Show privacy and ethics guidance
Examples
show_privacy_guidance()
#>
#> Privacy & Ethics Guidance
#> ===========================
#>
#> Privacy Protection (Enabled by Default):
#> - Common structured identifier fields are masked by default
#> - Free transcript text still requires local review before sharing
#> - Technical privacy review helpers are included
#>
#> TOOLS: Privacy Functions:
#> - ensure_privacy() - Apply privacy protection
#> - write_metrics(data, path = 'your/output.csv') - Export masked metrics without raw comments by default
#> - privacy_audit() - Check privacy risks
#> - review_privacy_risks() - privacy review
#>
#> Ethical Use Guidelines:
#> - Focus on participation equity, not surveillance
#> - Use data to improve learning, not punish students
#> - Respect student privacy and consent
#> - Follow institutional policies
#>
#> Best Practices:
#> - Always use privacy protection for real data
#> - Review privacy settings before analysis
#> - Document your analysis purpose
#> - Follow institutional data policies
#>
#> Privacy Questions?
#> - show_function_help('ensure_privacy')
#> - show_function_help('review_privacy_risks')
#> - vignette('privacy-ethics-review')