The human performance railway operational index - a novel approach to assess human performance for railway operations

Abstract Human error and degraded human performance are associated with more than 80% of all railway accidents worldwide. Research on human performance and human reliability has highlighted the importance of the contextual factors associated with human errors, known as performance shaping factors (PSFs). A major shortcomings of current Human Reliability Analysis techniques, which employ qualitative and quantitative methods for assessing the human contribution to risk, lies with their little capability to model the dependencies among PSFs and to quantify their impact on human performance. This paper presents a novel approach to assess human performance accounting for the dependencies among the relevant PSFs, referred to as Human Performance Railway Operational Index (HuPeROI). The HuPeROI is developed on the integration of the Analytic Network Process and Success Likelihood Index Methodology, using the insights of 52 front-line, managerial and human factors railway personnel, and was demonstrated in three different types of railway operations: regional, high-speed and underground. Findings show that the HuPeROI can be efficiently used to assess operators’ performance as function of the quality of the relevant R-PSFs. Regulatory bodies and other stakeholders can implement the framework within their safety management systems to improve safety of railway operations.

[1]  Katrina M. Groth,et al.  A DATA-INFORMED MODEL OF PERFORMANCE SHAPING FACTORS FOR USE IN HUMAN RELIABILITY ANALYSIS , 2009 .

[2]  Ronald L. Boring,et al.  The Measure of human error: Direct and indirect performance shaping factors , 2007, 2007 IEEE 8th Human Factors and Power Plants and HPRCT 13th Annual Meeting.

[3]  J. Fleiss,et al.  Intraclass correlations: uses in assessing rater reliability. , 1979, Psychological bulletin.

[4]  Shanlin Yang,et al.  A Note on the 1-9 Scale and Index Scale In AHP , 2009 .

[5]  Balbir S. Dhillon Human Reliability and Error in Transportation Systems , 2007 .

[6]  Xiaoguang Zhou,et al.  Fuzzy Analytical Network Process Implementation with Matlab , 2012 .

[7]  Terry K Koo,et al.  A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. , 2016, Journal Chiropractic Medicine.

[8]  Neville Moray,et al.  Analysing and modelling train driver performance. , 2005, Applied ergonomics.

[9]  A. D. Swain,et al.  Handbook of human-reliability analysis with emphasis on nuclear power plant applications. Final report , 1983 .

[10]  M. Stokes,et al.  Reliability of assessment tools in rehabilitation: an illustration of appropriate statistical analyses , 1998, Clinical rehabilitation.

[11]  Paolo Trucco,et al.  Modelling and assessment of dependent performance shaping factors through Analytic Network Process , 2011, Reliab. Eng. Syst. Saf..

[12]  Andy P. Field,et al.  Discovering Statistics Using SPSS , 2000 .

[13]  John R. Wilson,et al.  Human factors in support of a successful railway: a review , 2006, Cognition, Technology & Work.

[14]  Oliver Sträter,et al.  Recovery from equipment failures in ATC: Determination of contextual factors , 2007, Reliab. Eng. Syst. Saf..

[15]  Alenka Hudoklin,et al.  Reliability of railway traffic personnel , 1996 .

[16]  Harold S. Blackman,et al.  Human Reliability and Safety Analysis Data Handbook , 1993 .

[17]  Erik Hollnagel,et al.  Cognitive reliability and error analysis method , 1998 .

[18]  Luis G. Vargas,et al.  Decision Making with the Analytic Network Process: Economic, Political, Social and Technological Applications with Benefits, Opportunities, Costs and Risks , 2013 .

[19]  Ronald L. Boring,et al.  Human Reliability Analysis in the U.S. Nuclear Power Industry: A Comparison of Atomistic and Holistic Methods , 2005 .

[20]  Gudela Grote,et al.  Development and Assessment of Taxonomy for Performance-Shaping Factors for Railway Operations , 2012 .

[21]  John R Wilson,et al.  Rail human factors: Past, present and future. , 2005, Applied ergonomics.

[22]  Arnab Majumdar,et al.  Data Based Framework to Identify the Most Significant Performance Shaping Factors in Railway Operations , 2015 .

[23]  Zhen Chen,et al.  EnvironalPlanning : Analytic Network Process Model for Environmentally Conscious Construction Planning , 2005 .

[24]  Nastaran Dadashi,et al.  Rail Human Factors : Supporting reliability, safety and cost reduction , 2013 .

[25]  T Furuichi,et al.  A fuzzy analytic network process for multi-criteria evaluation of contaminated site remedial countermeasures. , 2008, Journal of environmental management.

[26]  Thomas L. Saaty,et al.  The analytic hierarchy and analytic network measurement processes: Applications to decisions under Risk , 2007 .

[27]  G. R. J. Hockey,et al.  The railway as a socio-technical system: Human factors at the heart of successful rail engineering , 2007 .

[28]  B Kirwan,et al.  Railway action reliability assessment, a railway-specific approach to human error quantification , 2013 .

[29]  Barry Kirwan,et al.  A Guide to Practical Human Reliability Assessment , 1994 .

[30]  Emilie M. Roth,et al.  Using an integrated process of data and modeling in HRA , 2004, Reliab. Eng. Syst. Saf..

[31]  Adrien Presley,et al.  R&D project selection using the analytic network process , 2002, IEEE Trans. Engineering Management.

[32]  Arnab Majumdar,et al.  Impact of European Railway Traffic Management System on Human Performance in Railway Operations , 2013 .

[33]  Sevin Sozer,et al.  Product planning in quality function deployment using a combined analytic network process and goal programming approach , 2003 .

[34]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[35]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[36]  Andrew W Evans,et al.  Fatal train accidents on Europe's railways: 1980-2009. , 2014, Accident; analysis and prevention.

[37]  Frédéric Vanderhaegen,et al.  A non-probabilistic prospective and retrospective human reliability analysis method - application to railway system , 2001, Reliab. Eng. Syst. Saf..

[38]  Theresa Clarke,et al.  Driver performance modelling and its practical application to railway safety. , 2005, Applied ergonomics.

[39]  Kyung S. Park,et al.  A new method for estimating human error probabilities: AHP-SLIM , 2008, Reliab. Eng. Syst. Saf..

[40]  John R. Wilson,et al.  People and Rail Systems: Human Factors at the Heart of the Railway , 2007 .