{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,8]],"date-time":"2026-10-08T22:46:34Z","timestamp":1791499594165,"version":"4.3.4"},"reference-count":68,"publisher":"Public Library of Science (PLoS)","issue":"5","license":[{"start":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T00:00:00Z","timestamp":1748390400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100023581","name":"National Science Foundation Graduate Research Fellowship Program","doi-asserted-by":"publisher","award":["2040433"],"award-info":[{"award-number":["2040433"]}],"id":[{"id":"10.13039\/100023581","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"abstract":"<jats:p>Queer people are still underrepresented both as STEM researchers and participants, partially due to a dearth of accurate data on this demographic. The lack of consideration for queer identities in data collection and dissemination causes a vicious cycle of exclusion. To address this invisibility, it is important to collect and report data in an inclusive and accurate manner across all areas of research, including in studies that are not specifically focused on queer populations. However, STEM researchers are often unsure of how to properly collect data in a manner that fairly represents queer people. We have developed a list of Ten Simple rules to aid researchers to perform data collection on queer individuals, focusing on study design and data dissemination. We address several issues in queer data, such as language use, dealing with small populations, and balancing demands. We also discuss how to extend this inclusive practice for studies on animal populations. These rules are aimed at anybody surveying populations which may contain queer individuals, including for example research studies and inclusivity surveys for conferences. By providing practical tips, we hope to alleviate insecurity and confusion around this topic.<\/jats:p>","DOI":"10.1371\/journal.pcbi.1013091","type":"journal-article","created":{"date-parts":[[2025,5,28]],"date-time":"2025-05-28T17:35:55Z","timestamp":1748453755000},"page":"e1013091","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":4,"title":["Ten simple rules for queer data collection and analysis by STEM researchers"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3822-5323","authenticated-orcid":true,"given":"Dori M.","family":"Grijseels","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Banqueri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4384-6781","authenticated-orcid":true,"given":"Keerthana","family":"Iyer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lee","family":"Hanlin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0894-2938","authenticated-orcid":true,"given":"Melanie","family":"Ortiz Alvarez de la Campa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1214-1965","authenticated-orcid":true,"given":"David","family":"Pagliaccio","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2435-7015","authenticated-orcid":true,"given":"Bittu K.","family":"Rajaraman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8127-012X","authenticated-orcid":true,"given":"Eitan","family":"Schechtman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"On behalf of ALBA Network Gender & Sexual Diversity Working Group","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2025,5,28]]},"reference":[{"issue":"3","key":"pcbi.1013091.ref001","article-title":"Systemic inequalities for LGBTQ professionals in STEM","volume":"7","author":"EA Cech","year":"2021","journal-title":"Sci Adv"},{"issue":"3","key":"pcbi.1013091.ref002","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0263728","article-title":"Nondisclosure of queer identities is associated with reduced scholarly publication rates","volume":"17","author":"J Nelson","year":"2022","journal-title":"PLoS One"},{"issue":"1","key":"pcbi.1013091.ref003","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/00918369.2015.1078632","article-title":"Queer in STEM: workplace experiences reported in a National Survey of LGBTQA individuals in science, technology, engineering, and mathematics careers","volume":"63","author":"JB Yoder","year":"2016","journal-title":"J Homosex"},{"key":"pcbi.1013091.ref004","first-page":"1","article-title":"Workplace experiences of LGBTQIA trainees, staff, and faculty in academic psychology, psychiatry, and neuroscience departments","author":"D Pagliaccio","year":"2024","journal-title":"Psychol Sex"},{"key":"pcbi.1013091.ref005","doi-asserted-by":"crossref","unstructured":"Alexander N, Knutson D, Lynch L, Spellman M, Rivera M, Morrow L. 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