Remotely engaged: Lessons from remote monitoring in multiple sclerosis

被引:24
作者
Engelhard, Matthew M. [1 ]
Patek, Stephen D. [1 ]
Sheridan, Kristina [2 ]
Lach, John C. [3 ]
Goldman, Myla D. [4 ]
机构
[1] Univ Virginia, Dept Syst & Informat Engn, POB 400747, Charlottesville, VA 22904 USA
[2] MITRE Corp, Mclean, VA USA
[3] Univ Virginia, Dept Elect & Comp Engn, Charlottesville, VA USA
[4] Univ Virginia, Dept Neurol, Charlottesville, VA USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Multiple sclerosis; Patient engagement technology; Patient empowerment; Patient-provider communication; Patient-reported outcomes; Personalized medicine; PATIENT-CENTERED CARE; MANAGEMENT; MHEALTH; COMMUNICATION; TECHNOLOGY; HEALTH; IMPACT;
D O I
10.1016/j.ijmedinf.2017.01.006
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Objectives: 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. Methods: 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. Results: 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(s) = -0.459), fatigue (r(s) = -0.390), and pain (r(s) = -0.389). Conclusions: 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. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:26 / 31
页数:6
相关论文
共 27 条
[1]   Diabetes self-management support using mHealth and enhanced informal caregiving [J].
Aikens, James E. ;
Zivin, Kara ;
Trivedi, Ranak ;
Piette, John D. .
JOURNAL OF DIABETES AND ITS COMPLICATIONS, 2014, 28 (02) :171-176
[2]  
[Anonymous], 1997, MULTIPLE SCLEROSIS Q
[3]  
Barbour V., 2013, PLOS MED, V10
[4]  
Basch E., 2015, J CLIN ONCOL, V34
[5]   Determinants and outcomes of patient-centered care [J].
Bertakis, Klea D. ;
Azari, Rahman .
PATIENT EDUCATION AND COUNSELING, 2011, 85 (01) :46-52
[6]   Patient-Centered Care is Associated with Decreased Health Care Utilization [J].
Bertakis, Klea D. ;
Azari, Rahman .
JOURNAL OF THE AMERICAN BOARD OF FAMILY MEDICINE, 2011, 24 (03) :229-239
[7]   Current Science on Consumer Use of Mobile Health for Cardiovascular Disease Prevention A Scientific Statement From the American Heart Association [J].
Burke, Lora E. ;
Ma, Jun ;
Azar, Kristen M. J. ;
Bennett, Gary G. ;
Peterson, Eric D. ;
Zheng, Yaguang ;
Riley, William ;
Stephens, Janna ;
Shah, Svati H. ;
Suffoletto, Brian ;
Turan, Tanya N. ;
Spring, Bonnie ;
Steinberger, Julia ;
Quinn, Charlene C. .
CIRCULATION, 2015, 132 (12) :1157-1213
[8]   Using mHealth Technology to Enhance Self-Monitoring for Weight Loss A Randomized Trial [J].
Burke, Lora E. ;
Styn, Mindi A. ;
Sereika, Susan M. ;
Conroy, Molly B. ;
Ye, Lei ;
Glanz, Karen ;
Sevick, Mary Ann ;
Ewing, Linda J. .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2012, 43 (01) :20-26
[9]   Development and assessment of a website presenting evidence-based information for people with multiple sclerosis: the IN-DEEP project [J].
Colombo, Cinzia ;
Filippini, Graziella ;
Synnot, Anneliese ;
Hill, Sophie ;
Guglielmino, Roberta ;
Traversa, Silvia ;
Confalonieri, Paolo ;
Mosconi, Paola ;
Tramacere, Irene .
BMC NEUROLOGY, 2016, 16
[10]   Patient-centered communication and diagnostic testing [J].
Epstein, RM ;
Franks, P ;
Shields, CG ;
Meldrum, SC ;
Miller, KN ;
Campbell, TL ;
Fiscella, K .
ANNALS OF FAMILY MEDICINE, 2005, 3 (05) :415-421