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This is a Quantitative Study study.

Topical Analysis of Programming Education Research Literature

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The analysis identified nearly 10,000 papers focused on programming education published from 1967 to 2023.
A total of 27 topical areas were grouped into seven broader themes, including evaluation and advanced topics.
Topic modelling was used to analyze titles and abstracts, revealing patterns in programming education research output.
Research activity has evolved over decades, with specific topics linked to targeted conferences and publication venues.

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Topical analysis reveals 27 research areas in programming education, indicating trends across CS1, pedagogy, and more.

Malmi et al. (2025) studied this question.

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