Evidence map›Paper›PMID 38630959›Full record

ArticleNeurology2024

Trajectories of Occupational Cognitive Demands and Risk of Mild Cognitive Impairment and Dementia in Later Life: The HUNT4 70+ Study.

Trine H Edwin, Asta K Håberg, Ekaterina Zotcheva, Bernt Bratsberg, Astanand Jugessur, Bo Engdahl, Catherine Bowen, Geir Selbæk, Hans-Peter Kohler, Jennifer R Harris and 6 more

Open access · greenAbstract read
In one paragraph

Article in Neurology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
8.5field-weighted citation impact, top 2% of its field
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

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
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  3. Associations between occupational trajectories at ages 35-55 and later-life cognition in older adults in Chile.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
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  4. [Modifiable risk and protective factors for dementia: an overview of established and emerging evidence].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2026
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  18. Education, Occupational Environment, and Cognitive Function in Later Life.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025
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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

16 authors at 1 institution in 1 country.

Trine H EdwinFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0002-0530-8771
Asta K HåbergFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0002-9007-1202
Ekaterina ZotchevaFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Bernt BratsbergFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Astanand JugessurFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0003-1365-8322
Bo EngdahlFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Catherine BowenFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Geir SelbækFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0001-6511-8219
Hans-Peter KohlerFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0003-0639-4349
Jennifer R HarrisFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Sarah E TomFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Steinar KrokstadFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Teferi MekonnenFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.
Yaakov SternFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0001-7542-3241
Vegard F SkirbekkFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0002-1647-3246
Bjørn H StrandFrom the Department of Geriatric Medicine (T.H.E., G.S., B.H.S.), Oslo University Hospital; Department for Physical Health and Aging (A.K.H., E.Z., B.E., T.M., V.F.S., B.H.S.), Norwegian Institute of Public Health, Oslo; Department of Neuromedicine and Movement Science (A.K.H.), Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; Norwegian National Centre for Ageing and Health (E.Z., G.S., V.F.S., B.H.S.), Vestfold Hospital Trust, Tønsberg; Centre for Fertility and Health (B.B., A.J., J.R.H., V.F.S.), Norwegian Institute of Public Health; Ragnar Frisch Center for Economic Research (B.B.), Oslo; Department of Global Public Health and Primary Care (A.J.), University of Bergen, Norway; Independent Researcher (C.B.), Vienna, Austria; Faculty of Medicine (G.S.), University of Oslo, Norway; Population Aging Research Center and Department of Sociology (H.-P.K.), University of Pennsylvania, Philadelphia; Cognitive Neuroscience Division (S.E.T., Y.S.), Department of Neurology, Columbia University, New York; Department of Epidemiology (S.E.T.), Columbia University, Mailman School of Public Health; HUNT Research Centre (S.K.), Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim; and Levanger Hospital (S.K.), Nord-Trøndelag Hospital Trust, Norway.ORCID 0000-0003-4385-8886
Norwegian Institute of Public Health · NO

Funding

Changing lives, changing brains: How modern family and work life influences ADRD risksR01AG069109 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STERN, YAAKOV · 2020 to 2025
$3.1M
NIA NIH HHS R01 AG069109
6 · The paper itself

Abstract

BACKGROUND AND

objectivesThe cognitive reserve hypothesis posits that cognitively stimulating work delays the onset of mild cognitive impairment (MCI) and dementia. However, the effect of occupational cognitive demands across midlife on the risk of these conditions is unclear.

methodsUsing a cohort study design, we evaluated the association between registry-based trajectories of occupational cognitive demands from ages 30-65 years and clinically diagnosed MCI and dementia in participants in the HUNT4 70+ Study (2017-19). Group-based trajectory modeling identified trajectories of occupational cognitive demands, measured by the routine task intensity (RTI) index (lower RTI indicates more cognitively demanding occupation) from the Occupational Information Network. Multinomial regression was implemented to estimate the relative risk ratios (RRRs) of MCI and dementia, after adjusting for age, sex, education, income, baseline hypertension, obesity, diabetes, psychiatric impairment, hearing impairment, loneliness, smoking status, and physical inactivity assessed at HUNT1-2 in 1984-1986 and 1995-1997. To handle missing data, we used inverse probability weighting to account for nonparticipation in cognitive testing and multiple imputation.

resultsBased on longitudinal RTI scores for 305 unique occupations, 4 RTI trajectory groups were identified (n = 7,003, 49.8% women, age range 69-104 years): low RTI (n = 1,431, 20.4%), intermediate-low RTI (n = 1,578, 22.5%), intermediate-high RTI (n = 2,601, 37.1%), and high RTI (n = 1,393, 19.9%). Participants in the high RTI group had a higher risk of MCI (RRR 1.74, 95% CI 1.41-2.14) and dementia (RRR 1.37, 95% CI 1.01-1.86), after adjusting for age, sex, and education compared with participants in the low RTI group. In a sensitivity analysis, controlling for income and baseline health-related factors, the point estimates were not appreciably changed (RRR 1.66, 95% CI 1.35-2.06 for MCI, and RRR 1.31, 95% CI 0.96-1.78 for dementia). DISCUSSION: People with a history of cognitively stimulating occupations during their 30s, 40s, 50s, and 60s had a lower risk of MCI and dementia older than 70 years, highlighting the importance of occupational cognitive stimulation during midlife for maintaining cognitive function in old age. Further research is required to pinpoint the specific occupational cognitive demands that are most advantageous for maintaining later-life cognitive function.

Indexed as

Cognitive DysfunctionCognitive ReserveDementiaAgedAged, 80 and overCognitionCohort StudiesFemaleHumansMale

Identifiers

PMID38630959
PMCPMC11175637
OpenAlexW4394903778

What Socratic holds

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