Item Response Warehouse / Tables / ramadan_2026_attitudesramadan_2026_attitudes
1,152 responses from 145 respondents to 8 items.
About this table
Description Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. IRW table ramadan_2026_attitudes: 145 respondents x 8 items, 1152 responses. Reference ramadan, r. (2026). Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. Mendeley Data, V1. Licence CC BY 4.0 Source data https://data.mendeley.com/datasets/xd27t4g547
Size and shape
Responses 1,152 Respondents 145 Items 8 Response categories 5 Responses per respondent 7.945 Responses per item 144 Density 0.993 Longitudinal FALSE
Classification
sample Educational measurement tool Survey/questionnaire item format Likert Scale/selected response primary language(s) ara
Columns
cov_gpa_band cov_prior_ai_training cov_study_level cov_weekly_ai_use id item resp
Get the data
Or load it directly in R or Python:
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("ramadan_2026_attitudes")
# Python
pip install irw
import irw
df = irw.fetch("ramadan_2026_attitudes")
Version and provenance
IRW version v393 Redivis dataset item_response_warehouse_5 v4.0 Redivis dataset DOI 10.57761/yvjw-0981 Manifest pin for this IRW version v4.0 Metadata source irw_meta v23.0
Part of the Item Response Warehouse , IRW v393. This page describes the table as released in item_response_warehouse_5 v4.0.