<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="letter"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Cardio</journal-id><journal-id journal-id-type="publisher-id">cardio</journal-id><journal-id journal-id-type="index">26</journal-id><journal-title>JMIR Cardio</journal-title><abbrev-journal-title>JMIR Cardio</abbrev-journal-title><issn pub-type="epub">2561-1011</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v9i1e66308</article-id><article-id pub-id-type="doi">10.2196/66308</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Letter</subject></subj-group></article-categories><title-group><article-title>Gender Differences in X (Formerly Twitter) Use, Influence, and Engagement Among Cardiologists From the Top U.S. News Best Hospitals</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Seok</surname><given-names>Minji</given-names></name><degrees>MD</degrees><xref ref-type="aff" rid="aff1">1</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Kim</surname><given-names>Sungjin</given-names></name><degrees>MS</degrees><xref ref-type="aff" rid="aff2">2</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Tzou</surname><given-names>Harper</given-names></name><xref ref-type="aff" rid="aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Peony</surname><given-names>Olivia</given-names></name><xref ref-type="aff" rid="aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Kamrava</surname><given-names>Mitchell</given-names></name><degrees>MSc, MD</degrees><xref ref-type="aff" rid="aff3">3</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Nikolova</surname><given-names>Andriana P</given-names></name><degrees>MD, PhD</degrees><xref ref-type="aff" rid="aff4">4</xref></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Atkins</surname><given-names>Katelyn M</given-names></name><degrees>MD, PhD</degrees><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="aff" rid="aff4">4</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Medicine, Cedars-Sinai Medical Center</institution><addr-line>Los Angeles</addr-line><addr-line>CA</addr-line><country>United States</country></aff><aff id="aff2"><institution>Biostatistics Research Center, Cedars-Sinai Medical Center</institution><addr-line>Los Angeles</addr-line><addr-line>CA</addr-line><country>United States</country></aff><aff id="aff3"><institution>Department of Radiation Oncology, Cedars-Sinai Medical Center</institution><addr-line>8700 Beverly Blvd AC1019</addr-line><addr-line>Los Angeles</addr-line><addr-line>CA</addr-line><country>United States</country></aff><aff id="aff4"><institution>Department of Cardiology, Cedars-Sinai Medical Center</institution><addr-line>Los Angeles</addr-line><addr-line>CA</addr-line><country>United States</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Coristine</surname><given-names>Andrew</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Volgman</surname><given-names>Annabelle</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Kedan</surname><given-names>Ilan</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Katelyn M Atkins, MD, PhD, Department of Radiation Oncology, Cedars-Sinai Medical Center, 8700 Beverly Blvd AC1019, Los Angeles, CA, 90048, United States, 1 310-423-2178, 1 310-659-3332; <email>Katelyn.Atkins@cshs.org</email></corresp></author-notes><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>4</day><month>6</month><year>2025</year></pub-date><volume>9</volume><elocation-id>e66308</elocation-id><history><date date-type="received"><day>09</day><month>09</month><year>2024</year></date><date date-type="rev-recd"><day>02</day><month>04</month><year>2025</year></date><date date-type="accepted"><day>14</day><month>04</month><year>2025</year></date></history><copyright-statement>&#x00A9; Sungjin Kim, Harper Tzou, Olivia Peony, Mitchell Kamrava, Andriana P Nikolova, Katelyn M Atkins. Originally published in JMIR Cardio (<ext-link ext-link-type="uri" xlink:href="https://cardio.jmir.org">https://cardio.jmir.org</ext-link>), 4.6.2025. </copyright-statement><copyright-year>2025</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Cardio, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://cardio.jmir.org">https://cardio.