Author and Contributor Standards
These standards establish the editorial, ethical, and professional expectations for anyone whose work appears under The Data Verdict name.
They apply across reporting, analysis, commentary, reviews, photography, research, translation, visual work, and other forms of editorial contribution.
Scope
These standards apply to staff writers, editors, freelancers, guest authors, columnists, photographers, illustrators, researchers, translators, reviewers, subject-matter specialists, and other contributors whose work is published under The Data Verdict name.
A commissioning or publication agreement may establish additional requirements, but it does not reduce the fundamental obligations of honesty, originality, accuracy, disclosure, professional conduct, and cooperation with corrections.
Identity and Biography
Contributors must provide accurate identity and contact information to the responsible editor.
Public bylines will normally use the contributor’s real professional name.
A pseudonym may be approved where there is a documented safety, legal, cultural, or public-interest justification. Except in exceptional circumstances, the responsible editor must know and be able to verify the contributor’s identity.
Contributor biographies must be factual, proportionate, and capable of verification.
Contributors must not invent or exaggerate:
- Professional qualifications
- Employment history
- Awards
- Clients
- Publications
- Academic credentials
- Professional affiliations
- Geographic experience
- Subject-matter expertise
The Data Verdict does not create fictitious author profiles, fabricated professional histories, or synthetic portraits presented as authentic photographs of real contributors.
Originality and Rights
Submitted material must be original unless previous publication, adaptation, translation, collaboration, or other source material is clearly disclosed.
The following are prohibited:
- Plagiarism
- Disguised copying
- Fabricated reporting
- Fabricated quotations
- Undisclosed duplicate publication
- Misrepresentation of another person’s work as original
- Unlicensed use of protected material
Contributors are responsible for having the necessary rights or lawful basis for text, photographs, illustrations, video, audio, datasets, documents, and other material supplied for publication.
Where material relies on quotation, fair use, fair dealing, public-domain status, an open license, permission, or another legal basis, that basis must not be misrepresented.
Accuracy and Source Responsibility
Contributors are responsible for the factual foundation of their work.
Where reasonably requested, contributors must provide supporting material such as:
- Source documents
- Notes
- Recordings
- Calculations
- Data
- Correspondence
- Research materials
- Contact information for relevant sources
Contributors must distinguish between verified fact, direct knowledge, allegation, estimate, inference, prediction, opinion, and hypothetical example.
Quotes must never be invented, materially altered, or presented outside their relevant context.
Statistics and data-based claims should be traceable to their underlying sources.
Legal, scientific, technical, financial, security, and other specialized claims require an appropriate level of verification and care.
Editors may request additional evidence, subject-matter review, independent verification, a right of reply, or removal of a claim that cannot be adequately supported.
Conflicts of Interest
Contributors must disclose relevant conflicts before commissioning and again before publication where circumstances have changed.
Relevant interests may include:
- Financial interests
- Employment
- Consulting relationships
- Investments
- Gifts
- Travel
- Family relationships
- Political roles
- Advocacy positions
- Litigation
- Personal disputes
- Commercial relationships
- Current or recent clients
- Other relationships that could reasonably affect, or appear to affect, the work
A disclosed conflict does not automatically disqualify a contributor.
Depending on the circumstances, the editor may:
- Approve the assignment with a public disclosure
- Modify the scope of the assignment
- Require independent editorial review
- Assign additional verification
- Reassign the work
- Decline the assignment
Concealing a material conflict may result in correction, disclosure, removal of published material, suspension, termination of the contributor relationship, or other appropriate action.
Gifts, Travel, and Access
Contributors must not accept cash, personal favors, valuable gifts, or other benefits intended to influence editorial coverage.
Low-value customary items should generally be declined where practical or handled according to an editorial decision.
Travel, accommodation, event access, devices, product samples, services, or other material benefits provided by an interested party must be disclosed to the responsible editor and, where relevant, to readers.
Receiving a free product, service, trip, or event invitation does not guarantee:
- Publication
- Positive coverage
- A favorable review
- A particular ranking
- Editorial access
Review products should, where practical, be returned, purchased, donated, or otherwise handled according to a documented arrangement.
Sponsored and Commercial Work
Contributors must disclose whether a proposed subject is connected to a current or recent client, employer, investor, sponsor, affiliate relationship, advertising arrangement, or paid campaign.
Commercial work must comply with The Data Verdict’s applicable Sponsored Content, Advertising, and Affiliate Disclosure requirements.
