Thermodynamic quantities of chemical reactions an commonly derived from exp
erimental data obtained by chemical analysis. The accuracy of the evaluated
thermodynamic quantities is limited by the measurement uncertainty of the
analytical techniques applied, Straightforward transfer of metrological rul
es established for determination of single analytes to the more complex pro
cess of evaluating values of thermodynamic quantities is not possible. Comp
uter-intensive statistical methods and Monte Carlo techniques are shown to
enable integration of existing metrological concepts. An initial stage of t
he integration of both concepts is presented, taking solubility data for Am
(III) in carbonate media as an illustrative example. A cause and effect dia
gram is created as a means of identification of sources of uncertainty. The
uncertainties are used in a resampling-based Monte Calls study to produce
a probability distribution of the value of a quantity.