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Staff Stress and Morale in Community‐Based Settings for People with Intellectual Disabilities and Challenging Behaviour: A Brief Report

2005· article· en· W2004011092 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

VenueJournal of Applied Research in Intellectual Disabilities · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsnot available
Fundersnot available
KeywordsTurnoverDistressQuarter (Canadian coin)PsychologyAccommodationJob satisfactionNursingMedicineSocial psychologyClinical psychology

Abstract

fetched live from OpenAlex

Background There are no studies that have compared outcomes for staff in different types of supported accommodation for people with intellectual disabilities and challenging behaviour. This study looked at stress, morale and intended job turnover in staff in two types of community‐based residential supports: non‐congregate settings where the minority of residents have challenging behaviour; and congregate settings where the majority of residents have challenging behaviour. Materials and methods A self‐completion survey questionnaire was used to collect information on the basic characteristics of staff, levels of staff stress, job satisfaction and propensity to leave their employment. Results One hundred and fifty‐seven questionnaires were returned from staff, the majority of whom were on fixed‐term contracts. Congregate settings were not associated with higher levels of stress as might be assumed. Overall, over a quarter of staff reached criterion on the General Health Questionnaire‐12 for experiencing emotional distress, and over a third were likely to actively seek new employment in the next year. The greatest perceived sources of stress were lack of resources and lack of staff support. The lowest level of satisfaction was with the rate of pay. Those in non‐congregate settings reported greater perceived stress because of lack of procedures to deal with challenging behaviour. Conclusions High levels of intended staff turnover may be more due to job insecurity and lack of support than service user challenging behaviour. Employers seeking to reduce turnover should pay attention to basic pay and conditions, as well as staff training in appropriate methods for dealing with challenging behaviour.

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)0.008
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.102
GPT teacher head0.400
Teacher spread0.298 · 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