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The Importance of Conditional Probability in Diagnostic Reasoning and Clinical Decision Making: A Primer for the Eye Care Practitioner

Citation

Sanfilippo, PG and Hewitt, AW and Mackey, DA, The Importance of Conditional Probability in Diagnostic Reasoning and Clinical Decision Making: A Primer for the Eye Care Practitioner, Ophthalmic Epidemiology, 24, (2) pp. 81-89. ISSN 0928-6586 (2017) [Refereed Article]

Copyright Statement

2017 Taylor & Francis

DOI: doi:10.1080/09286586.2016.1255975

Abstract

PURPOSE: To outline and detail the importance of conditional probability in clinical decision making and discuss the various diagnostic measures eye care practitioners should be aware of in order to improve the scope of their clinical practice.

METHODS: We conducted a review of the importance of conditional probability in diagnostic testing for the eye care practitioner.

RESULTS: Eye care practitioners use diagnostic tests on a daily basis to assist in clinical decision making and optimizing patient care and management. These tests provide probabilistic information that can enable the clinician to increase (or decrease) their level of certainty about the presence of a particular condition. While an understanding of the characteristics of diagnostic tests are essential to facilitate proper interpretation of test results and disease risk, many practitioners either confuse or misinterpret these measures.

CONCLUSIONS: In the interests of their patients, practitioners should be aware of the basic concepts associated with diagnostic testing and the simple mathematical rule that underpins them. Importantly, the practitioner needs to recognize that the prevalence of a disease in the population greatly determines the clinical value of a diagnostic test.

Item Details

Item Type:Refereed Article
Keywords:Bayes theorem, conditional probabilit, diagnostic test
Research Division:Medical and Health Sciences
Research Group:Ophthalmology and Optometry
Research Field:Ophthalmology
Objective Division:Health
Objective Group:Clinical Health (Organs, Diseases and Abnormal Conditions)
Objective Field:Hearing, Vision, Speech and Their Disorders
Author:Hewitt, AW (Dr Alex Hewitt)
Author:Mackey, DA (Professor David Mackey)
ID Code:115415
Year Published:2017
Deposited By:Menzies Institute for Medical Research
Deposited On:2017-03-23
Last Modified:2017-04-03
Downloads:0

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