Data Availability & Reproducibility Policy

Transparency, Accessibility, and Scientific Rigor

Nusantara Education is committed to promoting transparency, openness, and scientific rigor in scholarly research. This policy outlines the journal’s approach to data availability, reporting standards, and reproducibility to ensure the credibility and reliability of published research.

The journal encourages adherence to internationally recognized standards, particularly the COPE Core Practices , and supports the responsible sharing of research data in accordance with disciplinary norms.

???? Core Principle

Research data should be accessible, transparent, and reproducible, enabling verification, validation, and further scholarly advancement while respecting ethical and legal constraints.

Data Availability

Authors are encouraged to make all data underlying their research findings fully available. Detailed descriptions of data collection, methodology, and analysis should be provided to ensure reproducibility. In certain cases, the journal may request access to raw data for verification.

For Quantitative Research:
Datasets should be deposited in reputable repositories or linked within the article. If data cannot be shared due to ethical or legal restrictions, authors must clearly justify the limitations and provide a mechanism for access requests.

For Qualitative Research:
Authors should provide comprehensive descriptions of data sources and methods, along with representative excerpts where appropriate to support findings.

Reporting Guidelines

Authors are encouraged to follow discipline-specific reporting guidelines to ensure clarity, completeness, and transparency. Adherence to such standards facilitates evaluation by reviewers and enhances the reproducibility of research findings.

Clinical Trial Registration

For studies involving human participants, authors should register their research in appropriate registries prior to participant enrollment. The journal supports international standards such as the WHO International Clinical Trials Registry Platform (ICTRP) .

Reproducibility & Verification

Authors must provide sufficient methodological detail, including protocols and analytical approaches, to enable other researchers to replicate and verify the study results.

Data Citation

All datasets and sources used in the research must be properly cited within the reference list, following standard citation practices to ensure appropriate attribution and traceability.

Compliance and Review

The editorial board and peer reviewers will assess compliance with this policy during manuscript evaluation. Authors may be requested to provide additional data, clarifications, or supporting documentation when necessary.

???? Policy Review and Commitment

Nusantara Education periodically reviews and updates this policy to align with evolving best practices in data sharing, transparency, and reproducibility, ensuring continuous improvement in scholarly publishing standards.