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
- Linda Gjøra (ORCID: https://orcid.org/0000-0003-4333-9322)
- Geir Selbæk (ORCID: https://orcid.org/0000-0001-6511-8219)
- Peter Bekkhus‐Wetterberg
- Carsten Strobel
- Jens Egeland (ORCID: https://orcid.org/0000-0002-7322-9266)
- Bjørn‐Eivind Kirsebom (ORCID: https://orcid.org/0000-0002-1413-9578)
- Therese Händel Waggestad
- O. O. Aga (ORCID: https://orcid.org/0009-0007-3899-3529)
Institutions
- 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)
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