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Record W4200299500 · doi:10.1108/ijlss-08-2020-0134

Improving access to frontline psychosocial services for youths in difficulty by using LSS: an action research case study

2021· article· en· W4200299500 on OpenAlexaffabout
Tasseda Boukherroub, Lysane Ouellet, Guillaume Lemay, Nathalie Bibeau, Diane Thiffault, Nicole M. McNeil

Bibliographic record

VenueInternational Journal of Lean Six Sigma · 2021
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicQuality and Supply Management
Canadian institutionsCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalÉcole de Technologie SupérieureUniversité de Montréal
Fundersnot available
KeywordsKaizenPsychosocialAction researchSix SigmaLean Six SigmaIntervention (counseling)PsychologyQuality circleEvent (particle physics)Quality (philosophy)Applied psychologyProcess managementNursingOperations managementBusinessEngineeringMedicineLean manufacturing

Abstract

fetched live from OpenAlex

Purpose This study aims to improve accessibility to frontline psychological services for youths in difficulty. In the province of Quebec, Canada, the first significant intervention must take place within 30 days for at least 75% of the clients. Achieving this target is challenging. This was observed in the Youth Programme of a health-care network in Montreal (Centre Intégré (Universitaire) de la Santé et des Services Sociaux Centre-Sud-de-l’île-de-Montréal). Design/methodology/approach Lean Six Sigma (LSS) approach within the Action Research methodology was used. Define, Measure, Analyse, Innovate, Implement and Control structure combined with Lean techniques and a Kaizen event were implemented. Findings In total 69% of the clients have now had their first intervention within 30 days and 91% within 60 days. Improving accessibility to frontline services led to improving accessibility to second-line services. Communicating performance objectives to employees led to increasing their awareness about the importance of performance assessment and their willingness to contribute to improvement. The Kaizen event was a driving force that enabled more collaboration and trust. The participation of a partner-client in the Kaizen helped finding client-centred solutions. The large number of participants in the Kaizen added complexity. Research limitations/implications It was difficult to sort and rank a large number of solutions during the Kaizen. The impact of hiring additional employees has not been investigated. Despite the significant improvements, the targets were not achieved. More research is required to identify more accurately critical factors that have a major impact on the success of LSS projects involving complex processes. Originality/value This study contributes to the body of knowledge in Lean health care. It describes Lean tools/techniques used, solution implementation and improvements achieved in a real context. 10 success factors and 4 challenges were identified. The study provides a model for other organizations for developing their own roadmap to improve accessibility to their services, notably in large and complex processes.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.619
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0010.000
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 head0.174
GPT teacher head0.456
Teacher spread0.283 · 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 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

Citations8
Published2021
Admission routes2
Has abstractyes

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