Reliability, construct and concurrent validity of a smartphone-based cognition test in multiple sclerosis

被引:19
|
作者
Lam, K. H. [1 ]
van Oirschot, P. [2 ]
den Teuling, B. [2 ]
Hulst, H. E. [3 ]
de Jong, B. A. [1 ]
Uitdehaag, B. M. J. [1 ]
de Groot, V [4 ]
Killestein, J. [1 ]
机构
[1] Vrije Univ Amsterdam, Amsterdam Univ, MS Ctr Amsterdam, Med Ctr,Amsterdam Neurosci,Dept Neurol, Boelelaan, NL-1117 Amsterdam, Netherlands
[2] Orikami Digital Hlth Prod, Nijmegen, Netherlands
[3] Vrije Univ Amsterdam, Amsterdam Univ, MS Ctr Amsterdam, Med Ctr,Amsterdam Neurosci,Dept Anat & Neurosci, Amsterdam, Netherlands
[4] Vrije Univ Amsterdam, Amsterdam Univ, MS Ctr Amsterdam, Med Ctr,Amsterdam Neurosci,Dept Rehabil Med, Amsterdam, Netherlands
关键词
Multiple sclerosis; cognition; digital biomarker; smartphone; ecological momentary assessment; IMPAIRMENT; TOOL; VALIDATION;
D O I
10.1177/13524585211018103
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Early detection and monitoring of cognitive dysfunction in multiple sclerosis (MS) may be enabled with smartphone-adapted tests that allow frequent measurements in the everyday environment. Objectives: The aim of this study was to determine the reliability, construct and concurrent validity of a smartphone-adapted Symbol Digit Modalities Test (sSDMT). Methods: During a 28-day follow-up, 102 patients with MS and 24 healthy controls (HC) used the MS sherpa(R) app to perform the sSDMT every 3 days on their own smartphone. Patients performed the Brief International Cognitive Assessment for MS at baseline. Test-retest reliability (intraclass correlation coefficients, ICC), construct validity (group analyses between cognitively impaired (CI), cognitively preserved (CP) and HC for differences) and concurrent validity (correlation coefficients) were assessed. Results: Patients with MS and HC completed an average of 23.2 (SD = 10.0) and 18.3 (SD = 10.2) sSDMT, respectively. sSDMT demonstrated high test-retest reliability (ICCs > 0.8) with a smallest detectable change of 7 points. sSDMT scores were different between CI patients, CP patients and HC (all ps < 0.05). sSDMT correlated modestly with the clinical SDMT (highest r = 0.690), verbal (highest r = 0.516) and visuospatial memory (highest r = 0.599). Conclusion: Self-administered smartphone-adapted SDMT scores were reliable and different between patients who were CI, CP and HC and demonstrated concurrent validity in assessing information processing speed.
引用
收藏
页码:300 / 308
页数:9
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