Research Review & Publication Process

Executive Summary

CGO Media's Research Review & Publication Process establishes the standards governing how research publications are prepared, assessed, approved, published and maintained. Its purpose is to support accuracy, transparency, responsible interpretation and consistent presentation across the organisation's research programme.

The process covers research papers, conceptual frameworks, Research Observations, statistical publications, sector research and supporting methodological documentation. Different publication types require different levels of verification because their evidential claims, intended audiences and methodological characteristics vary.

Research review is not a single editorial activity. It involves checking the research question, source evidence, analytical reasoning, methodological limitations, authorship, disclosures, references, accessibility and publication metadata.

CGO Media distinguishes internal editorial and methodological review from independent external academic peer review. A publication is not described as independently peer reviewed unless that process has actually occurred and can be documented.

1. Research Registration and Scope

Research preparation begins with defining the purpose, scope and intended contribution of a publication. The responsible author or research team should establish the questions being addressed, the type of evidence required and the limits of the proposed analysis.

A clearly defined research scope helps prevent conclusions from expanding beyond the original evidence. It also allows reviewers to determine whether the selected methodology is suitable for the questions under investigation.

1.1 Research questions and objectives

Research questions should be sufficiently specific to guide evidence selection and analysis. Publications should distinguish between descriptive questions, exploratory investigations, conceptual modelling, statistical measurement and causal hypotheses.

A conceptual framework intended to explain relationships between search authority signals does not automatically require the same analytical procedures as an empirical study measuring search behaviour. Nevertheless, both must explain their purpose and evidential foundations accurately.

1.2 Publication classification

Each research output should be classified according to its primary purpose. Relevant categories include academic-style research papers, conceptual frameworks, research observations, statistical analyses, methodological documents and sector-specific studies.

This classification determines the appropriate review approach and prevents conceptual proposals from being presented as experimentally validated findings.

1.3 Scope approval

Before substantial production work proceeds, the proposed scope should be reviewed for relevance, feasibility, available evidence and consistency with the wider CGO Media research programme.

Material changes to the research question or analytical approach should be recorded where they affect interpretation.

Further guidance is provided in Research Scope & Questions.

2. Source and Evidence Verification

Research publications should be supported by sources appropriate to their claims. Evidence verification involves assessing source credibility, relevance, publication context, definitions, observation periods and the relationship between cited material and the conclusions presented.

2.1 Source identification

Sources may include academic publications, official statistics, primary documentation, technical standards, platform documentation, original research observations and other identifiable evidence.

Source selection should prioritise relevance and reliability rather than the number of references included.

2.2 Citation verification

Material citations should be checked to confirm that the referenced publication exists, that its bibliographic details are accurate and that it supports the relevant statement.

Where available, references should include suitable identifiers such as a DOI or a stable publication URL. A DOI identifies a publication but does not establish the quality, independence or peer-review status of the underlying research.

2.3 Statistical evidence

Statistical claims require particular attention to sample definition, measurement period, population, methodology and units of analysis.

Figures should not be reproduced without sufficient context to understand what was measured. Estimates, forecasts, model outputs and directly observed measurements should be identified appropriately.

2.4 Evidence limitations

Reviewers should identify gaps, conflicting evidence, outdated information and methodological constraints that materially affect interpretation.

Where evidence is incomplete, the publication should acknowledge uncertainty rather than presenting unsupported precision.

These requirements are developed further in Research Data & Evidence Standards.

3. Analytical and Methodological Review

Methodological review examines whether the research approach is suitable for the questions asked and whether the conclusions follow reasonably from the available evidence.

3.1 Methodological suitability

Review should consider the research design, analytical techniques, assumptions, definitions and relevant limitations. The appropriate level of scrutiny depends on whether the work is empirical, observational, statistical, conceptual or interpretative.

3.2 Distinguishing observation from inference

Research Observations should distinguish documented patterns from broader statistical conclusions. An observed behaviour within a limited dataset does not automatically establish a representative population trend.

Similarly, correlations should not be presented as causal relationships without an appropriate evidential basis.

3.3 Conceptual framework assessment

Conceptual frameworks and models should be reviewed for definitional clarity, internal consistency, logical relationships and the strength of supporting evidence.

A framework may offer a useful analytical structure without having undergone experimental validation. Publications should clearly distinguish conceptual development from empirical testing.

3.4 Analytical reproducibility

Where applicable and permitted, research documentation should explain the data sources, assumptions and procedures sufficiently for readers to understand how conclusions were reached.

Confidentiality, contractual restrictions and data protection obligations may limit the publication of underlying material. Such limitations should be disclosed when relevant.

Related standards appear in Research Analysis Methods and Research Frameworks & Models.

4. Research Integrity and Disclosure Checks

Before publication, relevant research integrity issues should be considered, including authorship, funding, conflicts of interest, confidentiality, source attribution and the accurate presentation of review status.

4.1 Authorship verification

Each publication should identify its appropriate author or authors. CGO Media Research Observations attributed to the CGO Media Research Team should retain that attribution, while individually authored research papers and frameworks should reflect their own publication records.

4.2 Funding and commercial interests

Material funding, sponsorship, commissioning arrangements and relevant commercial interests should be disclosed where they could reasonably influence interpretation.

CGO Media's commercial SEO, GEO and AI search services should not be represented as independent evidence of the effectiveness of a particular research conclusion.

4.3 Confidentiality and permissions

Review should assess whether the publication includes confidential information, restricted datasets, identifiable personal information or material requiring permission.

Information should be published only where there is an appropriate legal and contractual basis.

