Research report / Time to competence

The longest learning curves

Time to competence by role, and why it matters most in the roles that are retiring first.

PlaceholderPDF, forthcoming Expected: to be confirmed
The Craft Gap
Two workers at a lathe: one turns the brass handwheel while the other watches.

Research report / Time to competence

The longest learning curves

Placeholder. This report summary is placeholder copy written to test layout and tone. It is not published research and makes no factual claims.

This report is in preparation. The outline on this page shows the planned scope; nothing here is a finding.

An empty training workshop at dawn with benches and machine tools.

The method

Learning happens on the walk-down

Time to competence is measured at the machine, from hire to working unsupervised.

What the report covers

  1. 01Measuring time to competence from hire to working unsupervised
  2. 02Where on-the-job training stalls
  3. 03Pairing, shadowing and the walk-down

How this research is done

Authors
To be named before launch (placeholder).
Data basis
Placeholder: the sources and data behind this report will be described here before publication.
Funding and conflicts
Placeholder pending the editorial standards disclosure (see About).