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Record W7103619771

Office facilities in Finnish construction sites - A study on site office supply and its impact on construction site manager's well-being and work efficiency

2024· other· fi· W7103619771 on OpenAlexaboutno aff

Bibliographic record

VenueAaltodoc (Aalto University) · 2024
Typeother
Languagefi
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)Profitability indexConstruction industryWorkloadConstruction managementQuarter (Canadian coin)Product (mathematics)Empirical research
DOInot available

Abstract

fetched live from OpenAlex

This master's thesis examined the role of construction site office facilities in promoting occupational well-being and work efficiency in the Finnish construction industry. The significance of the study is particularly emphasized now as the industry faces major profitability challenges due to rising interest rates and increasing construction costs. The construction industry forms a significant part of the Finnish national economy, accounting for approximately 8.6% of total gross domestic product and employing about 7.6% of the employed workforce.\n\nThe work included an extensive literature review and empirical research. The empirical research was conducted using survey research methods. The survey was aimed at companies providing construction site office facilities in Finland, with 21 out of 51 companies responding (response rate 41%). The research was guided by five key research questions, which addressed the development of facility markets; definitions of occupational well-being and work efficiency; the state of occupational well-being and work efficiency in the construction industry; the impact of facility properties on its users; and the current level of construction site facility offerings.\n\nThe literature review found significant challenges in the occupational well-being of construction site personnel. About a quarter of general site supervisors and one-fifth of site supervisors frequently or almost continuously experience stress. The mental workload is at a particularly concerning level: 70% of general site supervisors find their work mentally at least somewhat stressful. Only about 60% of site management believes they will work until retirement age.\n\nThe survey showed that while 83% of industry operators reported considering factors of occupational well-being and work efficiency in the design of construction site office facilities, significant deficiencies were found in practical implementation across many areas. Particularly acoustics, ergonomics, indoor air quality, and digital solutions received little attention. The range of additional services also proved limited.\n\nResearch reveals three significant conclusions regarding construction site office facilities in Finland in 2024: 1) More attention should be paid to the importance of site offices in promoting occupational well-being and work efficiency, as construction site personnel spend a considerable part of their careers in these facilities. 2) The current approach, which focuses on basic features of site offices, requires a more comprehensive examination, considering various spatial characteristics that support occupational well-being and work efficiency in a more balanced way. 3) Site office facility providers should expand their business with more comprehensive service concepts and "turnkey"; -solutions, as the current range of auxiliary services is generally limited and fragmented. \n\nFurther research is recommended from two perspectives: long-term research on the effects of construction site office facilities in Finland and international comparative research. Long-term research would include regular measurements of facility characteristics and employee well-being. International comparison, in turn, could bring new perspectives and innovative solutions to the Finnish market. Despite the limitations of the study, the results provide valuable information for developing the industry and improving occupational well-being in the construction sector.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.500
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0080.005
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.012

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 head0.009
GPT teacher head0.224
Teacher spread0.215 · 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; both teacher heads agree on what is shown here.

Study designObservational
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
Published2024
Admission routes1
Has abstractyes

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