Generative AI Policy

Africa Journal of Health and Environmental Law (AJHEL)

Promoting Health, Protecting the Environment, Advancing Justice and Sustainability in Africa

The Africa Journal of Health and Environmental Law (AJHEL) recognises that generative artificial intelligence (AI) technologies are increasingly used in academic research, legal analysis, writing, data analysis and scholarly communication.

AJHEL supports the responsible, transparent and ethical use of generative AI while maintaining the principles of academic integrity, originality, human accountability, research ethics and scholarly independence.

This policy applies to authors, reviewers and editors.


1. PURPOSE OF THE POLICY

The purpose of this policy is to:

  • Promote responsible use of generative AI;
  • Protect academic and research integrity;
  • Prevent fabrication and falsification;
  • Protect confidential information;
  • Maintain human responsibility for scholarly work;
  • Promote transparency concerning AI use; and
  • Prevent the misuse of AI to circumvent publication and ethical standards.

2. WHAT IS GENERATIVE AI?

For the purposes of this policy, generative AI refers to artificial-intelligence systems capable of producing or transforming content, including:

  • Text;
  • Images;
  • Computer code;
  • Summaries;
  • Translations;
  • Data-analysis outputs;
  • Audio;
  • Video; and
  • Other forms of generated content.

Examples include large language models, AI writing assistants, AI coding tools and AI image-generation systems.


3. ACCEPTABLE USE BY AUTHORS

Authors may use generative AI tools for legitimate research-support and editorial purposes.

Permitted uses may include:

3.1 Language Improvement

AI may be used to:

  • Correct grammar;
  • Improve spelling;
  • Improve sentence structure;
  • Improve readability;
  • Identify unclear wording; and
  • Assist with language editing.

3.2 Translation

AI may assist with translation between languages.

Authors remain responsible for verifying the accuracy of translated material, particularly where the translation concerns:

  • Legal terminology;
  • Medical terminology;
  • Environmental terminology;
  • Statutory provisions;
  • Judicial decisions; or
  • Technical concepts.

3.3 Brainstorming and Research Organisation

AI may be used to assist with:

  • Generating research questions;
  • Organising ideas;
  • Developing preliminary outlines;
  • Identifying possible themes for investigation; and
  • Structuring a manuscript.

Authors must independently verify any substantive information generated by AI.

3.4 Coding and Data Analysis

AI may assist with:

  • Writing computer code;
  • Debugging code;
  • Explaining statistical procedures;
  • Data-processing workflows; and
  • Developing preliminary analytical approaches.

Authors remain responsible for checking the correctness, reproducibility and validity of the resulting analysis.

3.5 Formatting and Editing

AI may assist with:

  • Reference formatting;
  • Table formatting;
  • Manuscript organisation;
  • Editing;
  • Proofreading; and
  • Other non-substantive publication preparation.

4. PROHIBITED USES

Generative AI must not be used to fabricate, falsify or misrepresent scholarly work.

Authors must not use AI to:

  • Fabricate research data;
  • Fabricate survey responses;
  • Fabricate medical records;
  • Fabricate environmental measurements;
  • Fabricate research participants;
  • Fabricate statistical results;
  • Fabricate legal authorities;
  • Fabricate judicial decisions;
  • Fabricate legislation;
  • Fabricate references;
  • Fabricate quotations;
  • Invent sources;
  • Manipulate research findings;
  • Create false evidence;
  • Misrepresent AI-generated material as independently verified research;
  • Conceal plagiarism; or
  • Circumvent the Journal's originality and plagiarism requirements.

5. HUMAN RESPONSIBILITY

Generative AI tools cannot assume authorship or responsibility for a scholarly article.

Authors remain fully responsible for the content they submit.

This includes responsibility for:

  • Accuracy;
  • Originality;
  • Research methodology;
  • Data;
  • Analysis;
  • Medical claims;
  • Environmental claims;
  • Legal analysis;
  • Legal authorities;
  • References;
  • Quotations;
  • Conclusions; and
  • Recommendations.

Use of an AI tool does not transfer responsibility for an error to the AI provider.


6. AI CANNOT BE AN AUTHOR

AI systems cannot be listed as an author or co-author of an AJHEL manuscript.

