Patients' views of wearable devices and AI in healthcare: findings from the ComPaRe e-cohort

被引:140
作者
Viet-Thi Tran [1 ,2 ,3 ]
Riveros, Carolina [3 ]
Ravaud, Philippe [1 ,2 ,3 ,4 ]
机构
[1] Univ Paris 05, METHODS Team, Ctr Res Epidemiol & Stat CRESS, INSERM,UMR 1153, 1 Pl Parvis Notre Dame, F-75004 Paris, France
[2] Paris Descartes Univ, 12 Rue Ecole Med, F-75006 Paris, France
[3] Hop Hotel Dieu, AP HP, Ctr Clin Epidemiol, 1 Pl Parvis Notre Dame, F-75004 Paris, France
[4] Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, 22W 168th St, New York, NY USA
关键词
CLASSIFICATION;
D O I
10.1038/s41746-019-0132-y
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Wearable biometric monitoring devices (BMDs) and artificial intelligence (Al) enable the remote measurement and analysis of patient data in real time. These technologies have generated a lot of "hype," but their real-world effectiveness will depend on patients' uptake. Our objective was to describe patients' perceptions of the use of BMDs and Al in healthcare. We recruited adult patients with chronic conditions in France from the "Community of Patients for Research" (ComPaRe). Participants (1) answered quantitative and open-ended questions about the potential benefits and dangers of using of these new technologies and (2) participated in a case-vignette experiment to assess their readiness for using BMD5 and Al in healthcare. Vignettes covered the use of Al to screen for skin cancer, remote monitoring of chronic conditions to predict exacerbations, smart clothes to guide physical therapy, and Al chatbots to answer emergency calls. A total of 1183 patients (51% response rate) were enrolled between May and June 2018. Overall, 20% considered that the benefits of technology (e.g., improving the reactivity in care and reducing the burden of treatment) greatly outweighed the dangers. Only 3% of participants felt that negative aspects (inadequate replacement of human intelligence, risks of hacking and misuse of private patient data) greatly outweighed potential benefits. We found that 35% of patients would refuse to integrate at least one existing or soon-to-be available intervention using BMD5 and Al-based tools in their care. Accounting for patients' perspectives will help make the most of technology without impairing the human aspects of care, generating a burden or intruding on patients' lives.
引用
收藏
页数:8
相关论文
共 38 条
[1]   USE OF VIGNETTES IN SURVEY-RESEARCH [J].
ALEXANDER, CS ;
BECKER, HJ .
PUBLIC OPINION QUARTERLY, 1978, 42 (01) :93-104
[2]   Biometric monitoring devices for assessing end points in clinical trials: developing an ecosystem [J].
Arneric, Stephen P. ;
Cedarbaum, Jesse M. ;
Khozin, Sean ;
Papapetropoulos, Spyros ;
Hill, Derek L. ;
Ropacki, Michael ;
Rhodes, Jane ;
Dacks, Penny A. ;
Hudson, Lynn D. ;
Gordon, Mark Forrest ;
Kern, Volker D. ;
Romero, Klaus ;
Vradenburg, George ;
Au, Rhoda ;
Karlin, Daniel R. ;
Facheris, Maurizio F. ;
Fitzer-Attas, Cheryl J. ;
Vitolo, Ottavio V. ;
Wang, Jian ;
Miller, Bradley M. ;
Kaye, Jeffrey A. .
NATURE REVIEWS DRUG DISCOVERY, 2017, 16 (10) :737-740
[3]   Closed-Loop Insulin Delivery for Glycemic Control in Noncritical Care [J].
Bally, Lia ;
Thabit, Hood ;
Hartnell, Sara ;
Andereggen, Eveline ;
Ruan, Yue ;
Wilinska, Malgorzata E. ;
Evans, Mark L. ;
Wertli, Maria M. ;
Coll, Anthony P. ;
Stettler, Christoph ;
Hovorka, Roman .
NEW ENGLAND JOURNAL OF MEDICINE, 2018, 379 (06) :547-556
[4]   Wearable and Implantable Sensors: The Patient's Perspective [J].
Bergmann, Jeroen H. M. ;
Chandaria, Vikesh ;
McGregor, Alison .
SENSORS, 2012, 12 (12) :16695-16709
[5]   Using wearable technology to predict health outcomes: a literature review [J].
Burnham, Jason P. ;
Lu, Chenyang ;
Yaeger, Lauren H. ;
Bailey, Thomas C. ;
Kollef, Marin H. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2018, 25 (09) :1221-1227
[6]   Artificial intelligence, bias and clinical safety [J].
Challen, Robert ;
Denny, Joshua ;
Pitt, Martin ;
Gompels, Luke ;
Edwards, Tom ;
Tsaneva-Atanasova, Krasimira .
BMJ QUALITY & SAFETY, 2019, 28 (03) :231-237
[7]  
ComPaRe, 2018, COMM PAT RES
[8]  
Cresswell J.W., 2011, Designing and conducting mixed method research., V2nd
[9]   Disease management apps and technical assistance systems for bipolar disorder: Investigating the patients' point of view [J].
Daus, Henning ;
Kislicyn, Natalia ;
Heuer, Stephan ;
Backenstrass, Matthias .
JOURNAL OF AFFECTIVE DISORDERS, 2018, 229 :351-357
[10]   Defining digital medicine [J].
Elenko, Eric ;
Underwood, Lindsay ;
Zohar, Daphne .
NATURE BIOTECHNOLOGY, 2015, 33 (05) :456-461