Examining the Relationship Between Biometric Indicators and Pharmacy Students' Academic Performance

Objective. To use a fitness tracking device to track student wellness habits, specifically number of steps, activity, and sleep duration, in an attempt to identify relationships between these variables and academic performance outcomes such as examination scores and course grades. Methods. A fitness tracker was issued to second professional year Doctor of Pharmacy (PharmD) students to track their daily number of steps, activity levels, and minutes of sleep. Individual data from these devices were collected using a cloud-based data aggregation platform. The outcome variables of interest were student grade point average (GPA) in core courses, as well as examination grades for 17 examinations administered across eight required courses during the study period. After exploratory analyses, the primary research questions relating steps and sleep to academic performance were addressed with a series of linear regression models. Results. No significant, identifiable relationships were found between examination grades or course GPA and the variables of interest. There was a significant negative relationship between the number of steps students took 72-hours before an examination and performance on the examination where students in the low activity group significantly outperformed those in the high activity group by an average of two points. Participants took an average of 1,466 fewer steps prior to an examination. Conclusion. Sleep and physical activity were not robust predictors of examination scores and course grades in this cohort of PharmD students. While the fitness tracker served as an impetus for the students to be more cognizant of their activity, the capital expenditure for the devices did not result in improved academic performance.

[1]  S. Huston,et al.  Sources of stress in a pharmacy student population. , 2019, Currents in pharmacy teaching & learning.

[2]  F. Shaukat,et al.  Impact of Poor Sleep Quality on the Academic Performance of Medical Students , 2019, Cureus.

[3]  J. DiFrancisco-Donoghue,et al.  Utilizing wearable technology to increase physical activity in future physicians: A randomized trial , 2018, Preventive medicine reports.

[4]  S. Abdulrahman,et al.  The Relationship between Levels of Physical Activity and Academic Achievement among Medical and Health Sciences Students at Cyberjaya University College of Medical Sciences , 2018, The Malaysian journal of medical sciences : MJMS.

[5]  A. Jniene,et al.  Relationship between poor quality sleep, excessive daytime sleepiness and low academic performance in medical students , 2018, Advances in medical education and practice.

[6]  Clayon B Hamilton,et al.  Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data , 2018, JMIR mHealth and uHealth.

[7]  M. Garber Exercise as a Stress Coping Mechanism in a Pharmacy Student Population , 2017, American Journal of Pharmaceutical Education.

[8]  Joseph B. Meleca,et al.  Current Directions in Medical Student Well-Being , 2017 .

[9]  Marwa I. Elagra,et al.  Sleep quality among dental students and its association with academic performance , 2016, Journal of International Society of Preventive & Community Dentistry.

[10]  S. Westrick,et al.  Sleep Duration and Academic Performance Among Student Pharmacists , 2015, American Journal of Pharmaceutical Education.

[11]  Tim Olds,et al.  The validity of consumer-level, activity monitors in healthy adults worn in free-living conditions: a cross-sectional study , 2015, International Journal of Behavioral Nutrition and Physical Activity.

[12]  A. Saunders,et al.  Sleep Quality Among Pharmacy Students , 2015, American Journal of Pharmaceutical Education.

[13]  A. Slade,et al.  The relationship between academic performance and recreation use among first-year medical students , 2015, Medical education online.

[14]  Z. Amin,et al.  What factors determine academic achievement in high achieving undergraduate medical students? A qualitative study , 2014, Medical teacher.

[15]  M. Dresler,et al.  Sleep timing is more important than sleep length or quality for medical school performance , 2013, Chronobiology international.

[16]  M. Dresler,et al.  The interaction between sleep quality and academic performance. , 2012, Journal of psychiatric research.

[17]  J. Etnier,et al.  The effects of acute exercise on cognitive performance: A meta-analysis , 2012, Brain Research.

[18]  A. I. Alhaqwi,et al.  Sleep disorder among medical students: Relationship to their academic performance , 2012, Medical teacher.

[19]  J. Ratey,et al.  The positive impact of physical activity on cognition during adulthood: a review of underlying mechanisms, evidence and recommendations , 2011, Reviews in the neurosciences.

[20]  C. Spann,et al.  Effect of sleep deprivation on medical resident and student cognitive function: A prospective study. , 2003, American journal of obstetrics and gynecology.