Development and Validation of Filipino Learners’ Academic Resilience Scale (FLARS)

J. Honra
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Abstract

Academic resilience can lead to better behavior and results for disadvantaged learners since they can achieve good educational outcomes despite diversity. Several studies mentioned that various protective factors could affect resilience among students. On the other hand, several risk factors also directly affect its development among learners. This research provides a scholarly source for developing a scale that determines the level of academic resiliency of selected secondary school students and describes its psychometric features. The preliminary items for the scale were drafted based on the literature review and personal interviews using open-ended questions with secondary school students in Bulacan. The interview questions were based on the risk and protective factors for academic resilience suggested by Kutlu and Yavuz (2016). The scale used a four-point Likert scale, with higher scores indicating greater academic resilience. After validating the preliminary scale, the researcher analyzed the validity and reliability of the new scale items among 591 students. Using exploratory factor analyses, two primary factors were extracted – internal and external protective factors - with 37 items for FLARS. Several well-recognized criteria for the factorability of a correlation were used. The Kaiser-Meyer-Olkin measure of sampling adequacy was .915, above the commonly recommended value of .6, and Bartlett’s test of sphericity was significant (X2(666)=7351.246, p < .05). Also, the overall Cronbach’s alpha was .901, which showed very high reliability. Therefore, the FLARS instrument is reliable and valid. It can measure the level of academic resilience of secondary school students. However, it might be readministered to a bigger sample for greater reliability, validity, and generalizability of results.
菲律宾语学习者学业弹性量表(FLARS)的编制与验证
学业弹性可以为弱势学习者带来更好的行为和结果,因为他们可以在多样性的情况下取得良好的教育成果。几项研究提到,各种保护性因素可能会影响学生的适应能力。另一方面,一些风险因素也直接影响学习者的发展。本研究提供了一个学术来源,以制定一个量表,以确定选定的中学生的学业弹性水平,并描述其心理测量特征。量表的初步项目是根据文献综述和对布拉干中学生开放式问题的个人访谈来起草的。访谈问题基于Kutlu和Yavuz(2016)提出的学业弹性的风险和保护因素。该量表采用李克特四分制,分数越高表明学业适应能力越强。在对初步量表进行验证后,研究人员对591名学生进行了新量表项目的效度和信度分析。采用探索性因子分析,提取了内部和外部保护因子两个主要因子,共37项FLARS。几个公认的标准的因素的相关性被使用。Kaiser-Meyer-Olkin抽样充分性测度值为0.915,高于一般推荐值0.6,Bartlett球度检验显著(X2(666)=7351.246, p < 0.05)。总体的Cronbach’s alpha为0.901,具有很高的信度。因此,FLARS仪器是可靠有效的。它可以衡量中学生的学业弹性水平。然而,它可能被重新管理到一个更大的样本,以获得更高的可靠性、有效性和结果的普遍性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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