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Record W1604437508

Enhancing Sustainability Practices in Canadian Construction Industry: A Case for an Academic Program in Sustainability

2014· article· en· W1604437508 on OpenAlexaffabout
Faisal Manzoor Arain

Bibliographic record

VenueSSRN Electronic Journal · 2014
Typearticle
Languageen
FieldEngineering
TopicSustainable Building Design and Assessment
Canadian institutionsNorthern Alberta Institute of Technology
Fundersnot available
KeywordsSustainabilityCompetence (human resources)BusinessSustainability organizationsSustainable developmentSustainability scienceConstruction industryConstruction managementEconomic growthEngineeringManagementEconomicsPolitical scienceCivil engineering
DOInot available

Abstract

fetched live from OpenAlex

Sustainability in all aspects of our life is certainly an emerging trend. All industries including Construction Industry are taking active initiatives to support sustainability practices. Construction always has been a major player in Canada's economy. In the global economy, construction occupies a still larger position. Around the world this industry accounts for $8 trillion a year of economic activity or about 15% of the world’s GDP. Moreover, this amount is projected to grow to $12 trillion by 2020. During this time period, Canada is expected to move from seventh to fifth place in terms of the world’s largest construction market. This emphasizes the need for aptly trained professional in all domains of sustainability. Sustainable development issues and environmental concerns are becoming popular with Canada’s construction industry’s ever increasing activities. Contemporary construction practices adhere to traditional methods of construction; negative environmental impact during and after construction phase is certainly an area of interest for construction professionals. Technological advancements in the engineering and construction industry is contributing to achieving sustainable construction practices, however industry has been complaining regarding lack of training/education to produce construction professionals with sustainability competencies. There is a growing need for construction professionals with sustainability skillsets, which are crucial for enhancing sustainability practices, especially given the growing complexity of construction projects and construction-related environmental law. Academic institutions have a responsibility to address this emerging need of the industry to support national economy. The competence of an academic program in the core area of sustainable built environment is in imparting to its students the necessary expertise to practice professionally for promoting and enhancing sustainability practices at every level of the industry. The study identifies the need for an academic program in sustainability in Alberta, Canada. To achieve the study objectives, an extensive review of existing training programs in the domain of sustainability is carried out. The study also identifies emerging trends in sustainability practices in the industry. This forms the basis for a proposed academic program for training professionals to address emerging needs of the industry in the sustainability domain. The study suggests that a baccalaureate level program in sustainability will help training our students better to address the needs of sustainability professionals in the local and global built environment industries that await them. There is a dire need for the proposed educational program that should address the required skillset to produce career ready professionals for sustainable practices in construction industry. The study findings would be of interest to sustainability experts, construction professionals, and faculty involved with sustainable built environment education.

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)0.007
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.634
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.005
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 head0.011
GPT teacher head0.316
Teacher spread0.305 · 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 designTheoretical or conceptual
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

Citations3
Published2014
Admission routes2
Has abstractyes

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