Conceptual Model for Predicting Academic Success in
Prelicensure Nursing Programs Through Expanded
Cognitive Aptitude Assessment
Julie Twidwell, PhD, RN, CNE; Ericka Sanner-Stiehr, PhD, RN; Kimberly Allen, PhD;
Kathie Records, PhD, RN, FAAN; and Kuei-Hsiang Hsueh, PhD, RN
ABSTRACT
Background: Attrition from prelicensure nursing programs is a serious issue with implications for students, nursing programs, and
the nursing workforce. Academic failure due to insufficient cognitive aptitude often contributes to this problematic attrition rate.
Thus, cognitive aptitude could be included in admission criteria, as a predictor of academic success and a strategy to minimize
attrition.
Problem: Currently, admissions practices are often incomplete and lack standardization for measuring cognitive aptitude.
Approach: The Nursing Cognitive Aptitude Model (NCAM) presented in this article is an innovative conceptual model to guide
educators in expanding current admissions processes.
Conclusion: The NCAM model depicts the cognitive domains involved in student academic success including current scholastic
knowledge, previous academic performance, and critical-thinking ability. Together, these three domains predict student academic
success and are a useful reference for the admissions process.
Keywords: academic success, admission, attrition, cognitive aptitude, prelicensure nursing program
Cite this article as: Twidwell J, Sanner-Stiehr E, Allen K, Records K, Hsueh K-H. Conceptual model for predicting academic success in prelicensure
nursing programs through expanded cognitive aptitude assessment. Nurse Educ. 2019; 44(6):330-334. doi: 10.1097/NNE.0000000000000635
T
he world is reaching a critical shortage of nurses
who are able to care for aging populations with in-
creasingly complex medical problems.
1,2
Prelicensure
nursing programs are essential in preparing a sustainable
supply of nurses to meet the growing demand. Attrition
occurs when students leave an academic program for
any reason, threatening the supply of nurses and ultimately
nursing care delivery. In some programs, up to half of the
students who matriculate do not complete their pro-
grams, with the attrition typically occurring early within
the program.
3,4
With the high cost of education, student loans are at an
all-time high.
5
The average student loan debt for college
graduates in 2016 was $37 172.
6
Attrition can leave students
with tremendous debt and no reliable income by which to
pay it back. Furthermore, attrition creates an emotional
toll by causing stress and disappointment.
7
Multiple personal challenges contribute to first-semester
attrition rate including lack of career fit, difficulty balancing
family responsibilities with academic workload, financial
constraints, and lack of social support to manage the in-
herent challenges of nursing school.
8,9
The personal chal-
lenges associated with nursing school are not the only
culprits for the alarmingly high attrition rates. Attrition
due to academic failure is often linked to a lack of cogni-
tive aptitude for learning.
8,10,11
Students lacking the cog-
nitive ability necessary for the rigor of nursing programs
often struggle throughout the program and are later un-
successful on the NCLEX-RN.
12
Most programs currently use various metrics to evalu-
ate and rank applicants for admission that may include
grade point average (GPA), standardized tests, essays of in-
tent, and interviews.
13
Holistic admissions processes are
also gaining popularity in an effort to capture multiple char-
acteristics and criteria that are broad based, linked to the
program's mission and goals, and designed to promote di-
versity.
14
Regardless of the approach, most admissions met-
rics include academic background, cumulative GPA, science
course grades, number of repeated courses, overall grade
trends, and standardized admission examination scores.
15
Standardized testing is a common method of measuring ap-
plicants' current level of scholastic ability. Unfortunately,
Author Affiliations: Undergraduate Program Director (Dr Twidwell),
Southeast Missouri State University, Cape Girardeau; Assistant Professor (Dr
Sanner-Stiehr), PhD Program Director (Dr Records), and Associate Professor
(Dr Hsueh), University of Missouri–St Louis; and Assistant Academic Vice
President (Dr Allen), Maryville University, St Louis, Missouri.
The authors declare no conflicts of interest.
Correspondence: Dr Twidwell, Southeast Missouri State University, MS8300,
Crisp 318, One University Plaza, Cape Girardeau, MO 63701
(jetwidwell@semo.edu).
Supplemental digital content is available for this article. Direct URL citations
appear in the printed text and are provided in the HTML and PDF versions of
this article on the journal's website (www.nurseeducatoronline.com).
Accepted for publication: November 1, 2018
Published ahead of print: December 20, 2018
DOI: 10.1097/NNE.0000000000000635
Nurse Educator
330 Nurse Educator • Vol. 44 • No. 6, pp. 330–334 • Copyright © 2018 Wolters Kluwer Health, Inc. All rights reserved. www.nurseeducatoronline.com
Copyright © 2019 Wolters Kluwer Health, Inc. All rights reserved.