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://cardio.jmir.org/2025/1/e66308"/><kwd-group><kwd>social media</kwd><kwd>women in medicine</kwd><kwd>health communication</kwd><kwd>technology</kwd><kwd>Twitter</kwd><kwd>cardiologist</kwd><kwd>cardiology</kwd><kwd>US</kwd><kwd>United States</kwd><kwd>heart</kwd><kwd>vascular surgery</kwd><kwd>adult</kwd><kwd>women</kwd><kwd>female</kwd><kwd>medicine</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Women in medicine face significant barriers to compensation, career advancement, and research support, even when controlling for specialty, age, and/or clinical experience [<xref ref-type="bibr" rid="ref1">1</xref>]. These barriers are especially pronounced in cardiology, where women comprise only 15% of practicing cardiologists and are less likely to be clinical trial leaders or present late-breaking trials at major cardiovascular conferences [<xref ref-type="bibr" rid="ref2">2</xref>-<xref ref-type="bibr" rid="ref4">4</xref>]. Social media platforms, such as X (formerly Twitter), can foster collaboration, mentorship, and promotion of research [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>]. However, studies examining X&#x2019;s impact on existing gender gaps are limited. In this study, we aimed to analyze differences between X users and non&#x2013;X users and differences in X use by gender among adult cardiologists.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Ethical Considerations</title><p>This cross-sectional study was exempt from ethical approval by the Cedars-Sinai institutional review board due to the use of publicly available data.</p></sec><sec id="s2-2"><title>Study Design</title><p>The top 20 U.S. News Best Hospitals for cardiology, heart surgery, and vascular surgery were identified from the 2023 ranking (<xref ref-type="table" rid="table1">Table 1</xref>) [<xref ref-type="bibr" rid="ref7">7</xref>]. Available physician website profiles of fellowship-trained adult medicine cardiologists were manually reviewed by 3 investigators (MS, HT, and OP) for inclusion, and demographic information was collected (eg, academic appointment, apparent gender, and medical school and fellowship graduation years). Physicians were evaluated for the presence of an X account, and public data were manually collected between December 8, 2023, and May 9, 2024. Differences between non&#x2013;X users and X users and between women and men X users were compared, using Wilcoxon rank-sum tests for continuous variables and chi-square or Fisher exact tests for categorical variables as appropriate.</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Top 20 U.S. News Best Hospitals for cardiology, heart surgery, and vascular surgery (2023 ranking).</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Institution name</td><td align="left" valign="bottom">State</td><td align="left" valign="bottom">Total physicians (N=2022), n (%)</td><td align="left" valign="bottom">Physicians on X (n=753), n (%)</td></tr></thead><tbody><tr><td align="left" valign="top">Brigham and Womens</td><td align="left" valign="top">Massachusetts</td><td align="left" valign="top">143 (7.07)</td><td align="left" valign="top">73 (9.69)</td></tr><tr><td align="left" valign="top">Cedars Sinai</td><td align="left" valign="top">California</td><td align="left" valign="top">56 (2.77)</td><td align="left" valign="top">22 (2.92)</td></tr><tr><td align="left" valign="top">Cleveland Clinic</td><td align="left" valign="top">Florida and Ohio</td><td align="left" valign="top">126 (6.23)</td><td align="left" valign="top">51 (6.77)</td></tr><tr><td align="left" valign="top">Johns Hopkins</td><td align="left" valign="top">Maryland</td><td align="left" valign="top">102 (5.04)</td><td align="left" valign="top">35 (4.65)</td></tr><tr><td align="left" valign="top">Houston Methodist</td><td align="left" valign="top">Texas</td><td align="left" valign="top">64 (3.17)</td><td align="left" valign="top">33 (4.38)</td></tr><tr><td align="left" valign="top">Lenox Hill at Northwell</td><td align="left" valign="top">New York</td><td align="left" valign="top">117 (5.79)</td><td align="left" valign="top">27 (3.59)</td></tr><tr><td align="left" valign="top">Massachusetts General</td><td align="left" valign="top">Massachusetts</td><td align="left" valign="top">100 (4.95)</td><td align="left" valign="top">57 (7.57)</td></tr><tr><td align="left" valign="top">Mayo Clinic Rochester</td><td align="left" valign="top">Minnesota</td><td align="left" valign="top">156 (7.72)</td><td align="left" valign="top">68 (9.03)</td></tr><tr><td align="left" valign="top">Mount Sinai</td><td align="left" valign="top">Florida, New Jersey, and New York</td><td align="left" valign="top">201 (9.94)</td><td align="left" valign="top">64 (8.50)</td></tr><tr><td align="left" valign="top">NewYork-Presbyterian Hospital Columbia and Cornell</td><td align="left" valign="top">New York</td><td align="left" valign="top">54 (2.67)</td><td align="left" valign="top">15 (1.99)</td></tr><tr><td align="left" valign="top">NYU Langone Hospitals</td><td align="left" valign="top">New York</td><td align="left" valign="top">164 (8.11)</td><td align="left" valign="top">20 (2.66)</td></tr><tr><td align="left" valign="top">Northwell Northshore</td><td align="left" valign="top">New