Systematic Review of Protective Factors Related to Academic Resilience in Children and Adolescents: Unpacking the Interplay of Operationalization, Data, and Research Method

Overview

Journal Front Psychol

Date 2024 Sep 5

PMID 39233882

Authors

Wangqiong Ye

Nani Teig

Sigrid Blomeke

Affiliations

Soon will be listed here.

Abstract

Identifying protective factors that promote academic resilience is vital. Nevertheless, due to the variations in the operationalizations of academic resilience, timeframes, data sources, and employed research methods, it remains unclear whether the impact of protective factors identified across studies can be attributed to the factors themselves or to these variations. By addressing these uncertainties, this study aims to provide an overview of the protective factors that have been extensively investigated in academic resilience and their degree of influence. A literature search found 119 empirical studies on protective factors in education settings for children and adolescents. The review analyzed five protective factors groups (individual, family, school, peer, community), three operationalizations of academic resilience (simultaneous, progressive, instrumental), two timeframes (longitudinal, non-longitudinal), three data sources (self-collected, national/local assessments, international large-scale assessments), and commonly employed research methods. The studies analyzed in this review yielded mixed results regarding the impact of the examined protective factors, with measurement instruments and statistical power playing a significant role in explaining the variations. Individual and school-level characteristics emerged as the most well-studied protective factors; individual characteristics were often investigated through "instrumental" operationalization and structural equational models, whereas school-level characteristics were typically explored through "simultaneous" or "progressive" operationalizations and multilevel modeling. Approximately 31 and 16% of the studies utilized national assessments and international large-scale assessment data, respectively. Both data sources promoted the exploration of school-level factors, with the former facilitating the exploration of protective factors across time and the latter contributing to the investigation of teaching-related factors.

Citing Articles

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References

Martin A, Colmar S, Davey L, Marsh H . Longitudinal modelling of academic buoyancy and motivation: do the '5Cs' hold up over time?. Br J Educ Psychol. 2010; 80(Pt 3):473-96. DOI: 10.1348/000709910X486376. View

Armfield J, Ey L, Zufferey C, Gnanamanickam E, Segal L . Educational strengths and functional resilience at the start of primary school following child maltreatment. Child Abuse Negl. 2021; 122:105301. DOI: 10.1016/j.chiabu.2021.105301. View

Nichols E, Loper A, Meyer J . Promoting Educational Resiliency in Youth with Incarcerated Parents: The Impact of Parental Incarceration, School Characteristics, and Connectedness on School Outcomes. J Youth Adolesc. 2015; 45(6):1090-109. DOI: 10.1007/s10964-015-0337-6. View

Oldfield J, Stevenson A, Ortiz E . Promoting resilience in street connected young people in Guatemala: The role of psychological and educational protective factors. J Community Psychol. 2019; 48(2):590-604. DOI: 10.1002/jcop.22272. View

Kosciw J, Palmer N, Kull R . Reflecting resiliency: openness about sexual orientation and/or gender identity and its relationship to well-being and educational outcomes for LGBT students. Am J Community Psychol. 2014; 55(1-2):167-78. DOI: 10.1007/s10464-014-9642-6. View

McGrath T, Alabousi M, Skidmore B, Korevaar D, Bossuyt P, Moher D . Recommendations for reporting of systematic reviews and meta-analyses of diagnostic test accuracy: a systematic review. Syst Rev. 2017; 6(1):194. PMC: 5633882. DOI: 10.1186/s13643-017-0590-8. View

Collie R, Martin A, Malmberg L, Hall J, Ginns P . Academic buoyancy, student's achievement, and the linking role of control: A cross-lagged analysis of high school students. Br J Educ Psychol. 2015; 85(1):113-30. DOI: 10.1111/bjep.12066. View

Martin A, Marsh H . Academic buoyancy: Towards an understanding of students' everyday academic resilience. J Sch Psychol. 2008; 46(1):53-83. DOI: 10.1016/j.jsp.2007.01.002. View

Randolph K, Fraser M, Orthner D . Educational resilience among youth at risk. Subst Use Misuse. 2004; 39(5):747-67. DOI: 10.1081/ja-120034014. View

10.

Luthar S, Cicchetti D, Becker B . The construct of resilience: a critical evaluation and guidelines for future work. Child Dev. 2000; 71(3):543-62. PMC: 1885202. DOI: 10.1111/1467-8624.00164. View

11.

Fantuzzo J, Leboeuf W, Rouse H, Chen C . Academic achievement of African American boys: a city-wide, community-based investigation of risk and resilience. J Sch Psychol. 2012; 50(5):559-79. DOI: 10.1016/j.jsp.2012.04.004. View

12.

Austin J, Jeffries E, Winston 3rd W, Brady S . Race-related Stressors and Resources for Resilience: Associations With Emotional Health, Conduct Problems, and Academic Investment Among African American Early Adolescents. J Am Acad Child Adolesc Psychiatry. 2021; 61(4):544-553. PMC: 10276546. DOI: 10.1016/j.jaac.2021.05.020. View

13.

Erlingsson C, Brysiewicz P . A hands-on guide to doing content analysis. Afr J Emerg Med. 2018; 7(3):93-99. PMC: 6234169. DOI: 10.1016/j.afjem.2017.08.001. View

14.

Fang G, Chan P, Kalogeropoulos P . Social Support and Academic Achievement of Chinese Low-Income Children: A Mediation Effect of Academic Resilience. Int J Psychol Res (Medellin). 2020; 13(1):19-28. PMC: 7498124. DOI: 10.21500/20112084.4480. View

15.

Bellis M, Hughes K, Ford K, Hardcastle K, Sharp C, Wood S . Adverse childhood experiences and sources of childhood resilience: a retrospective study of their combined relationships with child health and educational attendance. BMC Public Health. 2018; 18(1):792. PMC: 6020215. DOI: 10.1186/s12889-018-5699-8. View

16.

Fiorilli C, Farina E, Buonomo I, Costa S, Romano L, Larcan R . Trait Emotional Intelligence and School Burnout: The Mediating Role of Resilience and Academic Anxiety in High School. Int J Environ Res Public Health. 2020; 17(9). PMC: 7246930. DOI: 10.3390/ijerph17093058. View

17.

Garcia-Crespo F, Fernandez-Alonso R, Muniz J . Academic resilience in European countries: The role of teachers, families, and student profiles. PLoS One. 2021; 16(7):e0253409. PMC: 8253434. DOI: 10.1371/journal.pone.0253409. View

18.

Peck S, Roeser R, Zarrett N, Eccles J . Exploring the Roles of Extracurricular Activity Quantity and Quality in the Educational Resilience of Vulnerable Adolescents: Variable- and Pattern-Centered Approaches. J Soc Issues. 2009; 64(1):135-156. PMC: 2699299. DOI: 10.1111/j.1540-4560.2008.00552.x. View

19.

Wolke D, Jaekel J, Hall J, Baumann N . Effects of sensitive parenting on the academic resilience of very preterm and very low birth weight adolescents. J Adolesc Health. 2013; 53(5):642-7. DOI: 10.1016/j.jadohealth.2013.06.014. View

20.

Garcia-Crespo F, Suarez-Alvarez J, Fernandez-Alonso R, Muniz J . Academic Resilience in Mathematics and Science: Europe TIMSS-2019 Data. Psicothema. 2022; 34(2):217-225. DOI: 10.7334/psicothema2021.486. View