Hmj. Goldschmidt et Rw. Lent, FROM DATA TO INFORMATION - HOW TO DEFINE THE CONTEXT, Chemometrics and intelligent laboratory systems, 28(1), 1995, pp. 181-192
In medical decision making, the action taken depends on two interrelat
ed factors: (1) the data collected or measured, and (2) the context to
which these data apply. Context is defined as the patient-specific da
ta and the physician's hypothesis to be tested concerning the patients
' medical problem. The better the data fit the context the greater the
ir involvement and impact on the decision to take medical action. This
leads to the concept of context-fit values (CFVs) for laboratory data
. Depending on the reason for which testing is being requested (monito
ring, screening, or diagnosis), this concept enables the supplier of d
ata, with the cooperation of the requester, to analyze how well the da
ta fit in the context frame of the decision maker. This preliminary co
ntext evaluation allows the laboratory to evaluate the possible contri
bution the data can provide to the decision maker prior to any medical
action being taken. If the calculation of the context-fit value sugge
sts that the data does not fit the context frame, then the laboratory
can choose not to report the data and then pursue pre-analytic or anal
ytic sources of error. This will help to avoid reporting of erroneous
results which could lead to unneeded and costly additional testing or,
worse, unnecessary or harmful medical action to the patient.