York</td><td align="left" valign="top">93 (4.60)</td><td align="left" valign="top">15 (1.99)</td></tr><tr><td align="left" valign="top">Northwestern</td><td align="left" valign="top">Illinois</td><td align="left" valign="top">112 (5.54)</td><td align="left" valign="top">47 (6.24)</td></tr><tr><td align="left" valign="top">Rush University</td><td align="left" valign="top">Illinois</td><td align="left" valign="top">44 (2.18)</td><td align="left" valign="top">22 (2.92)</td></tr><tr><td align="left" valign="top">Stanford Hospital</td><td align="left" valign="top">California</td><td align="left" valign="top">88 (4.35)</td><td align="left" valign="top">45 (5.98)</td></tr><tr><td align="left" valign="top">Texas Heart Institute at Baylor</td><td align="left" valign="top">Texas</td><td align="left" valign="top">14 (0.69)</td><td align="left" valign="top">5 (0.66)</td></tr><tr><td align="left" valign="top">University of California, Los Angeles</td><td align="left" valign="top">California</td><td align="left" valign="top">76 (3.76)</td><td align="left" valign="top">29 (3.85)</td></tr><tr><td align="left" valign="top">UT Southwestern</td><td align="left" valign="top">Texas</td><td align="left" valign="top">77 (3.81)</td><td align="left" valign="top">38 (5.05)</td></tr><tr><td align="left" valign="top">University of Pennsylvania</td><td align="left" valign="top">Pennsylvania</td><td align="left" valign="top">134 (6.63)</td><td align="left" valign="top">58 (7.70)</td></tr><tr><td align="left" valign="top">Vanderbilt</td><td align="left" valign="top">Tennessee</td><td align="left" valign="top">101 (5.00)</td><td align="left" valign="top">29 (3.85)</td></tr></tbody></table></table-wrap></sec></sec><sec id="s3" sec-type="results"><title>Results</title><p>In total, 2022 cardiology physician profiles were analyzed; 37.61% (n=753) were on X, and 63.39% (n=1269) were not on X. Compared to nonusers, X users had a higher proportion of women (240/753, 31.87% vs 269/1269, 21.20%), higher academic faculty appointments, and a greater number of advanced degrees (all <italic>P</italic>&#x003C;.001). Women and men X users had similar total practice durations (counted from fellowship training completion until 2024; median 10, IQR 1-45 y vs median 12, IQR 1-48 y; <italic>P</italic>=.14), but women&#x2019;s practice durations since joining X were significantly lower (median 6.4, IQR 5-11 y vs median 7.8, IQR 5-10 y; <italic>P</italic>&#x003C;.001). After adjusting for the number of years on X, women and men showed similar numbers of followers (median 71.46, IQR 24.8&#x2010;180.84 vs median 78.05, IQR 24.96&#x2010;197.33 per year on X; <italic>P</italic>=.68) and posts (median 29.1, IQR 5.06&#x2010;102.47 vs median 28.04, IQR 5.22&#x2010;111.15 per year on X; <italic>P</italic>=.98), but women had higher levels of self-engagement (number of users followed: median 42.11, IQR 16.8&#x2010;84.77 vs median 31.9, IQR 11.48&#x2010;70.4 per year on X; <italic>P</italic>=.02; number of liked posts: median 112.52, IQR 16.58&#x2010;430.1 vs median 64.49, IQR 6.94&#x2010;318.98 per year on X; <italic>P</italic>=.02; <xref ref-type="table" rid="table2">Table 2</xref>). Per a thematic analysis of biographical text, women were more likely than men to mention being a parent (48/239, 20.08% vs 64/513, 12.48%; <italic>P</italic>=.006), but there was no significant difference in mentions of jobs (<italic>P</italic>=.36) or hobbies (<italic>P=</italic>.89; <xref ref-type="table" rid="table2">Table 2</xref>).</p><table-wrap id="t2" position="float"><label>Table 2.</label><caption><p>Characteristics and demographics of top hospital cardiologists on X, stratified by gender.</p></caption><table id="table2" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Variable</td><td align="left" valign="bottom">Not on X (n=1269)</td><td align="left" valign="bottom">On X (n=753)</td><td align="left" valign="bottom"><italic>P</italic> value<sup><xref ref-type="table-fn" rid="table2fn1">a</xref></sup></td><td align="left" valign="bottom">Men on X (n=513)</td><td align="left" valign="bottom">Women on X (n=240)</td><td align="left" valign="bottom"><italic>P</italic> value<sup><xref ref-type="table-fn" rid="table2fn2">b</xref></sup></td></tr></thead><tbody><tr><td align="left" valign="top" colspan="3">Geographic region, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.72</td></tr><tr><td align="left" valign="top">&#x2003;Northeast</td><td align="left" valign="top">741 (58.39)</td><td align="left" valign="top">364 (48.34)</td><td align="left" valign="top"/><td align="left" valign="top">245 (47.76)</td><td align="left" valign="top">119 (49.