Related Experiment Video
Updated: Feb 9, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Physician Characteristics and Decisions Regarding Cancer Screening: A Systematic Review
Alfred I Neugut1,2,3, Sarah A MacLean4, Wei F Dai1
11 Department of Epidemiology, Mailman School of Public Health, Columbia University , New York, New York.
Abstract:
The guidelines provided by experts regarding various cancer screening tests are not universally accepted by physicians or patients. This systematic review describes the literature regarding the associations of physician characteristics with the implementation of and referral of patients for selected cancer screening tests. In October 2016, the authors conducted a thorough search of articles found in 4 databases, using keywords describing physician characteristics and cancer screening. English-language articles reporting on patient surveys or records of patients' screening history, and surveys of physicians' practices or opinions, in the United States were included. The physician characteristics most commonly analyzed were specialty and sex. The screening tests most commonly analyzed were those for cervical and colorectal cancers. Female and white physicians were found to screen more patients than male and nonwhite physicians. Obstetrician-gynecologists screened more for breast and cervical cancer than internists, who screened more than family or general practitioners. Physician sex, race, and specialty were consistently associated with cancer screening practices and should be the focus of efforts to harmonize practices with recommendations.
Related Concept Videos
Review and Preview
Percentiles are a type of fractile that partition data into...
Review and Preview
Characteristics of Life
Decision Making
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Random and Systematic Errors
Systematic Sampling Method
Systematic sampling is one of the simplest methods...

