Plagiarism Detection for Academic Journals: Tools, Setup & Best Practices

Plagiarism undermines scholarly integrity, damages journal reputation, and wastes editorial resources. Implementing systematic plagiarism detection protects your journal from publishing duplicated or stolen content while demonstrating commitment to ethical publishing standards. This guide covers plagiarism detection tools, integration with OJS workflows, and best practices for handling similarity reports.

Why Plagiarism Detection Matters #

Plagiarism in academic publishing takes many forms:

• Direct plagiarism: Verbatim copying without attribution
• Self-plagiarism: Authors republishing their own previously published work
• Mosaic plagiarism: Paraphrasing without proper citation
• Duplicate submission: Submitting the same manuscript to multiple journals
• Fabrication: Presenting invented data or sources

Major indexing services and funding bodies expect journals to have plagiarism detection processes. COPE (Committee on Publication Ethics) guidelines require journals to investigate and address plagiarism allegations. Several high-profile retraction cases have demonstrated that even established journals can inadvertently publish plagiarized content.

Plagiarism Detection Tools Comparison #

iThenticate: The Industry Standard #

iThenticate by Turnitin is the most widely used plagiarism detection tool in scholarly publishing. Its database includes:

• Over 99 billion current and archived web pages
• 82+ million scholarly articles and books
• Content from major publishers (Elsevier, Springer, Wiley, etc.)
• Crossref member publications (via Similarity Check)

iThenticate Pricing Models #

Pay-Per-Document: Purchase credit packs for individual document checks. Suitable for journals with low submission volumes or occasional verification needs.

Unlimited Subscription: Annual subscription allowing unlimited document checks. Cost-effective for high-volume journals.

Crossref Similarity Check: Bundled with certain Crossref membership tiers, providing iThenticate access at reduced cost for member publishers.

Crossref Similarity Check #

If your journal is a Crossref member, you may have access to Similarity Check (powered by iThenticate) as part of your membership benefits. This provides:

• Access to the full iThenticate database
• Integration with Crossref's metadata infrastructure
• Comparison against all Crossref-registered content
• Potential cost savings compared to standalone iThenticate

Check your Crossref membership tier to determine if Similarity Check is included or available as an add-on.

OJS Integration Options #

iThenticate Plugin for OJS #

PKP maintains an iThenticate plugin that integrates directly with OJS 3.x. The plugin allows:

• Automatic or manual submission of documents to iThenticate
• Similarity report links displayed within OJS dashboard
• Editor access to reports without leaving the OJS interface

Installation:

1. Download the iThenticate plugin from PKP Plugin Gallery or GitHub
2. Upload to plugins/generic/ directory
3. Enable in Settings → Website → Plugins
4. Configure with your iThenticate API credentials

Manual Integration Workflow #

If no plugin is available for your chosen tool, implement a manual workflow:

1. Export submission files from OJS
2. Upload to plagiarism detection service
3. Review similarity report
4. Record results in OJS submission notes
5. Proceed with editorial decision based on findings

When to Check for Plagiarism #

Pre-Review Screening (Recommended) #

Check all submissions before sending to peer review. This approach:

• Saves reviewer time on problematic manuscripts
• Allows desk rejection of obvious plagiarism
• Gives authors opportunity to address unintentional issues
• Prevents investment in manuscripts that can't be published

Post-Review Verification #

Some journals check after acceptance but before publication:

• Final verification before committing to publication
• Catches issues that may have been revised into the manuscript
• More efficient use of credits if using per-document pricing

Interpreting Similarity Reports #

Understanding Similarity Scores #

A high similarity percentage doesn't automatically indicate plagiarism. Common legitimate matches include:

• Quoted text: Properly cited quotations from sources
• Methodology sections: Standard methods descriptions common across papers
• References: Bibliography entries matching other papers' references
• Common phrases: Field-specific terminology and standard expressions
• Author's own work: Citations or building upon previous publications

Red Flags Requiring Investigation #

• Large continuous blocks: Paragraphs or pages matching a single source
• Multiple matches to same source: Systematic copying throughout
• Matches without quotation marks: Unattributed direct copying
• Pattern of paraphrasing: Slight rewording of source material throughout
• 100% match to unpublished work: Possible duplicate submission

Recommended Thresholds #

Handling Plagiarism Cases #

Before Acceptance #

1. Document findings: Screenshot similarity reports and specific matches
2. Contact author: Request explanation for concerning matches
3. Evaluate response: Determine if matches are properly attributed or require revision
4. Decision: Accept with revisions, reject, or escalate if serious misconduct suspected

After Publication (Retraction Considerations) #

If significant plagiarism is discovered post-publication:

1. Investigate thoroughly and document evidence
2. Contact the author for explanation
3. Follow COPE guidelines for retraction if warranted
4. Issue retraction notice with clear explanation
5. Notify indexing services of the retraction
6. Consider notifying plagiarized author/publisher

Creating a Plagiarism Policy #

Your journal should have a publicly stated plagiarism policy covering:

• What constitutes plagiarism according to your journal
• That submissions will be screened for originality
• What tool(s) are used for screening
• Consequences for confirmed plagiarism
• Appeal process for authors disputing findings
• Retraction policy for post-publication discoveries

This policy should be visible in your Author Guidelines and linked during submission.

Cost-Effective Approaches #

For journals with limited budgets:

• Crossref Similarity Check: If you're a Crossref member, this may be your most cost-effective option
• Selective screening: Check only accepted manuscripts rather than all submissions
• Copyleaks or Unicheck: More affordable alternatives with reasonable databases
• Institutional access: Your university library may have Turnitin access that covers journal operations
• Consortium arrangements: Join with other journals to negotiate group pricing