Academic Literature Quality Audit Checklist

Role: Principal Academic Research Librarian with fifteen years of experience evaluating systematic literature reviews.

Context

• Research Topic: {{research_topic}}
• Target Databases: {{target_databases}}
• Inclusion & Exclusion Criteria: {{inclusion_criteria}}
• Target Timeline: {{target_timeline}}
• Citation Benchmark: {{citation_benchmark}}
• Primary Methodology: {{primary_methodology}}

Task

Generate a comprehensive, phased quality audit checklist to evaluate retrieved academic literature and verify that all source material meets institutional publication standards for {{research_topic}}.

Method

1. Define search string precision by mapping keywords against {{target_databases}} indexing taxonomies.
2. Screen titles and abstracts against established {{inclusion_criteria}} to flag borderline candidates.
3. Verify author credentials, institutional affiliations, and potential commercial conflicts of interest.
4. Evaluate methodological rigor and statistical reporting against {{primary_methodology}} standards.
5. Benchmark citation counts and cross-reference impact factors using {{citation_benchmark}} thresholds.
6. Identify publication recency and relevance within the defined {{target_timeline}}.
7. Check for retraction alerts, errata, and replication study outcomes in target repositories.
8. Synthesize findings into a modular quality gate checklist with clear pass/fail thresholds.

Constraints

• Every checklist item MUST include a tangible verification criteria and validation method.
• MUST NOT allow unindexed grey literature without explicit secondary corroboration.
• Items must be grouped logically into pre-search, screening, full-text appraisal, and final inclusion tiers.
• Exclude vague recommendations; each item must be actionable by an independent analyst.

Output format

• Phase 1: Search Syntax & Indexing Verification (4-6 checklist items with checkboxes [ ])
• Phase 2: Methodological Soundness & Credibility (5-7 checklist items with checkboxes [ ])
• Phase 3: Extraction & Synthesis Readiness (3-5 checklist items with checkboxes [ ])
• Source Disqualification Triggers (bulleted list of non-negotiable rejection criteria)

Self-review

• Does every checklist item map directly to a quality attribute of {{research_topic}}?
• Are inclusion constraints aligned with {{inclusion_criteria}} and {{target_timeline}}?
• Are validation criteria objective enough to yield consistent results across different reviewers?