Commercial material must not be presented as independent journalism.
Contributors must not:
- Sell access to The Data Verdict
- Promise publication
- Guarantee favorable coverage
- Offer guaranteed rankings
- Accept undisclosed payment from a subject
- Exchange editorial treatment for personal benefits
- Use The Data Verdict’s name to obtain unauthorized personal advantages
Artificial Intelligence and Automation
AI tools may be used where their use is consistent with editorial accuracy, confidentiality, privacy, intellectual-property obligations, and instructions from the responsible editor.
Permitted uses may include:
- Transcription assistance
- Translation support
- Data cleaning
- Brainstorming
- Structural assistance
- Research organization
- Copyediting assistance
Human responsibility remains mandatory.
Contributors must not submit AI-generated facts, sources, quotations, citations, legal analysis, images, data interpretations, or reporting without appropriate verification.
Material use of AI should be disclosed to the editor.
Confidential source information, unpublished manuscripts, personal information, restricted documents, or other sensitive material must not be uploaded to an external AI service without appropriate authorization and a suitable privacy and security assessment.
The Data Verdict may require public disclosure when AI or synthetic media materially contributes to published work or when that use would reasonably affect how a reader evaluates the content.
Fairness, Harm, and Conduct
Contributors are expected to treat sources, subjects, colleagues, and readers professionally and respectfully.
The following conduct is prohibited:
- Harassment
- Discrimination
- Retaliation
- Coercion
- Bribery
- Deceptive impersonation
- Evidence tampering
- Deliberate fabrication
- Unnecessary intrusion into private life
Undercover reporting, deceptive methods, or concealed identities require an exceptional public-interest justification and prior editorial approval.
Coverage involving children, victims of crime, private individuals, sexual violence, self-harm, health, personal identity, cybersecurity, security incidents, or vulnerable communities requires heightened care.
Public curiosity is not automatically public interest.
The potential harm of publication should be considered alongside the evidentiary strength and legitimate public value of the material.
Embargoes, Off the Record, and Confidentiality
Terms such as “off the record,” “background,” “not for attribution,” and “embargoed” should be clearly agreed before the relevant information is provided.
A source cannot ordinarily impose a new restriction after information has already been disclosed without agreement from the journalist and editor.
Contributors should clarify ambiguous arrangements and document important confidentiality or embargo agreements.
Confidential material must be stored, transmitted, and shared in a manner proportionate to the risks involved.
Access should be limited to authorized individuals with a legitimate editorial need.
Contributors must promptly notify the responsible editor if confidential material is:
- Lost
- Stolen
- Accidentally disclosed
- Accessed without authorization
- Subject to a legal demand
- Potentially compromised
Editing and Publication
The Data Verdict may edit commissioned material for:
- Accuracy
- Structure
- Length
- Clarity
- Tone
- Legal risk
- Accessibility
- Headline and presentation
- Metadata
- House style
- Reader comprehension
Where practical, material changes that substantially alter a contributor’s argument, factual meaning, or central interpretation should be discussed with the contributor.
Final publication authority rests with the responsible editor.
A commission does not automatically guarantee publication.
Payment terms, rights, expenses, deadlines, exclusivity, cancellation arrangements, and any applicable kill fee are governed by the relevant written agreement.
Corrections and Continuing Duty
A contributor’s responsibility does not necessarily end when an article is published.
Contributors must promptly notify the responsible editor of any known or suspected:
- Factual error
- Material omission
- Undisclosed conflict
- Source concern
- Legal issue
- Attribution problem
- Significant development affecting published work
Contributors are expected to cooperate with reasonable requests concerning corrections, clarifications, source verification, complaints, and evidence review.
Where a demonstrated material error requires correction, contributors are expected to cooperate with the correction process.
Enforcement
Breaches of these standards may result in action proportionate to the seriousness and circumstances of the conduct.
Possible responses include:
- Additional editorial review
- Delayed publication
- Rejection of submitted material
- Correction or clarification
- Public disclosure
- Suspension of assignments
- Removal from future commissioning
- Termination of the contributor relationship
- Repayment where contractually justified
- Referral to an appropriate authority where required
The response may take into account intent, potential and actual harm, seriousness, recurrence, cooperation, and whether the contributor acted promptly to correct the problem.
Contact
Contributor questions, declarations, conflict disclosures, and commissioning matters should be sent to:
contributors@thedataverdict.com
Last updated: 25 August 2026.