Transgender data collection in the electronic health record: Current concepts and issues.

Clair A Kronk, Avery R Everhart, Florence Ashley, Hale M Thompson, Theodore E Schall, Teddy G Goetz, Laurel Hiatt, Zackary Derrick, Roz Queen, A Ram, E Mae Guthman, Olivia M Danforth, Elle Lett, Emery Potter, Simón E D Sun, Zack Marshall, Ryan Karnoski
Author Information
  1. Clair A Kronk: Center for Medical Informatics, Yale University School of Medicine, New Haven, Connecticut, USA. ORCID
  2. Avery R Everhart: Population, Health, and Place Program, Spatial Sciences Institute, University of Southern California, Los Angeles, California, USA. ORCID
  3. Florence Ashley: Center for Applied Transgender Studies, Chicago, Illinois, USA. ORCID
  4. Hale M Thompson: Department of Psychiatry and Behavioral Science, Rush University Medical Center, Chicago, Illinois, USA.
  5. Theodore E Schall: Berman Institute of Bioethics, Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA.
  6. Teddy G Goetz: Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  7. Laurel Hiatt: University of Utah School of Medicine, Salt Lake City, Utah, USA.
  8. Zackary Derrick: School of Public Health and Social Policy, University of Victoria, Victoria, British Columbia, Canada.
  9. Roz Queen: Health Information Science, School of Human and Social Development, University of Victoria, Victoria, British Columbia, Canada.
  10. A Ram: Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, USA.
  11. E Mae Guthman: Center for Applied Transgender Studies, Chicago, Illinois, USA.
  12. Olivia M Danforth: Department of Family Medicine, Samaritan Health Services Geary St. Clinic, Albany, Oregon, USA.
  13. Elle Lett: Center for Applied Transgender Studies, Chicago, Illinois, USA.
  14. Emery Potter: Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada.
  15. Simón E D Sun: Center for Applied Transgender Studies, Chicago, Illinois, USA.
  16. Zack Marshall: School of Social Work, McGill University, Montreal, Quebec, Canada. ORCID
  17. Ryan Karnoski: Center for Applied Transgender Studies, Chicago, Illinois, USA.

Abstract

There are over 1 million transgender people living in the United States, and 33% report negative experiences with a healthcare provider, many of which are connected to data representation in electronic health records (EHRs). We present recommendations and common pitfalls involving sex- and gender-related data collection in EHRs. Our recommendations leverage the needs of patients, medical providers, and researchers to optimize both individual patient experiences and the efficacy and reproducibility of EHR population-based studies. We also briefly discuss adequate additions to the EHR considering name and pronoun usage. We add the disclaimer that these questions are more complex than commonly assumed. We conclude that collaborations between local transgender and gender-diverse persons and medical providers as well as open inclusion of transgender and gender-diverse individuals on terminology and standards boards is crucial to shifting the paradigm in transgender and gender-diverse health.