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Midwest</td><td align="left" valign="top">249 (19.62)</td><td align="left" valign="top">187 (24.83)</td><td align="left" valign="top"/><td align="left" valign="top">130 (25.34)</td><td align="left" valign="top">57 (23.75)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;South</td><td align="left" valign="top">155 (12.21)</td><td align="left" valign="top">106 (14.08)</td><td align="left" valign="top"/><td align="left" valign="top">69 (13.45)</td><td align="left" valign="top">37 (15.42)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;West</td><td align="left" valign="top">124 (9.77)</td><td align="left" valign="top">96 (12.75)</td><td align="left" valign="top"/><td align="left" valign="top">69 (13.45)</td><td align="left" valign="top">27 (11.25)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3">Gender, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">&#x2014;<sup><xref ref-type="table-fn" rid="table2fn4">d</xref></sup></td></tr><tr><td align="left" valign="top">&#x2003;Men</td><td align="left" valign="top">1000 (78.8)</td><td align="left" valign="top">513 (68.13)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Women</td><td align="left" valign="top">269 (21.20)</td><td align="left" valign="top">240 (31.87)</td><td align="left" valign="top"/><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3">Faculty type, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">.06</td></tr><tr><td align="left" valign="top">&#x2003;Not explicitly listed</td><td align="left" valign="top">347 (27.34)</td><td align="left" valign="top">191 (25.37)</td><td align="left" valign="top"/><td align="left" valign="top">135 (26.32)</td><td align="left" valign="top">56 (23.33)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Instructor/clinician</td><td align="left" valign="top">97 (7.64)</td><td align="left" valign="top">39 (5.18)</td><td align="left" valign="top"/><td align="left" valign="top">21 (4.09)</td><td align="left" valign="top">18 (7.5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Assistant</td><td align="left" valign="top">441 (34.75)</td><td align="left" valign="top">227 (30.15)</td><td align="left" valign="top"/><td align="left" valign="top">149 (29.04)</td><td align="left" valign="top">78 (32.5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Associate</td><td align="left" valign="top">208 (16.39)</td><td align="left" valign="top">153 (20.32)</td><td align="left" valign="top"/><td align="left" valign="top">100 (19.49)</td><td align="left" valign="top">53 (22.08)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Professor</td><td align="left" valign="top">176 (13.87)</td><td align="left" valign="top">143 (18.99)</td><td align="left" valign="top"/><td align="left" valign="top">108 (21.05)</td><td align="left" valign="top">35 (14.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3">Number of leadership titles, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">.11</td></tr><tr><td align="left" valign="top">&#x2003;0</td><td align="left" valign="top">840 (66.19)</td><td align="left" valign="top">360 (47.81)</td><td align="left" valign="top"/><td align="left" valign="top">239 (46.59)</td><td align="left" valign="top">121 (50.42)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;1</td><td align="left" valign="top">306 (24.11)</td><td align="left" valign="top">241 (32.01)</td><td align="left" valign="top"/><td align="left" valign="top">159 (30.99)</td><td align="left" valign="top">82 (34.17)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;2</td><td align="left" valign="top">95 (7.49)</td><td align="left" valign="top">111 (14.74)</td><td align="left" valign="top"/><td align="left" valign="top">85 (16.57)</td><td align="left" valign="top">26 (10.83)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2265;3</td><td align="left" valign="top">28 (2.21)</td><td align="left" valign="top">41 (5.44)</td><td align="left" valign="top"/><td align="left" valign="top">30 (5.85)</td><td align="left" valign="top">11 (4.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3">Subspecialty, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">&#x2003;General</td><td align="left" valign="top">552 (43.53)</td><td align="left" valign="top">213 (28.29)</td><td align="left" valign="top"/><td align="left" valign="top">133 (25.93)</td><td align="left" valign="top">80 (33.33)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Interventional</td><td align="left" valign="top">226 (17.82)</td><td align="left" valign="top">112 (14.87)</td><td align="left" valign="top"/><td align="left" valign="top">90 (17.54)</td><td align="left" valign="top">22 (9.17)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Imaging</td><td align="left" valign="top">193 (15.22)</td><td align="left" valign="top">121 (16.07)</td><td