Construct Validity of Mathematical Resilience: Confirmatory Factor Analysis
Arista Wibowo, İsnandar Slamet, Imam Sudjadi
Abstract
Open-access reader
Arista Wibowo, İsnandar Slamet, Imam Sudjadi
Abstract
Open-access reader
In this study, the validity of the construct of mathematical resilience was measured.Confirmatory factor analysis was performed and followed by testing the correlation between mathematical resilience factor.Subjects in this study amounted to 98 students.The results showed that the construct of mathematical resilience consists of five dimensions: a) uncertainties show the desire to socialize, easy to provide assistance, discuss with peers, and adapt to the environment; b) showing diligence, confidence, hard work and not easily giving up facing problems, failures, and; c) create new ideas and find creative solutions to challenges; d) using the experience of failure to build self-motivation; e) having curiosity, reflecting, researching, and utilizing various sources; f) have the ability to control themselves; aware of his feelings.
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In this study, the validity of the construct of mathematical resilience was measured.Confirmatory factor analysis was performed and followed by testing the correlation between mathematical resilience factor.Subjects in this study amounted to 98 students.The results showed that the construct of mathematical resilience consists of five dimensions: a) uncertainties show the desire to socialize, easy to provide assistance, discuss with peers, and adapt to the environment; b) showing diligence, confidence, hard work and not easily giving up facing problems, failures, and; c) create new ideas and find creative solutions to challenges; d) using the experience of failure to build self-motivation; e) having curiosity, reflecting, researching, and utilizing various sources; f) have the ability to control themselves; aware of his feelings.
Key concepts: Confirmatory factor analysis, Construct (python library), Resilience (materials science), Construct validity, Computer science, Psychology, Psychometrics, Structural equation modeling