QRAM a Qualitative Occupational Safety Risk Assessment Model for the construction industry that incorporate uncertainties by the use of fuzzy sets

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QRAM a Qualitative Occupational Safety Risk Assessment Model for the construction industry that incorporate uncertainties by the use of fuzzy sets
Abel Pinto ⇑
Safe@Work, Independent Safety Research Group, Avenida do Mar, no. 30, 5 esq, 2825-476 Costa da Caparica, Portugal
a r t i c l e i n f o
Article history:
Received 16 August 2013
Received in revised form 19 October 2013
Accepted 29 October 2013
Available online 27 November 2013
Keywords:
Qualitative risk assessment
Construction industry
Occupational safety
Fuzzy sets
Qualitative model
a b s t r a c t
Occupational safety risk assessment is the core of safety practices. Is a complex process that requires the
consideration of sundry parameters, which are often difficult to quantify.
This paper presents the new developed fuzzy QRAM model, which intends to support construction
companies in carrying out their responsibilities to reduce occupational safety risks. The innovative
aspects of QRAM model is to embody assess of the safety climate and the safety barriers effectiveness
as assessment dimensions and the use of fuzzy sets theory to enhance the use of imprecise and incomplete
information, elicited by linguistic variables.
The QRAM model was designed based on the best academic and empirical knowledge about safety risks
on construction industry, biomechanical data and laws of physics, chemistry and engineering.
The lack of credible and accurate data, resulting from the in-depth investigation of work accidents in
construction industry was the greatest difficulty in carry-out this work.
QRAM was, firstly evaluated by ‘‘peer’’ review, with 12 safety experts from Brazil (2), Bulgaria (1),
Greece (3), Turkey (3) and Portugal (3) and, then, appraised by comparing QRAM with 2 other occupational
safety risk assessment techniques.
The safety experts evaluators concluded that: (a) QRAM is a versatile tool to assess occupational safety
risk assessment on construction sites; ( the specific checklists for knowledge elicitation are a good aid
and enhance the process objectivity, and © the use of linguistic variables is a better way to rate the risk
factors thus to render the risk assessment process more objective and reliable.

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