Related Experiment Video
Updated: Jan 19, 2026
Uncertainty in Measurement: Reading Instruments
Development of an Instrument to Measure Academic Resilience Among Pharmacy Students
Marie A Chisholm-Burns1, Christina A Spivey2, Erin Sherwin2
1University of Tennessee Health Science Center College of Pharmacy, Memphis, Knoxville, and Nashville, Tennessee.
Abstract:
Objective. To develop a valid and reliable academic resilience scale for use in the didactic portion of the Doctor of Pharmacy curriculum to identify those pharmacy students who have greater capacity to overcome academic adversity. Methods. A cross-sectional survey was conducted among first-year, second-year, and third-year pharmacy students to assess psychometric properties of a 30-item adapted academic resilience scale. Data were also collected using the Short Grit Scale (Grit-S). Demographic characteristics were collected from student records. Exploratory factor analysis was applied to determine the number of underlying factors responsible for data covariation. Principal components analysis was used as the extraction method. Varimax rotation method was used, and the Cronbach alpha was estimated. Validity testing was conducted by calculating Pearson's r correlations between the adapted academic resilience scale and Grit-S. Results. The survey response rate was 84%. The final version of the scale, the Academic Pharmacy Resilience Scale (APRS-16), had four subscales and 16 items (14 items failed to load on any of the factors and were deleted). The Cronbach alpha was .84, indicating strong internal consistency. The APRS-16 and its subscales were significantly correlated to the Grit-S and its subscales, providing evidence of effective convergent validity. Conclusion. Evidence supports the reliability and validity of the APRS-16 as a measure of academic resilience in pharmacy students. Future studies should use the APRS-16 to investigate the relationship between academic resilience and performance outcomes among pharmacy students.
Related Concept Videos
Uncertainty in Measurement: Reading Instruments
Electronic Distance Measuring Instruments
12:51Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
08:21Quantitative Hardness Measurement by Instrumented AFM-indentation
12:22Mindfulness in Motion (MIM): An Onsite Mindfulness Based Intervention (MBI) for Chronically High Stress Work Environments to Increase Resiliency and Work Engagement
Student t Distribution
The Student t distribution was developed by William S. Goset (1876–1937) of the...

