Evidence map›Paper›PMID 41516724›Full record

ArticleSensors (Basel, Switzerland)2026

Sensor-Detected Differences in Behaviors of Older Drivers with Pre-MCI and Mild Cognitive Impairment vs. Unimpaired Drivers.

Ruth M Tappen, David Newman, Mónica Rosselli, Joshua Conniff, Subhosit Ray, Sonia Moshfeghi, Jinwoo Jang, KwangSoo Yang, Borko Furht

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Ruth M TappenChristine E. Lynn College of Nursing, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.ORCID 0000-0002-2122-8173
David NewmanChristine E. Lynn College of Nursing, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.
Mónica RosselliDepartment of Psychology, Charles E. Schmidt College of Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.ORCID 0000-0003-2656-9505
Joshua ConniffDepartment of Psychology, Charles E. Schmidt College of Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.ORCID 0000-0002-4450-9373
Subhosit RayChristine E. Lynn College of Nursing, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.
Sonia MoshfeghiDepartment of Civil, Environmental, and Geomatics Engineering, College of Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.ORCID 0000-0001-9776-7248
Jinwoo JangDepartment of Civil, Environmental, and Geomatics Engineering, College of Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.ORCID 0000-0002-3657-698X
KwangSoo YangDepartment of Electrical Engineering and Computer Science, College of Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.
Borko FurhtDepartment of Electrical Engineering and Computer Science, College of Engineering and Computer Science, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, USA.

Funding

In-Vehicle Sensors to Detect Cognitive Change in Older DriversR01AG068472 · NIA · FLORIDA ATLANTIC UNIVERSITY · PI NEWMAN, DAVID, TAPPEN, RUTH M · 2020 to 2024
$5.5M
NIA NIH HHS R01 AG068472NIA NIH HHS R01AG068472-01
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Automobile DrivingCognitive DysfunctionAgedAged, 80 and overCognitionFemaleHumansLongitudinal StudiesMaleNeuropsychological Testsaccelerometerdriving behaviorIVDR (In-Vehicle Data Recorder)mild cognitive impairmentnaturalistic driving studyolder driverPre-MCItelematics

Identifiers

PMID41516724
PMCPMC12788341

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.