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Methodology
Methodology choices that survive peer review
Methods sections are scrutinized because they encode credibility. Alignment between questions, design, analysis, and claims is non-negotiable.
SciIntel Research Consulting8 min read
Peer reviewers rarely reject a paper only for imperfect prose. They reject misalignment: questions that methods cannot answer, analyses that overclaim, or designs that ignore threats to validity.
A practical alignment checklist
- Each research question maps to a method and an analysis path
- Sampling and context match the claimed generalizability
- Limitations are stated as scientific constraints, not apologies
- Computational or statistical choices are reproducible enough to defend
Whether through consulting or ResearchAI project structure, SciIntel helps teams make those alignments explicit before submission — when revision is still cheap.