11,196 responses from 1,244 respondents to 3 items.
| Description | Captures participants’ willingness to invest effort at different points during the test. |
|---|---|
| Reference | Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). |
| DOI | 10.5334/jopd.124 |
| Licence | CC BY 4.0 |
| Source data | https://osf.io/9j6hm/ |
| Responses | 11,196 |
|---|---|
| Respondents | 1,244 |
| Items | 3 |
| Response categories | 101 |
| Responses per respondent | 9 |
| Responses per item | 3,732 |
| Density | 3 |
| Longitudinal | TRUE |
| age range | Adult (18+) |
|---|---|
| sample | Internet-based |
| construct type | Cognitive/educational |
| measurement tool | Survey/questionnaire |
| item format | Likert Scale/selected response |
| primary language(s) | eng |
| construct name | Test-taking effort |
cov_agecov_countrycov_devicecov_educationcov_gendercov_languagegroupiditemrespwave
Or load it directly in R or Python:
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("much_tte_2025_currentmotivation")
# Python
pip install irw
import irw
df = irw.fetch("much_tte_2025_currentmotivation")
| IRW version | v393 |
|---|---|
| Redivis dataset | item_response_warehouse v53.0 |
| Redivis dataset DOI | 10.57761/4g08-xt41 |
| Manifest pin for this IRW version | v53.0 |
| Metadata source | irw_meta v23.0 |