A path analysis model of individual variables predicting safety behavior and human error: The mediating effect of situation awareness

Mohammadfam, Iraj; Mahdinia, Mohsen; Soltanzadeh, Ahmad; Aliabadi, Mostafa Mirzaei; Soltanian, Ali Reza

doi:10.1016/j.ergon.2021.103144

Cited by 30 publications

(11 citation statements)

References 88 publications

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“…As a result, adequate sleep is associated with improved cognitive performance (e.g., reduced cognitive failures) at work 15 . Because measurements were collected at different points in time, our findings are less likely to be influenced by common method bias.…”

Section: Discussionmentioning

confidence: 99%

“…Similarly, studies have examined the nexus between worker productivity, the construction-worker safety, and construction project performance 13 , 14 . This rising interest is indicative of the increasing importance of this field in the contemporary construction industry 15 .…”

Section: Literature Reviewmentioning

confidence: 99%

“…The literature focusing on the reduction of unsafe human behavior among construction workers is replete with descriptions of its primary causes 5 – 7 , 10 , 11 , 15 – 17 . These primary factors as elicited from literature are discussed in the subsequent section.…”

Section: Literature Reviewmentioning

confidence: 99%

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Establishing the root causes of unsafe behaviors among construction workers: an integrative interpretive structural modeling analysis

Sathvik

Krishnaraj

Awuzie

2023

Sci Rep

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There has been a significant decline in worker productivity at construction sites globally owing to the increase in accidents and fatalities due to unsafe behavior among workers. Although many studies have explored the incidence of unsafe behaviors among construction workers, limited studies have attempted to evaluate the causal factors and to determine the root causes. An integrative interpretive structural modeling analysis of the interrelationships that exist between these causal factors established from relevant literature was conducted in this study to determine the root factors hence bridging this gap. Fifteen causal factors were identified through literature review, and the nature of interrelationships between them was determined using interpretive structural modeling (ISM) and a Cross-impact matrix multiplication applied to classification (MICMAC) analysis. Data was obtained from a purposively selected cohort of experts using semi-structured interviews. The emergent data was subsequently analyzed using the ISM and MICMAC analysis to ascertain the interrelationships between the causal factors. The results of the study showed that age, sleep quality, degree of interaction and workers’ skillsets were the root causes of unsafe behavior among construction workers. Besides engendering the establishment of the root causes of unsafe behavior among construction workers, the results of this study will facilitate the prioritization of appropriate solutions for tackling the menace.

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Section: Discussionmentioning

confidence: 99%

Section: Literature Reviewmentioning

confidence: 99%

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Establishing the root causes of unsafe behaviors among construction workers: an integrative interpretive structural modeling analysis

Sathvik

Krishnaraj

Awuzie

2023

Sci Rep

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“…Partial least squares regression is a new multivariate statistical data analysis method, which mainly studies the regression modeling of multiple dependent variables to multiple independent variables. e partial least squares method is a combination of the advantages of principal component analysis, canonical correlation analysis, and multiple linear regression analysis [27,28]. e path of the PLS model is shown in Figure 6.…”

Section: Pls Path Analysis Modelmentioning

confidence: 99%

Three‐Dimensional Teaching Method for Art Design Major from the Perspective of “Internet Economy”

Zhang

2022

Discrete Dynamics in Nature and Society

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In view of the relevant teaching problems in the field of art and design, in order to study the teaching methods and contents of art design major from the perspective of the Internet economy, the evaluation indexes corresponding to the Internet are introduced into the partial least squares regression (PLS) path analysis model based on the relevant theoretical basis of the Internet. Through the method of model testing and relevant data analysis, the three-dimensional teaching method of art design is discussed, and the art design major is divided into five influencing factors, which are studied, respectively, according to the different influencing degrees. Finally, the model is verified by the experimental method, and the model is used to predict the three-dimensional teaching of art design from the perspective of Internet economy. The research shows that the overall proportion of economic strength remains between 70% and 90%, while the corresponding level of network design is relatively low. This study shows that the impact of economic strength research and related policies on the Internet economy is higher than the corresponding level of network design. Three-dimensional teaching occupies a dominant position in art design major. The proportion of network design and design frontier is relatively small, indicating that three-dimensional and information-based teaching can have a great impact on the art and design major from the perspective of the Internet. Different factors have different influences on art and design majors in Internet economy. The order of influence degree is innovation ability > design expression > design thinking. Based on the realization of Internet theory, this paper studies the three-dimensional teaching method of art design specialty, so as to provide a theoretical basis for the application and research of Internet in other fields.

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“…In their analysis, they focused at the cause-effect correlations of only fifteen relevant factors [13]. A research looked at the impact of a few variables (such as fatigue, and sleeping) on safety performance, as well as the role of situation awareness as a mediating factor [14]. However, these research are necessary to explain the non-dynamic degree of situational awareness elements in emergency scenarios where the observable worker behavior/thoughts are invisible.…”

Section: Introductionmentioning

confidence: 99%

An Agent-Based Model for Situational Awareness at Workplace

2022

IJIES

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Self-awareness emotional intelligence symptoms will be unavoidable in the job. These symptoms are generally regarded as acceptable by certain standards, as they are an important part of keeping people informed (or commonly known as situational awareness). However, the most recent research focuses on external components of situational awareness aspects and lacks adaptable methods to deal with the individual's situational awareness dynamics. This study investigated the use of an agent-based modeling strategy for situational awareness in the workplace. It focuses on environmental and personal factors that influence the level of situational awareness at work in a dynamic way. The outcomes included a range of scenarios that corresponded to various personality traits and environmental conditions. Finally, equilibria analysis and automated logical verification were employed to evaluate this computational model in order to check whether there were any conceptual defects, as indicated in the literature. The suggested computational agent-based model has shown rational behavior patterns that are consistent with existing psychology literature on situational awareness in the workplace.

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A path analysis model of individual variables predicting safety behavior and human error: The mediating effect of situation awareness

Cited by 30 publications

References 88 publications

Establishing the root causes of unsafe behaviors among construction workers: an integrative interpretive structural modeling analysis

Establishing the root causes of unsafe behaviors among construction workers: an integrative interpretive structural modeling analysis

Three‐Dimensional Teaching Method for Art Design Major from the Perspective of “Internet Economy”

An Agent-Based Model for Situational Awareness at Workplace

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