MétaCan
Menu
Back to cohort
Record W7046130238

From Clinical Practice to System Change: A Critical Realist Qualitative Study of Social Workers' Perspectives on Borderline Personality Disorder Care Delivery in Ontario

2025· dissertation· en· W7046130238 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2025
Typedissertation
Languageen
FieldSocial Sciences
TopicCritical Realism in Sociology
Canadian institutionsnot available
Fundersnot available
KeywordsHealth careQualitative researchSocial workBorderline personality disorderQualitative propertyStigma (botany)Social stigma
DOInot available

Abstract

fetched live from OpenAlex

This manuscript-based dissertation examines how social workers in Ontario experience and understand providing care to people living with Borderline Personality Disorder (PLBPD), with particular attention to structural barriers and systemic challenges in care delivery. Through 41 in-depth interviews with social workers across diverse practice settings, this research illuminates the complex intersections between individual care experiences, professional practice, and broader systemic factors that shape BPD care provision. The dissertation consists of four manuscripts that progressively build upon each other: The first manuscript details innovative methodological approaches to conducting qualitative research during the COVID-19 pandemic, highlighting the opportunities and challenges of remote data collection. The second manuscript demonstrates the application of Critical Realism (CR) methodology in social work research, providing a detailed framework for examining complex social phenomena. The third manuscript analyzes how provider-based stigma and interprofessional dynamics impact care delivery for PLBPD, revealing both individual and structural barriers to effective care. The fourth manuscript examines structural barriers within Ontario's healthcare system, identifying how system fragmentation, resource constraints, and social determinants of health create compounding challenges in BPD care delivery. Key findings reveal that while social workers recognize BPD as a complex diagnosis requiring comprehensive support, they face significant challenges in providing effective care due to limited resources, inadequate training, and systemic barriers. The research identifies four interconnected themes across the manuscripts: (1) the impact of healthcare system fragmentation on care coordination; (2) the persistence of provider-based stigma despite increasing awareness; (3) the intersection of social determinants of health with care access; and (4) the need for collaborative, integrated approaches to care delivery. This dissertation makes several significant contributions to the field. Methodologically, it provides a detailed example of applying critical realist analysis to complex healthcare phenomena. Empirically, it offers new insights into how structural mechanisms shape both individual care experiences and systemic outcomes in BPD care delivery. Practically, it identifies specific opportunities for healthcare system reform while highlighting the crucial role of social workers in addressing both immediate care needs and broader systemic barriers. Findings indicate that addressing BPD care requires moving beyond individual clinical interventions toward coordinated system-level responses, including integrated care pathways, anti-stigma initiatives at institutional levels, and enhanced workforce development. Keywords: Borderline Personality Disorder, healthcare systems, structural stigma, social work, critical realism, qualitative research

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.356
Threshold uncertainty score0.717

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.023
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0330.033
Scholarly communication0.0080.004
Open science0.0030.009
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.087
GPT teacher head0.446
Teacher spread0.358 · 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 source (direct Gemma or distilled Codex), 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueScholarship at UWindsor (University of Windsor)Same topicCritical Realism in SociologyFrench-language works237,207