Keywords

References

  1. Transgend Health. 2016 Oct 01;1(1):205-215 [PMID: 28861535]
  2. Clin Infect Dis. 2016 Jul 15;63(2):164-8 [PMID: 27126343]
  3. J Pediatr Endocrinol Metab. 2018 Jun 27;31(6):665-670 [PMID: 29715194]
  4. Perspect Med Educ. 2020 Oct;9(5):324-328 [PMID: 32301051]
  5. JAMA Surg. 2018 Jul 1;153(7):609-616 [PMID: 29490365]
  6. Clin Biochem. 2014 Jul;47(10-11):983-7 [PMID: 24560655]
  7. Clin Nutr. 2017 Aug;36(4):915-916 [PMID: 28511999]
  8. Arch Dis Child Educ Pract Ed. 2017 Dec;102(6):298-303 [PMID: 28495667]
  9. Arch Intern Med. 2011 Jul 25;171(14):1281-4 [PMID: 21788544]
  10. PLoS One. 2017 May 25;12(5):e0178043 [PMID: 28542498]
  11. Br J Psychiatry. 1997 Oct;171:389-90 [PMID: 9373432]
  12. BMC Health Serv Res. 2012 May 04;12:110 [PMID: 22559234]
  13. Int J Transgend Health. 2019 Nov 23;21(1):16-32 [PMID: 33015656]
  14. PLoS One. 2014 Sep 08;9(9):e107104 [PMID: 25198577]
  15. Am J Prev Med. 2020 Apr;58(4):506-513 [PMID: 32001054]
  16. Am J Public Health. 2019 Aug;109(8):1111-1118 [PMID: 31219717]
  17. LGBT Health. 2020 Aug-Sep;7(6):305-311 [PMID: 32598211]
  18. Br J Psychiatry. 1983 Sep;143:227-31 [PMID: 6354337]
  19. J Am Med Inform Assoc. 2018 Jul 1;25(7):905-908 [PMID: 29635362]
  20. Neurol Neurochir Pol. 2003;37 Suppl 3:19-38 [PMID: 14560698]
  21. Acad Med. 2017 Mar;92(3):345-350 [PMID: 28225731]
  22. Clin Breast Cancer. 2021 Jun;21(3):e154-e157 [PMID: 33341378]
  23. Arch Sex Behav. 2015 Jul;44(5):1165-76 [PMID: 26054486]
  24. J Androl. 2006 Mar-Apr;27(2):164 [PMID: 16474025]
  25. PLoS Comput Biol. 2020 Sep 3;16(9):e1008095 [PMID: 32881868]
  26. Yale J Biol Med. 2016 Jun 27;89(2):239-46 [PMID: 27354849]
  27. Am J Public Health. 2017 Sep;107(9):1441-1447 [PMID: 28727530]
  28. J Pers Assess. 1985 Oct;49(5):454-66 [PMID: 4067791]
  29. Plast Reconstr Surg. 2021 Feb 1;147(2):480-483 [PMID: 33565834]
  30. Shinrigaku Kenkyu. 1996 Oct;67(4):308-13 [PMID: 9021886]
  31. J Am Psychoanal Assoc. 1996;44(3):785-814 [PMID: 8892188]
  32. Cereb Cortex. 2020 May 14;30(5):2897-2909 [PMID: 31813993]
  33. Virtual Mentor. 2007 Aug 01;9(8):566-71 [PMID: 23218152]
  34. Science. 2020 Sep 4;369(6508):1171-1172 [PMID: 32883854]
  35. Arch Sex Behav. 2008 Jun;37(3):491-4; discussion 505-10 [PMID: 18431626]
  36. Am J Public Health. 2014 Mar;104(3):e31-8 [PMID: 24432926]
  37. CMAJ. 2021 Apr 19;193(16):E562-E565 [PMID: 33875462]
  38. Proc R Soc Med. 1926;19(Sect Hist Med):95-110 [PMID: 19985190]
  39. Perspect Psychol Sci. 2021 Nov;16(6):1159-1164 [PMID: 31747342]
  40. Soc Sci Med. 2019 Feb;222:67-75 [PMID: 30605801]
  41. Sex Res Social Policy. 2016 Sep;13(3):288-296 [PMID: 34956416]
  42. J Am Acad Child Adolesc Psychiatry. 2003 Mar;42(3):266; author reply 266-8 [PMID: 12595778]
  43. N Engl J Med. 2020 Dec 17;383(25):2399-2401 [PMID: 33314873]
  44. Demography. 2014 Dec;51(6):2047-73 [PMID: 25403151]
  45. Am J Surg Pathol. 2020 Aug;44(8):1040-1049 [PMID: 32282346]
  46. Arch Sex Behav. 2018 May;47(4):973-985 [PMID: 28785919]
  47. Med J Aust. 2020 Mar;212(4):150-151.e1 [PMID: 32030758]
  48. Acad Med. 2017 Apr;92(4):432 [PMID: 28350604]
  49. Adv Clin Exp Med. 2020 Mar;29(3):409-417 [PMID: 32233126]
  50. Prim Care. 2018 Dec;45(4):687-703 [PMID: 30401350]
  51. J Sex Med. 2016 Apr;13(4):613-26 [PMID: 27045261]
  52. Arch Sex Behav. 2020 Oct;49(7):2301-2318 [PMID: 32875381]
  53. J Am Acad Child Adolesc Psychiatry. 1991 Mar;30(2):310-5 [PMID: 2016237]
  54. Perspect Psychiatr Care. 1975 Apr-Jun;13(2):83-9 [PMID: 1041344]
  55. LGBT Health. 2018 Apr;5(3):171-179 [PMID: 29589995]
  56. N Engl J Med. 2012 Dec 6;367(23):2175-84 [PMID: 23215555]
  57. Can J Psychiatry. 1991 May;36(4):300-1 [PMID: 1678310]
  58. J Bioeth Inq. 2018 Dec;15(4):487-495 [PMID: 29736897]
  59. Stud Health Technol Inform. 2019 Aug 21;264:208-212 [PMID: 31437915]
  60. JAMA. 2011 Sep 7;306(9):971-7 [PMID: 21900137]
