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Record W4411360892 · doi:10.33137/cpoj.v8i1.44720

GLASS CEILING AMONG FEMALE PROSTHETISTS & ORTHOTISTS: PERCEPTIONS, OPPORTUNITIES AND STRATEGIES FOR MOVING FORWARD

2025· article· en· W4411360892 on OpenAlexafffundvenueabout
Arezoo Eshraghi, Zahra Safaeepour

Bibliographic record

VenueCanadian Prosthetics & Orthotics Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDiversity and Career in Medicine
Canadian institutionsWest Park Healthcare Centre
FundersSimon Fraser UniversityBritish Columbia Institute of Technology
KeywordsGlass ceilingDenialPsychologyCompetence (human resources)SalaryMarital statusNonprobability samplingMedical educationSocial psychologyMedicinePolitical scienceEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: The glass ceiling, a metaphorical barrier hindering women’s career advancement, is prevalent across various sectors, including healthcare. Women have proved their competence as successful senior-level leaders. Despite this, there is still a striking under-representation of female prosthetists and orthotists in leadership positions as managers and business owners. This study investigated the "glass ceiling" phenomenon in the prosthetics and orthotics (P&O) field, where women, despite growing representation in the profession, are underrepresented in leadership roles. OBJECTIVE: This study aimed to examine the beliefs and expectations of female prosthetists and orthotists regarding career advancement and leadership opportunities. METHODOLOGY: This survey study had two sections; the first section was general demographic questions, and any gender could participate but the second section was the Career Pathways Survey (CPS), which assessed beliefs about the glass ceiling and only female practitioners could participate. The survey evaluated four factors: Denial, Resilience, Acceptance, and Resignation, to understand how women perceive their ability to break through the glass ceiling. All individuals with a professional qualification in prosthetics and/or orthotics were eligible to participate. The survey was distributed worldwide through the ISPO and other professional associations. The survey was opened in April 2021 and remained active for six months. FINDINGS: 110 female participants completed the survey. The participants were mainly from North America, Europe and Australia. Findings revealed that factors like age, marital status, and salary were significant predictors of different belief scores, particularly with respect to career acceptance and denial. Results highlighted that women’s beliefs about their career advancement were influenced by their personal life situations, such as having children, and the number of years of professional experience. CONCLUSION: The study calls for organizational reforms to address gender inequalities by implementing policies that support work-life balance, mentoring, and career development. It also emphasizes the importance of further research, particularly examining the intersectionality of gender, race, and other diversity factors, to provide a comprehensive understanding of barriers to leadership in P&O and other healthcare fields. Layman's Abstract This study looked at the "glass ceiling" in the prosthetics and orthotics (P&O) field, where women are often underrepresented in leadership roles despite increasing participation in the profession. It examined how female P&O professionals perceive their career growth and leadership opportunities. Using a survey, the study collected data on age, marital status, salary, and work-life balance to understand how personal circumstances impact women’s beliefs about career advancement. This survey study had two sections; the first section was general demographic questions and any gender could participate but the second section was the Career Pathways Survey, which assessed beliefs about the glass ceiling and only female practitioners could participate. The survey was opened in April 2021 and remained active for six months. 110 female participants completed the survey. The participants were mainly from North America, Europe and Australia. The findings suggested that factors, such as having children or years of experience, influenced how women view their ability to break through the glass ceiling. The study recommends that organizations implement policies supporting work-life balance, mentoring, and career development, and calls for further research into how gender, race, and other diversity factors affect leadership opportunities in healthcare. Article PDF Link: https://jps.library.utoronto.ca/index.php/cpoj/article/view/44720/33990 How To Cite: Eshraghi A, Safaeepour Z. Glass ceiling among female prosthetists & orthotists: Perceptions, opportunities and strategies for moving forward. Canadian Prosthetics & Orthotics Journal. 2025; Volume 8, Issue 1, No. 6. Https://doi.org/10.33137/cpoj.v8i1.44720 Corresponding Author: Arezoo Eshraghi, PhD, CP(c)Affiliation: West Park Healthcare Centre, University Health Network, Toronto, Canada.E-Mail: Arezoo.eshraghi@uhn.caORCID ID: https://orcid.org/0000-0002-1525-8093

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)0.001
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.993
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.037
GPT teacher head0.304
Teacher spread0.266 · 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".

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Citations0
Published2025
Admission routes4
Has abstractyes

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