Remotely engaged: Lessons from remote monitoring in multiple sclerosis
•Web-based patient-reported outcome collection is evaluated in multiple sclerosis.•Subjects reliably reported symptoms related to fatigue and mobility through a custom web portal.•A statistically significant decline in adherence occurred over the six month study period.•More disabled subjects comple...
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Published in | International journal of medical informatics (Shannon, Ireland) Vol. 100; pp. 26 - 31 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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Elsevier B.V
01.04.2017
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Abstract | •Web-based patient-reported outcome collection is evaluated in multiple sclerosis.•Subjects reliably reported symptoms related to fatigue and mobility through a custom web portal.•A statistically significant decline in adherence occurred over the six month study period.•More disabled subjects completed patient-reported outcomes more frequently.•Tailored content and other innovations are needed to combat declining adherence.
Evaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived benefits; and quantify the impact of MS-related symptoms on perceived well-being.
Thirty-one subjects with MS completed wbPROs targeting MS-related symptoms over six months using a customized web portal. Demographics and clinical outcomes were collected in person at baseline and six months.
Approximately 87% of subjects completed wbPROs without assistance, and wbPROs strongly correlated with standard PROs (r>0.91). All wbPROs were completed less frequently in the second three months (p<0.05). Frequent wbPRO completion was significantly correlated with higher step on the Expanded Disability Status Scale (EDSS) (p=0.026). Nearly 52% of subjects reported improved understanding of their disease, and approximately 16% wanted individualized wbPRO content. Over half (63.9%) of perceived well-being variance was explained by MS symptoms, notably depression (rs=−0.459), fatigue (rs=−0.390), and pain (rs=−0.389).
wbPRO collection was feasible and reliable. More disabled subjects had higher completion rates, yet most subjects failed requirements in the second three months. Remote monitoring has potential to improve patient-centered care and communication between patient and provider, but tailored PRO content and other innovations are needed to combat declining adherence. |
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AbstractList | Evaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived benefits; and quantify the impact of MS-related symptoms on perceived well-being.
Thirty-one subjects with MS completed wbPROs targeting MS-related symptoms over six months using a customized web portal. Demographics and clinical outcomes were collected in person at baseline and six months.
Approximately 87% of subjects completed wbPROs without assistance, and wbPROs strongly correlated with standard PROs (r>0.91). All wbPROs were completed less frequently in the second three months (p<0.05). Frequent wbPRO completion was significantly correlated with higher step on the Expanded Disability Status Scale (EDSS) (p=0.026). Nearly 52% of subjects reported improved understanding of their disease, and approximately 16% wanted individualized wbPRO content. Over half (63.9%) of perceived well-being variance was explained by MS symptoms, notably depression (r
=-0.459), fatigue (r
=-0.390), and pain (r
=-0.389).
wbPRO collection was feasible and reliable. More disabled subjects had higher completion rates, yet most subjects failed requirements in the second three months. Remote monitoring has potential to improve patient-centered care and communication between patient and provider, but tailored PRO content and other innovations are needed to combat declining adherence. OBJECTIVESEvaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived benefits; and quantify the impact of MS-related symptoms on perceived well-being.METHODSThirty-one subjects with MS completed wbPROs targeting MS-related symptoms over six months using a customized web portal. Demographics and clinical outcomes were collected in person at baseline and six months.RESULTSApproximately 87% of subjects completed wbPROs without assistance, and wbPROs strongly correlated with standard PROs (r>0.91). All wbPROs were completed less frequently in the second three months (p<0.05). Frequent wbPRO completion was significantly correlated with higher step on the Expanded Disability Status Scale (EDSS) (p=0.026). Nearly 52% of subjects reported improved understanding of their disease, and approximately 16% wanted individualized wbPRO content. Over half (63.9%) of perceived well-being variance was explained by MS symptoms, notably depression (rs=-0.459), fatigue (rs=-0.390), and pain (rs=-0.389).CONCLUSIONSwbPRO collection was feasible and reliable. More disabled subjects had higher completion rates, yet most subjects failed requirements in the second three months. Remote monitoring has potential to improve patient-centered care and communication between patient and provider, but tailored PRO content and other innovations are needed to combat declining adherence. •Web-based patient-reported outcome collection is evaluated in multiple sclerosis.