Publikasi Pendidikan
Vol 15, No 3 (2025)

Implementation of Problem Based Learning Models in Coding and Artificial Intelligence Materials to Train Students's Problem Solving Skills

Nisa, Fairuziyah Aizzatun (Unknown)



Article Info

Publish Date
20 Oct 2025

Abstract

The integration of coding and AI learning into junior high school curricula is a strategic initiative aimed at cultivating a competitive young generation that is well-equipped to thrive in the global arena. The ability to solve problems is an essential component of learning coding and AI material. Nevertheless, problem-solving activities in coding and AI materials are still regarded as challenging. The objective of this study is to enhance problem-solving skills by employing the Problem-Based Learning model in coding and AI materials. The present study constitutes a preliminary experimental investigation, employing a one-group pre-test post-test design. The study's participants were 28 seventh-grade students at SMP Negeri 49 Surabaya. This study describes the implementation of learning and students's problem-solving skills. The data collection techniques employed included observation sheets to assess the implementation of learning and problem-solving ability tests. The findings indicated that (1) the mean percentage of learning implementation in the initial meeting was 91.67%, and in the subsequent meeting, it increased to 98.33%, which was considered to be of a very good caliber, and (2) based on the N-gain analysis, the improvement obtained was classified as high with a score of 0.78. The findings of this study demonstrate that the implementation of the PBL model, facilitated by robot simulation and Pictoblox practice, can enhance problem-solving competencies in coding and AI materials.

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Journal Info

Abbrev

pubpend

Publisher

Subject

Education

Description

Publikasi Pendidikan (ISSN 2088-2092 Print, ISSN 2548-6721 Online) published an article in the form of the results of thought, research and community service education. The focus and scope of the published article is about basic education or elementary school related to the theory and practice of ...