big5_sirt

120,000 responses from 500 respondents to 240 items.

About this table

DescriptionData from a big 5 measure
ReferenceDolan, C. V., Oort, F. J., Stoel, R. D., & Wicherts, J. M. (2009). Testing measurement invariance in the target rotated multigroup exploratory factor model. Structural Equation Modeling: A Multidisciplinary Journal, 16(2), 295-314.
DOI10.1080/10705510902751416
LicenceGPL-3.0
Source datahttps://cran.r-project.org/web/packages/sirt/index.html

Size and shape

Responses120,000
Respondents500
Items240
Response categories3
Responses per respondent240
Responses per item500
Density1
LongitudinalFALSE

Classification

age rangeAdult (18+)
construct typePersonality
measurement toolSurvey/questionnaire
item formatLikert Scale/selected response
primary language(s)eng
construct nameData from a big 5 measure

Codebook

This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, sirt.R. It is our best reading, not the source’s own codebook, and it may contain mistakes. Where the two disagree, the source data are the authority. If you find an error, please tell us.

ColumnWhat it isSource column
IRW standard columns
idIRW standard Identifier for the focal unit being measured — typically a person, but sometimes another entity (e.g., a word in a lexical task).made in the build script
itemIRW standard Item identifier.made in the build script
respIRW standard Response value.made in the build script

What item codes and covariate values stand for is in the package’s documentation, sirt::data.big5.

Get the data

Download CSVno account neededBrowse on Redivisexplore and queryCroissant metadataHugging Face, Kaggle, OpenML

Or load it directly in R or Python:

# R (no account needed)
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("big5_sirt")
# Python (needs a free Redivis account)
pip install irw

import irw
df = irw.fetch("big5_sirt")

How to cite

@article{Dolan_2009, title={Testing Measurement Invariance in the Target Rotated Multigroup Exploratory Factor Model}, volume={16}, ISSN={1532-8007}, url={http://dx.doi.org/10.1080/10705510902751416}, DOI={10.1080/10705510902751416}, number={2}, journal={Structural Equation Modeling: A Multidisciplinary Journal}, publisher={Informa UK Limited}, author={Dolan, Conor V. and Oort, Frans J. and Stoel, Reinoud D. and Wicherts, Jelte M.}, year={2009}, month=apr, pages={295–314} }

Version and provenance

IRW versionv540
Redivis datasetitem_response_warehouse v70.0
Redivis dataset DOI10.57761/4qxs-pq87
Manifest pin for this IRW versionv70.0
Metadata sourceirw_meta v37.0