= Apparent recovery
\b[Apparent recovery] compares a calibrated analytical result with a reference value. For measured estimate $\widehat q$ and nonzero reference amount $q_{\rm ref}$, the ratio is $R_{\rm app}=\widehat q/q_{\rm ref}$. IUPAC distinguishes this result-level comparison from <extraction recovery>, which describes yield of a preparation stage.<Use of the term "recovery" and "apparent recovery" in analytical procedures by D. T. Burns and others>[Abstract: observed/reference comparison after calibration versus preparation yield.]{ref}
An original example shows why the distinction matters. Begin with $100\,\mathrm{nmol}$ of analyte, retain 70% during preparation, and suppose the final matrix gives 1.5 times the neat-reference response per retained amount. A neat-reference calibration then reports $100(0.70)(1.5)=105\,\mathrm{nmol}$, so apparent recovery is 105%, while physical extraction recovery is 70%. No extra analyte need have been created. Loss and response enhancement can partially cancel or conceal each other.
The result also depends on calibration design. If preparation loss has already been incorporated into a valid process-matched calibration, applying the same <recovery correction> again can overcorrect the reported amount. A result near its reference does not independently establish perfect preparation yield or absence of an <analytical matrix effect>.
For a <spike-recovery estimate>, a common incremental comparison is $(\widehat q_{\rm spiked}-\widehat q_{\rm unspiked})/q_{\rm added}$ after accounting for volume changes. This tests the observed increment, rather than automatically proving recovery of analyte originally embedded in a sample. An endogenous contribution, unequal matrix response or calibration nonlinearity can change its interpretation.
State the reference quantity, calibration, preparation stage and whether a correction has already been applied. An apparent-recovery percentage is an experimentally defined comparison, not a universal material-conservation fraction.
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