SCALE® Analysis Framework
Incident Analytics developed a 5-step SCALE® analysis technology to determine which incidents merit deep-dive analysis, and the people, operational, and system factors that create the conditions for the unplanned event to occur.
SCALE® is based on evidence-based science and research
Our empirical research into incident investigations and causal analysis has reinforced our understanding that a systems thinking approach is needed to identify and analyse system interactions and systemic causal factors. We realised that we needed a model to explore the connections between people, technology and organisational systems and the incidence of workplace accidents. After years of evidence-based practice, we partnered with the Collaborative Evaluation and Research Centre (CERC) of Federation University who reviewed accident causation literature and models from single large-scale accidents to multiple, and longitudinal accident analysis.
Their research continued to support the evidence that accident causation analysis models focus on errors, malfunctions, and deficiencies rather than a whole of systems approach and remained complex and difficult to interpret. Based upon the core elements of existing models, our own practitioner experience and following the review of the literature, we have continued to refine the models of SCALE®.
SCALE® is a unique, step-by-step methodology designed to understand the why of an incident and determine what actions to take. It employs a structured approach to prioritize incidents with the greatest potential for severe outcomes, focusing analysis on those that matter most. Starting withunderstanding the basis of critical control failures, SCALE® then delves deeply into the human factors contributing to incidents, moving beyond surface-level issues like inattention or carelessness. It also examines upstream factors that create the conditions for incidents to occur. By addressing these elements, SCALE® facilitates the development of impactful corrective actions that enhance control effectiveness.
Severity
Is there potential for a serious incident and what was the specific high risk task context?
Determine what kind of critical risks may have been present while work was being performed.
Assess the potential severity of the event to determine whether a serious outcome was probable before a comprehensive analysis is merited.
Controls
Which (critical) controls - if fully implemented - would have stopped this incident from occurring?
Determine the (critical) controls that could have - if fully implemented - reduced the chance of the incident occurring. Decide whether those controls were fully enabled for the worker to implement and assess the relative merits of those controls.
Antecedents
Which human, operational and organisational system factors helped to set the scene for the incident?
Analyse the human factors that contribute to absent or innefective controls. These include unintended or intended work arounds.
Further analysis is then undertaken on whether operational or organisational influences have set the scene for relevant controls to be poorly implemented or not implemented at all.
Learning
Which of the contributing factors should be prioritised for remediation action?
Examine the (often) many causal findings to ensure that issues affecting acute task exposure are given most urgent priority for action.
Determine which upstream influences are most likely to perpetuate exposure if not addressed.
Exposure
Which actions will have the greatest impact on exposure and reduce the potential for a repeat event?
Development of actions that will address any control erosion factors at a human, operational and organisational level.
Where possible, redesign controls to make them more functional and be more resilient to human error.
Benefits of SCALE®
Reliable
SCALE® is based on evidence-based research and has been applied across numerous high-risk operations. The framework has been applied to both high-severity and low-severity incident contexts and used for governance and assurance purposes.
Repeatable
The SCALE® methodology is scalable for both individual and aggregated analysis of 1000's of incidents where the objective is to improve the eefectiveness of controls.
Systematic
SCALE® is a contemporaneous approach to accident causation and addresses the most critical aspects of critical risk management, human performance, organisational behaviour and operational reliability.
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