TY - JOUR
T1 - The use of big data and data mining in nurse practitioner clinical education
AU - Drayton-Brooks, Shirlee M.
AU - Gray, Paula A.
AU - Turner, Nicole P.
AU - Newland, Jamesetta A.
N1 - Publisher Copyright:
© 2020
PY - 2020
Y1 - 2020
N2 - Nurse practitioner (NP) faculty have not fully used data collected in NP clinical education for data mining. With current advances in database technology including data storage and computing power, NP faculty have an opportunity to data mine enormous amounts of clinical data documented by NP students in electronic clinical management systems. The purpose of this project was to examine the use of big data and data mining from NP clinical education and to establish a foundation for competency-based education. Using a data mining knowledge discovery process, faculty are able to gain increased understanding of clinical practicum experiences to inform competency-based NP education and the use of entrusted professional activities for the future.
AB - Nurse practitioner (NP) faculty have not fully used data collected in NP clinical education for data mining. With current advances in database technology including data storage and computing power, NP faculty have an opportunity to data mine enormous amounts of clinical data documented by NP students in electronic clinical management systems. The purpose of this project was to examine the use of big data and data mining from NP clinical education and to establish a foundation for competency-based education. Using a data mining knowledge discovery process, faculty are able to gain increased understanding of clinical practicum experiences to inform competency-based NP education and the use of entrusted professional activities for the future.
KW - Big data
KW - Competency-based education
KW - Data mining
KW - Entrustable professional activities
KW - Nurse Practitioner Core Competencies
KW - Nurse practitioner clinical education
UR - http://www.scopus.com/inward/record.url?scp=85082835857&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85082835857&partnerID=8YFLogxK
U2 - 10.1016/j.profnurs.2020.03.012
DO - 10.1016/j.profnurs.2020.03.012
M3 - Article
C2 - 33308544
AN - SCOPUS:85082835857
SN - 8755-7223
VL - 36
SP - 484
EP - 489
JO - Journal of Professional Nursing
JF - Journal of Professional Nursing
IS - 6
ER -