Jurnal Pendidikan Progresif
Vol 13, No 3 (2023): Jurnal Pendidikan Progresif

The Effect of Computational Thinking and Gender on Social Problem Solving Learning Outcomes

Slamet Riyadi (Universitas Sebelas Maret)
Eka Budhi Santosa (Universitas Sebelas Maret)



Article Info

Publish Date
25 Apr 2025

Abstract

The Effect of Computational Thinking and Gender on Social Problem Solving Learning Outcomes. Objective: to see the relationship between students' level of computational thinking (CT) on learning outcomes in solving social problems. Metode: using descriptive verification method with advanced analysis of K-Means clustering. Finding: Male and female learning outcomes are significantly different, where female students on average have higher learning outcomes. CT Men and Women there is no significant difference. There is a significant relationship between CT variables and learning outcomes to solve problems. The results of the K-Means analysis showed that Cluster 3 was a group of women with moderate CT levels and high learning outcomes, while cluster 4 was a group of men with moderate CT levels and moderate learning outcomes. Conclusion: female students have higher learning outcomes than male students; there is no significant relationship between CT level and gender; and the results of the K-Mean clustering analysis found 8 clusters.   Keywords: computational thinking, gender, learning outcomes.DOI: http://dx.doi.org/10.23960/jpp.v13.i3.202309

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Journal Info

Abbrev

jpp

Publisher

Subject

Education

Description

urnal Pendidikan Progresif is an academic journal that published all the studies in the areas of education, learning, teaching, curriculum development, learning environments, teacher education, educational technology, educational developments from various types of research such as surveys, research ...