Classification of Student Leadership Profiles in Diverse Governance Settings: Insights from Pisa 2022

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Özet

Student leadership prepares students for responsibilities, such as taking on specific tasks and assuming leadership roles in their future personal and professional lives. Developing students’ leadership profiles is among the important goals of educational systems aiming for future generations to take responsibility and advance their countries. With this perspective in mind, the PISA assessment includes items to measure students’ leadership behaviors. This study aims to extract student leadership profiles from the leadership-related items in the PISA 2022 application, using data from Cambodia, Peru, Paraguay, and Guatemala, which have different governance systems and cultural characteristics. The second purpose of the research is to determine the distribution of the identified leadership profiles in these countries and explain them in the context of governance and cultural characteristics. Latent class analysis was used to determine student leadership profiles. Accordingly, two-class and three-class latent models were found to be the most suitable models to explain student profiles. While the distinction between student profiles is more pronounced in the two-class model, the three-class model provides more detailed information about student profiles. In this respect, two-class and three-class latent models are reported comparatively. In the two-class latent model, students are labeled as the “Shy or Lack of Self-Confidence Group” and the “Active Leader or Influential Group”. In the three-class latent model, students are labeled as the “Moderate or Passive Leader Group”, the “Strong Leader or Influential Group”, and the “Avoidant or Leadership-Uncomfortable Group”. In both models, it is one of the striking findings that Cambodian students are in the low leadership profile, and Peruvian students are in the high leadership profile.

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RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/bayburt/11774Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.3390/bs14080718Yayıncı resmi DOI adresi
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1
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorGörgülü, Deniz
dc.contributor.authorCoşkun, Fatma
dc.contributor.authorSipahioğlu, Mete
dc.contributor.authorDemir, Mustafa
dc.date.accessioned2026-10-29T19:08:47.149742625Z
dc.date.available2026-10-29T19:08:47.149742625Z
dc.date.issued2024
dc.description.abstractStudent leadership prepares students for responsibilities, such as taking on specific tasks and assuming leadership roles in their future personal and professional lives. Developing students’ leadership profiles is among the important goals of educational systems aiming for future generations to take responsibility and advance their countries. With this perspective in mind, the PISA assessment includes items to measure students’ leadership behaviors. This study aims to extract student leadership profiles from the leadership-related items in the PISA 2022 application, using data from Cambodia, Peru, Paraguay, and Guatemala, which have different governance systems and cultural characteristics. The second purpose of the research is to determine the distribution of the identified leadership profiles in these countries and explain them in the context of governance and cultural characteristics. Latent class analysis was used to determine student leadership profiles. Accordingly, two-class and three-class latent models were found to be the most suitable models to explain student profiles. While the distinction between student profiles is more pronounced in the two-class model, the three-class model provides more detailed information about student profiles. In this respect, two-class and three-class latent models are reported comparatively. In the two-class latent model, students are labeled as the “Shy or Lack of Self-Confidence Group” and the “Active Leader or Influential Group”. In the three-class latent model, students are labeled as the “Moderate or Passive Leader Group”, the “Strong Leader or Influential Group”, and the “Avoidant or Leadership-Uncomfortable Group”. In both models, it is one of the striking findings that Cambodian students are in the low leadership profile, and Peruvian students are in the high leadership profile.
dc.identifier.articlenumber718
dc.identifier.doi10.3390/bs14080718
dc.identifier.eissn2076-328X
dc.identifier.issn2076-328X
dc.identifier.issue8
dc.identifier.pmcidPMC11351825
dc.identifier.pmid39199114
dc.identifier.scopus2-s2.0-85202455340
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11774
dc.identifier.volume14
dc.identifier.wosWOS:001305195600001
dc.language.isoen
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.ispartofBehavioral Sciences
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectlatent class models
dc.subjectstudent leadership
dc.subjectstudents’ leadership characteristics
dc.subject.classificationPsychology, Multidisciplinary
dc.subject.classificationPsychology
dc.subject.otherEDUCATION POLICY
dc.subject.otherDEMOCRACY
dc.subject.otherWESTERN
dc.subject.otherSTYLES
dc.subject.otherCULTURE
dc.subject.otherTHINKING
dc.subject.otherSUPPORT
dc.subject.otherLOOKING
dc.subject.otherMODELS
dc.subject.otherIMPACT
dc.titleClassification of Student Leadership Profiles in Diverse Governance Settings: Insights from Pisa 2022
dc.typeArticle
rdl.citation.openalex1
rdl.citation.scopus2
rdl.citation.wos1
rdl.departmentMinistry of National Education Turkey, Konya 42070, Turkey
rdl.departmentFaculty of Education, Kahramanmaraş Sütçü İmam University, Kahramanmaraş 46050, Turkey
rdl.departmentInternational Relations Office, Samsun University, Samsun 55060, Turkey
rdl.departmentFaculty of Education, Bayburt University, Bayburt 69000, Turkey
rdl.oa.statusgold
rdl.oa.statusgreen
rdl.oa.urlhttps://www.mdpi.com/2076-328X/14/8/718/pdf?version=1723796145
rdl.scopus.quartileQ1
rdl.sdgSDG04
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexSocial Science Citation Index (SSCI)