22,533 responses from 1,073 respondents to 21 items.
One of 3 tables from the same source; this one is the goal_orientations table. The others are listed under Related tables.
| Description | Goal orientations, 1-5. 1073 respondents x 21 items = 22533 responses. |
|---|---|
| Reference | Demirbag, M., & Savas, B. (2025). The Examination of the Relationships among Middle School Students' Epistemological Beliefs, Goal Orientations and Emotions [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HYZ6QH |
| Licence | CC0 1.0 |
| Source data | https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/HYZ6QH |
| Responses | 22,533 |
|---|---|
| Respondents | 1,073 |
| Items | 21 |
| Response categories | 5 |
| Responses per respondent | 21 |
| Responses per item | 1,073 |
| Density | 1 |
| Longitudinal | FALSE |
| sample | Educational |
|---|---|
| measurement tool | Survey/questionnaire |
| item format | Likert Scale/selected response |
| primary language(s) | tur |
This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, demirbag_2025_epistemological_beliefs.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.
| Column | What it is | Source column |
|---|---|---|
| IRW standard columns | ||
id | IRW 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 |
item | IRW standard Item identifier. | made in the build script |
resp | IRW standard Response value. | made in the build script |
What item codes and covariate values stand for is in the codebook 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("demirbag_2025_goal_orientations")
# Python
pip install irw
import irw
df = irw.fetch("demirbag_2025_goal_orientations")
@misc{https://doi.org/10.7910/dvn/hyz6qh,
doi = {10.7910/DVN/HYZ6QH},
url = {https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/HYZ6QH},
author = {Demirbağ, Mehmet},
keywords = {Social Sciences},
title = {The Examination of the Relationships among Middle School Students' Epistemological Beliefs, Goal Orientations, and Achievement Emotions: A Structural Equation Modeling Study},
publisher = {Harvard Dataverse},
year = {2025}
}
| IRW version | v566 |
|---|---|
| Redivis dataset | item_response_warehouse_4 v13.0 |
| Redivis dataset DOI | 10.57761/w8zx-td92 |
| Manifest pin for this IRW version | v13.0 |
| Metadata source | irw_meta v43.0 |