Evidence map›Paper›PMID 42418748›Full record

ArticleNeurology2026

Long-Term Income and Productivity Losses in Individuals With Early-Onset Dementia: Evidence From 15 Years Preceding the Diagnosis.

Ave Kivisild, Mikko Aaltonen, Kalle Aho, Sami V Heikkinen, Adolfina Lehtonen, Laura Leppänen, Iina Rinnankoski, Laura Tervonen, Helmi Soppela, Annakaisa Haapasalo and 5 more

Registry-linked trialAbstract read
In one paragraph

Article in Neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06209515 (Sociodemographic Factors and Criminal Behaviour Preceding Neurodegenerative Disease - Retrospective Register Study), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

NCT06209515 active not recruitingnot on this map

Sociodemographic Factors and Criminal Behaviour Preceding Neurodegenerative Disease - Retrospective Register Study

TypeobservationalSponsorKuopio University HospitalRan2022 to 2029Enrolled61,292ConditionsNeurodegenerative Diseases, Alzheimer Disease, Frontotemporal Dementia, Lewy Body Disease
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Ave KivisildInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0009-0001-9342-2602
Mikko AaltonenLaw School, University of Eastern Finland, Joensuu.ORCID 0000-0002-3686-2986
Kalle AhoInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0009-0009-6172-4348
Sami V HeikkinenInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0000-0001-6976-2028
Adolfina LehtonenResearch Unit of Clinical Medicine, Neurology, University of Oulu, Finland.ORCID 0009-0001-9431-526X
Laura LeppänenResearch Unit of Clinical Medicine, Neurology, University of Oulu, Finland.ORCID 0009-0009-1953-9368
Iina RinnankoskiResearch Unit of Clinical Medicine, Neurology, University of Oulu, Finland.ORCID 0009-0009-9186-8465
Laura TervonenResearch Unit of Clinical Medicine, Neurology, University of Oulu, Finland.ORCID 0009-0003-1936-3733
Helmi SoppelaInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0009-0006-5047-7415
Annakaisa HaapasaloA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio.ORCID 0000-0003-0959-2957
Janne MartikainenSchool of Pharmacy, University of Eastern Finland, Kuopio; and.ORCID 0000-0003-0855-3921
Päivi H HartikainenNeuro Center - Neurology, Kuopio University Hospital, Finland.ORCID 0000-0003-4081-9216
Kasper KatiskoInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0000-0001-7463-1989
Johanna KrügerResearch Unit of Clinical Medicine, Neurology, University of Oulu, Finland.ORCID 0000-0003-4346-1133
Eino SoljeInstitute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio.ORCID 0000-0001-9940-9524

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivesEarly-onset dementia (EOD), affecting individuals younger than 65 years, imposes a substantial socioeconomic burden. However, evidence on long-term income trajectories and productivity loss across EOD subtypes remains limited. The aim of this study was to evaluate income trajectories and societal productivity loss in individuals with different EOD subtypes.

methodsThis retrospective, population-based longitudinal cohort study included all patients with EOD from Kuopio University Hospital and Oulu University Hospital referral area between January 2010 and December 2021. Diagnoses were re-validated through clinical data review. For each study case, 10 randomly selected matched controls were used. Demographics, education, and comorbidities were obtained from national registers. Annual gross income was retrieved from Statistics Finland tax records. The Human Capital Approach was used to calculate productivity losses, in effect by estimating the annual income difference relative to controls using a generalized estimating equation regression model, with panel data spanning 15 years before diagnosis and the year of diagnosis.

resultsThe EOD cohort comprised 793 patients (50.4% women; mean age 59.6 years): 421 with Alzheimer disease (AD), 179 with frontotemporal dementia (FTD) spectrum disorders, 46 with α-synucleinopathies (α-SYNUs), and 147 with other EOD etiologies. Compared with 7,926 age-matched and sex-matched controls, patients with EOD showed substantial and progressively increasing productivity loss up to 15 years before diagnosis, with cumulative losses of €74,577 (46,423-102,732) per patient. In the AD group, productivity loss emerged 6 years before diagnosis (€2,767; 95% CI 18-5,515; DISCUSSION: This large-scale longitudinal study demonstrates significant productivity loss up to 15 years before EOD diagnosis, with variation across dementia subtypes. Earlier recognition and targeted interventions are needed in the future to mitigate the substantial socioeconomic burden of EOD. TRIAL REGISTRATION INFORMATION: This study is part of DEGE-RWD-research project (protocol registered to ClinicalTrials.gov: NCT06209515), coordinated by Neurocenter Finland.

Indexed as

Cost of IllnessDementiaEfficiencyIncomeAgedAge of OnsetAlzheimer DiseaseFemaleFinlandFrontotemporal DementiaHumansLongitudinal StudiesMaleMiddle AgedRetrospective Studies

Identifiers

PMID42418748
PMCPMC13382868

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Registered trials

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.