Ilkka Kivimäki

Using AI to support safety management – Analysing occupational safety data using machine learning within the framework of human factors

Organisations collect large amounts of safety data concerning safety events. However, many organisations are still in their infancy in this regard, especially when it comes to utilising large datasets containing textual safety data to support their safety management. Fast-develop...

Antecedents of Long‑Term Work Disability After Mental Health-Related Sickness Absence: The Role of Occupational Health Care Pathways

Abstract Purpose The relationship between specific occupational health care (OHC) pathways and subsequent work disability following an initial mental health-related sickness absence (SA) is poorly understood. This study aimed to predict long-term SA outcomes by modeling the timin...