Diplomate Spotlight Opening Doors with Board Certification: A Conversation with Long Standing Diplomate Joseph Cook Read Opening Doors with Board Certification: A Conversation with Long Standing Diplomate Joseph Cook
Phoenix Newsletter - July 2025 Available Now: 2026 5-Year Cycle Registration Read Available Now: 2026 5-Year Cycle Registration
Home Research Research Library The American Board of Family Medicine’s 8 Years of Experience with Differential Item Functioning The American Board of Family Medicine’s 8 Years of Experience with Differential Item Functioning 2022 Author(s) O’Neill, Thomas R, Wang, Ting, and Newton, Warren P Topic(s) Education & Training, and Family Medicine Certification Keyword(s) Cognitive Expertise, and Psychometrics Volume Journal of the American Board of Family Medicine Source Journal of the American Board of Family Medicine INTRODUCTION: Differential item functioning (DIF) procedures flag examination questions in which examinees from different subpopulations who are of equal ability do not have the same probability of answering it correctly. Few medical certification boards employ DIF procedures because they do not collect the needed data on the examinee’s race or ethnicity. This article summarizes the American Board of Family Medicine’s (ABFM) combined use of DIF procedures and an expert panel to review certification questions for bias. METHODS: ABFM certification examination data from 2013 to 2020 were analyzed using a DIF procedure to flag questions with possible ethnic or racial bias. The flagged questions were reviewed by a racially and ethnically diverse panel of content experts. If the panel judged the source of the DIF was not clinically relevant for the practice of family medicine, the question was removed from the examination. RESULTS: Out of the 3487 questions analyzed, 374 unique questions (11%) were flagged by DIF procedures as potentially biased. Of the flagged questions, the review panel felt 4 should be removed for fairness. DISCUSSION: Using DIF procedures and panel review can improve the quality of the board certification questions and demonstrate the organization’s commitment to avoid racial or ethnic bias. Read More ABFM Research Read all 2021 Clinical Quality Measure Exchange is Not Easy Go to Clinical Quality Measure Exchange is Not Easy 1995 Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice Go to Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice 2020 Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery Go to Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery 2025 Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment Go to Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment
Author(s) O’Neill, Thomas R, Wang, Ting, and Newton, Warren P Topic(s) Education & Training, and Family Medicine Certification Keyword(s) Cognitive Expertise, and Psychometrics Volume Journal of the American Board of Family Medicine Source Journal of the American Board of Family Medicine
ABFM Research Read all 2021 Clinical Quality Measure Exchange is Not Easy Go to Clinical Quality Measure Exchange is Not Easy 1995 Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice Go to Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice 2020 Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery Go to Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery 2025 Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment Go to Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment
2021 Clinical Quality Measure Exchange is Not Easy Go to Clinical Quality Measure Exchange is Not Easy
1995 Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice Go to Educational resource sharing and collaborative training in family practice and internal medicine. A statement from the American Boards of Internal Medicine and Family Practice
2020 Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery Go to Helping Family Physicians Keep Up to Date: A Next Step in the Pursuit of Mastery
2025 Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment Go to Changes in Family Medicine Certification Examination Performance in Longitudinal Assessment