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. 2010 Aug 9;2:123–136. doi: 10.2147/clep.s9959

Table 4.

Formulae to calculate the PPV, NPV, and sensitivity and specificity

NMSC database Medical record review
yes no
eg, First skin cancer ever Yes a b PPV = a/(a + b)
No c d NPV = c/(c + d)
Sensitivity = a/(a + c) Specificity = b/(b + d)

Notes: PPV, positive predictive value. The proportion of patients registered with ‘yes’ for a given variable in the database confirmed in the medical record (ie, the variable: diagnosis, according to the DPR) for variables: ‘diagnosis overall’, ‘treatment overall’, ‘size’, localization’ and ‘treatment date’ PPVs were the proportion of a given variable registered in the database confirmed in the medical record/DPR; NMSC, nonmelanoma skin cancer; NPV, The proportion of patients registered with ‘no’ for a given variable in the database confirmed in the medical record (ie, the variable; diagnosis, according to the DPR); Sensitivity, The proportion of patients registered with ‘yes’ for a given variable in the medical record, who were registered with a ‘yes’ in the database (ie, the variable diagnosis, according to the DPR); Specificity, The proportion of patients with ‘no’ for a given variable in the medical record, who were registered with a ‘no’ in the database (ie, the variable diagnosis, according to the DPR).

Abbreviations: DPR, Danish Pathology Registry; NMSC, nonmelanoma skin cancer; NPV, negative predicted value; PPV, positive predicture value.