Research and experiential learning for public service
Data and materials

Resources for research, teaching, and public service.

Documentation, archives, reports, and project links maintained as a structured resource library.

Browse the resource library.

Use the topic filters to find data documentation, project materials, reports, and archives.

Data documentation

INSIGHT+ data and codebook

Data architecture, source systems, record structure, fields, governance, and access notes for the INSIGHT+ research infrastructure.

Open the codebook
Research platform

INSIGHT+ platform overview

An overview of CLEAR’s integrated federal workforce analytics environment and its research uses.

Explore INSIGHT+
Program guide

AI and public-service workforce program

The CAS framework, assessment workflow, workforce-planning questions, and responsible-use principles.

Explore AI & Workforce
Scholarly record

Selected CLEAR publications

A searchable collection of selected scholarship connected to CLEAR’s research portfolio.

Browse publications
Legacy platform

Legacy INSIGHT+ dashboard

The USC-hosted interactive dashboard remains available while the GSU deployment is completed.

Open legacy dashboard
Video and event archive

BookMarked legacy archive

Past conversations with authors about governance, democracy, technology, public management, and civic leadership.

Open legacy archive