Academic Support · UAE & GCC Researchers

Data Availability Statement for a Journal Article: Decide What You Can Share

A data availability statement tells readers where the evidence behind a paper can be found and what access conditions apply. It must describe the actual dataset and permissions—not copy a generic promise to release confidential records.

A researcher may have a final manuscript and still be unsure what to write under “Data availability.” The statement is not a request to publish every file. It should identify the data supporting the findings, the location or custodian, any conditions for access, and a justified limit where public release is not possible. Springer Nature’s research data policy states that original articles include a data availability statement and directs authors to journal-specific instructions. Taylor & Francis author guidance similarly explains that a statement describes where associated data are available and under what conditions.

1. Read the target journal’s exact policy first

Check the current Instructions for Authors for statement placement, repository requirements, mandatory deposition for particular data types, embargo rules, peer-review access and acceptable restrictions. Check the funder, institution, ethics approval, consent forms and any data-use agreement too. A journal’s general example cannot override the permission actually granted by participants or a third-party data provider.

If your analysis reused someone else’s dataset, record its citation and licence or access route. If the study created no dataset, say what the article actually contains; do not claim a repository deposit that never occurred. If files contain identifiable participants, confidential company information or protected records, do not upload them publicly just to make the statement look open. Publishers recognise that access can be restricted where privacy would be compromised; the reason and access conditions still need to be stated accurately.

2. Choose a path that matches the evidence

Your actual situation	What the statement should identify	Check before submitting
Public repository deposit	Repository, stable identifier, version and any licence or embargo.	The link resolves and the deposited files support the paper.
Supplementary files with the article	Which tables, codebooks or data files are included.	No confidential fields slipped into the supplement.
Controlled or restricted access	Who holds the data, why access is limited and the real request route.	The named custodian agrees and has an operating process.
Third-party data	Original source, licence and how an eligible reader can seek access.	You are not offering redistribution rights you do not hold.
No new or analysed dataset	A precise explanation of why data sharing is not applicable.	The manuscript genuinely fits this case.

These are decision categories, not universal wording. A publisher can require additional details. An institutional repository may also have a separate deposit or ethics process.

3. Adapt a truthful draft, not a stock guarantee

Fictional example A — public aggregate dataset: “The aggregate dataset and variable dictionary supporting the reported analysis are available in [repository] at [persistent identifier], version [number]. Individual-level records were not deposited.” Use this only after the deposit exists and the identifier works.

Fictional example B — restricted interview records: “The interview transcripts are not publicly available because the consent and ethics approval restrict redistribution of potentially identifiable material. De-identified excerpts relevant to the findings appear in the article. Requests for access to any additional approved material may be directed to [named institutional custodian] under [documented conditions].” Do not include the last sentence unless that route is real and approved.

Fictional example C — reused public dataset: “This study analysed the dataset published by [creator] at [repository and identifier]. The authors did not generate a new dataset. Access is governed by the source’s stated licence.” Verify the citation and licence rather than copying this sentence verbatim.

The examples are drafting aids, not legal or ethics approval. In particular, “available on reasonable request” is meaningful only if an authorised person can receive and assess such requests. Where no disclosure is allowed, say so and explain the basis at the level the journal permits.

4. Final submission check

Confirm the final paper’s figures, tables and analyses match the files described.
Open every DOI, repository and supplementary-file link.
Remove personal identifiers and verify the institution’s anonymisation decision.
Check consent, ethics, funder and third-party agreements for any sharing restriction.
Confirm the named contact or custodian has accepted the access role.
Use the target journal’s required heading and placement.
Ask all authors to approve the final wording and preserve the approval record.

Frequently asked questions

Does a data availability statement mean I must publish participant records?

No. Describe the true access position and follow the journal, consent and institutional rules. A restriction may be appropriate, but it should be explained rather than hidden.

Can I say “available on request”?

Only if that is a permitted, workable route with an authorised custodian. Check the journal’s policy, which may expect a repository or a more specific explanation.

Where should the statement appear?

Follow the target journal. Taylor & Francis guidance places it in the manuscript before the references for journals with a data-sharing policy, but other journals may use different submission fields.

Check the statement against your actual permissions

If your author-written manuscript needs a clearer data availability section, journal-guideline alignment or language editing, Labeeb can review the wording and document structure through ethical academic editing and our publication support guide or journal publication support service. Share the target journal and your institution’s rules before a scoped consultation. You and your institution decide what may be disclosed; Labeeb will not invent data, authorisation or an access route.

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