Tools used to identify nursing students at risk of dropping out: a mixed-methods systematic review

Currently, when no tool seems to be superior to another, educators and administrators exploring possibilities to implement these tools need to consider and possibly compromise between predictive accuracy and thoroughness. Further studies are needed to determine the appropriate balance between the objective and subjective factors when developing a valid and reliable tool with the ability to predict either intention or actual dropout of nursing students.

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Publication Details

Journal
Nurse Education Today
Published
2025-12-08
DOI
https://doi.org/10.1016/j.nedt.2025.106953
Primary Topic
Nursing education and management
Type
article
Field-Weighted Citation Impact
0.00
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article

Tools used to identify nursing students at risk of dropping out: a mixed-methods systematic review

Leena Salminen, Sanna Koskinen, Emilia Kielo‐Viljamaa, Camilla Strandell‐Laine et al.
Nurse Education Today
Nursing education and management
article

Tools used to identify nursing students at risk of dropping out: a mixed-methods systematic review

Leena Salminen, Sanna Koskinen, Emilia Kielo‐Viljamaa, Camilla Strandell‐Laine, Eliisa Löyttyniemi, Heli Virtanen, Tuuli Paija
article en

Abstract

Currently, when no tool seems to be superior to another, educators and administrators exploring possibilities to implement these tools need to consider and possibly compromise between predictive accuracy and thoroughness. Further studies are needed to determine the appropriate balance between the objective and subjective factors when developing a valid and reliable tool with the ability to predict either intention or actual dropout of nursing students.

Nurse Education TodayVol. 158
Novia University of Applied Sciences (FI), University of Turku (FI), Turku University of Applied Sciences (FI), Turku University Hospital (FI)
Openalex Percentile: Top 77%
Nursing education and management
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Tools used to identify nursing students at risk of dropping out: a mixed-methods systematic review — Leena Salminen, Sanna Koskinen, et al. · Nurse Education Today (2025) | TGRS Research Map | TGRS