Evidence map›Paper›PMID 36992801›Full record

ArticleFrontiers in endocrinology2023

Disparities in health condition diagnoses among aging transgender and cisgender medicare beneficiaries, 2008-2017.

Jaclyn M W Hughto, Hiren Varma, Gray Babbs, Kim Yee, Ash Alpert, Landon Hughes, Jacqueline Ellison, Jae Downing, Theresa I Shireman

Full text read
In one paragraph

Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
–field-weighted citation impact
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

23 citing papers in PubMed.

  1. Article
  2. 'I Would Feel Failed By the Medical Community Entirely': Transgender Americans' Calls for Advocacy From Health Professionals in a Care-Restricted World.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  3. Alzheimer's disease and related dementias among transfeminine adults: A cohort study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Transphobia in the United Kingdom: a public health crisis.International journal for equity in health · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Review
  20. Article
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

9 authors.

Jaclyn M W HughtoCenter for Health Promotion and Health Equity, Brown University School of Public Health, Providence, RI, United States.
Hiren VarmaCenter for Gerontology & Healthcare Research, Brown University School of Public Health, Providence, RI, United States.
Gray BabbsCenter for Gerontology & Healthcare Research, Brown University School of Public Health, Providence, RI, United States.
Kim YeeOregon Health & Science University - Portland State University School of Public Health, Portland, OR, United States.
Ash AlpertCenter for Gerontology & Healthcare Research, Brown University School of Public Health, Providence, RI, United States.
Landon HughesDepartment of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI, United States.
Jacqueline EllisonDepartment of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, PA, United States.
Jae DowningOregon Health & Science University - Portland State University School of Public Health, Portland, OR, United States.
Theresa I ShiremanCenter for Gerontology & Healthcare Research, Brown University School of Public Health, Providence, RI, United States.

Funding

TRAINING IN THE DEMOGRAPHY OF AGINGT32AG000221 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sarah A. Burgard · 1992 to 2026
$15.3M
NIA NIH HHS T32 AG000221
6 · The paper itself

Abstract

Introduction: The objective of this research is to provide national estimates of the prevalence of health condition diagnoses among age-entitled transgender and cisgender Medicare beneficiaries. Quantification of the health burden across sex assigned at birth and gender can inform prevention, research, and allocation of funding for modifiable risk factors. Methods: Using 2009-2017 Medicare fee-for-service data, we implemented an algorithm that leverages diagnosis, procedure, and pharmacy claims to identify age-entitled transgender Medicare beneficiaries and stratify the sample by inferred gender: trans feminine and nonbinary (TFN), trans masculine and nonbinary (TMN), and unclassified. We selected a 5% random sample of cisgender individuals for comparison. We descriptively analyzed (means and frequencies) demographic characteristics (age, race/ethnicity, US census region, months of enrollment) and used chi-square and t-tests to determine between- (transgender vs. cisgender) and within-group gender differences (e.g., TMN, TFN, unclassified) difference in demographics (p<0.05). We then used logistic regression to estimate and examine within- and between-group gender differences in the predicted probability of 25 health conditions, controlling for age, race/ethnicity, enrollment length, and census region. Results: The analytic sample included 9,975 transgender (TFN n=4,198; TMN n=2,762; unclassified n=3,015) and 2,961,636 cisgender (male n=1,294,690, female n=1,666,946) beneficiaries. The majority of the transgender and cisgender samples were between the ages of 65 and 69 and White, non-Hispanic. The largest proportion of transgender and cisgender beneficiaries were from the South. On average, transgender individuals had more months of enrollment than cisgender individuals. In adjusted models, aging TFN or TMN Medicare beneficiaries had the highest probability of each of the 25 health diagnoses studied relative to cisgender males or females. TFN beneficiaries had the highest burden of health diagnoses relative to all other groups. Discussion: These findings document disparities in key health condition diagnoses among transgender Medicare beneficiaries relative to cisgender individuals. Future application of these methods will enable the study of rare and anatomy-specific conditions among hard-to-reach aging transgender populations and inform interventions and policies to address documented disparities.

Indexed as

Transgender PersonsAgedAged, 80 and overAgingEthnicityFemaleGender IdentityHumansMaleMedicareUnited Statesagingchronic conditionsdiagnoseshealth disparitiesinsurance claimsMedicareolder adultstransgender

Identifiers

PMID36992801
PMCPMC10040837

What OpenQuestion holds

Textfull text, public
LicenceCC BY
reference markers read1
measurements read20
Read underepoch 390

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.