Unraveling the Relationship between Content Design and Kinesthetic Learning on Communities of Practice Platforms

Simple item page
dc.contributor.authorLiu, Quanchen
dc.contributor.authorXiong, Bingqing
dc.contributor.authorCai, Zhao
dc.contributor.authorLim, Eric
dc.contributor.authorTan, Chee-Wee
dc.date.accessioned2022-12-27T18:54:36Z
dc.date.available2022-12-27T18:54:36Z
dc.date.issued2023-01-03
dc.description.abstractAs a variant of the sharing economy, Communities of Practice (CoP) platforms have allowed kinesthetic learners to acquire skillsets corresponding to their interests for immediate or future use in practice. However, the impact of digital learning content design on kinesthetic learning remains underexplored in the field of information systems. We hence extend prior research by advancing content richness and structure clarity as antecedents affecting kinesthetic learners’ digestibility of contents, culminating in differential kinesthetic learning effects. To substantiate our arguments, we collected data from a leading Chinese recipe sharing platform. Whereas content richness was measured in terms of readability, verb richness, and prototypicality, structure clarity was operationalized as block structure, block quantity, and block regularity. Employing a machine learning model, we simulated and tested learners’ digestibility of image content embodied within recipes. Plans for future research beyond the current study are also discussed.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2023.079
dc.identifier.isbn978-0-9981331-6-4
dc.identifier.other2c826fb6-4c76-47c9-8717-8748c335c1f2
dc.identifier.urihttps://hdl.handle.net/10125/102708
dc.language.isoeng
dc.relation.ispartofProceedings of the 56th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectThe Sharing Economy
dc.subjectcontent richness
dc.subjectkinesthetic learning
dc.subjectonline communities of practice
dc.subjectstructure clarity
dc.titleUnraveling the Relationship between Content Design and Kinesthetic Learning on Communities of Practice Platforms
dc.type.dcmitext
prism.startingpage626

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
0061.pdf
Size:
704.37 KB
Format:
Adobe Portable Document Format
Download

Collections

The Sharing Economy