Evidence map›Paper›PMID 41675716›Full record

ArticleTransgender health2025

Chronic Conditions and Health Care Use Comparison Between Transgender/Gender Diverse and Cisgender Medicare Beneficiaries.

Gray Babbs, Jaclyn M W Hughto, Landon D Hughes, Theresa I Shireman, David J Meyers

Abstract read
In one paragraph

Article in Transgender health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

5 authors.

Gray BabbsDepartment of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.
Jaclyn M W HughtoDepartment of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island, USA.
Landon D HughesDepartment of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Cambridge, Massachusetts, USA.
Theresa I ShiremanDepartment of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.
David J MeyersDepartment of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.

Funding

Examining Health Comorbidities and Healthcare Utilization Disparities among Older Transgender and Cisgender Adults in the U.S.R01AG073440 · NIA · BROWN UNIVERSITY · PI Jaclyn White Hughto, David Joseph Meyers · 2022 to 2026
$2.7M
NIA NIH HHS R01 AG073440
6 · The paper itself

Abstract

Purpose: We compared how transgender and gender diverse (TGD) and cisgender adults in the United States develop age-related chronic conditions and use health care throughout their lives. Methods: Using an established algorithm, we identified TGD beneficiaries in Medicare claims data from 2011 to 2020. We identified the 10 nearest-neighbor cisgender matches for each TGD beneficiary based on propensity scores estimated from the original basis of eligibility, years of Medicare enrollment, race, ethnicity, age, and hospital service area. Our primary outcomes were chronic conditions and health care utilization variables as measured by the Chronic Conditions Warehouse. We used generalized estimating equations with a logit link to compare age-related chronic conditions and health utilization between the TGD and matched cisgender cohorts, controlling for original eligibility, years of Medicare enrollment, race, ethnicity, and age. We plotted age-related chronic conditions and health care utilization over age for TGD and cisgender beneficiaries. Results: We identified 38,187 TGD Medicare beneficiaries. We found that TGD beneficiaries had higher rates of age-related chronic conditions than cisgender beneficiaries. These disparities grew as beneficiaries aged for endocrine and renal conditions, musculoskeletal conditions and chronic pain, and neurological conditions. TGD beneficiaries were more likely to use inpatient, outpatient, emergency department, skilled nursing facility, home health, and dialysis care than cisgender beneficiaries. Conclusion: As the number of TGD-identified adults grows, these findings underscore the need for Medicare to create policies and programs that address the needs of TGD beneficiaries.

Indexed as

agingchronic conditionshealth care utilizationhealth disparitiesMedicaretransgender health

Identifiers

PMID41675716
PMCPMC12889157

What OpenQuestion holds

Textmetadata
LicenceTDM
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.