This is a preprint output and may not have been subjected to formal peer review
Abstract
Existing research on public attitudes towards fire safety and evacuation has predominantly employed traditional methodologies. While these methods have provided valuable insights, they are limited in their ability to capture the full spectrum of public. Moreover, a significant gap exists in the literature regarding the broader population's concerns of how the general public perceives and responds to building safety regulations, particularly in the context of new legislation like the Building Safety Act (BSA) 2022. To address these gaps, this study adopts a novel approach by analysing social media data, specifically YouTube, to capture a wider range of public sentiments towards the BSA 2022. A total of 3577 data points reflecting the general public's views were gathered, processed, and examined using sentiment analysis, k-means clustering and Latent Dirichlet Allocation text mining techniques for topic modelling. Findings reveal nine clusters each for the positive and negative sentiments. The overall findings reveal that the public expressed positive sentiments (20%), negative sentiments (4%), and neutral sentiments (76%) towards (Building Safety Act, 2022). The study posits recommendations from the public’s sentiments for policy makers to leverage on.
Official URL
More Information
Divisions: | School of Built Environment, Engineering and Computing |
---|---|
Identification Number: | https://doi.org/10.2139/ssrn.4945513 |
Status: | Published |
Refereed: | No |
Publisher: | Elsevier |
SWORD Depositor: | Symplectic |
Depositing User (symplectic) | Deposited by Dauda, Jamiu |
Date Deposited: | 25 Sep 2024 15:27 |
Last Modified: | 25 Sep 2024 16:51 |
Item Type: | Preprint |
Download
Due to copyright restrictions, this file is not available for public download. For more information please email openaccess@leedsbeckett.ac.uk.
Export Citation
Explore Further
Read more research from the author(s):