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Record W7112409024

Identifying Motivators for Retention of Service Workers in Youth Group Care Programs

2025· article· W7112409024 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarWorks (Walden University) · 2025
Typearticle
Language
FieldSocial Sciences
TopicChild Welfare and Adoption
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisWorkforceMentorshipEmpowermentPsychological resilienceService (business)Qualitative researchSocial workPeer support
DOInot available

Abstract

fetched live from OpenAlex

Residential group care programs in Calgary, Alberta, Canada face challenges in recruiting and retaining qualified human service workers. This workforce retention issue affects the quality of care provided to vulnerable children and youth, as well as the overall stability of residential group care. The purpose of this qualitative action research study was to explore why service workers in front-line jobs choose to stay in their positions in youth-serving residential group care programs, guided by Herzberg’s two-factor theory of motivation. Nine participants were recruited through purposeful sampling via social media and email, with the criterion that they had been employed at a residential group care program in Calgary, Alberta, for at least 1 year. Data were analyzed using thematic coding and inductive analysis. Key results included diversity of roles and employment length, fulfillment of purpose, commitment to youth and improving care systems, pursuit of professional growth, fulfillment from witnessing youth growth, satisfaction from improving professionally, reliance on supports, connection to people and the work, resilience to manage the demands of the work, suggested improvements to increase retention, and alignment to residential group care work. Recommendations included developing and prioritizing structured and ongoing relational supervision practices, creating a peer mentorship program and sector-wide network for new and emerging human service workers, and advocating for increasing compensation and equity across the sector. This study may lead to positive social change by enhancing services to children and youth in residential group care programs, thereby increasing the retention rates of human service workers.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.781
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.006
Science and technology studies0.0010.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0010.001
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 head0.031
GPT teacher head0.264
Teacher spread0.234 · 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