De-Skilling Risk

Definition

De-Skilling Risk examines de-skilling risk within the broader domain of retention, development, transfer and recovery of human skill under automation.

Why this matters

De-Skilling Risk can materially affect human agency, capability, belonging, livelihoods, culture, trust, resilience and long-term societal outcomes.

Research questions

Under which conditions does de-skilling risk improve human and system outcomes, how do effects vary across populations and contexts, and what safeguards prevent dependency, exclusion, distortion or loss of agency?

Hypotheses

A transparent, participatory and human-directed approach to de-skilling risk, with explicit safeguards and longitudinal evaluation, will improve skill retention; transfer; critical thinking; mastery; error detection; confidence calibration; recovery time compared with opaque, automation-first or short-term approaches.

Proposed methods

longitudinal skill testing; controlled automation exposure; deliberate-practice trials; transfer assessment; expert observation; recovery interventions; literature and policy review; expert and affected-user interviews; reproducibility testing; methods adapted specifically to De-Skilling Risk

Stakeholders and beneficiaries

creators; cultural custodians; communities; educators; researchers; publishers; platforms; collecting societies; libraries; archives; museums; regulators; funders