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Improving hardiness among university students: A meta-analysis of intervention studies

INTRODUCTION: Increasing the hardiness of students is a crucial objective in higher education. Universities and colleges have created a variety of interventions to improve students' overall hardiness. METHODS: In terms of the effects of such interventions, empirical research has shown inconclus...

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Autores principales: Jianping, Gao, Zhihui, Zhu, Roslan, Samsilah, Zaremohzzabieh, Zeinab, Burhanuddin, Nur Aimi Nasuha, Geok, Soh Kim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878849/
https://www.ncbi.nlm.nih.gov/pubmed/36710728
http://dx.doi.org/10.3389/fpsyg.2022.994453
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author Jianping, Gao
Zhihui, Zhu
Roslan, Samsilah
Zaremohzzabieh, Zeinab
Burhanuddin, Nur Aimi Nasuha
Geok, Soh Kim
author_facet Jianping, Gao
Zhihui, Zhu
Roslan, Samsilah
Zaremohzzabieh, Zeinab
Burhanuddin, Nur Aimi Nasuha
Geok, Soh Kim
author_sort Jianping, Gao
collection PubMed
description INTRODUCTION: Increasing the hardiness of students is a crucial objective in higher education. Universities and colleges have created a variety of interventions to improve students' overall hardiness. METHODS: In terms of the effects of such interventions, empirical research has shown inconclusive results. This meta-analysis applies 12 effect sizes from 12 independent empirical studies, with a total of 640 participants, to assess the overall impact of interventions on students' hardiness and to test for moderators, in light of the contradictory findings in prior work. The current meta-analysis calculates the standardized mean differences (SMD) of pre-post interventions. The level of study heterogeneity, represented by I(2), was interpreted as small (I(2) ≤ 25%), moderate (25% < I(2) ≤ 50%), substantial (50% < I(2) ≤ 75%), or considerable (I(2) > 75%). Twelve studies met the inclusion criteria and were included in the meta-analysis. RESULTS: The results show that the interventions had a significant positive overall effect on students' hardiness (g = 0.998, k = 12) and show significant heterogeneity among effect sizes. Among the interventions, cognitive-based intervention yielded the largest mean effect size (g = 2.015, k = 5). Furthermore, moderator analyses suggest that the effects of the interventions on students' hardiness are moderated by respondent type, culture, intervention type, research design, years, and duration of intervention. DISCUSSION: We conclude that interventions that promote students' hardiness are officious. Despite the low homogeneity of the results and limitations of this meta-analysis (e.g., a small number of included studies) which might have influenced the findings, the large fail-safe N suggests that these findings are robust. The study examined potential causes of heterogeneity and emphasized the importance of further research in this area.
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spelling pubmed-98788492023-01-27 Improving hardiness among university students: A meta-analysis of intervention studies Jianping, Gao Zhihui, Zhu Roslan, Samsilah Zaremohzzabieh, Zeinab Burhanuddin, Nur Aimi Nasuha Geok, Soh Kim Front Psychol Psychology INTRODUCTION: Increasing the hardiness of students is a crucial objective in higher education. Universities and colleges have created a variety of interventions to improve students' overall hardiness. METHODS: In terms of the effects of such interventions, empirical research has shown inconclusive results. This meta-analysis applies 12 effect sizes from 12 independent empirical studies, with a total of 640 participants, to assess the overall impact of interventions on students' hardiness and to test for moderators, in light of the contradictory findings in prior work. The current meta-analysis calculates the standardized mean differences (SMD) of pre-post interventions. The level of study heterogeneity, represented by I(2), was interpreted as small (I(2) ≤ 25%), moderate (25% < I(2) ≤ 50%), substantial (50% < I(2) ≤ 75%), or considerable (I(2) > 75%). Twelve studies met the inclusion criteria and were included in the meta-analysis. RESULTS: The results show that the interventions had a significant positive overall effect on students' hardiness (g = 0.998, k = 12) and show significant heterogeneity among effect sizes. Among the interventions, cognitive-based intervention yielded the largest mean effect size (g = 2.015, k = 5). Furthermore, moderator analyses suggest that the effects of the interventions on students' hardiness are moderated by respondent type, culture, intervention type, research design, years, and duration of intervention. DISCUSSION: We conclude that interventions that promote students' hardiness are officious. Despite the low homogeneity of the results and limitations of this meta-analysis (e.g., a small number of included studies) which might have influenced the findings, the large fail-safe N suggests that these findings are robust. The study examined potential causes of heterogeneity and emphasized the importance of further research in this area. Frontiers Media S.A. 2023-01-12 /pmc/articles/PMC9878849/ /pubmed/36710728 http://dx.doi.org/10.3389/fpsyg.2022.994453 Text en Copyright © 2023 Jianping, Zhihui, Roslan, Zaremohzzabieh, Burhanuddin and Geok. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Jianping, Gao
Zhihui, Zhu
Roslan, Samsilah
Zaremohzzabieh, Zeinab
Burhanuddin, Nur Aimi Nasuha
Geok, Soh Kim
Improving hardiness among university students: A meta-analysis of intervention studies
title Improving hardiness among university students: A meta-analysis of intervention studies
title_full Improving hardiness among university students: A meta-analysis of intervention studies
title_fullStr Improving hardiness among university students: A meta-analysis of intervention studies
title_full_unstemmed Improving hardiness among university students: A meta-analysis of intervention studies
title_short Improving hardiness among university students: A meta-analysis of intervention studies
title_sort improving hardiness among university students: a meta-analysis of intervention studies
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878849/
https://www.ncbi.nlm.nih.gov/pubmed/36710728
http://dx.doi.org/10.3389/fpsyg.2022.994453
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