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Record W4287105254

Why Service Users Choose Medication-Free Psychiatric Treatment: A Mixed-Method Study of User Accounts

2021· article· en· W4287105254 on OpenAlexaboutno aff
K Standal, Solbakken OA, J Rugkåsa, Martinsen AR, Halvorsen MS, A Abbass, Heiervang KS

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2021
Typearticle
Languageen
FieldMedicine
TopicMedication Adherence and Compliance
Canadian institutionsnot available
Fundersnot available
KeywordsPsychiatryService (business)PsychologyMedicineComputer scienceBusinessMarketing
DOInot available

Abstract

fetched live from OpenAlex

Kari Standal,1 Ole Andre Solbakken,2 Jorun Rugkåsa,3,4 Astrid Ringen Martinsen,1,2 Margrethe Seeger Halvorsen,2 Allan Abbass,5 Kristin Sverdvik Heiervang6,7 1District Psychiatric Center Nedre Romerike, Division of Mental Health Services, Akershus University Hospital, Lørenskog, Norway; 2Department of Psychology, University of Oslo, Oslo, Norway; 3Health Services Research Unit, Akershus University Hospital, Lørenskog, Norway; 4Centre for Care Research, University of South-Eastern Norway, Porsgrunn, Norway; 5Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada; 6Department of Research and Development, Division of Mental Health Services, Akershus University Hospital, Lørenskog, Norway; 7Centre of Medical Ethics, Faculty of Medicine, University of Oslo, Oslo, NorwayCorrespondence: Kari StandalDistrict Psychiatric Center Nedre Romerike, Division of Mental Health Services, Akershus University Hospital, Postboks 1000, Lørenskog, 1478, NorwayTel +47 679 60 155Email kari.standal@ahus.noPurpose: Medication has been a central part of treatment for severe mental disorders in Western medicine since the 1950s. In 2015, Norwegian Health Authorities decided that Norwegian health regions must have treatment units devoted to medication-free mental health treatment to enhance service users’ freedom of choice. The need for these units has been controversial. The aim of this study was to examine why service users choose medication-free services. This article examines what purpose these units serve in terms of the users’ reasons for choosing this service, what is important for them to receive during the treatment, and what factors lay behind their concerns in terms of medication-related views and experiences.Methods: Questionnaires were answered by 46 participants and 5 participants were interviewed in a mixed-method design integrated with a concurrent triangulation strategy applying thematic analysis and descriptive statistics.Results: Negative effects of medications and unavailable alternatives to medication in ordinary health care were important reasons for wanting medication-free treatment. Medication use may conflict with personal values, attitudes, and beliefs.Conclusion: This study broadens the understanding of why the demand for separate medication-free units has arisen. The findings may contribute to making medication-free treatment an option in mental health care in general. To this end, clinicians are advised to communicate all treatment alternatives to service users and to be mindful of the effect of power imbalances in their interactions with them.Keywords: mental health care, medication-free, choice, psychotropics

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0230.000

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 head0.251
GPT teacher head0.571
Teacher spread0.319 · 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; a candidate call from one teacher head, not a consensus.

Study designObservational
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

Citations1
Published2021
Admission routes1
Has abstractyes

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