{"title":"Enhanced Screening for Preclinical Cognitive Vulnerability Using Target-Specific Dwelling Time in the Digital Trail Making Test Part A-A Pilot Study.","authors":"Shigeya Tanaka, Tetsuya Yamagami","doi":"10.1097/WAD.0000000000000767","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Community-based cognitive screening requires efficient, low-burden tools. We examined \"dwelling time\" (time spent by the pen-tip on a specific target) during the digital Trail Making Test (TMT)-A as a potential marker for early cognitive changes.</p><p><strong>Method: </strong>In this cross-sectional study, we included 91 community-dwelling older adults (mean age 74.4 y) classified into low Memory Performance Index (MPI) (preclinical decline, score <50.2, n=35) and normal groups (n=56). Using a tablet and stylus, dwelling times during digital TMT-A were analyzed, focusing on 5 high-interference targets most strongly associated with MPI.</p><p><strong>Results: </strong>The low MPI group had significantly longer dwelling times at the identified targets. In regression models, the sum of these dwelling times independently predicted MPI (β=-0.200, P=0.020), whereas conventional total completion time did not (β=-0.132, P=0.157). Adding this dwelling time metric to a demographic-based model improved the area under the curve (AUC) from 0.818 to 0.845.</p><p><strong>Conclusions: </strong>For preclinical stages, dwelling time at specific targets is a more sensitive marker of cognitive decline than total completion time. This digital pen-tip behavioral analysis provides a quick, accurate, and low-stress screening tool for preclinical cognitive vulnerability in primary care.</p>","PeriodicalId":520551,"journal":{"name":"Alzheimer disease and associated disorders","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2026-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Alzheimer disease and associated disorders","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1097/WAD.0000000000000767","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Community-based cognitive screening requires efficient, low-burden tools. We examined "dwelling time" (time spent by the pen-tip on a specific target) during the digital Trail Making Test (TMT)-A as a potential marker for early cognitive changes.
Method: In this cross-sectional study, we included 91 community-dwelling older adults (mean age 74.4 y) classified into low Memory Performance Index (MPI) (preclinical decline, score <50.2, n=35) and normal groups (n=56). Using a tablet and stylus, dwelling times during digital TMT-A were analyzed, focusing on 5 high-interference targets most strongly associated with MPI.
Results: The low MPI group had significantly longer dwelling times at the identified targets. In regression models, the sum of these dwelling times independently predicted MPI (β=-0.200, P=0.020), whereas conventional total completion time did not (β=-0.132, P=0.157). Adding this dwelling time metric to a demographic-based model improved the area under the curve (AUC) from 0.818 to 0.845.
Conclusions: For preclinical stages, dwelling time at specific targets is a more sensitive marker of cognitive decline than total completion time. This digital pen-tip behavioral analysis provides a quick, accurate, and low-stress screening tool for preclinical cognitive vulnerability in primary care.