dc.contributor
[Midaglia L] Servei de Neuroimmonologia clínica, Hospital Universitari Vall d’Hebron, Barcelona, Spain. Centre d’Esclerosi Múltiple de Catalunya (CEMCAT), Barcelona, Spain. Departament de Medicina, Universitat Autònoma de Barcelona, Barcelona, Spain. [Mulero P] Servei de Neuroimmonologia clínica, Hospital Universitari Vall d’Hebron, Barcelona, Spain. Centre d’Esclerosi Múltiple de Catalunya (CEMCAT), Barcelona, Spain. [Montalban X] Neuroimmonologia clínica, Hospital Universitari Vall d’Hebron, Barcelona, Spain. Centre d’Esclerosi Múltiple de Catalunya (CEMCAT), Barcelona, Spain. Hospital Universitari Vall d’Hebron, Barcelona, Spain. Departament de Neurologia, Universitat de Toronto, Toronto, Canadà. [Graves J] Department of Neurology, University of California, San Diego, USA. [Hauser SL] Department of Neurology, University of California, San Francisco,USA. [Julian L] Genentech Inc, South San Francisco, USA
dc.contributor
Vall d'Hebron Barcelona Hospital Campus
dc.contributor.author
Midaglia Fernandez, Luciana
dc.contributor.author
Mulero Carrillo, Patricia
dc.contributor.author
Montalban Gairín, Xavier
dc.contributor.author
Graves, Jennifer
dc.contributor.author
Hauser, Stephen L.
dc.contributor.author
Julian, Laura
dc.date.accessioned
2025-10-24T10:28:59Z
dc.date.available
2025-10-24T10:28:59Z
dc.date.issued
2020-03-13T12:29:12Z
dc.date.issued
2020-03-13T12:29:12Z
dc.date.issued
2019-08-30
dc.identifier
Midaglia L, Mulero P, Montalban X, Graves J, Hauser SL, Julian L, et al. Adherence and satisfaction of smartphone- and smartwatch-based remote active testing and passive monitoring in people with multiple sclerosis: nonrandomized interventional feasibility study. J Med Internet Res. 2019 Aug 30;21(8):e14863.
dc.identifier
https://hdl.handle.net/11351/4730
dc.identifier
10.2196/14863
dc.identifier
000483306800001
dc.identifier.uri
http://hdl.handle.net/11351/4730
dc.description.abstract
Smartphone; Multiple sclerosis; Patient adherence
dc.description.abstract
Teléfono inteligente; Esclerosis múltiple; Adherencia del paciente
dc.description.abstract
Telèfon intel·ligent; Esclerosi múltiple; Adherència del pacient
dc.description.abstract
Background: Current clinical assessments of people with multiple sclerosis are episodic and may miss critical features of functional fluctuations between visits.
Objective: The goal of the research was to assess the feasibility of remote active testing and passive monitoring using smartphones and smartwatch technology in people with multiple sclerosis with respect to adherence and satisfaction with the FLOODLIGHT test battery.
Methods: People with multiple sclerosis (aged 20 to 57 years; Expanded Disability Status Scale 0-5.5; n=76) and healthy controls (n=25) performed the FLOODLIGHT test battery, comprising active tests (daily, weekly, every two weeks, or on demand) and passive monitoring (sensor-based gait and mobility) for 24 weeks using a smartphone and smartwatch. The primary analysis assessed adherence (proportion of weeks with at least 3 days of completed testing and 4 hours per day passive monitoring) and questionnaire-based satisfaction. In-clinic assessments (clinical and magnetic resonance imaging) were performed.
Results: People with multiple sclerosis showed 70% (16.68/24 weeks) adherence to active tests and 79% (18.89/24 weeks) to passive monitoring; satisfaction score was on average 73.7 out of 100. Neither adherence nor satisfaction was associated with specific population characteristics. Test-battery assessments had an at least acceptable impact on daily activities in over 80% (61/72) of people with multiple sclerosis.
dc.format
application/pdf
dc.publisher
JMIR Publications
dc.relation
Journal of Medical Internet Research;21(8)
dc.relation
https://www.jmir.org/2019/8/e14863/
dc.rights
Attribution 4.0 International
dc.rights
http://creativecommons.org/licenses/by/4.0/
dc.rights
info:eu-repo/semantics/openAccess
dc.subject
Esclerosi múltiple
dc.subject
Pacients - Cooperació
dc.subject
Telèfons intel·ligents
dc.subject
DISEASES::Nervous System Diseases::Autoimmune Diseases of the Nervous System::Demyelinating Autoimmune Diseases, CNS::Multiple Sclerosis
dc.subject
PSYCHIATRY AND PSYCHOLOGY::Behavior and Behavior Mechanisms::Behavior and Behavior Mechanisms::Behavior::Health Behavior::Treatment Adherence and Compliance::Patient Acceptance of Health Care::Patient Compliance
dc.subject
ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT::Equipment and Supplies::Electrical Equipment and Supplies::Wearable Electronic Devices
dc.subject
ENFERMEDADES::enfermedades del sistema nervioso::enfermedades autoinmunitarias del sistema nervioso::enfermedades autoinmunes desmielinizantes del SNC::esclerosis múltiple
dc.subject
PSIQUIATRÍA Y PSICOLOGÍA::conducta y mecanismos de la conducta::conducta y mecanismos de la conducta::conducta::conducta sanitaria::cumplimiento y adherencia al tratamiento::aceptación de la asistencia sanitaria por parte del paciente::cumplimiento del paciente
dc.subject
TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS::equipos y suministros::equipos eléctricos y suministros eléctricos::dispositivos electrónicos ponibles
dc.title
Adherence and satisfaction of smartphone- and smartwatch-based remote active testing and passive monitoring in people with multiple sclerosis: nonrandomized interventional feasibility study
dc.type
info:eu-repo/semantics/article
dc.type
info:eu-repo/semantics/publishedVersion
