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Causal risk models of air transport - NLR-ATSI

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Fatal accidents are rare events. When using accident data (i.e. the realization <strong>of</strong><br />

probabilities) to quantify aviation <strong>risk</strong>, this must be taken into account. Because fatal<br />

accidents are so rare even large observed differences need not attain significance. If a coin<br />

is tossed only four times, then no possible outcome - even four heads or four tails- would<br />

provide statistically significant evidence that the coin is not f<strong>air</strong> [Czerwinski & Barnett<br />

2004]. The number <strong>of</strong> aviation accidents with fatalities has become so low that it is<br />

problematic to use those as the only indicator <strong>of</strong> <strong>air</strong> <strong>transport</strong> <strong>risk</strong>, there is too much<br />

randomness in the data. Therefore non-fatal accidents and incidents should be included in<br />

the considerations on the construction <strong>of</strong> a causal <strong>risk</strong> model. But the question then arises<br />

which occurrences should be considered. Incidents and (fatal) accidents are not necessarily<br />

causally related. Trips and falls for instance result in many injuries but are rarely causally<br />

related to catastrophic accidents. Therefore only those occurrences, associated with the<br />

operation <strong>of</strong> an <strong>air</strong>craft, which affect or could affect the safety <strong>of</strong> operation 7 should be<br />

included.<br />

2.4. Risk criteria<br />

Unfortunately, safety is not self-sustainable [SAE 2003]. Some sort <strong>of</strong> safety management<br />

is required to improve or even maintain the current level <strong>of</strong> safety. Policies to control major<br />

<strong>risk</strong>s have been in development from the 1960s onwards. Many <strong>of</strong> these policies are based<br />

on some sort <strong>of</strong> quantification <strong>of</strong> the <strong>risk</strong> that could be allowed to continue. This section<br />

explains how causal <strong>risk</strong> <strong>models</strong> can be used in relation to such quantitative <strong>risk</strong> criteria and<br />

<strong>risk</strong> control policies.<br />

A Target Level <strong>of</strong> Safety (TLS) is the ‘amount’ <strong>of</strong> safety that is aimed for. The concept <strong>of</strong> a<br />

TLS appears intuitively obvious [Joyce et al 2001]. The prime user <strong>of</strong> the TLS concept in<br />

aviation has been ICAO. Over the years, ICAO has developed TLS concepts in various<br />

safety critical areas <strong>of</strong> the industry, using international groups <strong>of</strong> experts. Such areas have<br />

included the North Atlantic System Planning Group (1992), the All Weather Operations<br />

Panel (1994), the Obstacle Clearance Panel (1980) and the Review <strong>of</strong> the General Concept<br />

<strong>of</strong> Separation Panel (1995). The latter work panel has <strong>of</strong>fered the following definition:<br />

“A Target <strong>of</strong> Safety (TLS) specifies an acceptable value <strong>of</strong> <strong>risk</strong> which can be used as a<br />

yardstick against which the <strong>risk</strong>s associated with a system or procedures can be evaluated.<br />

The concept <strong>of</strong> a TLS is particularly useful when planning changes in safety critical<br />

operations such as <strong>air</strong> traffic control.”<br />

[RGCSP 1995].<br />

The definition for the TLS concept that is <strong>of</strong>fered will vary in accordance with its particular<br />

application and its intended use. For example, the UK Civil Aviation Authority (an<br />

organisation which has also been instrumental in the development <strong>of</strong> TLS concepts),<br />

defines the TLS concept for controlled <strong>air</strong>space as:<br />

“…a fundamental concept in any mathematical / statistical approach to systems planning<br />

when questions <strong>of</strong> safety are involved…The target level <strong>of</strong> safety is the level <strong>of</strong> safety which<br />

the system is designed to achieve. Put the other way round, the system is designed to an<br />

assured level <strong>of</strong> safety. By this specification it is possible to define planning objectives<br />

which fit in with the safety constraints, and also provide a safety yardstick against which<br />

potential changes can be assessed and objectives pursued.” [Brooker & Ingham 1977].<br />

A Target Level <strong>of</strong> Safety is a level <strong>of</strong> safety that either must be achieved in order to carry<br />

out some activity (i.e. a mandatory target) or must be aimed for but need not necessarily be<br />

7<br />

This is ICAO’s definition <strong>of</strong> an ‘incident’.<br />

17

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