Evidence map›Paper›PMID 36643059›Full record

ArticleTransgender health2022

Under-Representation of Transgender Identities in Research: The Limitations of Traditional Quantitative Survey Data.

Ariann Ghorbanian, Bridget Aiello, Jennifer Staples

Abstract read
In one paragraph

Article in Transgender health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
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  5. COVID-19 in Rural Ontario Communities: Exploring Women's Mental Health During a Pandemic.International journal of environmental research and public health · 2025
    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.

Ariann GhorbanianCalifornia School of Professional Psychology, Alliant International University, San Diego, California, USA.ORCID https://orcid.org/0000-0003-2666-7770
Bridget AielloCalifornia School of Professional Psychology, Alliant International University, San Diego, California, USA.
Jennifer StaplesCalifornia School of Professional Psychology, Alliant International University, San Diego, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Research indicates that the portrayal and representation of transgender individuals within society, or lack thereof, impact the way in which they are able to reconcile their gender identity. Quantitative research methodology often requires that participants select one identity label from a limited list for each identity characteristic (e.g., race, sexual orientation, and relationship status). The process of choosing from limited items that do not represent one's identities limits our understanding of the nuances of identity and may create minority stress for the participant. Methods: This study included 325 diverse transgender adults who participated in a national anonymous online survey as part of a broader study focused on minority stress and mental health. Participants answered questions about gender, sexual orientation, relationship status, race, and religion, and were given the option to select multiple response options and to write in additional identities that were not listed. Results: Descriptive results indicated that 95 unique gender identities written in were not captured by the 14 gender labels provided, over 43% of participants selected multiple sexual orientations, and participants wrote in additional options for every identity variable. Conclusion: The nuance of transgender identities may not be adequately captured by standard demographic research methodologies and research would benefit from ongoing revision of demographic response options informed by the literature. Through the process of acknowledging and validating less visible identities, transgender individuals will be better represented and understood by researchers.

Indexed as

demographic questionnaireidentitymicroaggressionminority stresstransgendervictimization

Identifiers

PMID36643059
PMCPMC9829119

What OpenQuestion holds

Textmetadata
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.