hadzibajramovic_2022_bat23

68,494 responses from 2,978 respondents to 23 items.

About this table

DescriptionBurnout Assessment Tool (BAT-23, original Dutch version; exhaustion 8, mental distance 5, cognitive impairment 5, emotional impairment 5), 1-5 (never-always), 2,978 workers from representative working-population samples of the Netherlands and Flanders, complete cases; cov_age, cov_sex, cov_country.
ReferenceHadzibajramovic, E., Schaufeli, W., & De Witte, H. (2022). Shortening of the Burnout Assessment Tool (BAT)-from 23 to 12 items using content and Rasch analysis. BMC Public Health, 22, 560.
DOI10.1186/s12889-022-12946-y
LicenceCC BY 4.0
Source datahttps://springernature.figshare.com/articles/dataset/Additional_file_7_of_Shortening_of_the_Burnout_Assessment_Tool_BAT_from_23_to_12_items_using_content_and_Rasch_analysis/19396179

Size and shape

Responses68,494
Respondents2,978
Items23
Response categories5
Responses per respondent23
Responses per item2,978
Density1
LongitudinalFALSE

Classification

age rangeAdult (18+)
sampleWorkplace
construct typeAffective/mental health
measurement toolSurvey/questionnaire
item formatLikert Scale/selected response
primary language(s)dut
construct nameBurnout Assessment Tool (BAT-23), original Dutch version

Codebook

This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, hadzibajramovic_2022_bat23.py. 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
Respondent covariates
cov_ageCovariate age
cov_countryCovariate country
cov_sexCovariate SEX

What item codes and covariate values stand for is in the codebook released with the source data.

Get the data

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

Or load it directly in R or Python (both need a free Redivis account; the first call opens a browser to sign in):

# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("hadzibajramovic_2022_bat23")
# Python
pip install irw

import irw
df = irw.fetch("hadzibajramovic_2022_bat23")

How to cite

@article{Had_ibajramovi__2022, title={Shortening of the Burnout Assessment Tool (BAT)—from 23 to 12 items using content and Rasch analysis}, volume={22}, ISSN={1471-2458}, url={http://dx.doi.org/10.1186/s12889-022-12946-y}, DOI={10.1186/s12889-022-12946-y}, number={1}, journal={BMC Public Health}, publisher={Springer Science and Business Media LLC}, author={Hadžibajramović, Emina and Schaufeli, Wilmar and De Witte, Hans}, year={2022}, month=Mar }

Version and provenance

IRW versionv584
Redivis datasetitem_response_warehouse_5 v8.5
Redivis dataset DOI10.57761/41xy-5k56
Manifest pin for this IRW versionv8.5
Metadata sourceirw_meta v44.0