The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for Task-assignment algorithms

2 sources

Guide citations are still under editorial review.

International Labour Organization Guidance

Algorithmic Management in the Workplace (original source, new tab)

Management by algorithms includes both AI and simpler rules; impacts depend on workplace design.

Milanez, Lemmens and Ruggiu · OECD 2025 Employer survey

Algorithmic management in the workplace: New evidence from an OECD employer survey (original source, new tab)

Reported uses, perceived benefits and concerns across six countries. Manager reports do not substitute for worker outcome measurement.

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