Using Network Analysis to Model Fall Hazards on Construction Projects

Safety risk quantification, integration, and management are emerging preconstruction strategies that have significant potential to impact construction safety performance. Unfortunately, current risk assessment strategies have limited practical application because every new infrastructure feature and construction method must be individually evaluated using laborious research processes and data from previous failures. In order to address this limitation, this research tested the hypothesis that the risk of worker injury in dynamic construction environments is the direct result of the temporal and spatial interactions among a limited number of identifiable and quantifiable task and object attributes. To test this hypothesis, a content analysis was conducted on 105 National Institute of Occupational Safety and Health Fatality Assessment and Control Evaluations reports. Attributes that contribute to incidents were identified and their relative risks were quantified according to frequency and severity of accidents that they have caused. Clusters and interactions among attributes were also modeled using Social Network Analysis (SNA) method. Ultimately, these research results can be used to improve the integration of safety information with building information models, project schedules, and architectural design. It is expected that the flexibility of the proposed approach will overcome most risk integration barriers that have been observed in the past decade.

[1]  Tariq S. Abdelhamid,et al.  Identifying Root Causes of Construction Accidents , 2001 .

[2]  Amarjit Singh,et al.  Fall protection analysis for workers on residential roofs , 1998 .

[3]  Anthony Suruda,et al.  Fatal work-related falls from roofs , 1995 .

[4]  Alex Bavelas,et al.  Communication Patterns in Task‐Oriented Groups , 1950 .

[5]  O. Kolton,et al.  Model for Automated Monitoring of Fall Hazards in Building Construction , 2006 .

[6]  Roel Popping,et al.  Computer-supported Content Analysis: Some Recent Developments , 1993 .

[7]  T. Michael Toole,et al.  Construction Site Safety Roles , 2002 .

[8]  Martin G. Helander,et al.  Safety hazards and motivation for safe work in the construction industry , 1991 .

[9]  Roel Popping,et al.  On Agreement Indices for Nominal Data , 1988 .

[10]  Stewart Young CONSTRUCTION SAFETY: A VISION FOR THE FUTURE , 1996 .

[11]  N. M. Samelson,et al.  Owner's Guidelines for Selecting Safe Contractors , 1982 .

[12]  Christopher A. Janicak,et al.  Fall-Related Deaths in the Construction Industry , 1998 .

[13]  Valentina Hlebec,et al.  Reliability of measures of centrality and prominence , 2005, Soc. Networks.

[14]  Osama Abudayyeh,et al.  Occupational Injuries and Fatalities in the Roofing Contracting Industry , 2005 .

[15]  M Gillen,et al.  Injury severity associated with nonfatal construction falls. , 1997, American journal of industrial medicine.

[16]  Jimmie Hinze,et al.  The Nature of Struck-by Accidents , 2005 .

[17]  D. Weiss,et al.  Interrater reliability and agreement of subjective judgments , 1975 .

[18]  R. Kolbe,et al.  Content-Analysis Research: An Examination of Applications with Directives for Improving Research Reliability and Objectivity , 1991 .

[19]  Jimmie Hinze,et al.  Safety: Function of Job Control , 1978 .

[20]  D. McVittie,et al.  Controlling injury hazards in construction. , 1995, Occupational Medicine.

[21]  Hester J Lipscomb,et al.  Falls in Residential Carpentry and Drywall Installation: Findings From Active Injury Surveillance With Union Carpenters , 2003, Journal of occupational and environmental medicine.

[22]  Linda Forst,et al.  Fatal Falls in the US Construction Industry, 1990 to 1999 , 2001, Journal of occupational and environmental medicine.

[23]  Paul Chinowsky,et al.  Social Network Model of Construction , 2008 .

[24]  J. E. Beavers,et al.  Steel Erection Fatalities in the Construction Industry , 2009 .

[25]  Jimmie Hinze,et al.  Viability of Designing for Construction Worker Safety , 2005 .

[26]  L. Freeman Segregation in Social Networks , 1978 .

[27]  Hester J Lipscomb,et al.  Analysis of Text From Injury Reports Improves Understanding of Construction Falls , 2004, Journal of occupational and environmental medicine.

[28]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[29]  John G. Everett,et al.  Costs of accidents and injuries to the construction industry , 1996 .

[30]  Jack H. Willenbrock,et al.  Conceptual Framework for Computer‐Based, Construction Safety Control , 1990 .

[31]  Paul Chinowsky,et al.  Project Organizations as Social Networks , 2010 .

[32]  W. D. Perreault,et al.  Reliability of Nominal Data Based on Qualitative Judgments , 1989 .

[33]  F P Rivara,et al.  Prevention of falls in the construction industry: evidence for program effectiveness. , 2000, American journal of preventive medicine.