Framework
Four risk-shifting mechanisms in AI-driven management
The question it answers
When bringing AI into scheduling, timekeeping or productivity monitoring, which risks is an HR manager quietly shifting from the firm onto workers?
- Origin
- Moradi and Levy, 2020
- Diagram type
- Hub diagram
- Level of analysis
- Firm

Diagram
Four risk-shifting mechanisms in AI-driven management
AI shifts risk from firms to workers
Algorithmic just-in-time scheduling
Narrowing what counts as paid working time
Predicting fraud or loss to exclude people in advance
Productivity incentives with fine-grained monitoring
Sources
References
Listed A–Z by author surname, Harvard style. A source with a DOI links to https://doi.org/…; one without links to its page or says plainly that it has no DOI.
- Moradi, P. and Levy, K. (2020) ‘The future of work in the age of AI: displacement or risk-shifting?’, in The Oxford handbook of ethics of AI. New York: Oxford University Press, pp. 270–288.doi:10.1093/oxfordhb/9780190067397.013.17Source page