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Fatigue-Related Changes of Daily Function: Most Promising Measures for the Digital Age

Year of publication

2024

Authors

Maetzler, Walter; Correia Guedes, Leonor; Emmert, Kirsten Nele; Kudelka, Jennifer; Hildesheim, Hanna Luise; Paulides, Emma; Connolly, Hayley; Davies, Kristen; Dilda, Valentina; Ahmaniemi, Teemu; Avedano, Luisa; Bouça-Machado, Raquel; Chambers, Michael; Chatterjee, Meenakshi; Gallagher, Peter; Graeber, Johanna; Maetzler, Corina; Kaduszkiewicz, Hanna; Kennedy, Norelee; MacRae, Victoria; Carrasco Marín, Laura; Moses, Anusha; Padovani, Alessandro; Pilotto, Andrea; Ratcliffe, Natasha; Reilmann, Ralf; Rosario, Madalena; Schreiber, Stefan; De Sousa, Dina; Van Gassen, Geert; Warring, Lori Ann; Seppi, Klaus; van der Woude, C. Janneke; Ferreira, Joaquim J.; Ng, Wan Fai
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Abstract

<p>Background: Fatigue is a prominent symptom in many diseases and is strongly associated with impaired daily function. The measurement of daily function is currently almost always done with questionnaires, which are subjective and imprecise. With the recent advances of digital wearable technologies, novel approaches to evaluate daily function quantitatively and objectively in real-life conditions are increasingly possible. This also creates new possibilities to measure fatigue-related changes of daily function using such technologies. Summary: This review examines which digitally assessable parameters in immune-mediated inflammatory and neurodegenerative diseases may have the greatest potential to reflect fatigue-related changes of daily function. Key Messages: Results of a standardized analysis of the literature reporting about perception-, capacity-, and performance-evaluating assessment tools indicate that changes of the following parameters: physical activity, independence of daily living, social participation, working life, mental status, cognitive and aerobic capacity, and supervised and unsupervised mobility performance have the highest potential to reflect fatigue-related changes of daily function. These parameters thus hold the greatest potential for quantitatively measuring fatigue in representative diseases in real-life conditions, e.g., with digital wearable technologies. Furthermore, to the best of our knowledge, this is a new approach to analysing evidence for the design of performance-based digital assessment protocols in human research, which may stimulate further systematic research in this area.</p>
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Organizations and authors

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Journal/Series

Digital Biomarkers

Volume

8

Issue

1

Pages

30-39

​Publication forum

91975

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

License of the publisher’s version

CC BY NC

Self-archived

No

Other information

Fields of science

Computer and information sciences

Keywords

[object Object],[object Object],[object Object]

Identified topic

[object Object]

Language

English

International co-publication

Yes

Co-publication with a company

Yes

DOI

10.1159/000536568

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes