Related Experiment Video
Updated: Jan 1, 2026

Dynamic Navigation in Endodontics: Guided Access Cavity Preparation by Means of a Miniaturized Navigation System
Published on: May 5, 2022
Does competition affect the clinical decision-making of dentists? A geospatial analysis
Abdulrahman Ghoneim1, Bonnie Yu1, Herenia P Lawrence1
1Dental Public Health, Faculty of Dentistry, University of Toronto, Toronto, ON, Canada.
Objectives:
To investigate the association between dentists' geographic density and perceptions of market competition with clinical decision-making among a representative sample of dentists in Ontario, Canada's most populated province.
Methods:
Competition was quantified using dentist density, defined as the number of dental clinics lying within a one kilometre radius around the respondents' clinic address and by self-reported perceived pressure from other dental clinics. The outcome (clinical decision-making or treatment intensity) was measured using a set of clinical scenarios, which categorized dentists as either relatively aggressive or conservative. Associations were assessed using bivariate analysis and logistic and linear regression.
Results:
Dentists who perceived large competitive pressure from other dentists (OR = 1.63, 95% CI: 1.07-2.49) were relatively more aggressive in their treatment choices. Interestingly, dentists located in very low dentist density areas (OR = 1.31, 95% CI: 1.03-1.68) were also relatively more aggressive in their treatment choices.
Conclusion:
This study is the first to explore the impact of competition on the clinical decision-making of dentists in a Canadian context. It presents a valuable addition to the competition literature and helps to understand current dynamics in the Canadian dental care market.
More Related Videos
Related Concept Videos
Manipulation and Analysis
The Availability Heuristic
Levels of Use of a GIS
Design Example: Alignment of a Road Line Using GIS
Introduction to GIS
Selected Data About Geographic Locations

