Labor Data Analysis
Structuring case, record, and report data
to analyze risk patterns and institutional gaps in the workplace.
This analysis is conducted by combining anonymized data with public materials.
What data do we analyze?
Individual Case Data
Anonymous data collected through consultation records, reports, and voluntary surveys
Public Data
Court rulings, administrative materials, public statistics, and publicly reported cases
Structured Record Data
Data reorganized based on incident timing, action type, response method, and outcome
Here's how analysis is conducted
Data Refinement
We decompose narrative records into action types, occurrence timing, and response stages.
Pattern Analysis
We connect common structures between cases to identify recurring risk signals and failure points.
Meaning Interpretation
We interpret not through simple frequency analysis but within the context of organizational structures and systems.
Key Analysis Metrics
Incident Type Distribution
What types of problems occur most frequently
Distribution by Occurrence Stage
At which point do problems most frequently arise
Response Failure Points
Where are the critical moments when problems escalate
Time to Recovery
Differences in recovery period based on initial response
External Help Access Timing
When did expert intervention occur
How is this data utilized?
• Individual Protection Guide
Providing standards for early recognition of risk signals
• Organizational Diagnosis
Deriving standards for pre-checking labor risks within organizations
• Policy & System Proposals
Presenting improvement proposals based on repeatedly appearing failure structures
Connected Research Areas
Case-based Research
Qualitative research that serves as the foundation for data analysis
Reports & Insights
Public reports synthesizing analysis results
Policy & System Proposals
Data-driven improvement proposals
This data analysis is not intended for judgment or legal conclusions about individuals
and serves as research material for structural understanding and prevention.