Evidence map›Paper›PMID 34452832›Full record

ArticleThe American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry2022

Medicare Claims Data Underestimate Hallucinations in Older Adults With Dementia.

Ali G Hamedani, Daniel Weintraub, Allison W Willis

Open access · greenAbstract read
In one paragraph

Article in The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.1field-weighted citation impact, top 25% 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

8 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
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  4. Impact of pimavanserin on prescribing practices in parkinson disease.Clinical parkinsonism & related disorders · 2025
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  5. Channeling of New Neuropsychiatric Drugs-Impact on Safety and Effectiveness Studies.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2023
    Article
  6. Article
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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

3 authors at 1 institution in 1 country.

Ali G HamedaniDepartment of Neurology, Perelman School of Medicine, (AGH, DW, AWW) University of Pennsylvania, Philadelphia, PA; Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, (AGH, AWW) University of Pennsylvania, Philadelphia, PA; Department of Psychiatry, Perelman School of Medicine, (AWW) University of Pennsylvania, Philadelphia, PA; Parkinson's Disease Research, Education and Clinical Center, (DW) Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, (AWW) University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, (AWW) Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA. Electronic address: ali.hamedani@pennmedicine.upenn.edu.
Daniel WeintraubDepartment of Neurology, Perelman School of Medicine, (AGH, DW, AWW) University of Pennsylvania, Philadelphia, PA; Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, (AGH, AWW) University of Pennsylvania, Philadelphia, PA; Department of Psychiatry, Perelman School of Medicine, (AWW) University of Pennsylvania, Philadelphia, PA; Parkinson's Disease Research, Education and Clinical Center, (DW) Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, (AWW) University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, (AWW) Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
Allison W WillisDepartment of Neurology, Perelman School of Medicine, (AGH, DW, AWW) University of Pennsylvania, Philadelphia, PA; Translational Center of Excellence for Neuroepidemiology and Neurology Outcomes Research, (AGH, AWW) University of Pennsylvania, Philadelphia, PA; Department of Psychiatry, Perelman School of Medicine, (AWW) University of Pennsylvania, Philadelphia, PA; Parkinson's Disease Research, Education and Clinical Center, (DW) Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, (AWW) University of Pennsylvania, Philadelphia, PA; Department of Biostatistics, Epidemiology, and Informatics, (AWW) Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
Philadelphia VA Medical Center · US

Funding

The National Health and Trends StudyU01AG032947 · NIA · JOHNS HOPKINS UNIVERSITY · PI VICKI A. FREEDMAN, JENNIFER ANN SCHRACK · 2008 to 2026
$169.4M
Integrting Information About Aging SurveysR01AG030153 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Sara Adar, Alden L. Gross · 2007 to 2026
$41.7M
Impact of Anticholinergic and Dopamine Receptor Blocking Drug Exposure on Parkinson Disease Trajectory and OutcomesR01NS099129 · NINDS · UNIVERSITY OF PENNSYLVANIA · PI WILLIS, ALLISON · 2017 to 2021
$2.9M
Mega Meta Data Set of the Health and Retirement Surveys Around the WorldRC2AG036619 · NIA · RAND CORPORATION · PI KAPTEYN, ARIE · 2009 to 2010
$2.0M
Vision and hallucinations in older adultsK23EY033438 · NEI · UNIVERSITY OF PENNSYLVANIA · PI Ali G Hamedani · 2022 to 2026
$1.2M
Midcareer Development Award in Neuroaging and Geriatric Pharmacoepidemiology ResearchK24AG075234 · NIA · UNIVERSITY OF PENNSYLVANIA · PI Allison Willis · 2022 to 2026
$808k
Archiving & Creating User Friendly Data: the Longitudinal Aging Survey in IndiaR03AG043052 · NIA · RAND CORPORATION · PI LEE, JINKOOK · 2012 to 2012
$95k
NEI NIH HHS K23 EY033438NIA NIH HHS K24 AG075234NIA NIH HHS R01 AG030153NIA NIH HHS R03 AG043052NIA NIH HHS RC2 AG036619NIA NIH HHS U01 AG032947NINDS NIH HHS R01 NS099129
6 · The paper itself

Abstract

objectiveAdministrative claims data are used to study the incidence and outcomes of dementia-related hallucinations, but the validity of International Classification of Diseases (ICD) codes for identifying dementia-related hallucinations is unknown.

methodsWe analyzed Medicare-linked survey data from 2 nationally representative studies of U.S. older adults (the National Health and Aging Trends Study and the Health and Retirement Study) which contain validated cognitive assessments and a screening question for hallucinations. We identified older adults who had dementia or were permanent nursing home residents, and we combined this with questionnaire responses to define dementia-related hallucinations. Using Medicare claims data, we calculated the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of ICD codes for dementia-related hallucinations overall and within prespecified strata of age, neurologic comorbidity, and health care utilization.

resultsWe included 2,337 older adults with dementia in our cohort. Among 3,789 person-years of data, 1,249 (33.0%) had hallucations, and of these 286 had a qualifying ICD code for dementia-related hallucinations or psychosis (sensitivity 22.9%). Of 2,540 person-years of dementia without hallucinations, 284 had a diagnosis code for hallucinations (specificity 88.8%). PPV was 50.2%, and NPV was 70.1%. Sensitivity was greatest (57.0%) among those seeing a psychiatrist. Otherwise, there were no significant differences in sensitivity, specificity, PPV, or NPV by age, neurologic diagnosis, or neurologist care.

conclusionDementia-related hallucinations are poorly captured in administrative claims data, and estimates of their prevalence and outcomes using these data are likely to be biased.

Indexed as

DementiaMedicareAgedDatabases, FactualHallucinationsHumansInternational Classification of DiseasesUnited StatesdementiahallucinationsMedicaresensitivityspecificityvalidity

Identifiers

PMID34452832
PMCPMC8816965
OpenAlexW3192771368

What OpenQuestion holds

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Registered trials

None linked

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.