Journal La Edusci
Vol. 7 No. 3 (2026): Journal La Edusci

Pedagogy, Personality, and Proficiency: Disentangling the Effects of Character-Creativity Instruction and Instructor Qualifications on Student Achievement in Program Design Methodology

Darmojo, Hardjito S. (Unknown)
Siswosuharjo, Partono (Unknown)
Rossa, M Adila (Unknown)
Al-Bahra (Unknown)
Qohar, Abdul (Unknown)



Article Info

Publish Date
08 May 2026

Abstract

This research advances a more integrative model of programming education. It challenges the enduring myth that programming is solely a “hard skill” domain governed by innate logic, and instead positions it as a socio-cognitive-ethical practice shaped by how and by whom it is taught. This study employs a quasi-experimental, non-equivalent control group design with pretest–posttest measurements to examine the independent and interactive effects of two key predictors Character-Creativity Instruction (CCI) and instructor qualifications on student achievement in a foundational Program Design Methodology course. The finding that mathematical-logical ability explains only 22.3% of variance in programming achievement; Our moderation analysis reveals a crucial insight: pedagogical innovation is not self-actualizing. CCI’s efficacy is contingent upon the instructor’s capacity to enact it meaningfully; The large effect sizes observed in higher-order competencies such as algorithmic design and problem decomposition challenge the artificial dichotomy between “hard” technical skills and “soft” human attributes; Practically, our findings advocate for a dual investment strategy that is curriculum reform and Faculty development. The conclusion is these findings dismantle the persistent “math myth” in computing education and reframe programming as a socio-cognitive-ethical practice where character, creativity, and teaching quality are not peripheral “soft skills,” but core determinants of technical mastery

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Journal Info

Abbrev

JournalLaEdusci

Publisher

Subject

Education Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

Description

Journal La Edusci ISSN 2721-1258 (Online) and ISSN 2721-0979 (Print) includes all the areas of research activities in all fields of Education such as Teacher education, Population education, Vocational education, Value education, Psychological education, Educational counseling, Educational ...