Related Experiment Video
Updated: Aug 3, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
A macro approach to the explanation of physician distribution in Canada
1University College of the Cariboo, Kamloops, British Columbia, Canada.
Abstract:
Physician distribution is influenced by complex factors. It is generally argued that the probability of physician increase will be greater in areas that have more to offer in the way of social and economic advantages, This study examines the effects of selected demographic, socioeconomic, and environmental factors (e.g., population size, percent university educated, and hospital bed/population ratio) on the spatial distribution of physicians, using data for "active" civilian physicians obtained from Health and Welfare Canada. The findings indicate that the variable "percentage university educated" is the most important factor influencing physician distribution, once demographic and environmental factors are controlled. The higher the educational level of the population, the higher the physician/population ratio and the higher the proportion of children under age 5, the lower the physician/population ratio. Findings provide evidence of a concentration of physicians in high-status areas. A pattern of larger relative dispersion was also observed for physician/population ratios across areas for suburban dwellers.
More Related Videos
Related Concept Videos
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...
Analysis of Population Pharmacokinetic Data
Model Approaches for Pharmacokinetic Data: Compartment Models
Two primary types of compartment models are recognized: mammillary and catenary. The more...
Multicompartment Models: Overview
These models offer a more comprehensive representation of drug behavior in the body than one-compartment models. They accommodate the complexity of drug distribution,...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Model Approaches for Pharmacokinetic Data: Distributed Parameter Models
The distributed parameter models are specifically designed to account for variations and differences in some drug classes. This model is particularly useful for assessing regional concentrations of anticancer or...

