Phoenix Newsletter - October 2025 President’s Message: Enduring Commitments in a Time of Change Read President’s Message: Enduring Commitments in a Time of Change
Home Research Research Library Dimensionality of the Maintenance of Certification for Family Physicians Examination: Evidence of Construct Validity Dimensionality of the Maintenance of Certification for Family Physicians Examination: Evidence of Construct Validity 2013 Author(s) Royal, Kenneth D, and Puffer, James C Topic(s) Family Medicine Certification Keyword(s) Cognitive Expertise Volume Journal of the American Board of Family Medicine Source Journal of the American Board of Family Medicine The American Board of Family Medicine (ABFM) Maintenance of Certification for Family Physicians (MC-FP) examination is designed to measure a single construct: clinical decision-making abilities within the scope of practice of family medicine. Implied in the construct of clinical decision-making abilities is the ability to recall relevant elements from a large fund of pertinent medical knowledge. While clinical decision-making abilities could be perceived as comprising several separate constructs (eg, based upon clinical categories, organ systems, etc), that approach would require the development of multiple assessment scales with a passing criteria specific to each. Instead, the overarching construct of clinical decision-making ability, which encompasses those more specific areas, has been selected by the ABFM because it more closely mirrors the pass-fail decision process used to discern which candidates receive certification. In any instance, the construct that the ABFM attempts to measure needs to be sufficiently unidimensional in order to produce precise, error-free estimates of a candidate’s performance. This brief article will discuss the dimensionality of the MC-FP examination and its implications for construct validity, namely the validation that the examination accurately measures the ability of family physicians to make appropriate clinical decisions. ABFM Research Read all 2025 Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers Go to Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers 2021 Re-Envisioning Family Medicine Residencies: The End in Mind Go to Re-Envisioning Family Medicine Residencies: The End in Mind 2017 Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016 Go to Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016 2019 Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity Go to Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity
Author(s) Royal, Kenneth D, and Puffer, James C Topic(s) Family Medicine Certification Keyword(s) Cognitive Expertise Volume Journal of the American Board of Family Medicine Source Journal of the American Board of Family Medicine
ABFM Research Read all 2025 Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers Go to Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers 2021 Re-Envisioning Family Medicine Residencies: The End in Mind Go to Re-Envisioning Family Medicine Residencies: The End in Mind 2017 Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016 Go to Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016 2019 Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity Go to Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity
2025 Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers Go to Blueprinting the Future: Automatic Item Categorisation using Hierarchical Zero-Shot and Few-Shot Classifiers
2021 Re-Envisioning Family Medicine Residencies: The End in Mind Go to Re-Envisioning Family Medicine Residencies: The End in Mind
2017 Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016 Go to Performance of Graduating Residents on the American Board of Family Medicine Certification Examination 2009-2016
2019 Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity Go to Utilizing PHATE: A Population Health–Mapping Tool to Identify Areas of Food Insecurity