Related Experiment Video
Updated: May 13, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Disparities in health care utilization by smoking status in Canada
Sunday Azagba1, Mesbah Fathy Sharaf, Christina Xiao Liu
1Department of Community Health and Epidemiology, Centre for Clinical Research, Dalhousie University, 5790 University Avenue, Halifax, NS, Canada, s.azagba@dal.ca.
Objectives:
To examine the association between smoking status and the utilization of health care services in Canada.
Methods:
The study uses data from the 2007 Canadian Community Health Survey, which contains information on the number of visits to general practitioner (GP), specialists (SP) and the number of nights spent in a hospital. The finite mixture estimation method is used in order to account for heterogeneity among smokers.
Results:
Multivariate regression results indicate differential effects of smoking on health care utilization for at least two different groups of health care users: low and high users. In particular, we find that among the low-use group, smokers use less GP and SP services than never smokers. However, for the low-use and high-use groups, smokers have more hospitalizations than never smokers. The incidence of hospitalization is higher for the low-use group after controlling for need, socio-demographic characteristics and province fixed effects. Former smokers who recently quit use more health care services.
Conclusions:
Tobacco consumption elevates the use of health care services, especially among the high-use group.
More Related Videos
06:39Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements
Published on: August 28, 2017
09:15Studying Effects of Cigarette Smoke on Pseudomonas Infection in Lung Epithelial Cells
Published on: May 11, 2020
Related Concept Videos
Statistical Methods for Analyzing Epidemiological Data
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Stress Prevention and Stress Management Techniques IV
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...
Chronic Obstructive Pulmonary Disease-V: Management
Smoking Cessation
Chronic Obstructive Pulmonary Disease
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...