Data, Methods and Research Transparency

Articles should include a Data Availability Statement. Deposit anonymized datasets, instruments, interview protocols, coding frameworks, analysis code and documentation in stable repositories where lawful and ethical.

Report sample construction, exclusions, measures, model specifications, coding decisions, software versions and robustness procedures. When organizational or commercial data cannot be shared, explain the restriction and provide sufficient metadata and procedural detail for qualified assessment.