align="left" valign="top"/><td align="left" valign="top">68 (13.26)</td><td align="left" valign="top">53 (22.08)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Congenital</td><td align="left" valign="top">31 (2.44)</td><td align="left" valign="top">24 (3.19)</td><td align="left" valign="top"/><td align="left" valign="top">12 (2.34)</td><td align="left" valign="top">12 (5)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Heart failure</td><td align="left" valign="top">91 (7.18)</td><td align="left" valign="top">121 (16.07)</td><td align="left" valign="top"/><td align="left" valign="top">78 (15.2)</td><td align="left" valign="top">43 (17.92)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Electrophysiology</td><td align="left" valign="top">138 (10.88)</td><td align="left" valign="top">95 (12.62)</td><td align="left" valign="top"/><td align="left" valign="top">84 (16.37)</td><td align="left" valign="top">11 (4.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Other</td><td align="left" valign="top">37 (2.92)</td><td align="left" valign="top">67 (8.9)</td><td align="left" valign="top"/><td align="left" valign="top">48 (9.36)</td><td align="left" valign="top">19 (7.92)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="7">Dual degree, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td></tr><tr><td align="left" valign="top" colspan="3">&#x2003;PhD</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.34</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No</td><td align="left" valign="top">1183 (93.22)</td><td align="left" valign="top">662 (87.92)</td><td align="left" valign="top"/><td align="left" valign="top">447 (87.13)</td><td align="left" valign="top">215 (89.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Yes</td><td align="left" valign="top">86 (6.78)</td><td align="left" valign="top">91 (12.08)</td><td align="left" valign="top"/><td align="left" valign="top">66 (12.87)</td><td align="left" valign="top">25 (10.42)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>MS</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.71</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No</td><td align="left" valign="top">1220 (96.14)</td><td align="left" valign="top">679 (90.17)</td><td align="left" valign="top"/><td align="left" valign="top">464 (90.45)</td><td align="left" valign="top">215 (89.58)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Yes</td><td align="left" valign="top">49 (3.86)</td><td align="left" valign="top">74 (9.83)</td><td align="left" valign="top"/><td align="left" valign="top">49 (9.55)</td><td align="left" valign="top">25 (10.42)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>MPH</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">.55</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No</td><td align="left" valign="top">1226 (96.61)</td><td align="left" valign="top">680 (90.31)</td><td align="left" valign="top"/><td align="left" valign="top">461 (89.86)</td><td align="left" valign="top">219 (91.25)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Yes</td><td align="left" valign="top">43 (3.39)</td><td align="left" valign="top">73 (9.69)</td><td align="left" valign="top"/><td align="left" valign="top">52 (10.14)</td><td align="left" valign="top">21 (8.75)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>MBA</td><td align="left" valign="top">.24</td><td align="left" valign="top"/><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">.76</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No</td><td align="left" valign="top">1255 (98.9)</td><td align="left" valign="top">740 (98.27)</td><td align="left" valign="top"/><td align="left" valign="top">503 (98.05)</td><td align="left" valign="top">237 (98.75)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Yes</td><td align="left" valign="top">14 (1.1)</td><td align="left" valign="top">13 (1.73)</td><td align="left" valign="top"/><td align="left" valign="top">10 (1.95)</td><td align="left" valign="top">3 (1.25)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3">Practice duration (years)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.14</td></tr><tr><td align="left" valign="top">&#x2003;Median (IQR)</td><td align="left" valign="top">21 (12&#x2010;31)</td><td align="left" valign="top">11 (6&#x2010;21)</td><td align="left" valign="top"/><td align="left" valign="top">12 (1&#x2010;48)</td><td align="left" valign="top">10 (1&#x2010;45)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Overall: &#x003C;9; physicians on X: &#x003C;7, n (%<sup><xref ref-type="table-fn" rid="table2fn5">e</xref></sup>)</td><td align="left" valign="top">152 (37.91)</td><td align="left" valign="top">249 (62.09)</td><td align="left" valign="top"/><td