Public-facing methods, validation protocols, and reproducible research infrastructure developed for empirical accounting and labor-market research.
A research-facing method specification for two planned accounting–labor data linkages. Version 0.1.0 makes the decision units, candidate structure, evidence gaps, benchmark protocol, and public-safe reference implementation inspectable without claiming that a production crosswalk has been released.
Two inspectable accounting lessons for distinct audiences: a ledger-derived introductory accounting lab and a doctoral module on labor markets in accounting research. Objectives, sequence, misconception feedback, source boundaries, assessment, and instructor materials are explicit.
Three source-first accounting research utilities for disclosure inspection, entity-linkage diagnosis, and reliability reporting. The tools expose evidence and uncertainty; they do not replace researcher judgment or claim production readiness.