The Vulnerability Index: A weighted measure of dementia and cognitive impairment risk
- PMID: 34938851
- PMCID: PMC8659607
- DOI: 10.1002/dad2.12249
The Vulnerability Index: A weighted measure of dementia and cognitive impairment risk
Abstract
Introduction: A brief, easily calculated and interpretable index to assess vulnerability to developing cognitive impairment is needed in clinical practice and research. To address this, we developed the Vulnerability Index (VI) with the goal of identifying individuals possessing a high risk for cognitive impairment.
Methods: Twelve easily obtained sociodemographic, medical, and functional factors were used to develop the VI, with each selectively weighted based on factor analysis and predictive modeling. This cross-sectional study examined 387 subject-partner dyads.
Results: The VI was found to accurately discriminate between cognitively normal controls and participants with cognitive impairment (area under the curve [AUC]: 0.844; 95% confidence interval [CI]: 0.776-0.913) and individuals scoring high on the VI (≥8) had worse health, functional, behavioral, cognitive, and quality of life ratings than those with lower scores.
Discussion: The VI could be used in screening asymptomatic individuals for risk of cognitive impairment and guiding the development of primary and secondary prevention plans.
Keywords: Alzheimer's disease; cognitive impairment; dementia; functional assessments; health records; primary prevention; risk assessment; screening; sociodemographics.
© 2021 The Authors. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring published by Wiley Periodicals, LLC on behalf of Alzheimer's Association.
Conflict of interest statement
James E. Galvin is the creator of the Number Symbol Coding Task and Quick Dementia Rating System scale used in this study. James E. Galvin and Michael J. Kleiman are creators of the Vulnerability Index. The other authors report no conflicts of interest.
Figures

Similar articles
-
The Brain Health Platform: Combining Resilience, Vulnerability, and Performance to Assess Brain Health and Risk of Alzheimer's Disease and Related Disorders.J Alzheimers Dis. 2022;90(4):1817-1830. doi: 10.3233/JAD-220927. J Alzheimers Dis. 2022. PMID: 36336936 Free PMC article.
-
Exploring Reasons for Differential Vulnerability and Alzheimer's Disease Risk in Racial and Ethnic Minorities.J Alzheimers Dis. 2023;91(1):495-506. doi: 10.3233/JAD-220959. J Alzheimers Dis. 2023. PMID: 36442203 Free PMC article.
-
Leveraging speech and artificial intelligence to screen for early Alzheimer's disease and amyloid beta positivity.Brain Commun. 2022 Oct 14;4(5):fcac231. doi: 10.1093/braincomms/fcac231. eCollection 2022. Brain Commun. 2022. PMID: 36381988 Free PMC article.
-
Digital Clock and Recall is superior to the Mini-Mental State Examination for the detection of mild cognitive impairment and mild dementia.Alzheimers Res Ther. 2024 Jan 2;16(1):2. doi: 10.1186/s13195-023-01367-7. Alzheimers Res Ther. 2024. PMID: 38167251 Free PMC article. Review.
-
Structural magnetic resonance imaging for the early diagnosis of dementia due to Alzheimer's disease in people with mild cognitive impairment.Cochrane Database Syst Rev. 2020 Mar 2;3(3):CD009628. doi: 10.1002/14651858.CD009628.pub2. Cochrane Database Syst Rev. 2020. PMID: 32119112 Free PMC article.
Cited by
-
High frequency post-pause word choices and task-dependent speech behavior characterize connected speech in individuals with mild cognitive impairment.medRxiv [Preprint]. 2024 Aug 16:2024.02.25.24303329. doi: 10.1101/2024.02.25.24303329. medRxiv. 2024. Update in: J Alzheimers Dis. 2024 Dec;102(3):815-829. doi: 10.1177/13872877241291239. PMID: 38464237 Free PMC article. Updated. Preprint.
-
The Brain Health Platform: Combining Resilience, Vulnerability, and Performance to Assess Brain Health and Risk of Alzheimer's Disease and Related Disorders.J Alzheimers Dis. 2022;90(4):1817-1830. doi: 10.3233/JAD-220927. J Alzheimers Dis. 2022. PMID: 36336936 Free PMC article.
-
Medicare Payments and ACOs for Dementia Patients Across Race and Social Vulnerability.Am J Geriatr Psychiatry. 2024 Dec;32(12):1433-1442. doi: 10.1016/j.jagp.2024.06.011. Epub 2024 Jul 2. Am J Geriatr Psychiatry. 2024. PMID: 39019696
-
Telehealth Infrastructure, Accountable Care Organization, and Medicare Payment for Patients with Alzheimer's Disease and Related Dementia Living in Socially Vulnerable Areas.Telemed J E Health. 2024 Aug;30(8):2148-2156. doi: 10.1089/tmj.2024.0119. Epub 2024 May 16. Telemed J E Health. 2024. PMID: 38754136 Free PMC article.
-
The Healthy Brain Initiative (HBI): A prospective cohort study protocol.PLoS One. 2023 Oct 27;18(10):e0293634. doi: 10.1371/journal.pone.0293634. eCollection 2023. PLoS One. 2023. PMID: 37889891 Free PMC article.
References
-
- Alzheimer's Association. 2021 Alzheimer's disease facts and figures. Alzheimers Dement. 2021;17(3):327–406. - PubMed
-
- Sperling RA, Aisen PS, Beckett LA, et al. Toward defining the preclinical stages of Alzheimer's disease: recommendations from the National Institute on Aging‐ Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease. Alzheimers Dement. 2011;7:280–292. 10.1016/j.jalz.2011.03.003.Toward. - DOI - PMC - PubMed
Grants and funding
LinkOut - more resources
Full Text Sources