23,596 responses from 1,501 respondents to 384 items.
The scored version of this table is zorowitz_2023_marsib.
One of 2 tables from the same source; this one measures Matrix Reasoning Item Bank (MaRs-IB). The others are listed under Related tables.
| Description | Nominal companion of zorowitz_2023_marsib (MaRs-IB calibration study, 1,501 online adults, 384 item clones of 64 templates); text is the option chosen coded relative to the key (0 = correct, 1-3 = distractors). |
|---|---|
| Reference | Zorowitz, S., Chierchia, G., Blakemore, S.-J., & Daw, N. D. (2024). An item response theory analysis of the matrix reasoning item bank (MaRs-IB). Behavior Research Methods, 56(3), 1104-1122. |
| DOI | 10.3758/s13428-023-02067-8 |
| Licence | MIT |
| Source data | https://github.com/ndawlab/mars-irt |
| Responses | 23,596 |
|---|---|
| Respondents | 1,501 |
| Items | 384 |
| Response categories | 4 |
| Responses per respondent | 15.720 |
| age range | Adult (18+) |
|---|---|
| sample | Internet-based |
| construct type | Cognitive/educational |
| measurement tool | Test |
| item format | Likert Scale/selected response |
| primary language(s) | eng |
| construct name | Matrix Reasoning Item Bank (MaRs-IB) |
cov_agecov_gendercov_test_formiditemitem_familyitemcov_dimensionitemcov_distractoritemcov_shape_setresprttext
id, item, item_family, resp, rt 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.
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("zorowitz_2023_marsib_nom", source = "nom")
# Python
pip install irw
import irw
df = irw.fetch("zorowitz_2023_marsib_nom", source="nom")
@article{Zorowitz_2023, title={An item response theory analysis of the matrix reasoning item bank (MaRs-IB)}, volume={56}, ISSN={1554-3528}, url={http://dx.doi.org/10.3758/s13428-023-02067-8}, DOI={10.3758/s13428-023-02067-8}, number={3}, journal={Behavior Research Methods}, publisher={Springer Science and Business Media LLC}, author={Zorowitz, Samuel and Chierchia, Gabriele and Blakemore, Sarah-Jayne and Daw, Nathaniel D.}, year={2023}, month=Apr, pages={1104–1122} }
| IRW version | v581 |
|---|---|
| Redivis dataset | irw_nominal v4.1 |
| Redivis dataset DOI | 10.57761/9hzd-dc70 |
| Manifest pin for this IRW version | v4.1 |
| Metadata source | irw_meta v44.0 |