Protocol for a construct and clinical validation study of MyCog Mobile: a remote smartphone-based cognitive screener for older adults

被引:3
作者
Young, Stephanie Ruth [1 ]
Dworak, Elizabeth McManus [1 ]
Byrne, Greg J. [1 ]
Jones, Callie Madison [1 ]
Benavente, Julia Yoshino [2 ,3 ]
Yao, Lihua [1 ]
Curtis, Laura M. [2 ,3 ]
Diaz, Maria Varela [1 ]
Gershon, Richard [1 ]
Wolf, Michael [1 ,2 ]
Nowinski, Cindy [1 ]
机构
[1] Northwestern Univ, Feinberg Sch Med, Dept Med Social Sci, Chicago, IL 60208 USA
[2] Northwestern Univ, Div Gen Internal Med, Chicago, IL USA
[3] Northwestern Univ, Feinberg Sch Med, Geriatr, Chicago, IL USA
关键词
aging; primary care; dementia; telemedicine; geriatric medicine; ALZHEIMERS-DISEASE; PRIMARY-CARE; DEMENTIA; PERFORMANCE; MANAGEMENT; DIAGNOSIS;
D O I
10.1136/bmjopen-2023-083612
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Annual cognitive screening in older adults is essential for early detection of cognitive impairment, yet primary care settings face time constraints that present barriers to routine screening. A remote cognitive screener completed on a patient's personal smartphone before a visit has the potential to save primary care clinics time, encourage broader screening practices and increase early detection of cognitive decline. MyCog Mobile is a promising new remote smartphone-based cognitive screening app for primary care settings. We propose a combined construct and clinical validation study of MyCog Mobile.Methods and analysis We will recruit a total sample of 300 adult participants aged 65 years and older. A subsample of 200 healthy adult participants and a subsample of 100 adults with a cognitive impairment diagnosis (ie, dementia, mild cognitive impairment, cognitive deficits or other memory loss) will be recruited from the general population and specialty memory care centres, respectively. To evaluate the construct validity of MyCog Mobile, the healthy control sample will self-administer MyCog Mobile on study-provided smartphones and be administered a battery of gold-standard neuropsychological assessments. We will compare correlations between performance on MyCog Mobile and measures of similar and dissimilar constructs to evaluate convergent and discriminant validity. To assess clinical validity, participants in the clinical sample will self-administer MyCog Mobile on a smartphone and be administered a Mini-Cog screener and these data will be combined with the healthy control sample. We will then apply several supervised model types to determine the best predictors of cognitive impairment within the sample. Area under the receiver operating characteristic curve, accuracy, sensitivity and specificity will be the primary performance metrics for clinical validity.Ethics and dissemination The Institutional Review Board at Northwestern University (STU00214921) approved this study protocol. Results will be published in peer-reviewed journals and summaries provided to the study's funders.
引用
收藏
页数:6
相关论文
共 34 条
[1]   Test Length and Cognitive Fatigue: An Empirical Examination of Effects on Performance and Test-Taker Reactions [J].
Ackerman, Phillip L. ;
Kanter, Ruth .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-APPLIED, 2009, 15 (02) :163-181
[2]   Fatigue in Alzheimer's disease: biological basis and clinical management-a narrative review [J].
Angioni, Davide ;
Raffin, Jeremy ;
Ousset, Pierre-Jean ;
Delrieu, Julien ;
de Souto Barreto, Philipe .
AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2023, 35 (10) :1981-1989
[3]   2021 Alzheimer's disease facts and figures [J].
不详 .
ALZHEIMERS & DEMENTIA, 2021, 17 (03) :327-406
[4]  
[Anonymous], 2008, LANCET NEUROL, V7, P761, DOI 10.1016/S1474-4422(08)70175-3
[5]   Signs and symptoms preceding the diagnosis of Alzheimer's disease: a systematic scoping review of literature from 1937 to 2016 [J].
Bature, Fidelia ;
Guinn, Barbara-ann ;
Pang, Dong ;
Pappas, Yannis .
BMJ OPEN, 2017, 7 (08)
[6]  
Bechger T.M., 2004, Psicologica, V25, P253
[7]  
Borson S, 2000, INT J GERIATR PSYCH, V15, P1021, DOI 10.1002/1099-1166(200011)15:11<1021::AID-GPS234>3.0.CO
[8]  
2-6
[9]   Missed and Delayed Diagnosis of Dementia in Primary Care Prevalence and Contributing Factors [J].
Bradford, Andrea ;
Kunik, Mark E. ;
Schulz, Paul ;
Williams, Susan P. ;
Singh, Hardeep .
ALZHEIMER DISEASE & ASSOCIATED DISORDERS, 2009, 23 (04) :306-314
[10]   Dementia screening in primary care - Is it time? [J].
Brayne, Carol ;
Fox, Chris ;
Boustani, Malaz .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2007, 298 (20) :2409-2411