mcdonnell_2022_gp_referral

900 rated or chosen profiles from 150 respondents, in up to 6 tasks of 1 profile varying on 5 attributes.

About this table

DescriptionIrish general practitioners (n = 150) read 6 vignettes of a 5-year-old with fever and cough varying repeat presentation, time and day, parental request for referral, parental capacity to cope and access to a rapid paediatric clinic, and decided whether to refer the child to the emergency department.
ReferenceMcDonnell, T., Nicholson, E., & McAuliffe, E. (2022). The role of contextual factors in decision-making by General Practitioners on paediatric referral to the Emergency Department: A Discrete Choice Experiment [Data set]. Zenodo.
LicenceCC BY 4.0
Source datahttps://doi.org/10.5281/zenodo.6657412

Notes

These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.

Size and shape

Respondents150
Rows (one per respondent, task and profile)900
Tasks per respondent (most)6
Profiles per task1
Attributes5
Tasks with no profile chosen626

Design

Topichealth covid
A profile representsperson
CountryIE
Language shownen
Language of stored levelsen
Randomization restrictionsyes (stated by the source): fixed blocked design: 12 vignettes in 2 blocks of 6 (blocks 2/4 are another study); only these 12 level combinations occur and level shares are unequal (e.g. Friday 3 of 12 vignettes)
Task orderinferred from row order
Profile positionrecorded in the deposit

Because the attribute levels were not randomized independently, an estimator has to account for the restriction; a plain difference in means across levels can mislead. Task order or profile position was rebuilt from row order; analyses of position or task order should leave it out.

Outcomes:

choiceGiven the information provided above, would you refer the patient to the ED or not refer? [choice, opt-out allowed]

Columns

attr_capacityattr_clinicattr_repeatattr_requestattr_timechoicecov_age_groupcov_countycov_duration_seccov_ed_accesscov_finishedcov_gendercov_paed_trainingcov_practice_sizecov_rank_capacitycov_rank_cliniccov_rank_repeatcov_rank_requestcov_rank_timecov_referral_pathwayscov_uncertainty_1cov_uncertainty_10cov_uncertainty_11cov_uncertainty_12cov_uncertainty_13cov_uncertainty_14cov_uncertainty_15cov_uncertainty_2cov_uncertainty_3cov_uncertainty_4cov_uncertainty_5cov_uncertainty_6cov_uncertainty_7cov_uncertainty_8cov_uncertainty_9cov_year_qualifiedcov_years_gpidprofiletasktrial_block

The layout (one row per respondent, task and profile; choice/rating outcomes; attr_ columns holding each attribute level as displayed) is defined in the IRW conjoint standard. What the outcomes asked is under Design above.

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("mcdonnell_2022_gp_referral", source = "conj")
# Python
pip install irw

import irw
df = irw.fetch("mcdonnell_2022_gp_referral", source="conj")

How to cite

@misc{https://doi.org/10.5281/zenodo.6657412,
  doi = {10.5281/ZENODO.6657412},
  url = {https://zenodo.org/record/6657412},
  author = {McDonnell, Therese and Nicholson, Emma and McAuliffe, Eilish},
  keywords = {Discrete Choice Experiment; General Practice; Emergency Department; Referral; decision-making},
  title = {The role of contextual factors in decision-making by General Practitioners on paediatric referral to the Emergency Department: A Discrete Choice Experiment},
  publisher = {Zenodo},
  year = {2022},
  copyright = {Creative Commons Attribution 4.0 International}
}

Version and provenance

IRW versionv584
Redivis datasetirw_conjoint v4.2
Redivis dataset DOI10.57761/qkye-q530
Manifest pin for this IRW versionv4.2
Metadata sourceirw_meta v44.0