New regression-based norms for the Trail Making Test on Norwegian older adults: Understanding the effect of education

<b>Objective:</b> To produce regression-based norms for older adults on the revised Trail Making Test with alphabet support (TMT-NR3). By examining the potential modulating effects and putative interaction effects of age, education, and sex, we aim to gain insights into cognitive aging and the effects of education. <b>Method:</b> Altogether, 440 healthy participants with an age-span from 70 to 92 years from the NorFAST (<i>n</i> = 249) and the HUNT (<i>n</i> = 191) studies were included. Regression-based norms for TMT-A, TMT-B, and derived measures TMT B-A, TMT B/A, and TMT-β were produced. Models were assessed for pertinent linear, curvilinear, or interaction effects of age, education, and sex. We evaluated and compared our norms to published North American TMT norms. <b>Results:</b> Higher age was linearly associated with lower performance on all measures. No sex differences were found. We found a reduced positive association with education on test performance at higher age. However, this interaction effect was found to be driven by participants with low education. Our validated proposed norms showed a better fit to observed data than the existing norms. <b>Conclusion:</b> The norms were adjusted for age on all measures. Norms without age adjustment are made available for TMT B/A due to a slightly better fit of this model. The results indicate (i) that only processing speed and not set-shifting declines with age and (ii) that the selection process for education might be more important than actual education for older-age performance.

Authors

Institutions

Publication Details

Journal
The Clinical Neuropsychologist
Published
2025-02-28
DOI
https://doi.org/10.1080/13854046.2025.2469940
Citations
2
Primary Topic
Health disparities and outcomes
Type
article
Field-Weighted Citation Impact
4.33
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

New regression-based norms for the Trail Making Test on Norwegian older adults: Understanding the effect of education

Linda Gjøra, Geir Selbæk, Peter Bekkhus‐Wetterberg, Carsten Strobel et al.
2 citations
The Clinical Neuropsychologist
Health disparities and outcomes
4.33
article

New regression-based norms for the Trail Making Test on Norwegian older adults: Understanding the effect of education

Linda Gjøra, Geir Selbæk, Peter Bekkhus‐Wetterberg, Carsten Strobel, Jens Egeland, Bjørn‐Eivind Kirsebom, Therese Händel Waggestad, O. O. Aga
article en
2 citations

Abstract

<b>Objective:</b> To produce regression-based norms for older adults on the revised Trail Making Test with alphabet support (TMT-NR3). By examining the potential modulating effects and putative interaction effects of age, education, and sex, we aim to gain insights into cognitive aging and the effects of education. <b>Method:</b> Altogether, 440 healthy participants with an age-span from 70 to 92 years from the NorFAST (<i>n</i> = 249) and the HUNT (<i>n</i> = 191) studies were included. Regression-based norms for TMT-A, TMT-B, and derived measures TMT B-A, TMT B/A, and TMT-β were produced. Models were assessed for pertinent linear, curvilinear, or interaction effects of age, education, and sex. We evaluated and compared our norms to published North American TMT norms. <b>Results:</b> Higher age was linearly associated with lower performance on all measures. No sex differences were found. We found a reduced positive association with education on test performance at higher age. However, this interaction effect was found to be driven by participants with low education. Our validated proposed norms showed a better fit to observed data than the existing norms. <b>Conclusion:</b> The norms were adjusted for age on all measures. Norms without age adjustment are made available for TMT B/A due to a slightly better fit of this model. The results indicate (i) that only processing speed and not set-shifting declines with age and (ii) that the selection process for education might be more important than actual education for older-age performance.

The Clinical NeuropsychologistVol. 39(7)
Oslo University Hospital (NO), University Hospital of North Norway (NO), University of Oslo (NO), Levanger Hospital (NO), Sykehuset i Vestfold (NO), Lovisenberg Diakonale Høgskole (NO), The Memory Clinic (US), UiT The Arctic University of Norway (NO)
Quality Education
Openalex Percentile: Top 8%
Health disparities and outcomes
4.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.