Data Availability Policy

P-ISSN: 3051-3790 E-ISSN: 3051-3804
Research Data Sharing & Availability Policy

The International Journal of Recent Innovations (IJRI) is committed to promoting transparency, reproducibility, and research integrity in scholarly publishing. The journal encourages authors to make the data supporting their research findings available whenever possible to enable verification, replication, and further academic investigation.

The journal recognizes that responsible data sharing enhances the credibility, reliability, and scientific impact of published research while supporting global academic advancement, ensuring full compliance with ethical standards, legal requirements, privacy protections, and confidentiality obligations.

Data Availability Statement Directives

Authors are highly encouraged to include a formal Data Availability Statement in their manuscripts describing how the supporting datasets can be accessed. Standard template examples include:

"The data supporting the findings of this study are available from the corresponding author upon reasonable request."
"The data supporting the findings of this study are publicly available in a recognized data repository [Repository Name/DOI link]."
"The data are not publicly available due to ethical, privacy, or institutional confidentiality restrictions."
Approved Public Data Repositories

We strongly encourage depositing research datasets in recognized, persistent academic repositories:

Zenodo Array
Figshare Vault
Dryad Repository
OSF Infrastructure
Institutional or Subject-Specific Systems
Dataset Tracking Requirements

When referencing deposited datasets within metadata profiles, authors must explicitly provide:

  • • Permanent links or unique repository URLs.
  • • Repository-specific Digital Object Identifiers (DOIs).
  • • Accession numbers or definitive dataset references.
Ethical Frameworks & Participant Protection

Data distribution models must rigidly correspond with human participant confidentiality safeguards. Authors must ensure that all direct personal identifiers are fully removed or anonymized before upload routines, required ethical approvals are secured, and no legal or copyright boundaries are violated.

For sensitive or confidential datasets, authors should clearly outline access restrictions inside the manuscript text and specify whether managed, condition-controlled access tracks are viable for auditing parties.

Legitimate Exceptions to Public Data Sharing

The journal recognizes that public data publication may not be feasible under the following explicit dimensions:

• Ethical Restrictions
• Privacy Concerns
• Contractual Bounds
• National Security
• Proprietary Patent Blocks

All data sharing constraints must be clearly explained and academically justified inside the manuscript draft.

Editorial Assessment Audits

The Editorial Office reserves the right to request comprehensive clarification details regarding dataset availability during desk filtering or active peer evaluation loops. When requested, authors must promptly supply dataset descriptions, repository verification codes, supporting documentation, or access parameters.

Open Science Best Practices

IJRI encourages authors to fulfill the highest global metrics for data collection accuracy, management, digital preservation, and metadata accessibility. Adhering to structured dataset curation rules directly amplifies publication transparency metrics, reproducibility, and long-term research value.

Summary of Author Responsibilities
  • • Absolute data accuracy and scientific dataset integrity.
  • • Systematic management, curation, and preservation of datasets.
  • • Ensuring seamless access loops and accessibility where applicable.
  • • Complete compliance with external institutional ethical and legal rules.
External Repository Disclaimer & Review Update Clause

Please note that the journal exerts no administrative governance or ownership over external digital data vaults and cannot be held liable for storage corruption, dataset security breaches, or long-term preservation breakdown within external platforms.

This policy statement is subject to progressive review timelines to integrate advancing open science modalities and changing international publishing guidelines.