lapietra_2026_volcanic_risk_perception

163,575 responses from 10,905 respondents to 15 items.

About this table

DescriptionVolcanic risk perception, 15 items on a 1-5 ordinal scale, residents of 43 municipalities in the Vesuvius area; the person key is the (sample, record) pair. 163,575 responses from 10,905 respondents on 15 items.
ReferenceLapietra, I., Mele, D., & Dellino, P. (2026). Variables and indicators of volcanic risk perception in the Vesuvius area [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19473011
LicenceCC BY 4.0
Source datahttps://zenodo.org/records/19473011

Size and shape

Responses163,575
Respondents10,905
Items15
Response categories5
Responses per respondent15
Responses per item10,905
Density1
LongitudinalFALSE

Classification

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

Codebook

This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, lapietra_2026_volcanic_risk_perception.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.

ColumnWhat it isSource column
IRW standard columns
idIRW 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
itemIRW standard Item identifier.made in the build script
respIRW standard Response value.made in the build script
Respondent covariates
cov_municipalityCovariate made in the build script
cov_sampleCovariate made in the build script

What item codes and covariate values stand for is in the codebook released with the source data.

Get the data

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

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("lapietra_2026_volcanic_risk_perception")
# Python
pip install irw

import irw
df = irw.fetch("lapietra_2026_volcanic_risk_perception")

How to cite

@misc{https://doi.org/10.5281/zenodo.19473011,
  doi = {10.5281/ZENODO.19473011},
  url = {https://zenodo.org/doi/10.5281/zenodo.19473011},
  author = {Lapietra, Isabella and Mele, Daniela and Dellino, Pierfrancesco},
  keywords = {Risk perception, Volcanic area, Population, Quantitative analysis},
  language = {en},
  title = {Variables and indicators of volcanic risk perception in the Vesuvius area},
  publisher = {Zenodo},
  year = {2026},
  copyright = {Creative Commons Attribution 4.0 International}
}

Version and provenance

IRW versionv557
Redivis datasetitem_response_warehouse_5 v8.2
Redivis dataset DOI10.57761/29n9-8y27
Manifest pin for this IRW versionv8.2
Metadata sourceirw_meta v40.0