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Pediatric Informatics: Computer Applications in Child Health (Health ...

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370 M. Apkon<br />

Fig. 29.1 Hazards and harm<br />

DANGER<br />

of actions by <strong>in</strong>dividuals. Although errors may well contribute to system failures,<br />

not all failures are caused by errors.<br />

The risks of errors be<strong>in</strong>g committed or other failures occurr<strong>in</strong>g are examples<br />

of dangers or hazards <strong>in</strong> the environment that can contribute to harm or other<br />

undesirable effects. James Reason is an organizational safety expert who has developed<br />

a useful and widely used model relat<strong>in</strong>g these hazards to harm. 2 In Reason’s<br />

model (Fig. 29.1), hazards are an <strong>in</strong>evitable property of our systems. Organizations<br />

typically provide multiple layers of defenses that prevent, detect, or <strong>in</strong>tercept<br />

potential failures and provide a means of protect<strong>in</strong>g the system from caus<strong>in</strong>g harm.<br />

However, we must recognize that these defenses are <strong>in</strong>complete. For example,<br />

defenses might not be developed for certa<strong>in</strong> hazards or they might not operate under<br />

every possible condition. When hazards are not <strong>in</strong>tercepted, there is the potential to<br />

cause harm or loss and result <strong>in</strong>, what Reason terms, an accident.<br />

This model of accident causation suggests three broad strategies for system<br />

improvement: (1) elim<strong>in</strong>at<strong>in</strong>g hazards; (2) elevat<strong>in</strong>g defenses; and, (3) ensur<strong>in</strong>g<br />

rescue should an accident occur. Improvement requires not only an awareness that<br />

errors, failures, and accidents occur, but also an understand<strong>in</strong>g of how they occur<br />

and a mechanism to evaluate and prioritize potential countermeasures.<br />

These strategies can be <strong>in</strong>corporated <strong>in</strong>to <strong>in</strong>formation systems to prevent failures<br />

of those systems. Additionally, <strong>in</strong>formation systems can be used as mechanisms to<br />

implement each of these strategies <strong>in</strong> reduc<strong>in</strong>g failures for other systems.<br />

29.3 Root Cause Analysis<br />

Hazards<br />

Defenses<br />

Harm Rescue<br />

Elim<strong>in</strong>ate Elevate Ensure<br />

Prevent<strong>in</strong>g recurrent failure requires identify<strong>in</strong>g the underly<strong>in</strong>g cause or causes.<br />

The ability to look back on a sequence of events and discern the factors that led<br />

away from the desired outcome seems straightforward <strong>in</strong> the light of know<strong>in</strong>g how<br />

th<strong>in</strong>gs turned out. However, <strong>in</strong>vestigators are biased by know<strong>in</strong>g the outcomes,<br />

an effect known as h<strong>in</strong>dsight bias. 3 H<strong>in</strong>dsight bias causes <strong>in</strong>vestigators to see the<br />

sequence of events as occurr<strong>in</strong>g under conditions where trajectories could be predicted.<br />

Investigators also are prone to work<strong>in</strong>g back from the po<strong>in</strong>t of failure and<br />

identify<strong>in</strong>g the closest contributor without regard to any number of contribut<strong>in</strong>g<br />

factors and conditions. Root Cause Analysis (RCA) refers to a structured approach<br />

to <strong>in</strong>vestigation <strong>in</strong> order to avoid these and other biases <strong>in</strong> def<strong>in</strong><strong>in</strong>g the contributors<br />

to failure. The purpose of RCA is to determ<strong>in</strong>e: what happened; why it happened;<br />

and what countermeasures could be developed to prevent recurrence.

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