align="left" valign="top">117 (68.82)</td><td align="left" valign="top">53 (31.18)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Overall: &#x2265;9 and &#x003C;17; physicians on X: &#x2265;7 and &#x003C;11, n (%<sup><xref ref-type="table-fn" rid="table2fn5">e</xref></sup>)</td><td align="left" valign="top">270 (60.81)</td><td align="left" valign="top">174 (39.19)</td><td align="left" valign="top"/><td align="left" valign="top">153 (63.22)</td><td align="left" valign="top">89 (36.78)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Overall: &#x2265;17 and &#x003C;28; physicians on X: &#x2265;11 and &#x003C;21, n (%<sup><xref ref-type="table-fn" rid="table2fn5">e</xref></sup>)</td><td align="left" valign="top">292 (67.13)</td><td align="left" valign="top">143 (32.87)</td><td align="left" valign="top"/><td align="left" valign="top">123 (69.49)</td><td align="left" valign="top">54 (30.51)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;Overall: &#x2265;28; physicians on X: &#x2265;21, n (%<sup><xref ref-type="table-fn" rid="table2fn5">e</xref></sup>)</td><td align="left" valign="top">359 (80.86)</td><td align="left" valign="top">85 (19.14)</td><td align="left" valign="top"/><td align="left" valign="top">120 (73.17)</td><td align="left" valign="top">44 (26.83)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="7">X use variables (publicly available), median (IQR)</td></tr><tr><td align="left" valign="top">&#x2003;Time on X (years)</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">7.80 (5.30&#x2010;11.34)</td><td align="left" valign="top">6.39 (5.06&#x2010;10.11)</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">&#x2003;Average number of followers per year on X</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">78.05 (24.96&#x2010;197.33)</td><td align="left" valign="top">71.46 (24.8&#x2010;180.84)</td><td align="left" valign="top">.68</td></tr><tr><td align="left" valign="top">&#x2003;Average number of people followed per year on X</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">31.90 (11.48&#x2010;70.40)</td><td align="left" valign="top">42.11 (16.8&#x2010;84.77)</td><td align="left" valign="top">.02</td></tr><tr><td align="left" valign="top">&#x2003;Average number of tweets per year on X</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">28.04 (5.22&#x2010;111.15)</td><td align="left" valign="top">29.10 (5.06&#x2010;102.47)</td><td align="left" valign="top">.98</td></tr><tr><td align="left" valign="top">&#x2003;Average number of media posts per year on X</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">2.27 (0.26&#x2010;10.38)</td><td align="left" valign="top">2.20 (0.26&#x2010;10.78)</td><td align="left" valign="top">.96</td></tr><tr><td align="left" valign="top">&#x2003;Average number of liked posts per year on X</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">64.49 (6.94&#x2010;318.98)</td><td align="left" valign="top">112.52 (16.58&#x2010;430.1)</td><td align="left" valign="top">.02</td></tr><tr><td align="left" valign="top" colspan="7">Thematic content of X biography, n (%<sup><xref ref-type="table-fn" rid="table2fn3">c</xref></sup>)</td></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Job Roles</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.36</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">98 (19.10)</td><td align="left" valign="top">39 (16.32)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">415 (80.90)</td><td align="left" valign="top">200 (83.68)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Specialty</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.48</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">169 (32.94)</td><td align="left" valign="top">85 (35.56)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">344 (67.06)</td><td align="left" valign="top">154 (64.44)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Parent</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.006</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">449 (87.52)</td><td align="left" valign="top">191 (79.92)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">64 (12.48)</td><td align="left" valign="top">48 (20.08)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Spouse</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top"/><td align="left" valign="top">.77</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">467 (91.03)</td><td align="left" valign="top">216 (90.38)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">46 (8.97)</td><td align="left" valign="top">23 (9.62)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Institution</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.56</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">148 (28.85)</td><td