Cargando…

Smart Work Injury Management (SWIM) System: A Machine Learning Approach for the Prediction of Sick Leave and Rehabilitation Plan

As occupational rehabilitation services are part of the public medical and health services in Hong Kong, work-injured workers are treated along with other patients and are not considered a high priority for occupational rehabilitation services. The idea of a work trial arrangement in the private mar...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ng, Peter H. F., Chen, Peter Q., Sin, Zackary P. T., Lai, Sun H. S., Cheng, Andy S. K.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9952743/ https://www.ncbi.nlm.nih.gov/pubmed/36829666 http://dx.doi.org/10.3390/bioengineering10020172

Ejemplares similares

Vocational Rehabilitation with or without Work Module for Patients with Chronic Musculoskeletal Pain and Sick Leave from Work: Longitudinal Impact on Work Participation
por: Beemster, Timo T., et al.
Publicado: (2020)

Sick leave and work disability in patients with early arthritis
por: Zirkzee, Elisabeth J. M., et al.
Publicado: (2007)

Function, coping and health as predictors of sick leave after rehabilitation
por: Berget, AM, et al.
Publicado: (2022)

Developing Action Plans Based on Machine Learning Analysis to Prevent Sick Leave in a Manufacturing Plant
por: Kurisu, Ken, et al.
Publicado: (2023)

Annual cost of hospitalization, inpatient rehabilitation, and sick leave for head and neck cancers in Germany
por: Klussmann, Jens P, et al.
Publicado: (2013)

Working Excessively and Burnout Among Nurses in the Context of Sick Leaves
por: Kowalczuk, Krystyna, et al.
Publicado: (2020)

Factors associated with work disability in employed cancer survivors at 24-month sick leave
por: van Muijen, Peter, et al.
Publicado: (2014)

Effect of Partial Sick Leave on Sick Leave Duration in Employees with Musculoskeletal Disorders
por: Bosman, Lisa C., et al.
Publicado: (2019)

The role of lifestyle, health, and work in educational inequalities in sick leave and productivity loss at work
por: Robroek, Suzan J. W., et al.
Publicado: (2012)

The association between shift work and sick leave: a systematic review
por: Merkus, Suzanne L, et al.
Publicado: (2012)

Description of Main Predictors for Taking Sick Leave Associated with Work-Related Eye Injuries in Spain
por: Martín-Prieto, Sergio, et al.
Publicado: (2021)

Multiple transitions in sick leave, disability benefits, and return to work. - A 4-year follow-up of patients participating in a work-related rehabilitation program
por: Øyeflaten, Irene, et al.
Publicado: (2012)

Length of sick leave – Why not ask the sick-listed? Sick-listed individuals predict their length of sick leave more accurately than professionals
por: Fleten, Nils, et al.
Publicado: (2004)

Work as an arena for health—Supervisors’ experiences with attending to employees’ sick leave and return-to-work process
por: Klevanger, Nina Elisabeth, et al.
Publicado: (2023)

Association of open-plan offices and sick leave—a systematic review and meta-analysis
por: MAUSS, Daniel, et al.
Publicado: (2022)

Long-term stability of return to work after a workplace-oriented intervention for patients on sick leave for burnout
por: Karlson, Björn, et al.
Publicado: (2014)

Sick leave before and after a work-place targeted terror attack
por: Hansen, Marianne Bang, et al.
Publicado: (2018)

Employer support for employees returning to work from sick leave – evidence for Europe
por: Leoni, T
Publicado: (2022)

Sick leave patterns in common musculoskeletal disorders – a study of doctor prescribed sick leave
por: Hubertsson, Jenny, et al.
Publicado: (2014)

Influenza in workplaces: transmission, workers’ adherence to sick leave advice and European sick leave recommendations
por: Edwards, Christina Hansen, et al.
Publicado: (2016)

Reliability of sickness certificates in detecting potential sick leave reduction by modifying working conditions: a clinical epidemiology study
por: Fleten, Nils, et al.
Publicado: (2004)

Olive Garden’s Expansion Of Paid Sick Leave During COVID-19 Reduced The Share Of Employees Working While Sick
por: Schneider, By Daniel, et al.
Publicado: (2021)

Exposure to bullying behaviours, resilience, and return to work self-efficacy in patients on or at risk of sick leave
por: AARESTAD, Sarah Helene, et al.
Publicado: (2021)

Relationship of airflow limitation severity with work productivity reduction and sick leave in a Japanese working population
por: Onoue, Ayumi, et al.
Publicado: (2016)

Returning to Work After Sick Leave – The Role of Work Demands and Resources, Self-Efficacy, and Social Support
por: Boštjančič, Eva, et al.
Publicado: (2020)

Paid Sick Leave and Sickness Benefits for employees’ economic and job security: A Scoping Review
por: Kwon, Y, et al.
Publicado: (2022)

Validation of sick leave measures: self-reported sick leave and sickness benefit data from a Danish national register compared to multiple workplace-registered sick leave spells in a Danish municipality
por: Stapelfeldt, Christina Malmose, et al.
Publicado: (2012)

How do occupational rehabilitation clinicians approach participants on long-term sick leave in order to facilitate return to work? A focus group study
por: Eftedal, M., et al.
Publicado: (2017)

Rehabilitation coordinator intervention versus control in psychiatric specialist care for return to work and reduced sick leave: study protocol of a randomised controlled trial
por: Andersén, Åsa, et al.
Publicado: (2020)

Exposure to different lengths of sick leave and subsequent work absence among young adults
por: Helgesson, Magnus, et al.
Publicado: (2016)

Sick leave and work-related accidents of social workers in Germany: an analysis of routine data
por: Wirth, Tanja, et al.
Publicado: (2018)

Work-Time Compositions of Physical Behaviors and Trajectories of Sick Leave Due to Musculoskeletal Pain
por: Hallman, David M., et al.
Publicado: (2021)

What do employees on long-term sick leave experience, as barriers for returning to work?
por: Strømstad, K, et al.
Publicado: (2022)

Work-related stress predicted future sick leave in primary health care patients
por: Hultén, A-M, et al.
Publicado: (2022)

Comparing two interdisciplinary occupational rehabilitation programs for employees on sick leave: a mixed-method design study protocol
por: Eftedal, Monica, et al.
Publicado: (2021)

Recurrent sick leave and resignation rates among female cancer survivors after return to work: the Japan sickness absence and return to work (J-SAR) study
por: Endo, Motoki, et al.
Publicado: (2019)

The Impact of CBT on Sick Leave and Health
por: Hägglund, Pathric, et al.
Publicado: (2020)

Return to work after sick leave due to musculoskeletal disorder or injury: a longitudinal study conducted in Brazil
por: Silva-Junior, João Silvestre, et al.
Publicado: (2023)

Work–life interference and physician-certified sick leave: a prospective study of a general working population
por: Marti, Andrea R, et al.
Publicado: (2022)

The paid sick leave and sickness benefits for universal health coverage: a scoping review: Huisun Lee
por: Lee, H, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_5jag2jdqiioqv0u887ni0v8fae