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HELSEVEL-V-Gode og effektive helse-, omsorgs- og velferdstjenester

SmaRTWork - a digital system for personalised return to work recommendations for sick-listed with musculoskeletal disorders

Alternative title: SmaRTWork – et digitalt system for persontilpassede anbefalinger for sykmeldte med muskel- og skjelettplager

Awarded: NOK 12.0 mill.

Long-term sickness absence has vast consequences, both for the sick listed worker and society. Musculoskeletal disorders are the most common reason for sickness absence. Despite extensive research on return to work interventions, the results are inconsistent and there is a lack of evidence regarding who needs what measures and at what time. This project aims is to develop and evaluate an intelligent decision support system that 1) enables early identification of individuals at risk of long-term sick leave due to musculoskeletal disorders, and 2) provides personalised recommendations to facilitate sustainable return to work. The foundation for the decision support system will be case-based reasoning (CBR). The main principle of CBR is to reuse knowledge from previous successful cases to suggest solutions for new and similar cases. Workers who have been sick listed for 8 weeks due to musculoskeletal disorders will be invited to use the SmaRTWork tool. After consent, they will receive credentials to access the web-based tool, which can be accessed by a computer/tablet/phone. SmaRTWork is a user-centred system, where the sick-listed worker chooses to act upon the tailored recommendations they receive about measures to facilitate return to work. To increase acceptability, credibility and likelihood for uptake, the involvement of users and stakeholders in development and evaluation will be crucial. In addition, user representatives will be invited to take part in an advisory board. The effect of the SmaRTWork tool on return to work will be evaluated in a randomised controlled trial. Furthermore, a process evaluation assesses facilitators and barriers for implementation, and qualitative studies explore how the sick-listed workers and other relevant stakeholders experience using the system.

Musculoskeletal disorders are the most common reason for sickness absence. Despite extensive research on return to work interventions the results are inconsistent and there is a lack of evidence in regards to who needs what measures. Furthermore, it is not only a question about who needs what; it is also a question about when. The aim of this project is to develop and evaluate an intelligent decision support system that i) enables early identification of individuals at risk of long-term sick leave due to musculoskeletal disorders, and ii) provides personalised recommendations to facilitate sustainable return to work. The SmaRTWork tool will utilize state-of-the-art artificial intelligence (AI) methodologies for the early risk prediction and subsequent tailoring of a personalised intervention to facilitate sustainable return to work. The core foundation for the decision support system will be case-based reasoning (CBR). The main principle of CBR is to reuse knowledge from previous successful cases to suggest solutions for new and similar cases. Workers who have been sick listed for 8 weeks due to musculoskeletal disorders will be invited to use The SmaRTWork tool. After consent they will receive credentials to access the web-based SmaRTWork tool which can be accessed by a computer/tablet/phone. The effect of the SmaRTWork tool will be evaluated in a randomized controlled trial. The main outcome will be time to sustainable return to work (i.e. one month back at work without relapse) based on registry data. There will be a process evaluation that will assess facilitators and barriers for implementation, and qualitative studies to explore how the sick-listed workers and other relevant stakeholders experience using the system.

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HELSEVEL-V-Gode og effektive helse-, omsorgs- og velferdstjenester

Thematic Areas and Topics

Portefølje Demokrati, styring og fornyelseLTP2 Helse, forebygging og behandlingResponsible Research & InnovationPortefølje Naturvitenskap og teknologiFornyelse og innovasjon i offentlig sektorForskning for fornyelse av offentlig sektorHelseUtviklingsarbeidLTP2 Styrket konkurransekraft og innovasjonsevnePortefølje LivsvitenskapPortefølje Muliggjørende teknologierFNs BærekraftsmålMål 3 God helseAnvendt forskningInternasjonaliseringInternasjonalt prosjektsamarbeidPolitikk- og forvaltningsområderLikestilling og inkluderingLTP2 Fornyelse i offentlig sektorFNs BærekraftsmålArbeidLTP2 Samfunnssikkerhet og samhørighetLTP2 VelferdstjenesterInternasjonaliseringResponsible Research & InnovationRRI MedvirkningPolitikk- og forvaltningsområderFornyelse og innovasjon i offentlig sektorDigitalisering og bruk av IKTArbeidArbeidslivLTP2 Innovasjon i stat og kommuneDigitalisering og bruk av IKTOffentlig sektorPolitikk- og forvaltningsområderHelse og omsorgLTP2 Utenforskap, inkludering, kulturmøter og migrasjonTjenesterettet FoULTP2 IKT og digital transformasjonLTP2 Muliggjørende og industrielle teknologierPolitikk- og forvaltningsområderOffentlig administrasjon og forvaltningFNs BærekraftsmålMål 8 Anstendig arbeid og økonomisk vekstVelferdVelferdssamfunnets tjenester og organiseringVelferdPolitikk- og forvaltningsområderDigitaliseringPolitikk- og forvaltningsområderVelferdPolitikk- og forvaltningsområderArbeidsliv - Politikk og forvaltningPortefølje HelseGrunnforskningPortefølje Velferd, kultur og samfunn