Resources · Research center

Research and methodology for workforce intelligence

Sourced, answer-ready research for manufacturing skills demand, regional workforce intelligence, and planning topics. Educational research lives under Resources — commercial AdaptIQ product pages stay separate.

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Who this research helps

Employers, boards, agencies, and seekers who need credible workforce insights.

  • Employers & talent leaders

    Use sourced workforce research to inform hiring and skills priorities.

  • Boards & state partners

    Reference answer-ready research for modernization, skills demand, and regional planning briefings.

  • Seekers & practitioners

    Read manufacturing and trades pathway research connected to careers, skills, and training.

How to use the research center

Open an asset, review sources and methodology, then explore data or request a briefing.

  1. Open a research or WI asset

    Start with manufacturing skills demand, Ohio workforce intelligence, or related topic pages under Resources.

  2. Check methodology & sources

    Review where data comes from and when it was last updated before you cite or share it.

  3. Continue to data or briefing

    Soft conversion: Download the Report / Explore the Data, or Request an AdaptIQ Briefing when you need the commercial product path.

Featured manufacturing research is published as educational workforce-intelligence content. Product options for commercial workforce intelligence are linked separately.

Featured research & WI assets

Manufacturing and regional assets first, plus related guides and product options.

Related hubs & trust

Resources parent hub, State & Local, Organizations, and security resources.

Need workforce intelligence for planning?

Explore educational research assets first — then request an AdaptIQ briefing when you want the commercial workforce-intelligence product path.

Request an AdaptIQ Briefing