Precision education and equity: a participatory framework to advance equitable assessment

J Sukhera - Academic Medicine, 2023 - journals.lww.com
Precision education (PE) may hold promise for the future of the field. Leveraging data and
learning analytics to foster continuous improvement of individuals, programs, and …

Medical education's wicked problem: Achieving equity in assessment for medical learners

CR Lucey, KE Hauer, D Boatright… - Academic …, 2020 - journals.lww.com
Despite a lack of intent to discriminate, physicians educated in US medical schools and
residency programs often take actions that systematically disadvantage minority patients …

Clarifying and expanding equity in assessment by considering three orientations: Fairness, inclusion and justice

HL Kakara Anderson, M Govaerts, L Abdulla… - Medical …, 2024 - Wiley Online Library
Context Despite increasing discussion and scholarship, equity in assessment is rarely
defined and distinguished in a way that allows for shared understanding in medical …

Developing evidence for equitable assessment characteristics based on clinical learner preferences using discrete choice experiments

S Perez, A Schwartz, KE Hauer, R Karani… - Academic …, 2023 - journals.lww.com
Purpose Medical education is only beginning to explore the factors that contribute to
equitable assessment in clinical settings. Increasing knowledge about equitable assessment …

“My assessments are biased!” measurement and sociocultural approaches to achieve fairness in assessment in medical education

KE Hauer, YS Park, JL Bullock, A Tekian - Academic Medicine, 2023 - journals.lww.com
Assessing learners is foundational to their training and developmental growth throughout
the medical education continuum. However, growing evidence shows the prevalence and …

Strategies for advancing equity in frontline clinical assessment

CM Onumah, AT Pincavage, CJ Lai, DL Levine… - Academic …, 2023 - journals.lww.com
Educational equity in medicine cannot be achieved without addressing assessment bias.
Assessment bias in health professions education is prevalent and has extensive …

Reconstructing Neurath's ship: a case study in reevaluating equity in a program of assessment

B Kinnear, DE Weber, DJ Schumacher, L Edje… - Academic …, 2023 - journals.lww.com
Inequity in assessment has been described as a “wicked problem”—an issue with complex
roots, inherent tensions, and unclear solutions. To address inequity, health professions …

Finding medicine's moneyball: how lessons from major league baseball can advance assessment in precision education

B Kinnear, H Caretta-Weyer, ACL Lam, B Tang… - Academic …, 2023 - journals.lww.com
Precision education (PE) leverages longitudinal data and analytics to tailor educational
interventions to improve patient, learner, and system-level outcomes. At present, few …

The pursuit of fairness in assessment: Looking beyond the objective

N Valentine, SJ Durning, EM Shanahan… - Medical …, 2022 - Taylor & Francis
Health professions education has undergone significant changes over the last few decades,
including the rise of competency-based medical education, a shift to authentic workplace …

Precision medical education

MM Triola, J Burk-Rafel - Academic Medicine, 2023 - journals.lww.com
Medical schools and residency programs are increasingly incorporating personalization of
content, pathways, and assessments to align with a competency-based model. Yet, such …