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Define
Set the research question, intended audience, scope, exclusions and timeframe.
Research Standards
Research Methodology
How research questions are framed, sources are prioritised, claims are verified, uncertainty is handled and AI-assisted work is reviewed.
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Evidence-led content
A Repeatable Process for Research and Verification
Research on AdvocateRahulDev.com begins with a defined question, audience, scope and date range. Sources are then evaluated according to authority, relevance, freshness and the specific claim they support.
Core principles
Primary Sources First, Context Always
- Define the question before collecting evidence.
- Prioritise statutes, regulators, courts, official documentation and original research.
- Use secondary sources to explain, compare or contextualise.
- Verify dates, versions, metrics and current status.
- Separate sourced fact from analysis, inference and opinion.
- Record uncertainty, conflicting evidence and limitations.
Method overview
From Research Question to Published Analysis
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Source
Identify primary, authoritative and relevant secondary sources.
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Verify
Check material factual claims, quantitative data, dates and current status.
4
Analyse
Distinguish evidence from interpretation and explain conflicting or incomplete information.
5
Review
Review AI-assisted work against the underlying sources before publication.
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AI-assisted research
AI Outputs Are Working Material, Not Evidence
AI may help organise research, suggest questions, compare structures or assist drafting. It is not treated as the source of record. Material claims should be verified against reliable underlying sources before publication.
Research Standards
How ARD Research Is Defined, Verified and Presented
Last updated: July 31, 2026
Direct answer: ARD research begins with a defined question and scope, prioritises authoritative and primary sources, checks freshness and consistency, separates fact from interpretation, records limitations, and subjects AI-assisted work to human review.
Purpose of the Methodology
This methodology explains how AdvocateRahulDev.com approaches research-led content, comparative analysis, professional commentary and evidence-based guidance.
Its purpose is to make the process transparent enough for readers to understand how conclusions are reached and where uncertainty or limitations remain.
The methodology is applied proportionately. A short explanatory page may not require the same depth as a legal, regulatory, technical or comparative research article.
Research Question, Scope and Audience
Research begins by defining the question to be answered, the audience that needs the answer and the decision the content is intended to support.
The scope should identify relevant jurisdictions, technologies, platforms, industries, dates and exclusions.
Where the question cannot be answered comprehensively, the page should state the limitation rather than silently broaden or narrow the issue.
Source Hierarchy
Sources are evaluated according to authority, relevance, directness, freshness and the nature of the claim being supported.
The following hierarchy guides source selection, but it is not mechanical. A lower-level source may still provide useful context where no primary source exists.
- Level 1: statutes, regulations, courts, regulators and official government sources
- Level 2: standards bodies, official platform documentation, peer-reviewed or original research
- Level 3: established professional, academic and institutional publications
- Level 4: specialist commentary and reputable industry sources
- Level 5: community discussions, marketing pages and unverified claims, used cautiously
Primary and Secondary Sources
Primary sources are preferred where the exact legal, technical, regulatory or platform position matters.
Secondary sources may help explain a complex issue, compare interpretations, identify practical implications or provide industry context.
A secondary summary should not be presented as a substitute for an accessible primary source where the underlying wording materially affects the conclusion.
Fact Verification
Material factual claims should be checked against the source that directly supports them.
Names, dates, titles, office-holders, product features, legal provisions, statistics, filing numbers and other specific details should be verified rather than assumed from memory.
Where sources conflict, the page should identify the disagreement or rely on the most authoritative and current source while explaining the basis for that choice.
Freshness, Versions and Current Status
Time-sensitive information should be checked close to publication. This includes laws, official roles, platform policies, product specifications, commercial terms, search guidance and regulatory developments.
The relevant date, version or effective period should be recorded where it affects the analysis.
Terms such as current, latest or recently should be avoided unless the information has been checked within an appropriate timeframe.
Quantitative Claims
Metrics, counts, rankings, percentages, financial figures and outcome claims require a traceable source and relevant date.
The methodology should distinguish a measured result from an estimate, projection, self-reported figure or marketing claim.
Where the underlying methodology is unclear, the page should avoid presenting the number as objective fact.
Fact, Analysis, Inference and Opinion
Sourced facts should be distinguished from analytical conclusions.
Where ARD draws an inference from multiple sources, that inference should be identified as such and supported by the evidence on which it relies.
