2024
Doing Justice: Ethical Considerations Identifying and Researching Transgender and Gender Diverse People in Insurance Claims Data
Alpert A, Babbs G, Sanaeikia R, Ellison J, Hughes L, Herington J, Dembroff R. Doing Justice: Ethical Considerations Identifying and Researching Transgender and Gender Diverse People in Insurance Claims Data. Journal Of Medical Systems 2024, 48: 96. PMID: 39394534, PMCID: PMC11469973, DOI: 10.1007/s10916-024-02111-w.Peer-Reviewed Original ResearchConceptsTGD individualsSelf-identificationHealth of transgenderGender diverse peopleGender self-identificationTGD peopleTGD populationsDiverse peopleEpistemic injusticeTransgenderTGDGenderHealth researchHealth services researchEthical complexitiesPeopleServices researchClaims-based algorithmInjusticeInsuranceHealthIndividualsEthical considerationsResearchClaims
2022
Improving Data-Driven Methods to Identify and Categorize Transgender Individuals by Gender in Insurance Claims Data
Hughto J, Hughes L, Yee K, Downing J, Ellison J, Alpert A, Jasuja G, Shireman T. Improving Data-Driven Methods to Identify and Categorize Transgender Individuals by Gender in Insurance Claims Data. LGBT Health 2022, 9: 254-263. PMID: 35290746, PMCID: PMC9150133, DOI: 10.1089/lgbt.2021.0433.Peer-Reviewed Original ResearchConceptsTransgender peopleGender categoriesTransgender individualsSample of transgender individualsChronic health conditionsTransgender populationTransgender samplesSex-specific conditionsOdds of post-traumatic stress disorderDrug use disordersHealth conditionsHealth disparitiesGender categorizationGenderCensus regionPeopleUse disorderTransgenderInsuranceAlcohol use disorderPost-traumatic stress disorderCensusIndividualsAtherosclerotic cardiovascular disordersLogistic regression