•Subjects reliably reported symptoms related to fatigue and mobility through a custom web portal.•A statistically significant decline in adherence occurred over the six month study period.•More disabled subjects completed patient-reported outcomes more frequently.•Tailored content and other innovations are needed to combat declining adherence. Evaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived benefits; and quantify the impact of MS-related symptoms on perceived well-being. Thirty-one subjects with MS completed wbPROs targeting MS-related symptoms over six months using a customized web portal. Demographics and clinical outcomes were collected in person at baseline and six months. Approximately 87% of subjects completed wbPROs without assistance, and wbPROs strongly correlated with standard PROs (r>0.91). All wbPROs were completed less frequently in the second three months (p<0.05). Frequent wbPRO completion was significantly correlated with higher step on the Expanded Disability Status Scale (EDSS) (p=0.026). Nearly 52% of subjects reported improved understanding of their disease, and approximately 16% wanted individualized wbPRO content. Over half (63.9%) of perceived well-being variance was explained by MS symptoms, notably depression (rs=−0.459), fatigue (rs=−0.390), and pain (rs=−0.389). wbPRO collection was feasible and reliable. More disabled subjects had higher completion rates, yet most subjects failed requirements in the second three months. Remote monitoring has potential to improve patient-centered care and communication between patient and provider, but tailored PRO content and other innovations are needed to combat declining adherence. Highlights • Web-based patient-reported outcome collection is evaluated in multiple sclerosis. • Subjects reliably reported symptoms related to fatigue and mobility through a custom web portal. • A statistically significant decline in adherence occurred over the six month study period. • More disabled subjects completed patient-reported outcomes more frequently. • Tailored content and other innovations are needed to combat declining adherence. |
Author | Engelhard, Matthew M. Sheridan, Kristina Goldman, Myla D. Lach, John C. Patek, Stephen D. |
Author_xml | – sequence: 1 givenname: Matthew M. surname: Engelhard fullname: Engelhard, Matthew M. email: mme@virginia.edu organization: Department of Systems and Information Engineering, University of Virginia, P.O. Box 400747, Charlottesville, VA, 22904, USA – sequence: 2 givenname: Stephen D. surname: Patek fullname: Patek, Stephen D. organization: Department of Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA – sequence: 3 givenname: Kristina surname: Sheridan fullname: Sheridan, Kristina organization: MITRE Corporation, McLean, VA, USA – sequence: 4 givenname: John C. surname: Lach fullname: Lach, John C. organization: Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, VA, USA – sequence: 5 givenname: Myla D. surname: Goldman fullname: Goldman, Myla D. organization: Department of Neurology, University of Virginia, Charlottesville, VA, USA |
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Keywords | Multiple sclerosis Patient-reported outcomes Patient engagement technology Personalized medicine Patient empowerment Patient-provider communication patient engagement technology patient-reported outcomes patient-provider communication patient empowerment multiple sclerosis personalized medicine |
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Snippet | •Web-based patient-reported outcome collection is evaluated in multiple sclerosis.•Subjects reliably reported symptoms related to fatigue and mobility through... Highlights • Web-based patient-reported outcome collection is evaluated in multiple sclerosis. • Subjects reliably reported symptoms related to fatigue and... Evaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived benefits;... OBJECTIVESEvaluate web-based patient-reported outcome (wbPRO) collection in MS subjects in terms of feasibility, reliability, adherence, and subject-perceived... |
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SubjectTerms | Adult Disabled Persons - psychology Disabled Persons - rehabilitation Fatigue - prevention & control Feasibility Studies Female Humans Internal Medicine Internet - utilization Male Middle Aged Monitoring, Physiologic Multiple sclerosis Multiple Sclerosis - physiopathology Multiple Sclerosis - psychology Multiple Sclerosis - therapy Other Patient empowerment Patient engagement technology Patient-Centered Care Patient-provider communication Patient-reported outcomes Personalized medicine Remote Consultation - methods Reproducibility of Results Telemedicine - utilization |
Title | Remotely engaged: Lessons from remote monitoring in multiple sclerosis |
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