Forward-looking views, recommendations and professional opinions should not be presented as guaranteed outcomes.
Conflicting or Incomplete Evidence
Research may reveal inconsistent data, competing interpretations or incomplete public records.
The preferred approach is to identify the conflict, explain the relative authority of the sources and avoid false certainty.
A limitation does not make the research unusable, but it should be visible to readers whose decisions may depend on it.
AI-Assisted Research
AI tools may help identify research questions, organise source material, compare structures, summarise working notes or assist drafting.
AI output is treated as a lead or working aid, not as evidence. It may contain outdated, incomplete or fabricated information.
Material claims should be checked against reliable underlying sources before publication.
Human Review
Human review should test whether the evidence supports the conclusion, whether contrary information has been considered and whether the page reflects the correct jurisdiction, date and context.
Review should also address readability, scope, originality, citation accuracy, entity consistency and the practical usefulness of the final page.
The intensity of review should increase where the subject is legally, financially, medically, technically or commercially consequential.
Citations, Source Lists, Corrections and Updates
Material factual claims should use contextual citations where useful, supported by an end source list on substantive research pages.
Where a source is updated, withdrawn or superseded, the page should be reviewed if the change affects the conclusion.
Material corrections or substantive revisions should be reflected through an updated date or explanatory note.
Frequently Asked Questions
Which sources does AdvocateRahulDev.com prioritise?
Priority is given to statutes, regulators, courts, official government sources, standards bodies, official platform documentation and original research.
How are quantitative claims verified?
Material metrics, counts, rankings, percentages and financial figures require a traceable source, relevant date and clear context.
How is AI used in the research process?
AI may assist research organisation, comparison, summarisation and drafting, but its output is treated as working material rather than evidence.
How are conflicting sources handled?
The conflict should be identified, the relative authority and freshness of each source considered, and false certainty avoided.
When is research content updated?
A page should be reviewed when a material legal, technical, regulatory, platform or factual change could affect the analysis.
Sources and References
Related Pages
Related policy
Review the Editorial Standards Applied to Publication
The Editorial Policy explains how research is converted into accountable, reviewed and transparent published content.
Applied Research and Decision Framework
How to use this page in practice
The practical value of Research Methodology depends on reading the page together with the specific context in which the information will be used. Users should distinguish general website information from a professional engagement, identify which statements describe the site's own practices and which statements are broader guidance, and check any time-sensitive source before relying on it for a consequential decision. Clear scope protects both the reader and the publisher because it reduces the chance that a general explanation is treated as a complete answer to a situation with different facts. Where a question depends on jurisdiction, confidentiality, deadlines or professional duties, those factors should be raised directly in an appropriate consultation.
Transparency supports more reliable decisions
A useful Research Methodology page should make its purpose, limits and relevant contact route easy to understand. Readers should be able to see who operates the platform, how research or editorial material is prepared, what kinds of information may be collected, and where separate legal or policy pages provide more detail. These relationships matter because trust is built through consistency across the site rather than through a single statement. When the same author identity, contact information, methodology and disclaimer framework appear coherently across pages, users can evaluate the source with less guesswork and can decide whether they need further information before acting.
Updates should reflect real operational change
Material connected with Research Methodology should be revised when the underlying practice, policy, workflow or source changes. A date alone does not make information current. The stronger maintenance process records the reason for the update and checks whether related pages, internal links, metadata or structured information also need adjustment. This is particularly useful on a large site because a change to one policy or methodology statement can affect several user journeys. Keeping the relationships synchronized reduces contradictions and helps readers find the most relevant version of the information without encountering stale instructions elsewhere on the platform.
Practical Review Checklist
Before relying on this page, confirm whether your question is about the site's general information, a policy governing use of the platform, a research method, or a specific professional engagement. Check the linked source or policy page that owns the issue, note any date-sensitive information, and use the contact route where your facts differ materially from the general explanation. This review step matters because a large research-led site can contain several layers of information serving different purposes. Keeping those layers distinct helps users understand what the page can answer directly, what requires a more specific source, and when a tailored discussion is the more appropriate next step.
Ready to Define the Next Step?
Want to apply the ideas in Research Methodology to your firm? Share the desired outcome, current position and the most important constraint so the discussion can focus on a practical next step.
Discuss Research Methodology with Dr. Rahul Dev