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Al-Yami, A and Sanni-Anibire, M O (2021) BIM in the Saudi Arabian construction industry: state of the art, benefit and barriers. International Journal of Building Pathology and Adaptation, 39(01), 33-47.

Alzahrani, H, Arif, M, Kaushik, A, Goulding, J and Heesom, D (2021) Artificial neural network analysis of teachers’ performance against thermal comfort. International Journal of Building Pathology and Adaptation, 39(01), 20-32.

  • Type: Journal Article
  • Keywords: artificial neural network; indoor environment quality; teacher's performance; thermal comfort
  • ISBN/ISSN:
  • URL: https://doi.org/10.1108/IJBPA-11-2019-0098
  • Abstract:

    Purpose: The impact of thermal comfort in educational buildings continues to be of major importance in both the design and construction phases. Given this, it is also equally important to understand and appreciate the impact of design decisions on post-occupancy performance, particularly on staff and students. This study aims to present the effect of IEQ on teachers’ performance. This study would provide thermal environment requirements to BIM-led school refurbishment projects. Design/methodology/approach: This paper presents a detailed investigation into the direct impact of thermal parameters (temperature, relative humidity and ventilation rates) on teacher performance. In doing so, the research methodological approach combines explicit mixed-methods using questionnaire surveys and physical measurements of thermal parameters to identify correlation and inference. This was conducted through a single case study using a technical college based in Saudi Arabia. Findings: Findings from this work were used to develop a model using an artificial neural network (ANN) to establish causal relationships. Research findings indicate an optimal temperature range between 23 and 25°C, with a 65% relative humidity and 0.4 m/s ventilation rate. This ratio delivered optimum results for both comfort and performance. Originality/value: This paper presents a unique investigation into the effect of thermal comfort on teacher performance in Saudi Arabia using ANN to conduct data analysis that produced indoor environmental quality optimal temperature and relative humidity range.

Babatunde, S O, Udeaja, C and Adekunle, A O (2021) Barriers to BIM implementation and ways forward to improve its adoption in the Nigerian AEC firms. International Journal of Building Pathology and Adaptation, 39(01), 48-71.

Badi, S, Ochieng, E, Nasaj, M and Papadaki, M (2021) Technological, organisational and environmental determinants of smart contracts adoption: UK construction sector viewpoint. Construction Management and Economics, 39(01), 36–54.

Bordalo, R, de Brito, J, Gaspar, P L and Silva, A (2011) Service life prediction modelling of adhesive ceramic tiling systems. Building Research & Information, 39(01), 66–78.

Chahrour, R, Hafeez, M A, Ahmad, A M, Sulieman, H I, Dawood, H, Rodriguez-Trejo, S, Kassem, M, Naji, K K and Dawood, N (2021) Cost-benefit analysis of BIM-enabled design clash detection and resolution. Construction Management and Economics, 39(01), 55–72.

Heesom, D, Boden, P, Hatfield, A, Rooble, S, Andrews, K and Berwari, H (2021) Developing a collaborative HBIM to integrate tangible and intangible cultural heritage. International Journal of Building Pathology and Adaptation, 39(01), 72-95.

Ismail, Z A (2021) Implementation of BIM technology for knowledge transfer in IBS building maintenance projects. International Journal of Building Pathology and Adaptation, 39(01), 115-34.

Lehtovaara, J, Seppänen, O, Peltokorpi, A, Kujansuu, P and Grönvall, M (2021) How takt production contributes to construction production flow: a theoretical model. Construction Management and Economics, 39(01), 73–95.

Lindblad, H and Karrbom Gustavsson, T (2021) Public clients ability to drive industry change: the case of implementing BIM. Construction Management and Economics, 39(01), 21–35.

Lucke, T and Arthur, S (2011) Plastic pipe pressures in siphonic roof drainage systems. Building Research & Information, 39(01), 79–92.

Munir, M, Kiviniemi, A, Jones, S and Finnegan, S (2021) BIM business value for asset owners: key issues and challenges. International Journal of Building Pathology and Adaptation, 39(01), 135-51.

Newton, P W and Tucker, S N (2011) Pathways to decarbonizing the housing sector: a scenario analysis. Building Research & Information, 39(01), 34–50.

Sandberg, N H, Bergsdal, H and Brattebø, H (2011) Historical energy analysis of the Norwegian dwelling stock. Building Research & Information, 39(01), 1–15.

Sodagar, B, Rai, D, Jones, B, Wihan, J and Fieldson, R (2011) The carbon-reduction potential of straw-bale housing. Building Research & Information, 39(01), 51–65.

Wallhagen, M and Glaumann, M (2011) Design consequences of differences in building assessment tools: a case study. Building Research & Information, 39(01), 16–33.

Woodward, A and Heesom, D (2021) Implementing HBIM on conservation heritage projects: Lessons from renovation case studies. International Journal of Building Pathology and Adaptation, 39(01), 96-114.

Zomer, T, Neely, A, Sacks, R and Parlikad, A (2021) Exploring the influence of socio-historical constructs on BIM implementation: an activity theory perspective. Construction Management and Economics, 39(01), 1–20.