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Record W4327731509 · doi:10.1177/14680173231162499

Impact of COVID-19 on social work field education: Perspectives of Canadian social work students

2023· article· en· W4327731509 on OpenAlexafffundabout
Cara Au, Julie Drolet, Vibha Kaushik, Grant Charles, Mónica Ruíz Franco, Jesse Henton, Marina Hirning, Sheri M. McConnell, David Nicholas, Amanda B. Nickerson, Jessica Ossais, Heather Shenton, Tamara Sussman, Gabriela Verdicchio, Christine A. Walsh, Jayden Wickman

Bibliographic record

VenueJournal of Social Work · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsMcGill UniversityMemorial University of NewfoundlandUniversity of British ColumbiaUniversity of Calgary
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPracticumThematic analysisMental healthMedical educationPsychologyFlexibility (engineering)BachelorPublic relationsPedagogyQualitative researchSociologyMedicinePolitical scienceManagement

Abstract

fetched live from OpenAlex

Summary: Social work field education has experienced major disruptions due to the COVID-19 pandemic, while also embracing new opportunities to grow. The Transforming the Field Education Landscape research partnership developed a cross-sectional web-based survey with closed- and open-ended questions to understand student perceptions of COVID-19's impacts on social work field education. The survey opened during the first wave of the pandemic from July 8 to 29, 2020 and was completed by 367 Bachelor of Social Work (BSW) and Master of Social Work (MSW) students across Canada. Quantitative and qualitative data were analyzed using descriptive statistics and thematic analysis. Findings: Respondents experienced reduced practicum hours and placements terminating early or moving online. Students were concerned about gaining adequate experience for future job prospects. They were generally positive about academic institutional responses to COVID-19 but described financial challenges with tuition costs and a lack of paid practica. Respondents were mostly satisfied with practicum supervision. They experienced negative impacts of COVID-19 on mental health with isolation and remote learning and described a lack of institutional mental health support. Students were concerned with missing direct practice skills, while some students reported more flexible hours, access to online events beyond their region, and increased research experience. They expressed a need for practicum flexibility and accommodation. Applications: Recommendations include an increase in flexibility and accommodations for practicum students, exchanges of promising and wise field education practices, and accessible postsecondary mental health supports. Professional development opportunities should support graduates who missed learning opportunities in their practicum.

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)0.004
metaresearch head score (Gemma)0.004
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 score0.062
Threshold uncertainty score0.450

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0290.006
Scholarly communication0.0080.002
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0070.001

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 head0.069
GPT teacher head0.465
Teacher spread0.396 · 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

Citations11
Published2023
Admission routes3
Has abstractyes

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