Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.
Scanned 9/24/2026
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---
name: assess-publication-bias
description: "Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics."
---
# assess-publication-bias
## Purpose
Assess publication, reporting, time-lag, citation, and language bias using diagnostics appropriate to the evidence design.
## Input contract
```yaml
required: [evidence_records, outcome_schema, inclusion_frame]
optional: [registry_records, search_log, effect_estimates]
constraints: [bias claims require an observable missingness or selection pattern]
```
## Procedure
1. Define the eligible study universe and the observed evidence subset.
2. Compare availability, reporting, citation, timing, and language patterns across the declared dimensions.
3. Apply design-appropriate diagnostics and record assumptions.
4. Distinguish detected bias, plausible bias, and unassessed domains.
If the conclusion may change under plausible missing-study or selection-bias scenarios, consider `assess-sensitivity` as the next tactic.
## Output contract
```yaml
produces: [bias_domain_assessments, diagnostic_results, sensitivity_implications, unassessed_domains]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
```
## Quality gates
- The denominator for each bias domain is explicit.
- Diagnostics are not used outside their design assumptions.
## Failure and counterexamples
Do not equate small samples with publication bias or treat absence from one index as non-publication.
## Provenance map
- `resolved: knowledge-acquisition-publication-bias-assessment`
- `resolved: bias-detection`
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