Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia

While validation of positive youth development (PYD) measures has increased considerably of late, validation of the Five C’s of PYD among emerging adults in non-WEIRD countries remains limited. The main objective of this study was to examine the factor structure, measurement invariance, and criterio...

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Main Authors: Zaremohzzabieh, Zeinab, Krauss, Steven, Nouri, Katayoun Mehdinezhad
Format: Article
Published: SAGE Publications 2023
Online Access:http://psasir.upm.edu.my/id/eprint/107975/
https://journals.sagepub.com/doi/10.1177/21676968231215877
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Institution: Universiti Putra Malaysia
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spelling my.upm.eprints.1079752024-09-26T04:25:21Z http://psasir.upm.edu.my/id/eprint/107975/ Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia Zaremohzzabieh, Zeinab Krauss, Steven Nouri, Katayoun Mehdinezhad While validation of positive youth development (PYD) measures has increased considerably of late, validation of the Five C’s of PYD among emerging adults in non-WEIRD countries remains limited. The main objective of this study was to examine the factor structure, measurement invariance, and criterion-related validity of the Five C’s model of PYD through the use of the Positive Youth Development Inventory (PYDI). Data were collected from 436 university students in Malaysia, with a mean age of 21.19 ( SD = 1.19). The findings supported a modified bifactor model of the PYDI, which demonstrated strong measurement invariance across gender and race, but not across age categories. Connection showed the strongest latent factor correlations with the other four C’s. Criterion-related validity was supported through its association with psychological hardiness. The findings demonstrate adequate psychometric properties and cultural applicability of a modified bifactor model of the Five C’s model of PYD among emerging adults in Malaysia. SAGE Publications 2023 Article PeerReviewed Zaremohzzabieh, Zeinab and Krauss, Steven and Nouri, Katayoun Mehdinezhad (2023) Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia. Emerging Adulthood, 12 (1). pp. 1-16. ISSN 2167-6968; ESSN: 2167-6984 https://journals.sagepub.com/doi/10.1177/21676968231215877 10.1177/21676968231215877
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description While validation of positive youth development (PYD) measures has increased considerably of late, validation of the Five C’s of PYD among emerging adults in non-WEIRD countries remains limited. The main objective of this study was to examine the factor structure, measurement invariance, and criterion-related validity of the Five C’s model of PYD through the use of the Positive Youth Development Inventory (PYDI). Data were collected from 436 university students in Malaysia, with a mean age of 21.19 ( SD = 1.19). The findings supported a modified bifactor model of the PYDI, which demonstrated strong measurement invariance across gender and race, but not across age categories. Connection showed the strongest latent factor correlations with the other four C’s. Criterion-related validity was supported through its association with psychological hardiness. The findings demonstrate adequate psychometric properties and cultural applicability of a modified bifactor model of the Five C’s model of PYD among emerging adults in Malaysia.
format Article
author Zaremohzzabieh, Zeinab
Krauss, Steven
Nouri, Katayoun Mehdinezhad
spellingShingle Zaremohzzabieh, Zeinab
Krauss, Steven
Nouri, Katayoun Mehdinezhad
Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
author_facet Zaremohzzabieh, Zeinab
Krauss, Steven
Nouri, Katayoun Mehdinezhad
author_sort Zaremohzzabieh, Zeinab
title Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
title_short Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
title_full Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
title_fullStr Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
title_full_unstemmed Factor structure validation and measurement invariance testing of the Five C's model of Positive Youth Development among emerging adults in Malaysia
title_sort factor structure validation and measurement invariance testing of the five c's model of positive youth development among emerging adults in malaysia
publisher SAGE Publications
publishDate 2023
url http://psasir.upm.edu.my/id/eprint/107975/
https://journals.sagepub.com/doi/10.1177/21676968231215877
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