Authorship requires human accountability and substantive intellectual contribution.

Authors must therefore be human researchers who can take responsibility for the integrity of the work.


7. AI-GENERATED REFERENCES

Authors must independently verify all references generated or suggested by AI.

AI systems may produce:

  • Non-existent articles;
  • Incorrect authors;
  • Incorrect publication dates;
  • Incorrect journal titles;
  • Incorrect DOI information;
  • Fabricated legal authorities; or
  • Incorrect case citations.

Authors are fully responsible for ensuring that every reference submitted to AJHEL is genuine, relevant and accurately cited.


8. LEGAL RESEARCH AND AI

Because AJHEL publishes legal scholarship, authors must exercise particular caution when using AI for legal research.

AI-generated legal information must be independently verified against authoritative sources.

Authors should verify:

  • Statutes;
  • Regulations;
  • Constitutional provisions;
  • Judicial decisions;
  • Treaty provisions;
  • African Union instruments;
  • Regional legal instruments;
  • Government policies; and
  • Other legal authorities.

AI-generated legal citations must never be accepted without verification.


9. HEALTH AND MEDICAL RESEARCH

For manuscripts involving health or medical research, AI-generated information must be independently verified against reliable scholarly, medical or official sources.

Authors must not use AI to invent:

  • Patient information;
  • Clinical findings;
  • Epidemiological data;
  • Medical evidence;
  • Treatment outcomes;
  • Health statistics; or
  • Research participants.

Where patient or health information is involved, authors must also comply with applicable privacy, confidentiality and research-ethics requirements.


10. ENVIRONMENTAL RESEARCH

Authors must not use generative AI to fabricate or manipulate:

  • Environmental measurements;
  • Climate observations;
  • Pollution data;
  • Biodiversity records;
  • Geographic information;
  • Sampling results;
  • Environmental impact data; or
  • Other research evidence.

AI-generated environmental information must be verified against credible primary or authoritative sources.


11. AI-GENERATED IMAGES, FIGURES AND TABLES

AI-generated images, illustrations, figures or tables may only be used where their use is scientifically, ethically and legally appropriate.

Authors must disclose material AI-generated content where required.

AI-generated visual material must not:

  • Misrepresent research findings;
  • Fabricate experimental evidence;
  • Alter research images deceptively;
  • Misrepresent medical or environmental conditions; or
  • Violate copyright or other applicable rights.

12. DISCLOSURE OF AI USE

Authors should disclose substantive use of generative AI in the preparation of a manuscript.

Routine spelling, grammar or formatting assistance normally does not require detailed disclosure unless the Journal requests it.

Where substantive AI assistance has been used, authors should include an appropriate disclosure statement.

Recommended Disclosure Statement

Generative AI Disclosure: Generative artificial intelligence tools were used in the preparation of this manuscript for [describe purpose, e.g., language editing, preliminary organisation, coding or data-analysis assistance]. All AI-assisted content was critically reviewed and independently verified by the authors. The authors remain fully responsible for the accuracy, originality, integrity and conclusions of the manuscript.

Authors should identify the general purpose of the AI use rather than treating AI as an author.


13. AI AND AUTHORSHIP

The use of AI does not diminish the responsibility of human authors.

Authors must be able to:

  • Explain the research;
  • Defend the methodology;
  • Verify the evidence;
  • Confirm the accuracy of citations;
  • Explain the conclusions; and
  • Respond to questions concerning the manuscript.

14. CONFIDENTIALITY AND PERSONAL DATA

Authors must exercise caution when entering information into external AI systems.

Authors should not upload confidential or sensitive material, including:

  • Unpublished manuscripts;
  • Patient records;
  • Personal health information;
  • Research participant information;
  • Confidential interview transcripts;
  • Protected datasets;
  • Confidential legal documents;
  • Peer-review reports; or
  • Proprietary research information

into AI systems where doing so could compromise confidentiality, privacy or intellectual property.


15. AI USE DURING PEER REVIEW

Reviewers must maintain the confidentiality of manuscripts submitted for peer review.

Reviewers should not upload confidential manuscripts or unpublished research materials into generative AI systems where this could expose the material to unauthorised parties or compromise confidentiality.