4.4 Accurate review claims

Internal editorial review, methodological assessment, external expert consultation and independent academic peer review are distinct processes.

Research metadata, promotional materials and repository descriptions should describe the actual review process accurately.

See Ethics & Integrity and Research Funding & Independence.

5. Editorial, Technical and Accessibility Checks

Publication review extends beyond research accuracy. Documents must also be understandable, technically accessible and presented consistently across CGO Media's website and downloadable formats.

5.1 Editorial review

Editorial checks should cover terminology, grammar, structural consistency, definitions, internal references, headings and the relationship between summaries and detailed findings.

Executive summaries should accurately represent the full publication and preserve significant limitations.

5.2 Figures and illustrations

Research diagrams, infographics and illustrations should be reviewed for legibility, factual consistency and appropriate explanatory text.

Where separate desktop and mobile figures are provided, both versions should preserve the same substantive meaning.

5.3 Accessibility

Meaningful images should include suitable alternative text. Headings, links, text contrast and reading order should support accessible navigation.

Responsive layouts should be checked to ensure that text, diagrams and navigation remain usable on smaller screens.

5.4 Internal linking

Internal links should point to relevant, functioning pages. Research papers should connect appropriately to their methodological foundations, related frameworks, research libraries and applicable governance documents.

5.5 Metadata and structured data

Page titles, descriptions, canonical URLs and structured data should accurately represent the visible publication.

Structured data must not introduce unsupported claims about authorship, review status, funding, publication dates or research findings.

6. Publication Approval and Records

Publication approval should confirm that the checks appropriate to the research output have been completed and that any material outstanding limitations are disclosed.

6.1 Authorisation

An authorised editor or publisher should confirm that a publication is ready for release. Approval should take account of evidence quality, methodological suitability, integrity disclosures and editorial completeness.

6.2 Publication records

Where appropriate, publication records should identify the title, author, publication date, version, publication location and relevant identifiers.

Dates should reflect actual publication or modification events rather than being generated solely for presentation purposes.

6.3 Publication consistency

The website version, downloadable manuscript and repository record should be checked for material inconsistencies in titles, authorship, abstracts, conclusions and citations.

Where different formats contain legitimate differences, those differences should not misrepresent the research.

7. Repository Deposits, DOIs and Versioning

Research repositories provide mechanisms for discovery, citation and long-term access. They do not automatically establish independent verification or academic endorsement.

7.1 Repository preparation

Before a research document is deposited in a repository such as Zenodo, its title, author information, abstract, references, licensing information and publication file should be checked for accuracy.

The repository description should be consistent with the manuscript and should not exaggerate the status or findings of the work.

7.2 DOI management

Where a DOI is assigned, it should be recorded accurately and linked to the correct publication or version.

DOI references should not be invented or assigned to documents that have not received the corresponding identifier.

7.3 Version control

Material revisions should be documented appropriately. The record should allow readers to distinguish between the original publication and subsequent changes where those changes affect interpretation.

7.4 Licensing and reuse

Licensing information should reflect the actual permissions granted for the document, figures, datasets and other included material.

See Usage & Licensing and Citation Guidance.

8. Post-Publication Monitoring and Corrections

Publication is not the final stage of research governance. Research may require correction, clarification, updating or withdrawal when new evidence or material problems emerge.

8.1 Reader feedback

Readers should be able to submit specific concerns about evidence, citations, interpretation, attribution or methodological limitations.

Submissions should identify the relevant publication and provide supporting information where possible.

8.2 Correction assessment

Reported issues should be assessed according to their significance. Minor typographical changes may not require the same documentation as corrections that alter a research conclusion.

8.3 Material revisions

When a change materially affects interpretation, the publication should provide an appropriate record of the revision.

Associated repository records and downloadable versions should be considered when maintaining consistency.

8.4 Withdrawal

Withdrawal may be appropriate when serious problems make the central findings unreliable and ordinary correction is insufficient.

Withdrawal decisions should be documented transparently while respecting applicable confidentiality and legal obligations.

Related procedures are described in Corrections and Research Limitations & Transparency.

Practical Pre-Publication Checklist

The following checklist summarises the principal controls to consider before releasing a CGO Media research publication.

• Confirm the research question, scope and publication category.
• Verify material source references and evidence.
• Check statistics, definitions, populations and observation periods.
• Assess the suitability of analytical methods.
• Distinguish observations, conceptual models and empirical conclusions.
• Document material assumptions and limitations.
• Confirm authorship and contributor attribution.
• Review relevant funding and conflicts of interest.
• Check confidentiality, permissions and licensing.
• Verify that review-status claims are accurate.
• Proofread headings, summaries, terminology and conclusions.
• Check figures, alternative text and mobile presentation.
• Verify internal links and external references.
• Check metadata and structured data against visible content.
• Confirm publication approval and relevant records.
• Check repository files, descriptions and DOI information where applicable.
• Establish an appropriate process for subsequent corrections.

The checklist should be applied proportionately to the type of research being published. Completion of the checklist does not itself establish independent peer review or empirical validation.

Conclusion

CGO Media's Research Review & Publication Process provides a structured approach to evidence verification, methodological assessment, editorial quality and publication accountability.

By distinguishing different research types, checking the relationship between evidence and conclusions, and maintaining accurate publication records, the process supports responsible communication of research findings.

These standards operate alongside the Research Methodology, Research Disclaimer, Ethics & Integrity and Research Funding & Independence policies.

Frequently Asked Questions

Related Research Governance Resources

Publication Information

Responsible author: CGO Media Research Team

Publisher: CGO Media

Document status: Approved Research Governance Policy

Document category: Research Governance and Publication Standards