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Record W4403514261 · doi:10.26522/ssj.v18i3.4066

Mental Health in Kenya: Tensions Between Human Rights Approaches and Colonial Care

2024· article· en· W4403514261 on OpenAlexafffundvenue
Kaitlin Di Pierdomenico, Mohamed Ibrahim, Michael Njenga, Marina Morrow, Rianna Warkentin

Bibliographic record

VenueStudies in Social Justice · 2024
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsFraser HealthUniversity of British ColumbiaYork University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsColonialismHuman rightsMental healthMental health carePolitical scienceSociologyEconomic growthHealth careDevelopment economicsPsychologyEconomicsLawPsychiatry

Abstract

fetched live from OpenAlex

The mental health situation in Kenya has been termed a silent epidemic threatening the mental wellbeing of the population. Deeply entrenched stigma and discrimination is systematic and directly influences access to mental health care, human rights violations, and social exclusion. Despite commitments to improve mental health care infrastructure, the ongoing impact of colonization perpetuates biomedical responses to mental health. Kenya ratified the UN Convention on the Rights of Persons with Disabilities (CRPD) in 2008 though mental health, criminal, and civil laws continue to be in violation of the Convention. We take a human rights and equity lens to critically analyze the biomedical dominance in mental health policy and practice. We employ an intersectional analytic framework to contextualize experiences of mental health injustices and apply aspects of an Intersectionality Based Policy Analysis Framework to the Ministry of Health’s Kenya Mental Health Policy 2015-2030 (2015) and the Ministry of East African Community (EAC) Labour and Social Protection’s National Plan of Action on Implementation of Recommendations made by the Committee on the Rights of Persons with Disabilities (2016) to explore how policy discourses influence understandings of mental health and responses. We analyze a disjuncture between human rights and social determinants framings of mental health in policy, and how a default to western biomedical solutions for addressing mental distress dominate institutionally and in practice. We urge the Kenyan government to abolish coercive mental health practices, remove systemic barriers that hinder participation, and establish supports to empower people with psychosocial disabilities and their organizational representatives (USP-Kenya) to ensure mental health responses are consistent with international human rights treaties.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.479
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

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

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 head0.139
GPT teacher head0.454
Teacher spread0.315 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations0
Published2024
Admission routes3
Has abstractyes

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