fitz_2024_numeracy_nom

30,722 responses from 2,806 respondents to 11 items.

The scored version of this table is fitz_2024_numeracy.

One of 3 tables from the same source; this one measures Objective numeracy. The others are listed under Related tables.

About this table

DescriptionNominal companion of fitz_2024_numeracy: objective numeracy battery, 11 items, US survey respondents; text is the free-text answer as typed (option number for numeracy4/numeracy5), resp the published scoring. 30,722 responses from 2,806 respondents.
ReferenceFitz EB, Stecuła DA, Hitt MP, Saunders KL (2024). Objective numeracy exacerbates framing effects from decision-making under political risk. Scientific reports, 14, 10473. https://doi.org/10.1038/s41598-024-61099-y
DOI10.1038/s41598-024-61099-y
LicenceCC BY 4.0
Source datahttps://europepmc.org/article/PMC/PMC11076582

Size and shape

Responses30,722
Respondents2,806
Items11
Response categories1,315
Responses per respondent10.949

Classification

age rangeAdult (18+)
sampleInternet-based
construct typeCognitive/educational
measurement toolTest
item formatMixed
primary language(s)eng
construct nameObjective numeracy

Columns

cov_agecov_educationcov_gendercov_ideologycov_incomecov_raceiditemresptext

id, item, resp are defined in the IRW data standard and mean the same in every table. For the other columns, including what item codes and covariate values stand for, any codebook is the one 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("fitz_2024_numeracy_nom", source = "nom")
# Python
pip install irw

import irw
df = irw.fetch("fitz_2024_numeracy_nom", source="nom")

How to cite

@article{Fitz_2024, title={Objective numeracy exacerbates framing effects from decision-making under political risk}, volume={14}, ISSN={2045-2322}, url={http://dx.doi.org/10.1038/s41598-024-61099-y}, DOI={10.1038/s41598-024-61099-y}, number={1}, journal={Scientific Reports}, publisher={Springer Science and Business Media LLC}, author={Fitz, Erin B. and Stecuła, Dominik A. and Hitt, Matthew P. and Saunders, Kyle L.}, year={2024}, month=May }

Version and provenance

IRW versionv581
Redivis datasetirw_nominal v4.1
Redivis dataset DOI10.57761/9hzd-dc70
Manifest pin for this IRW versionv4.1
Metadata sourceirw_meta v44.0