1 Sitaatiot (Scopus)
29 Lataukset (Pure)

Abstrakti

The modality effect in multimedia learning suggests that pictures are best accompanied by audio explanations rather than text, but this finding has not been replicated in computing education. We investigate which instructional modality works best as an accompaniment for algorithm visualizations. In a randomized controlled trial, learners were split into three conditions who viewed an instructional video on Dijkstra's algorithm, with diagrams accompanied by audio, text, or both. We find neither a modality effect in favor of the audio condition nor a verbal redundancy effect in favor of using only a single modality rather than both. Taken together with earlier research, our findings suggest that the modality effect is difficult to apply reliably and computing educators should not rush to integrate audio into visualizations in expectation of the effect. We discuss theoretical viewpoints that future research should attend to; these include alternative part-explanations of the modality effect and attention-based models of working memory, among others.
AlkuperäiskieliEnglanti
OtsikkoICER 2021 - Proceedings of the 17th ACM Conference on International Computing Education Research
KustantajaACM
Sivut368–378
Sivumäärä11
ISBN (elektroninen)9781450383264
DOI - pysyväislinkit
TilaJulkaistu - 16 elokuuta 2021
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaACM Conference on International Computing Education Research - Virtual, Online
Kesto: 16 elokuuta 202119 elokuuta 2021
Konferenssinumero: 17
https://icer2021.acm.org/

Conference

ConferenceACM Conference on International Computing Education Research
LyhennettäICER
KaupunkiVirtual, Online
Ajanjakso16/08/202119/08/2021
www-osoite

Sormenjälki

Sukella tutkimusaiheisiin 'Algorithm Visualization and the Elusive Modality Effect'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.

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