  61. Arch Sex Behav. 1984 Aug;13(4):371-86 [PMID: 6487080]
  62. J Am Med Inform Assoc. 2020 Nov 1;27(11):1774-1783 [PMID: 32935124]
  63. Transl Androl Urol. 2019 Jun;8(3):273-282 [PMID: 31380234]
  64. J R Soc Med. 2017 Apr;110(4):144-152 [PMID: 28382847]
  65. Oman Med J. 2020 Apr 30;35(2):e122 [PMID: 32411417]
  66. Zhonghua Liu Xing Bing Xue Za Zhi. 2005 Nov;26(11):878-81 [PMID: 16676610]
  67. Sex Transm Dis. 2019 Apr;46(4):254-259 [PMID: 30516726]
  68. LGBT Health. 2019 May/Jun;6(4):166-173 [PMID: 31084519]
  69. Nature. 2020 Jul;583(7817):493 [PMID: 32699396]
  70. Front Psychol. 2014 Jun 17;5:602 [PMID: 24987385]
  71. Indian J Psychiatry. 2011 Jan;53(1):1-3 [PMID: 21430999]
  72. LGBT Health. 2017 Jun;4(3):171-173 [PMID: 28453387]
  73. Med Educ Online. 2018 Dec;23(1):1510703 [PMID: 30157712]
  74. Int J Equity Health. 2017 Aug 18;16(1):148 [PMID: 28821291]
  75. J Gen Intern Med. 2020 Dec;35(12):3724-3725 [PMID: 31808128]
  76. Kennedy Inst Ethics J. 2018;28(3):243-280 [PMID: 30369506]
  77. Transgend Health. 2016 Dec 01;1(1):250-265 [PMID: 28861539]
  78. BMC Public Health. 2014 Nov 26;14:1224 [PMID: 25427573]
  79. Am J Health Behav. 2001 Jan-Feb;25(1):50-9 [PMID: 11289729]
  80. BMJ. 2019 May 14;365:l1652 [PMID: 31088823]
  81. Int J Environ Res Public Health. 2019 Mar 18;16(6): [PMID: 30889934]
  82. Pharmacotherapy. 2014 Dec;34(12):1282-97 [PMID: 25220381]
  83. J Autism Dev Disord. 2018 Dec;48(12):4070-4078 [PMID: 30062396]
  84. Transgend Health. 2017 Feb 01;2(1):1-7 [PMID: 28861543]
  85. Acad Med. 2018 Jan;93(1):9 [PMID: 29278589]
  86. Arch Pediatr Adolesc Med. 2011 Feb;165(2):171-6 [PMID: 21300658]
  87. Med Care. 2020 Oct;58(10):903-911 [PMID: 32925416]
  88. Arch Sex Behav. 2014 Nov;43(8):1491-501 [PMID: 25231821]
  89. Milbank Q. 2020 Sep;98(3):802-846 [PMID: 32808696]
  90. LGBT Health. 2014 Dec;1(4):269-76 [PMID: 26789855]
  91. Sci Data. 2016 May 24;3:160035 [PMID: 27219127]
  92. J Nucl Med Technol. 2013 Sep;41(3):231-3 [PMID: 23853088]
  93. J Sex Res. 2013;50(8):767-76 [PMID: 22989000]
  94. J Sex Marital Ther. 1991 Winter;17(4):235-51 [PMID: 1815090]
  95. BMC Health Serv Res. 2015 Sep 10;15:371 [PMID: 26357948]
  96. J Homosex. 2014;61(9):1288-312 [PMID: 24959984]
  97. Educ Prim Care. 2021 Jul;32(4):198-201 [PMID: 33568022]
  98. Focus. 1998 Jan;13(2):5-6 [PMID: 11365022]
  99. Eur Child Adolesc Psychiatry. 1997 Sep;6(3):170-3 [PMID: 9383652]
  100. eNeuro. 2020 Apr 27;7(2): [PMID: 32341132]
  101. J Am Board Fam Med. 2020 Mar-Apr;33(2):314-321 [PMID: 32179615]
  102. SSM Popul Health. 2020 May 28;11:100608 [PMID: 32529022]
  103. Int J Med Inform. 2021 Dec;156:104601 [PMID: 34649111]
  104. Kinderkrankenschwester. 2007 Aug;26(8):330-2 [PMID: 17844686]
  105. J Adolesc Health. 2018 Oct;63(4):503-505 [PMID: 29609917]
  106. Nature. 2020 Oct;586(7831):813-816 [PMID: 33077973]
  107. Endocr Pract. 2017 Aug;23(8):897-906 [PMID: 28534684]
  108. Ultrasound Obstet Gynecol. 2018 Apr;51(4):493-502 [PMID: 28976722]
  109. Arch Sex Behav. 2019 Aug;48(6):1655-1657 [PMID: 31317287]
  110. Psychopathology. 1995;28(6):317-21 [PMID: 8838404]
  111. Nervenarzt. 1989 Jun;60(6):361-3 [PMID: 2747826]
  112. Lancet. 2020 Jun 27;395(10242):1961 [PMID: 32593329]
  113. Rev Endocr Metab Disord. 2018 Sep;19(3):271-275 [PMID: 29922962]
  114. Clin Breast Cancer. 2019 Feb;19(1):e12-e19 [PMID: 30527351]
  115. Fed Pract. 2019 Jun;36(6):271-277 [PMID: 31258320]
  116. Public Health Rev. 2020 Feb 19;41:3 [PMID: 32099728]

Grants

  1. 5R25DA035692-08/NIDA NIH HHS
  2. K12-HS-026385/AHRQ HHS
  3. K12 HS026385/AHRQ HHS
  4. T32 HS000029/AHRQ HHS
  5. R25 DA035692/NIDA NIH HHS

MeSH Term

Data Collection
Electronic Health Records
Gender Identity
Humans
Reproducibility of Results
Transgender Persons
United States

Word Cloud

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