Evidence map›Paper›PMID 34613410›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2022

Gender harmony: improved standards to support affirmative care of gender-marginalized people through inclusive gender and sex representation.

Robert C McClure, Caroline L Macumber, Clair Kronk, Chris Grasso, Robert J Horn, Roz Queen, Steven Posnack, Kelly Davison

Erratum issuedAbstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 17 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 2 pooled it
–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

17 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. What do measures of gender identity tell us about gender identity over time?The British journal of developmental psychology · 2025
    Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. In defense of empathic informatics.Journal of the American Medical Informatics Association : JAMIA · 2025
    Article
  6. Article
  7. Sex-Based Bias in Artificial Intelligence-Based Segmentation Models in Clinical Oncology.Clinical oncology (Royal College of Radiologists (Great Britain)) · 2025
    Review
  8. Article
  9. Article
  10. Review
  11. Article
  12. Words matter: The language of difference in human genetics.Genetics in medicine : official journal of the American College of Medical Genetics · 2023
    Article
  13. Article
  14. Transgender Individuals and Digital Health.Current HIV/AIDS reports · 2022
    Review
  15. Article
  16. Pediatric sexual orientation and gender identity data collection in the electronic health record.Journal of the American Medical Informatics Association : JAMIA · 2022
    Article
  17. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Robert C McClureMD Partners, Inc., Lafayette, Colorado, USA.ORCID 0000-0002-2937-0342
Caroline L MacumberClinical Architecture, Carmel, Indiana, USA.
Clair KronkDepartment of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.ORCID 0000-0001-8397-8810
Chris GrassoFenway Health, Boston, Massachusetts, USA.
Robert J HornFairhaven Technology, Maynard, Massachusetts, USA.
Roz QueenSchool of Health Information Science, University of Victoria, Victoria, BC, Canada.
Steven PosnackUS Department of Health and Human Services, Office of the National Coordinator for Health IT, Washington, District of Columbia, USA.
Kelly DavisonCanada Health Infoway, Toronto, ON, Canada.

Funding

MEDICAL INFORMATICS RESEARCH TRAINING AT YALET15LM007056 · NLM · YALE UNIVERSITY · PI Mark Bender Gerstein, LUCILA OHNO-MACHADO · 1987 to 2026
$22.2M
NLM NIH HHS T15 LM007056
6 · The paper itself

Abstract

objectiveAccurate representation of clinical sex and gender identity in interoperable clinical systems is a major challenge for organizations intent on improving outcomes for sex- and gender-marginalized people. Improved data collection has been hindered by the historical approach that presumed a single, often binary, datum was sufficient. We describe the Health Level Seven International (HL7) Gender Harmony logical model that proposes an improved approach. MATERIALS AND

methodsThe proposed solution was developed via an American National Standards Institute (ANSI)-certified collaborative balloted process. As an HL7 Informative Document, it is an HL7 International-balloted consensus on the subject of representing sex and representing gender in clinical systems based on work of the gender harmony project led by the HL7 Vocabulary Work Group.

resultsThe Gender Harmony Model is a logical model that provides a standardized approach that is both backwards-compatible and an improvement to the meaningful capture of gender identity, recorded sex or recorded gender, a sex for clinical use, the name to use, and pronouns that are affirmative and inclusive of gender-marginalized people.

conclusionMost clinical systems and current standards in health care do not meaningfully address, nor do they consistently represent, sex and gender diversity, which has impeded interoperability and led to suboptimal health care. The Gender Harmony Project was formed to create more inclusive health information exchange standards to enable a safer, higher-quality, and embracing healthcare experience. The Gender Harmony Model provides the informative guidance for standards developers to implement a more thorough technical design that improves the narrow binary design used in many legacy clinical systems.

Indexed as

Gender IdentityHealth Information ExchangeDelivery of Health CareFemaleHealth Level SevenHumansMaleaffirmative caregender harmony modelgender-marginalized peoplehealth information standardsinclusive design

Identifiers

PMID34613410
PMCPMC8757317

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.