2020

1. IDENTIFICATION & BASIC DESCRIPTION Cohort name   DigiWork Country   Finland Name   Annina Ropponen Institution   Finnish Institute of Occupational Health Email   annina.ropponen@ttl.fi Website   https://www.ttl.fi/en/research-and-development-projects/utilizing-digital-data-to-estimate-working-conditions-in-health-care-2020-2022/ Upload files   rosenstrom.pdf Contact Principal Investigator (name)   Annina Ropponen Is this cohort part of a consortium? (name consortium)   DigiWork Main aim of cohort, please briefly describe the main objectives of the cohort   Well-being at work is an important contributor to organizational performance and employee health. Factors affecting well-being and working conditions at workplaces are typically measured using personnel surveys. In this project focusing on employees working in health care, the aim is to examine whether these factors can be assessed using routine, daily accumulating digital data on personnel and organizational performance. With data-driven approaches, we will construct objective digital indicators for online monitoring of working hour characteristics and workload and evaluate their relevance for employee health and well-being at work measured e.g., as absences from work due to sickness, or quality of care. Study design (please select as many as appropriate)   Retrospective cohort Source population (please select as many as appropriate)   Industry / occupation-based Hospital / patient-based Enrollment   Completed Age range at entry (main cohort)   Minimum Maximum Mean 15 74 Men at enrollment   800 Women at enrollment   8000 Children (<18 years) at enrollment   0 Men at last follow-up   800 Women at last follow-up   8000 2. OUTCOME FOLLOW-UP Type of data for outcome follow-up (please select as many as appropriate)   Hospital / physician diagnoses Use of registers (specify) First follow-up period (provide year)   2008 Last follow-up period (provide year)   2020 Number of follow-ups after baseline (provide number)   12 3. OCCUPATIONAL EXPOSURES Source of exposure data collected (please select as many as appropriate)   Job-employment records Registry-based Job calendar Occupational history/time frame   Follow-up period Occupational coding performed   Yes Occupation (specify coding system used)   ISCO Industry (specify coding system used)   Health care sector Types of exposure measurements   Workplace sampling Methods for exposure assessment (please select as many as appropriate)   Data modelling Measurements (external sampling, biomarkers) Main categories   Ergonomics, physical workload, and injury related Organisation of work including working time Organisation of work including working time | Employment conditions   Contract duration Size of the workplace and company Work contract type (i.e. permanent, term-contract, subcontract, temporary) Organisation of work including working time | Shift work   Night (permanent or rotating) Rotating (not night) Regular/variable Organisation of work including working time | Working hours   Duration Regular/variable 6. Other Information Possibility for linkage to data registries/data enrichment via data linkage   Employment status Hospital discharge Medication usage Mortality register