align="left" valign="top">64 (26.78)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">365 (71.15)</td><td align="left" valign="top">175 (73.22)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Personal interests</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top"/><td align="left" valign="top">.89</td></tr><tr><td align="left" valign="top">&#x2003;&#x2003;No mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">444 (86.55)</td><td align="left" valign="top">206 (86.19)</td><td align="left" valign="top"/></tr><tr><td align="left" valign="top">&#x2003;&#x2003;Mention</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top">&#x2014;</td><td align="left" valign="top"/><td align="left" valign="top">69 (13.45)</td><td align="left" valign="top">33 (13.81)</td><td align="left" valign="top"/></tr></tbody></table><table-wrap-foot><fn id="table2fn1"><p><sup>a</sup>Not on X versus on X. The <italic>P</italic> values were calculated via Wilcoxon rank-sum tests for continuous and ordinal variables and via chi-square tests or Fisher exact tests for categorical variables, as appropriate.</p></fn><fn id="table2fn2"><p><sup>b</sup>Men on X versus women on X. The <italic>P</italic> values were calculated via Wilcoxon rank-sum tests for continuous and ordinal variables and via chi-square tests or Fisher exact tests for categorical variables, as appropriate.</p></fn><fn id="table2fn3"><p><sup>c</sup>Column %: these percentages were calculated based on the total n values for the columns of this section.</p></fn><fn id="table2fn4"><p><sup>d</sup>Not applicable.</p></fn><fn id="table2fn5"><p><sup>e</sup>Row %: these percentages were calculated based on the total n values for the rows of this section.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><p>In our analysis of U.S. News Best Hospitals cardiologists, the proportion of women on X was higher than the proportion of women non&#x2013;X users. One possible explanation for this is that women cardiologists may be seeking novel opportunities for networking, collaboration, visibility, and/or self-promotion that are not available through traditional channels [<xref ref-type="bibr" rid="ref5">5</xref>]. Additionally, compared to men, women cardiologists had similar time-adjusted follower counts but liked more posts. This is consistent with content language analyses demonstrating higher expected levels of friendliness in women&#x2019;s professional communications, including more frequent use of exclamation points as markers of friendly interaction, which is associated with increased emotional labor [<xref ref-type="bibr" rid="ref8">8</xref>,<xref ref-type="bibr" rid="ref9">9</xref>]. Further, women cardiologists were more likely to mention being a parent, suggesting that women may be more comfortable with highlighting work-life integration factors. This is unsurprising, as women physicians have joined social media groups discussing issues such as parenting, maternity leave, and women leadership in medicine [<xref ref-type="bibr" rid="ref5">5</xref>]. These observations support efforts to better understand motivational differences in social media use and impacts on potential downstream professional benefits.</p><p>Our study has several limitations, including institutional websites being subject to inaccuracy and incompleteness, currently available X data being more limited compared to prior studies, limited physician practice type information, and potential misgendering [<xref ref-type="bibr" rid="ref10">10</xref>]. However, our findings highlight the increased presence of women cardiologists on X, with similar influence to men and higher engagement despite shorter time on X. These findings suggest an inherent desire to engage on social media for professional use, though the motivating factors driving these behavioral differences and their impact on existing gender disparities warrant further study.</p></sec></body><back><notes><sec><title>Data Availability</title><p>The datasets generated or analyzed during this study are available from the corresponding author on reasonable request.</p></sec></notes><fn-group><fn fn-type="con"><p>Conceptualization: KMA, APN, MS</p><p>Data curation: MS, SK, HT, OP</p><p>Formal analysis: MS, SK</p><p>Investigation: MS, SK, HT, OP</p><p>Methodology: KMA, SK, MS, MK</p><p>Project administration: KMA, APN</p><p>Resources: KMA, SK</p><p>Software: SK</p><p>Supervision: KMA, APN</p><p>Validation: KMA, SK</p><p>Visualization: KMA, APN, MK, SK, MS</p><p>Writing &#x2013; original draft: KMA, MS</p><p>Writing &#x2013; review &#x0026; editing: KMA, APN, MS, MK</p></fn><fn fn-type="conflict"><p>KMA reports honoraria from OncLive, outside of the submitted work. 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