<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "http://dtd.nlm.nih.gov/publishing/2.0/journalpublishing.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="2.0">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JDERM</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Dermatol</journal-id>
      <journal-title>JMIR Dermatology</journal-title>
      <issn pub-type="epub">2562-0959</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">v4i2e32105</article-id>
      <article-id pub-id-type="pmid">37632856</article-id>
      <article-id pub-id-type="doi">10.2196/32105</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Letter</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Research Letter</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Assessment and Evaluation of Social Engagement in Dermatology Residency Programs on Instagram: Cross-sectional Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Dellavalle</surname>
            <given-names>Robert</given-names>
          </name>
        </contrib>
        <contrib contrib-type="editor">
          <name>
            <surname>Sivesind</surname>
            <given-names>Torunn</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Gu</surname>
            <given-names>Alex</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Quan</surname>
            <given-names>Theodore</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Wei</surname>
            <given-names>Chapman</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Medicine</institution>
            <institution>Staten Island University Hospital</institution>
            <addr-line>475 Seaview Avenue</addr-line>
            <addr-line>Staten Island, NY, 10305</addr-line>
            <country>United States</country>
            <phone>1 7182268855</phone>
            <email>chapman.wei@gmail.com</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-2004-5412</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author" equal-contrib="yes">
          <name name-style="western">
            <surname>Bernstein</surname>
            <given-names>Sophie</given-names>
          </name>
          <degrees>BA</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-6694-9620</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Adusumilli</surname>
            <given-names>Nagasai</given-names>
          </name>
          <degrees>MBA</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-4782-2960</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Marchitto</surname>
            <given-names>Mark</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-9136-1463</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Chen</surname>
            <given-names>Frank</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff5" ref-type="aff">5</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-0891-3982</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Rajpara</surname>
            <given-names>Anand</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff6" ref-type="aff">6</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-4075-6676</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Medicine</institution>
        <institution>Staten Island University Hospital</institution>
        <addr-line>Staten Island, NY</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>University of Missouri-Kansas City School of Medicine</institution>
        <addr-line>Kansas City, MO</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Department of Dermatology</institution>
        <institution>The George Washington School of Medicine and Health Sciences</institution>
        <addr-line>Washington, DC</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Department of Dermatology</institution>
        <institution>Johns Hopkins University School of Medicine</institution>
        <addr-line>Baltimore, MD</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff5">
        <label>5</label>
        <institution>Department of Anesthesiology and Critical Care Medicine</institution>
        <institution>Perelman School of Medicine</institution>
        <institution>University of Pennsylvania</institution>
        <addr-line>Philadelphia, NY</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff6">
        <label>6</label>
        <institution>Division of Dermatology</institution>
        <institution>University of Kansas Medical Center</institution>
        <addr-line>Kansas City, KS</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Chapman Wei <email>chapman.wei@gmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <season>Jul-Dec</season>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>26</day>
        <month>8</month>
        <year>2021</year>
      </pub-date>
      <volume>4</volume>
      <issue>2</issue>
      <elocation-id>e32105</elocation-id>
      <history>
        <date date-type="received">
          <day>14</day>
          <month>7</month>
          <year>2021</year>
        </date>
        <date date-type="rev-request">
          <day>24</day>
          <month>7</month>
          <year>2021</year>
        </date>
        <date date-type="rev-recd">
          <day>28</day>
          <month>7</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>28</day>
          <month>7</month>
          <year>2021</year>
        </date>
      </history>
      <copyright-statement>©Chapman Wei, Sophie Bernstein, Nagasai Adusumilli, Mark Marchitto, Frank Chen, Anand Rajpara. Originally published in JMIR Dermatology (http://derma.jmir.org), 26.08.2021.</copyright-statement>
      <copyright-year>2021</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 (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Dermatology Research, is properly cited. The complete bibliographic information, a link to the original publication on http://derma.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://derma.jmir.org/2021/2/e32105" xlink:type="simple"/>
      <kwd-group>
        <kwd>Instagram</kwd>
        <kwd>social media</kwd>
        <kwd>dermatology residency</kwd>
        <kwd>Instagram engagement score</kwd>
        <kwd>residency recruitment</kwd>
        <kwd>medical education</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <p>The majority of dermatology residency applicants could not complete away rotations or in-person interviews during the 2021 match cycle due to the COVID-19 pandemic [<xref ref-type="bibr" rid="ref1">1</xref>]. Without these traditional in-person experiences, applicants needed new ways to get to know one another and learn about programs. Thus, many programs created or enhanced their social media accounts, specifically Instagram, providing an avenue for students to learn about their specific program [<xref ref-type="bibr" rid="ref2">2</xref>]. By utilizing Instagram, students can be updated on departmental information and the program’s overall culture. In a survey study by Steel et al [<xref ref-type="bibr" rid="ref3">3</xref>], 73% of respondents followed a plastics surgery residency social media account, with 86% using Instagram.</p>
