Evaluating The Utility of DoD Hfacs Using Lifted Probabilities

The Department of Defense continues to invest in the development and validation of several accident investigation and reporting methodologies geared toward the accurate analysis of human factors issues. Recently, a joint memorandum of agreement was signed by each of the military services to use the DoD Human Factors Analysis and Classification System (HFACS). While a great deal of research has been devoted to assessing the validity of HFACS as applied to DoD mishaps, less research has focused on the utility of the model as both an accident investigation and reporting tool. The primary aim of this research was to apply lifted rule probabilities at the nanocode level within HFACS to identify common linkages within the DoD version of HFACS.

[1]  Paul O'Connor,et al.  Evaluation of a Human Factors Analysis and Classification System as used by simulated mishap boards. , 2011, Aviation, space, and environmental medicine.

[2]  Scott A. Shappell,et al.  A Human Error Analysis of General Aviation Controlled Flight Into Terrain Accidents Occurring Between 1990-1998 , 2003 .

[3]  Don Harris,et al.  Pilot error and its relationship with higher organizational levels: HFACS analysis of 523 accidents. , 2006, Aviation, space, and environmental medicine.

[4]  Paul O'Connor,et al.  HFACS with an additional layer of granularity: validity and utility in accident analysis. , 2008, Aviation, space, and environmental medicine.

[5]  I. Moosa Operational risk management , 2007 .

[6]  Tomasz Imielinski,et al.  Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.

[7]  J. Shaoul Human Error , 1973, Nature.

[8]  Joseph V. Cohn,et al.  Human performance enhancement in high-risk environments : insights, developments, and future directions from military research , 2010 .

[9]  J Reason,et al.  The contribution of latent human failures to the breakdown of complex systems. , 1990, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[10]  Scott A. Shappell,et al.  Human Error and Accident Causation Theories, Frameworks and Analytical Techniques: An Annotated Bibliography , 2000 .

[11]  D A Wiegmann,et al.  Human error analysis of commercial aviation accidents: application of the Human Factors Analysis and Classification system (HFACS). , 2001, Aviation, space, and environmental medicine.

[12]  Anthony P Tvaryanas,et al.  Human factors in remotely piloted aircraft operations: HFACS analysis of 221 mishaps over 10 years. , 2006, Aviation, space, and environmental medicine.

[13]  Chun Zhang,et al.  Storing and querying ordered XML using a relational database system , 2002, SIGMOD '02.

[14]  Kxis M Belland,et al.  Carrier air wing mishap reduction using a human factors classification system and risk management. , 2010, Aviation, space, and environmental medicine.