A PROTOCOL FOR ANALYZING REPEATED MEASURES OF ONLINE GROUP BEHAVIOR

Simple item page
dc.contributor.authorCourtney, Matthew G.R.
dc.contributor.authorCostley, Jamie
dc.contributor.authorFanguy, Mik
dc.date.accessioned2023-02-08T08:55:56Z
dc.date.available2023-02-08T08:55:56Z
dc.date.issued2022
dc.description.abstractIn this article, we feature a novel protocol that enables the analysis of repeated measures of online group behavior. The protocol accounts for (1) the nested hierarchy of the data with weeks nested in persons, and persons nested in weeks, and (2) the temporal nature of the behavior at the early, mid, and late periods of each week. To manage and analyze such data in a general way, we first give an illustration of the data structure. Thereafter, we propose a five-step Courtney-Fanguy-Costley protocol that (1) considers the data structure, (2) defines the levels of data, (3) considers variable variation, timing, and necessary aggregation, (4) ensures necessary variation, and (5) specifies null and mixed-effects models. We also provide exemplary R code for readers to replicate our approach. •A general five-step protocol for analyzing repeated measures of online group behavior is offered. •A description of the complex nested data structure is offered. •Users can simulate data in R to run through the protocol.en_US
dc.identifier.citationCourtney, M. G., Costley, J., & Fanguy, M. (2022). A protocol for analyzing repeated measures of online group behavior. MethodsX, 9, 101667. https://doi.org/10.1016/j.mex.2022.101667en_US
dc.identifier.urihttp://nur.nu.edu.kz/handle/123456789/6936
dc.language.isoenen_US
dc.publisherMethodsXen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/us/*
dc.subjectType of access: Open Accessen_US
dc.subjectonline collaborative group behavioren_US
dc.subjectRepeated measures of nested dataen_US
dc.subjectWeeks in personsen_US
dc.subjectPersons in groupsen_US
dc.subjectTwo- and three-level multilevel modelsen_US
dc.subjectR statistical programmingen_US
dc.subjectlme4en_US
dc.subjectLavaanen_US
dc.titleA PROTOCOL FOR ANALYZING REPEATED MEASURES OF ONLINE GROUP BEHAVIORen_US
dc.typeArticleen_US
workflow.import.sourcescience

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
1-s2.0-S2215016122000516-main (1).pdf
Size:
556.95 KB
Format:
Adobe Portable Document Format
Description:
article
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
6.28 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Articles