MétaCan
Menu
Back to cohort
Record W7132927313

Understanding Student Experiences in School Psychology Doctoral Programs: A Case Study Exploring Ontario’s School Psychologist Recruitment and Retention

2025· dissertation· W7132927313 on OpenAlexaffabout
Courtney Michelle Moody

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldPsychology
TopicCounseling Practices and Supervision
Canadian institutionsEmployment and Social Development Canada
Fundersnot available
KeywordsPracticumSchool psychologyThematic analysisCourseworkMental healthService delivery frameworkService (business)Identity (music)Professional developmentQualitative research
DOInot available

Abstract

fetched live from OpenAlex

The persistent shortage of school psychologists in Ontario's K-12 schools significantly impacts students' access to essential mental health and academic support services. Despite the critical nature of this shortage, limited research exists examining why school psychology graduates choose to work outside the education system. This qualitative case study investigated the experiences and perspectives of nine doctoral students enrolled in Ontario's three school psychology graduate programs to understand the factors influencing their career decisions. Semi-structured interviews explored participants' program experiences, practicum placements, and workplace preferences. Thematic analysis revealed three primary themes: (1) Challenges to Professional Identity (PI) and PI Development—including the perceived status of school psychology, the scope of practice and misalignment between training and practice, and ethical conflicts between professional guidelines and school board practices; (2) Importance of Connection and Collaboration—highlighting the benefit of supportive program faculty and placement supervisors, the value of sustained relationships with colleagues, families, and students, and the barriers created by the current service delivery models; and (3) Weighing the Practicalities—encompassing concerns around program coursework and school board placement logistics, as well as work-life balance and schedule flexibility. The findings suggest that addressing the school psychologist shortage requires a multifaceted approach: school boards must expand service delivery models and offer flexible employment options, while doctoral programs need to provide more comprehensive training across all competency areas. Additionally, strengthening collaboration between universities and school boards, coupled with initiatives to encourage practitioners to supervise and teach, is essential for building a sustainable pipeline of school psychologists in educational settings. This study contributes novel insights into how graduate training experiences shape career decisions and offers specific recommendations for systemic change.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.450
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.003
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 head0.594
GPT teacher head0.521
Teacher spread0.073 · 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 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 routes2
Has abstractyes

Explore more

Same venueTSpaceSame topicCounseling Practices and SupervisionFrench-language works237,207