iqbal_2022_curriculum_skills

18,313 responses from 482 respondents to 38 items.

About this table

Description38-item multi-construct survey on curriculum delivery and entrepreneurial-skill development (objectives, content mastery, teaching strategies, feedback, ICT knowledge, entrepreneurial skills; all 1-7 Likert), Pakistani university students
ReferenceIqbal J, Yi X, Ashraf M, Chen R, Ning J, Perveen S (2022) How curriculum delivery translates into entrepreneurial skills: The mediating role of knowledge of information and communication technology. PLoS ONE.
DOI10.1371/journal.pone.0265880
LicenceCC BY 4.0
Source datahttps://journals.plos.org/plosone/article/file?type=supplementary&id=10.1371/journal.pone.0265880.s001

Size and shape

Responses18,313
Respondents482
Items38
Response categories7
Responses per respondent37.994
Responses per item481.921
Density1.000
LongitudinalFALSE

Classification

sampleEducational
measurement toolSurvey/questionnaire
item formatLikert Scale/selected response
primary language(s)eng

Columns

cov_backgroundcov_genderiditemresp

Get the data

Download CSVno account neededBrowse on Redivisexplore and queryCroissant metadataHugging Face, Kaggle, OpenML

Or load it directly in R or Python:

# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("iqbal_2022_curriculum_skills")
# Python
pip install irw

import irw
df = irw.fetch("iqbal_2022_curriculum_skills")

Version and provenance

IRW versionv393
Redivis datasetitem_response_warehouse_4 v7.0
Redivis dataset DOI10.57761/cpj5-vm97
Manifest pin for this IRW versionv7.0
Metadata sourceirw_meta v23.0