Related Experiment Video
Updated: Jun 8, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Pharmacoepidemiological characterization of psychotropic drugs consumption using a latent class analysis
Laura Wainstein1, Caroline Victorri-Vigneau, Véronique Sébille
1Department of Clinical Pharmacology, Center for Evaluation and Information on Pharmacodependence, Nantes University Hospital, Nantes, France. laura.wainstein@chu-nantes.fr
Abstract:
France has one of the highest recorded rates of psychotropic use of drugs compared with other European countries, especially for anxiolytics, hypnotics and antidepressants. The aim of this study was to characterize the use of three psychotropic drugs among the most prescribed in France (bromazepam, paroxetine, zolpidem) using reimbursement databases in real-life conditions. Individuals from a region affiliated to the French General Health Insurance Scheme, who had received at least two dispensings of bromazepam, paroxetine or zolpidem reimbursed between 1 January and 30 June 2008, were included. We used a latent class analysis to identify different subgroups of users for these three psychotropic drugs. A total of 40,644 patients were included for bromazepam, 36,264 for zolpidem and 31,235 for paroxetine. Using latent class analysis, four clinical subtypes of users of bromazepam and zolpidem were identified: nonproblematic users, at-risk users, users with a probable mental disorder and compulsive users. Three subgroups were identified for paroxetine that differed rather by the prescription patterns. Users of anxiolytics and hypnotics with at-risk behaviours represented a significant proportion in the studied population. This original method could be extended to other prescription databases to identify populations at risk of abuse or dependence to psychotropic drugs.
Related Concept Videos
Analysis of Population Pharmacokinetic Data
Pharmacodynamic Models: Additive and Proportional Drug Effect Model
Mechanistic Models: Compartment Models in Individual and Population Analysis
Nonlinear Pharmacokinetics: Dependence of Elimination Half-Life and Dose Clearance
A study on guinea pigs examined the...
Drug Classes and Categories
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This relationship...
