Page 313 - Pipelines and Risers
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286                                                              Chapter I6


          HOE, these are listed in Table 16.2. It is important for the evaluator to try to minimize these
          biases, as it is impossible for them to be eliminated entirely.

          Table 16.2 Influence on Bias (source: Bea (1994)).


                           Availability   Probability  of  easily  recalled  events  are
                                      distorted
                           Selective   Expectations distort observations of variables
                           Derceotion   relevant to strateev
                          1 Illusory   1  Encourages the belief that unrelated variables 11
                           correlation   I are correlated
                          ll Conservatism  1  Failure to sufficiently revise forecasts based
                          n          I  onnewinformation         II
                           Small samples   Over estimation of the degree to which small
                                      samples are representative of a population
                           Wishful    Probability of desired outcomes judged to be
                           thinking   inauurooriatelv high
                           Illusions of   Over estimation of  the personal control over
                           Control    outcomes
                           Logical    Logical  construction of  events which cannot
                           construction   be accurately controlled
                           Hindsight   Over estimation of  the predictability of  past
                                      events



          Following research by Williams (1988), Swain and Guttman (1981) and Edmondson (1993),
          quantified data for HOE  has  been  developed. This  is based  on  experience gained in  the
          nuclear  power  industry  in  the  U.S.A.  Experiments  and  simulations  led  to  information
          regarding human task reliability.


          Work undertaken by Swain and Guttman (1981) presents general error rates depending on the
          familiarity of the task being undertaken by the individual, included is a range of limitations or
          circumstances that the  individual may  be experiencing, this  is  shown in  Figure  16.3. By
          assessing the intensity of these limitations or circumstances it is possible to adjust the value
          assigned to certain tasks. Other investigations (Williams, 1988) appear to correlate with this
          information.  However,  a  multitude  of  influences  impact  upon  these  values  and  have
          potentially dramatic effects on the normal rates of errors (i.e. factors of  1E-3 or more). These
          influences  include  organizations,  procedures,  environments,  hardware  and  interfaces.
          Information regarding these influences can be found in Bea (1994) and others.

          It  is  important to  establish the  significance of  any  error  that  may  occur  as  this  is  not
          established  in  the  information  developed.  An  error  can  be  either  rnajorkignificant  or
          minorhot  significant. Studies performed by Swain and Guttman (1981) and Dougherty and
          Frangola (1988) indicates that minor or not significant errors are often noticed and rectified,
          thus reducing their importance in human reliability.
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