Reviewers remain responsible for their own evaluations.

AI must not replace the reviewer's independent scholarly judgment.


16. AI USE BY EDITORS

Editors may use appropriate AI-assisted tools for limited administrative or editorial purposes where confidentiality and data protection can be maintained.

Editors remain responsible for:

  • Editorial decisions;
  • Confidentiality;
  • Fairness;
  • Peer-review integrity;
  • Publication ethics; and
  • Protection of unpublished research.

AI must not determine acceptance or rejection of manuscripts independently.


17. AI AND PLAGIARISM

AI-generated text does not automatically constitute plagiarism.

However, authors remain responsible for ensuring that AI-assisted content does not:

  • Copy another author's work without attribution;
  • Reproduce protected material improperly;
  • Misrepresent another person's ideas as original;
  • Generate unattributed quotations; or
  • Conceal substantial use of another person's intellectual contribution.

AJHEL may investigate suspected plagiarism regardless of whether AI was involved.


18. AI AND RESEARCH MISCONDUCT

The use of AI does not excuse research misconduct.

If AI is used to facilitate:

  • Fabrication;
  • Falsification;
  • Plagiarism;
  • Data manipulation;
  • Citation manipulation;
  • False legal authorities;
  • False medical evidence;
  • False environmental evidence; or
  • Other serious misconduct,

AJHEL may take action under its Allegations of Misconduct Policy.

Possible actions include:

  • Rejection;
  • Withdrawal;
  • Correction;
  • Expression of Concern; or
  • Retraction.

19. AI DETECTION TOOLS

AJHEL recognises that AI-detection tools are imperfect and may produce false positives or false negatives.

An AI-detection score will not, by itself, be treated as conclusive evidence of misconduct.

Where concerns arise, the Editorial Board may consider:

  • The manuscript;
  • Author explanations;
  • Research records;
  • Citations;
  • Data;
  • Writing history where available;
  • Other evidence; and
  • Relevant publication-ethics considerations.

20. TRANSPARENCY

AJHEL encourages authors to be transparent about substantive AI assistance.

The purpose of disclosure is not to prohibit responsible AI use but to ensure:

  • Accountability;
  • Transparency;
  • Research integrity;
  • Reader confidence; and
  • Appropriate attribution of intellectual work.

21. RESPONSIBLE AI PRINCIPLES

AJHEL expects AI-assisted research and writing to comply with the following principles:

Human Accountability
Human authors remain responsible for the final work.

Accuracy
AI-generated information must be independently verified.

Transparency
Substantive AI assistance should be appropriately disclosed.

Originality
AI must not be used to facilitate plagiarism.

Confidentiality
Unpublished or sensitive information must be protected.

Research Integrity
AI must not be used to fabricate or falsify research.

Legal and Ethical Compliance
AI use must comply with applicable legal, ethical and research requirements.


22. POLICY VIOLATIONS

Failure to comply with this policy may result in editorial action.

Depending on the circumstances, AJHEL may:

  • Request clarification;
  • Require revision;
  • Require an AI-use disclosure;
  • Reject the manuscript;
  • Investigate potential misconduct;
  • Publish a correction;
  • Issue an Expression of Concern; or
  • Retract a published article.

The response will depend on the seriousness and nature of the violation.


23. POLICY UPDATES

AJHEL recognises that generative AI technology is developing rapidly.

This policy may therefore be periodically reviewed and updated to reflect:

  • Technological developments;
  • Research-ethics standards;
  • Legal developments;
  • Publishing standards;
  • Data-protection requirements; and
  • Emerging best practices.

Authors, reviewers and editors are expected to comply with the version of the policy applicable at the time of publication or review.


AJHEL'S POSITION ON GENERATIVE AI

AJHEL does not prohibit responsible use of generative AI.

Instead, the Journal supports AI use that is:

Responsible • Transparent • Ethical • Verifiable • Human-Accountable

The fundamental principle is:

AI may assist scholarly work, but it cannot replace the researcher's responsibility for the accuracy, originality, integrity and ethical quality of the published research.


Africa Journal of Health and Environmental Law (AJHEL)
Published by Prime Crest Publishers

Promoting Health, Protecting the Environment, Advancing Justice and Sustainability in Africa