Hierarchical Bayesian Model of Worker Response to Proximity Warnings of Construction Safety Hazards: Toward Constant Review of Safety Risk Control Measures

AbstractQuickly changing and complicated workplace conditions, which are typical of construction projects, have always been contributing to the poor safety record of the construction industry. Howe...

[1]  Bradley P. Carlin,et al.  Bayesian Methods for Data Analysis , 2008 .

[2]  Chimay J. Anumba,et al.  Mobile ICT support for construction process improvement , 2006 .

[3]  H. W. Heinrich.  Industrial Accident Prevention , 1941 .

[4]  Heikki Summala,et al.  Brake reaction times and driver behavior analysis , 2000 .

[5]  David B. Dunson,et al.  Bayesian Data Analysis , 2010 .

[6]  Paul Chinowsky,et al.  Safety risk interactions among highway construction work tasks , 2011 .

[7]  Martin Skitmore,et al.  Quantifying Hazard Exposure Using Real-Time Location Data of Construction Workforce and Equipment , 2016 .

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

[9]  Heng Li,et al.  Chirp-spread-spectrum-based real time location system for construction safety management: A case study , 2015 .

[10]  Simon Smith,et al.  Safety hazard identification on construction projects , 2006 .

[11]  Xiaochun Luo,et al.  A field experiment of workers' responses to proximity warnings of static safety hazards on construction sites , 2016 .

[12]  T. Bayes.  An essay towards solving a problem in the doctrine of chances , 2003 .

[13]  T. Speed.  A Correlation for the 21st Century , 2011, Science.

[14]  Allan St John Holt,et al.  Principles of construction safety , 2001 .

[15]  Peter E. Rossi,et al.  Hierarchical Bayes Models: A Practitioners Guide , 2005 .

[16]  Hiromitsu Kumamoto,et al.  Probabilistic Risk Assessment and Management for Engineers and Scientists , 1996 .

[17]  Marc Green,et al.  "How Long Does It Take to Stop?" Methodological Analysis of Driver Perception-Brake Times , 2000 .

[18]  R. B. Blackmon,et al.  IMPROVING CONSTRUCTION SAFETY BY PROVIDING POSITIVE FEEDBACK ON BACKUP ALARMS , 1995 .

[19]  Matthew R. Hallowell,et al.  Integration of safety risk data with highway construction schedules , 2013 .

[20]  Berardo Naticchia,et al.  A proactive system for real-time safety management in construction sites , 2009 .

[21]  Panagiotis Mitropoulos,et al.  New Method for Measuring the Safety Risk of Construction Activities: Task Demand Assessment , 2011 .

[22]  Charles M. Eastman,et al.  BIM-based fall hazard identification and prevention in construction safety planning , 2015 .

[23]  Charles M. Eastman,et al.  Building Information Modeling (BIM) and Safety: Automatic Safety Checking of Construction Models and Schedules , 2013 .

[24]  L. Wasserman,et al.  The Selection of Prior Distributions by Formal Rules , 1996 .

[25]  Tao Cheng,et al.  Proximity hazard indicator for workers-on-foot near miss interactions with construction equipment and geo-referenced hazard areas , 2015 .

[26]  Francis Sullivan,et al.  The Metropolis Algorithm , 2000, Computing in Science & Engineering.

[27]  Chimay J. Anumba,et al.  Ubiquitous location tracking for context-specific information delivery on construction sites , 2008 .

[28]  A R Duff,et al.  Contributing factors in construction accidents. , 2005, Applied ergonomics.

[29]  Cheng Zhang,et al.  Automatic generation of Dynamic Virtual Fences as part of BIM-based prevention program for construction safety , 2012, Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC).

[30]  P. Ray,et al.  Occupational injury and accident research: A comprehensive review , 2012 .

[31]  Hyunsoo Kim,et al.  Automated hazardous area identification using laborers' actual and optimal routes , 2016 .