Evidence map›Paper›PMID 41588440›Full record

ArticleBMC medical education2026

Development and evaluation of an individual innovation model for nursing students: a mixed-method study.

Naval Heydari, Mahnaz Rakhshan, Camellia Torabizadeh, Ghasem Salimi

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Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Naval HeydariDepartment of Nursing, Community Based Psychiatric Care Research Center, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran.
Mahnaz RakhshanDepartment of Nursing, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran. mzrakhshan@gmail.com.
Camellia TorabizadehDepartment of Nursing, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran.
Ghasem SalimiDepartment of Educational Administration and Planning, Faculty of Education and Psychology, Shiraz University, Shiraz, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInnovation is a necessary competence in nursing students and exploration of this concept in the context of nursing students is crucial. One of the robust approaches to exploring concepts is model development. So, the aim of this study was development and evaluation of an individual innovation model for nursing students, in order to provide educators with a practical framework for foster innovative skills of nursing students, ultimately improving quality of care in clinical settings.

methodsThis Sequential exploratory mixed-method study was conducted in a nursing school located in the south of Iran in two phases: (1) exploring the concept of individual innovation and its dimensions and (2) psychometric evaluation of the model. In the first phase, the researchers conducted a qualitative research based on content analysis, a scoping review, and model development. In the second phase of the study, the model was evaluated using the Delphi method and the model items were prioritized and weighted using the analytic hierarchy process.

resultsBased on the findings from the first phase of the study, the components of the initial version of nursing students’ individual innovation model consisted of 44 items which fell into three categories: dynamism and comprehensive reform, professional innovation, and alignment of innovation drivers. After being analyzed and revised in the stage of validation, the items decreased to 27.

conclusionIndividual innovation is a developing, systematic, and multi-faceted phenomenon influenced by a variety of personal, professional, and organizational factors. Management of the influential factors in individual innovation by managers and development of effective interventions in this area can help promote individual innovation among nursing students. CLINICAL TRIAL NUMBER: not applicable.

Indexed as

Clinical CompetenceModels, EducationalStudents, NursingDelphi TechniqueHumansIranPsychometricsQualitative ResearchIndividual innovationModelNursingStudent

Identifiers

PMID41588440
PMCPMC12918588

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