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Record W2302325670 · doi:10.14288/1.0090814

Striking balance, enjoying challenge : how social workers in child protection stay on the high wire

2009· article· en· W2302325670 on OpenAlexaff
Wendy Gale Nordick

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsBalance (ability)Social protectionBusinessComputer securityForensic engineeringPolitical scienceEngineeringMedicineComputer scienceLawPhysical medicine and rehabilitation

Abstract

fetched live from OpenAlex

Social work scholars have documented the vicarious trauma, burnout and compassion fatigue experienced by social workers involved with abused children with the attendant effects of high absenteeism and worker turnover. However, a mysterious phenomenon exists in child protection. Certain workers not only avoid burnout and survive in their jobs, they thrive. The purpose of this thesis is to describe exploratory research findings, which begin to explain how some career child protection workers avoid burnout, survive and thrive in a chaotic system. The author, using grounded theory methods, reviews the literature and describes the interviews of six "healthy" child protection workers who defy the stress of their work. The research also describes the interviews of two workers who had succumbed to stress. It is discovered from the data that child protection workers balance on a high wire of challenge and like it! Ten sub-processes describe how this balance is achieved despite the difficult work. Risk factors and warning signs threaten their balance, but workers apply two additional processes to steady their balance. In addition, a rare occupational gift is revealed; these career child protection workers love their labour and provide a labour of love. This study has limitations. As a result, only a tentative discussion on policy implications for educators, supervisors, administrators and practitioners is presented. This discussion explores factors that may contribute to decreased absenteeism, increased job satisfaction and perhaps most important, better service to children and families.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.969
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.229
Teacher spread0.207 · 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 teacher head, not a consensus.

Study designOther design
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

Citations2
Published2009
Admission routes1
Has abstractyes

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