The Use of Differential Item Functioning (DIF) Analysis to Distinguish Between Similar Job Roles
Nicole M Risk1, James R Fidler
1Nicole Risk, American Medical Technologists, 10700 W. Higgins Road, Suite 150, Rosemont, IL 60018, USA, nrisk@americanmedtech.org.
Abstract:
Two primary roles in the clinical laboratory are those of Medical Technologist (MT) and Medical Laboratory Technician (MLT). Job analyses, which form the foundation of test blueprints employed for credentialing practitioners, suggest a reasonable amount of overlap in the tasks performed by MTs and MLTs. However, credentialing assessments must clearly distinguish between the two roles and ensure that they address competencies appropriate to each practice designation. Differential item functioning (DIF) analysis techniques were applied to explore and differentiate the two laboratory practitioner job roles as an aspect of examination development. Results from the analysis suggest a high degree of similarity between these two groups in terms of scope of tasks performed. Subject matter expert interpretation suggests that the assessments are more appropriately differentiated by underlying level of task knowledge rather than scope of tasks. DIF may be applicable to other exploratory investigations that seek to differentiate job roles comprised of common competencies.
Related Concept Videos
Friedman Two-way Analysis of Variance by Ranks
Factorial Design
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
One-Way ANOVA: Unequal Sample Sizes
Identifying Statistically Significant Differences: The F-Test
Role-Based Identity


