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Enabling the Reuse of Personal Data in Research: A Classification Model for Legal Compliance Cover

Enabling the Reuse of Personal Data in Research: A Classification Model for Legal Compliance

Open Access
|May 2026

Figures & Tables

Figure 1

Decision tree for the classification of personal data. This diagram guides researchers and depositors in assigning tags to datasets containing personal data based on their conditions for reuse and compliance with the GDPR and Spanish law. The colour-coded tags (blue, green, yellow, orange, purple and red) indicate different legal bases and limitations for the secure storage, access and reuse of the data in research contexts.

Table 1

The blue to red model for tags categorises datasets based on their risk levels. Datasets with no associated risks fall under the blue tag, while increasing risk levels demand stricter data protection measures and more complex safeguards, with the red tag assigned to datasets of the highest sensitivity and risk.

TAG TYPEIDENTIFICATION AND AUTHENTICATIONREAD AND DOWNLOAD PERMISSIONS
BlueNot necessaryPublic access without authentication
GreenRegistration to the repository is required
Implementation of access controls (username and password, certificate, second-factor authentication)
Assigned roles with privilege differentiation
Access by registered users
In the case of downloading documentation, encrypted with a password
YellowRegistration to the repository and approval by the data depositor is required
Implementation of access controls (username and password, certificate, second-factor authentication)
Assigned roles with privilege differentiation
Registered users can access the data after authorisation of the depositor
In the case of downloading documentation, encryption with a password
OrangeRegistration to the repository and approval by the data depositor is required
Implementation of access controls (username and password, certificate, second-factor authentication)
Assigned roles with privilege differentiation
Validation according to source IP
Registered users can access the data after authorisation of the depositor
In the case of downloading documentation, encryption with a password
PurpleRegistration to the repository and approval by the data depositor is required
Implementation of access controls (username and password, certificate, second-factor authentication)
Assigned roles with privilege differentiation
Validation according to source IP
Registered users can access the data after authorisation of the depositor
In the case of downloading documentation, encryption with a password
RedRegistration to the repository and approval by the data depositor is required
Implementation of access controls (username and password, certificate, second-factor authentication)
Assigned roles with privilege differentiation
Validation according to source IP
Access to protected data without permission to download
TAG TYPESTORAGE AND TRANSMISSIONKEY STORAGE
BlueUnencryptedN.A.
GreenStorage: simple encryption
Transmission: simple encryption
Use secure encryption algorithms
Encryption key stored separately from repository data
YellowStorage: simple encryption
Transmission: simple encryption
Use secure encryption algorithms
Encryption key stored separately from repository and depositor data
OrangeStorage: double encryption
Use secure encryption algorithms
One key is stored separately from the data by the repository, and the other key is stored by a trusted third party
PurpleStorage: double encryption
Use secure encryption algorithms
One key is stored separately from the data by the repository, and the other key is stored by a trusted third party
RedStorage: double encryption
Use secure encryption algorithms
One key is stored separately from the data by the repository, and the other key is stored by a trusted third party
Figure 2

Screenshots of the interactive classification tool developed to operationalise the decision tree. The tool is currently deployed in Catalan for the local research community at the University of Barcelona.

Language: English
Page range: 18 - 18
Submitted on: May 26, 2025
Accepted on: Apr 29, 2026
Published on: May 15, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Eduard Mata i Noguera, Ruben Ortiz Uroz, Ignasi Labastida i Juan, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.