THE IMPACT OF PATIENT COMPLIANCE ON DRUG CONCENTRATION PROFILE IN MULTIPLE DOSES

Citation
Wp. Wang et al., THE IMPACT OF PATIENT COMPLIANCE ON DRUG CONCENTRATION PROFILE IN MULTIPLE DOSES, Statistics in medicine, 15(6), 1996, pp. 659-669
Citations number
16
Categorie Soggetti
Statistic & Probability","Medicine, Research & Experimental","Public, Environmental & Occupation Heath","Statistic & Probability","Medical Informatics
Journal title
ISSN journal
02776715
Volume
15
Issue
6
Year of publication
1996
Pages
659 - 669
Database
ISI
SICI code
0277-6715(1996)15:6<659:TIOPCO>2.0.ZU;2-3
Abstract
Physicians commonly prescribe drugs in a multiple dosage regimen for p rolonged therapeutic activity. To study the effect of multiple dosing on drug concentration in blood, researchers often use deterministic mo dels with the assumption that drugs are administered at a fixed dosage , with equal or unequal (fixed) dosing intervals. In practice, many pa tients do not comply with such a rigid schedule. Hence, two possible s cenarios might occur: patients might not take the prescribed dosing am ount, resulting in erratic dosing sizes; they might not adhere to the dosing schedule, resulting in erratic dosing times. We propose separat e statistical models for these two scenarios and study their impact on blood serum/plasma concentration. With non-compliance, some basic con cepts such as steady state need new definition. We provide a rigorous formulation for the principle of superposition which enables us to gen eralize the concept of steady state. Applying the proposed models, we demonstrate that non-compliance causes the drug concentration time cur ve to exhibit an increase in fluctuation. The increase in fluctuation due to non-compliance cannot be explained with use of the classical de terministic multiple dose model.