SynthesisJAMA network open2024
Case Definition for Diagnosed Alzheimer Disease and Related Dementias in Medicare.
Synthesis in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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.
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.
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Who cites it
17 citing papers in PubMed.
- Comparison of Claims-Based Algorithms for Dementia Identification: A Cross-Sectional Analysis of the National Health and Aging Trends Study (NHATS).Journal of the American Geriatrics Society · 2026Article
- Methodological advances in claims-based dementia algorithms: integrating medication and clinical data for medicare populations.BMC medical research methodology · 2026Article
- Healthcare utilization and morbidity preceding a dementia classification: the Atherosclerosis Risk in Communities (ARIC) study.BMC health services research · 2026Article
- Plant-Based Dietary Patterns and Risk of Alzheimer Disease and Related Dementias in the Multiethnic Cohort Study.Neurology · 2026Article
- Disparities in the Setting of Initial Dementia Diagnosis: Influence of Race, Ethnicity, and Primary Care Use.Journal of the American Medical Directors Association · 2026Article
- Performance of ICD-10 code-based dementia case definition in the Health and Retirement Study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Alzheimer's disease and related dementias and related health conditions among American Indian and Alaska Native Medicare beneficiaries.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Leveraging electronic health records to examine differential clinical outcomes in people with Alzheimer's disease.Communications medicine · 2026Article
- Assessing the risk of early-onset dementia within 5 years of cancer diagnosis Running Title: Early-onset dementia after cancer diagnosis.medRxiv : the preprint server for health sciences · 2026Article
- U.S. Emergency Department Visits by Persons With Dementia: Impact of Medicare Claims Data and Undiagnosed Dementia.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2026Article
- Performance of ICD10 Code-Based Dementia Case Definition in the Health and Retirement Study.medRxiv : the preprint server for health sciences · 2026Article
- Unraveling disparities in county-level dementia diagnosis prevalence across the United States.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Associations between U.S. County-Level Social Infrastructure and Dementia among Medicare Beneficiaries, 2020.Alzheimer's & dementia. Behavior & socioeconomics of aging · 2025Article
- Race and Ethnicity and Comorbidities Among Medicare Beneficiaries With Young-Onset Dementia.JAMA network open · 2025Article
- Evaluating linked ICD-10 Medicare claims data as a method of dementia case ascertainment in research settings.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Generating real-world evidence in early Alzheimer's disease: Considerations for applying the target trial emulation framework to study the safety of anti-amyloid therapies.Alzheimer's & dementia (New York, N. Y.)Article
- Geographic Variation in ADRD Prevalence and Mortality and Their Association with Social Vulnerability across US Counties: A Spatial Epidemiological Analysis Using NORC and CDC SVI Data.Dementia and geriatric cognitive disorders extraArticle
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Importance: Lack of a US dementia surveillance system hinders efforts to support and address disparities among persons living with Alzheimer disease and related dementias (ADRD). Objective: To review diagnosis and prescription drug code ADRD identification algorithms to develop and implement case definitions for national surveillance. Design, Setting, and Participants: In this cross-sectional study, a systematic literature review was conducted to identify unique International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) and prescription drug codes used by researchers to identify ADRD in administrative records. Code frequency of use, characteristics of beneficiaries identified by codes, and expert and author consensus around code definitions informed code placement into categories indicating highly likely, likely, and possible ADRD. These definitions were applied cross-sectionally to 2017 to 2019 Medicare fee-for-service (FFS) claims and Medicare Advantage (MA) encounter data to classify January 2019 Medicare enrollees. Data analysis was conducted from September 2022 to March 2024. Exposures: ICD-10-CM and national drug codes in FFS claims or MA encounters. Main Outcomes and Measures: The primary outcome was counts and rates of beneficiaries meeting each case definition. Category-specific age, sex, race and ethnicity, MA enrollment, dual-eligibility, long-term care utilization, mortality, and rural residence distributions, as well as frailty scores and FFS monthly expenditures were also analyzed. Beneficiary characteristics were compared across categories, and age-standardized to minimize confounding by age. Results: Of the 60 000 869 beneficiaries included (50 853 806 aged 65 years or older [84.8%]; 32 567 891 female [54.3%]; 5 555 571 Hispanic [9.3%]; 6 318 194 non-Hispanic Black [10.5%]; 44 384 980 non-Hispanic White [74.0%]), there were 4 312 496 (7.2%) with highly likely ADRD, 1 124 080 (1.9%) with likely ADRD, and 2 572 176 (4.3%) with possible ADRD, totaling more than 8.0 million with diagnostic evidence of at least possible ADRD. These beneficiaries were older, more frail, more likely to be female, more likely to be dual-eligible, more likely to use long-term care, and more likely to die in 2019 compared with beneficiaries with no evidence of ADRD. These differences became larger when moving from the possible ADRD group to the highly likely ADRD group. Mean (SD) FFS monthly spending was $2966 ($4921) among beneficiaries with highly likely ADRD compared with $936 ($2952) for beneficiaries with no evidence of ADRD. Differences persisted after age standardization. Conclusions and Relevance: This cross-sectional study of 2019 Medicare beneficiaries identified more than 5.4 million Medicare beneficiaries with evidence of at least likely ADRD in 2019 using the diagnostic case definition. Pending validation against clinical and other methods of ascertainment, this approach can be adopted provisionally for national surveillance.
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