1,850 responses from 370 respondents to 5 items.
One of 7 tables from the same source; this one measures Digital finance use/perception. The others are listed under Related tables.
| Description | Digital finance use/perception (DFC1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. |
|---|---|
| Reference | Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 |
| Licence | CC BY 4.0 |
| Source data | https://zenodo.org/records/14718556 |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Responses | 1,850 |
|---|---|
| Respondents | 370 |
| Items | 5 |
| Response categories | 5 |
| Responses per respondent | 5 |
| Responses per item | 370 |
| Density | 1 |
| Longitudinal | FALSE |
| sample | Internet-based |
|---|---|
| construct type | Opinion/attitude |
| measurement tool | Survey/questionnaire |
| item format | Likert Scale/selected response |
| primary language(s) | ind |
| construct name | Digital finance use/perception |
This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, halim_2025_digital_finance.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("halim_2025_digital_finance")
# Python
pip install irw
import irw
df = irw.fetch("halim_2025_digital_finance")
@misc{https://doi.org/10.5281/zenodo.14718556,
doi = {10.5281/ZENODO.14718556},
url = {https://zenodo.org/doi/10.5281/zenodo.14718556},
author = {Halim, Erwin and Edita, Felicia and Tosin, Alexius David Perkasa},
title = {User Perception of the Digital Financial Services and Its Impact on Financial Well-Being},
publisher = {Zenodo},
year = {2025},
copyright = {Creative Commons Attribution 4.0 International}
}
| IRW version | v584 |
|---|---|
| Redivis dataset | item_response_warehouse_5 v8.5 |
| Redivis dataset DOI | 10.57761/41xy-5k56 |
| Manifest pin for this IRW version | v8.5 |
| Metadata source | irw_meta v44.0 |