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Record W2786156975

Beyond Lean and the Working Environment

2017· dissertation· en· W2786156975 on OpenAlexaboutno aff
José Miguel Guerreiro Gonçalves

Bibliographic record

VenuePortuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 2017
Typedissertation
Languageen
FieldBusiness, Management and Accounting
TopicQuality and Supply Management
Canadian institutionsnot available
Fundersnot available
KeywordsLean manufacturingEngineeringManufacturing engineering
DOInot available

Abstract

fetched live from OpenAlex

Lean Production System (LPS) has become very popular among manufacturing industries, services and large commercial areas over the years due to its production increase abilities. However, LPS practices can have both negative and positive impacts in worker’s psychosocial factors like motivation, satisfaction and commitment and physical and psychological health factor like musculoskeletal disorders (MSD) and stress. Since LPS is a very broad term, there is no simple relation between LPS implementation and its consequences over work environment and workers. Therefore, it is necessary to study the different factors that can affect the work environment in each case. A wide variety of LPS practices can have negative and positive impacts on workers. Furthermore, the effects of lean may also depend on the sector and country in which it is implemented. There are no studies in the literature that cover all these effects and analyse them together with the involved environment. In this study, articles were collected in scientific publications in the last 26 years and analysed. Results show that Just-in-Time (JIT) practices are strongly related with negative effects in MSDs and stress caused by intensification of work and increase of control over workers. However, JIT practices such as manufacturing cells can increase job enrichment trough multi-skilling. Respect for people practices can act as buffers to lean practices. Job rotation reduces human effort and work pace trough the increase of recovery time. Workgroups create job support acting as buffers to psychosocial factors. Results show a majority of negative effects in the automotive sector and in countries such as Canada, USA and UK. Scandinavian countries have implemented hybrid forms of Lean which are related to an increase in effects such as motivation and job satisfaction. However, the overall analysis is that the effects of lean on workers depend more on the way companies manage and implement it rather than the countries cultural factors. This study can be useful for managers and leaders who seek to transform traditional enterprises into exemplars of lean success, showing the need to balance lean and good working conditions.

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)0.002
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.004
Scholarly communication0.0080.004
Open science0.0010.003
Research integrity0.0010.001
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 head0.067
GPT teacher head0.356
Teacher spread0.289 · 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

Citations0
Published2017
Admission routes1
Has abstractyes

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