recovery6, 7. Furthermore, colleges can engage people who find existing services unappealing, and are associated with self-reported improvements in several domains, including self-esteem, self-understanding and self-confidence. Futhermore, students have reported a positive impact on occupational, social and service use outcomes. Indeed, recovery colleges have the potential to equip students with new skills that can help their entry into the workforce5, 6, but there is little quantitative research examining specific impact on employment outcomes. Interestingly, a recent empirical study indicates that colleges may have beneficial impacts beyond the student, by positively affecting the attitudes of mental health staff, reducing stigma within health and social service systems, and increasing inclusiveness in wider society9. Research and evaluation examining recovery colleges is expanding, with ongoing studies in Canada, England and elsewhere. That said, most existing research has uncontrolled, single-case or retrospective designs. There is a lack of rigorous quantitative research and there has not been any randomized trial. Nonetheless, this situation is rapidly changing. A recent rigorous study used a controlled before-and-after design to analyze mental health service use in a large sample of recovery college students, finding that students had lower rates of service utilization after attending a college8. Similarly, a 39-college UK study developed and psychometrically validated recovery college implementation checklists and a fidelity scale (available at researchintorecovery.com/recollect) to assess modifiable and non-modifiable components5. This study confirmed that an educational approach and the use of co-production are foundational to recovery colleges. Importantly, most research has occurred in high-income anglophone countries such as the UK, US, Canada and Australia, indicating a need for further research elsewhere. In summary, recovery colleges are a tangible manifestation of the international push to make the mental health system more recovery-oriented1. They are a pioneering intervention that enact much of the theory and evidence surrounding recovery. First, they can help students address functional and educational deficits that contribute to high rates of social exclusion. Second, they can equip students with self-care techniques, encouraging them to successfully manage their illness and take control of their life2. Third, they are based on an effective partnership between experts by experience (peers) and experts by training (clinicians)3. Hence, recovery colleges have the potential to foster individual student recovery, as well as catalyze wider service change and reduce societal stigma6, 9. In conclusion, recovery colleges offer something very different from current pharmacological and psychological interventions. They have enthusiastic proponents, but rigorous evidence about their impact on outcomes is missing. In particular, randomized controlled trials are needed which evaluate their impact on social and functional outcomes, as much as clinical and service use outcomes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.553
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.007

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.089
GPT teacher head0.422
Teacher spread0.334 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations76
Published2019
Admission routes2
Has abstractyes

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