The influence of mathematics self-efficacy on numeracy performance in first-year nursing students : A quasi-experimental study

Journal article


Gregory, Linda, Villarosa, Amy R., Ramjan, Lucie M., Hughes, Mitch, O'Reilly, Rebecca, Stunden, Annette, Daly, Miranda, Raymond, Debra, Fatayer, Mais and Salamonson, Yenna. (2019). The influence of mathematics self-efficacy on numeracy performance in first-year nursing students : A quasi-experimental study. Journal of Clinical Nursing. 28(19-20), pp. 3651-3659. https://doi.org/10.1111/jocn.14963
AuthorsGregory, Linda, Villarosa, Amy R., Ramjan, Lucie M., Hughes, Mitch, O'Reilly, Rebecca, Stunden, Annette, Daly, Miranda, Raymond, Debra, Fatayer, Mais and Salamonson, Yenna
Abstract

Aim and objectives
To examine the factors that influence nursing students’ mathematics self-efficacy, the effect of numeracy instruction on self-efficacy, and the association between self-efficacy and numeracy test performance.

Background
Medication administration errors, including administering incorrect dosages or infusion rates, can result in serious harm to patients. Hence, it is essential that nursing students are adequately prepared with the necessary numeracy skills during their nursing program.

Design
This quasi-experimental cohort study used a pre- and post-test survey design. The study complied with the STROBE checklist for cohort research.

Methods
In total, n = 715 undergraduate first year nursing students participated in the study from June to October 2017 at a single multi-campus university in the Western Sydney region of Australia. Data were collected at three time-points: (a) baseline, including assessing pre-instruction mathematics self-efficacy (NSE-Math scale); (b) 6-week follow-up; including assessing post-instruction mathematics self-efficacy; and (c) numeracy test performance was collected at 7-week follow-up.

Findings
At baseline, those with high NSE-Math scale scores were more likely to be male and have at least high school advanced mathematics level education. Following structured numeracy instruction, NSE-Math scale scores increased significantly, and those who obtained a satisfactory grade in their numeracy assessment were more likely to have high NSE-Math scale scores and high academic performance in the previous semester.

Conclusion
The study shows that structured numeracy instruction improved mathematics self-efficacy, which in turn influenced numeracy test performance.

Relevance to clinical practice
Using a structured medication numeracy pedagogical approach, to teach skills in nursing undergraduate programs, provides students with the foundations to improve mathematics self-efficacy and to be successful and safe with medication numeracy calculations and administration in clinical practice.

Keywordsdrug calculations; numeracy; nursing students; self-efficacy; test performance
Year2019
JournalJournal of Clinical Nursing
Journal citation28 (19-20), pp. 3651-3659
PublisherJohn Wiley & Sons Ltd
ISSN0962-1067
Digital Object Identifier (DOI)https://doi.org/10.1111/jocn.14963
PubMed ID31192481
Scopus EID2-s2.0-85068135445
Page range3651-3659
Publisher's version
License
All rights reserved
File Access Level
Controlled
Output statusPublished
Publication dates
Online26 Jun 2019
Publication process dates
Accepted29 May 2019
Deposited22 May 2025
Additional information

© 2019 John Wiley & Sons Ltd.

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