    <p>The Instagram engagement score (IES) is a tool that quantifies an Instagram account’s engagement [<xref ref-type="bibr" rid="ref4">4</xref>]. It is the rate of the total number of likes and comments per the number of followers [<xref ref-type="bibr" rid="ref4">4</xref>]. This study assessed the factors that influence the total follower count and IES of dermatology residency programs’ Instagram accounts.</p>
    <p>Dermatology residency programs accredited by the Accreditation Council of Graduate Medical Education (ACGME) were identified using the ACGME Directory. Dermatology residency programs with Instagram accounts were identified and evaluated on March 6-7, 2021. <xref ref-type="table" rid="table1">Table 1</xref> displays the evaluated variables. Posts were categorized as educational, departmental, academic and professional, social, or other. Univariate and multivariate analyses were performed (<xref ref-type="table" rid="table2">Table 2</xref>). Three authors independently collected data and resolved any discrepancies unanimously.</p>
    <p>Of 145 programs, 78 (53.8%) had Instagram accounts, with 69 (88%) accounts that were active or posted content after November 2020. Other than posts, Instagram Stories Highlights was used most frequently (n=40, 51.3%). Most accounts (n=60) were created in 2020. The average total followers, total accounts following, and IES were 567.4 (SD 289.8), 186.5 (SD 251.1), and 9.06 (SD 3.4), respectively. The University of Miami had the most followers (n=2260) and the University of Kansas had the highest IES (IES=23.76). Program location and affiliation did not affect total followers or IES. Being top 10 on Doximity in terms of reputation (mean 870.9, SD 45.1 vs mean 537.5, SD 286.5; <italic>P</italic>=.003) and utilizing Instagram TV (mean 701.5, SD 429.0 vs mean 524.2, SD 215.9; <italic>P</italic>=.02) significantly increased total followers, but not IES.</p>
    <p>Multivariate regression analyses showed that total accounts following (<italic>P</italic>&#60;.001), account age (<italic>P</italic>&#60;.001), and top 10 status on Doximity (<italic>P</italic>=.01) strongly correlated with a greater number of total followers (<italic>R</italic><sup>2</sup>=0.75) (<xref ref-type="table" rid="table2">Table 2</xref>). Similarly, total followers (<italic>P</italic>&#60;.001) and account age (<italic>P</italic>=.04) were moderately correlated with a greater IES (<italic>R</italic><sup>2</sup>=0.42).</p>
    <p>Instagram is a valuable platform for dermatology residency programs’ self-promotion and recruitment activities following COVID-19. Relative to Twitter and Facebook, Instagram is the ideal social media platform for recruitment because it offers the least amount of negative emotional content while providing positive entertainment, social interaction, and quick information [<xref ref-type="bibr" rid="ref5">5</xref>]. Thus, dermatology residency programs can easily interact with potential applicants through their posts.</p>
    <table-wrap position="float" id="table1">
      <label>Table 1</label>
      <caption>
        <p>Characteristics of dermatology residency programs’ Instagram accounts (N=78).</p>
      </caption>
      <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
        <col width="30"/>
        <col width="770"/>
        <col width="200"/>
        <thead>
          <tr valign="top">
            <td colspan="2">Characteristics</td>
            <td>Value</td>
          </tr>
        </thead>
        <tbody>
          <tr valign="top">
            <td colspan="2">
              <bold>Categorical variables, n (%)</bold>
            </td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Active (posts more recent than November 2020)</td>
            <td>69 (88.5)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Stories Highlights (photos or videos up to 15 seconds in length that are featured on the profile permanently)</td>
            <td>40 (51.3)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Reels (15-30–second videos that can incorporate music or special effects)</td>
            <td>3 (3.8)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram TV (long-form videos up to 60 minutes in length)</td>
            <td>19 (24.4)</td>
          </tr>
          <tr valign="top">
            <td colspan="2">
              <bold>Location, n (%)</bold>
            </td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>East North Central (IL, IN, MI, OH, WI)</td>
            <td>17 (21.8)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>East South Central (AL, KY, MS, TN)</td>
            <td>4 (5.1)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Mid-Atlantic (NJ, NY, PA)</td>
            <td>9 (11.5)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Mountain (AZ, CO, ID, MT, NM, NV, UT, WY)</td>
            <td>2 (2.6)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>New England (CT, MA, ME, NH, RI, VT)</td>
            <td>6 (7.7)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Pacific (AK, CA, HI, OR, WA)</td>
            <td>8 (10.3)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>South Atlantic (DC, DE, FL, GA, MD, NC, SC, VA, WV)</td>
            <td>17 (21.8)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>West North Central (IA, KS, MN, MO, ND, NE, SD)</td>
            <td>8 (10.3)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>West South Central (AR, LA, OK, TX)</td>
            <td>7 (9.0)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Territory (PR)</td>
            <td>0 (0)</td>
          </tr>
          <tr valign="top">
            <td colspan="2">
              <bold>Program affiliation, n (%)</bold>
            </td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Community</td>
            <td>3 (3.8)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Community with university affiliation</td>
            <td>10 (12.8)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>University</td>
            <td>65 (83.3)</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Military</td>
            <td>0 (0)</td>
          </tr>
          <tr valign="top">
            <td colspan="2">
              <bold>Continuous variables, mean (SD); range</bold>
            </td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Account age (days) (as of March 07, 2021)</td>
            <td>346.8 (396.7); 6-2471</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total followers<sup>a</sup></td>
            <td>567.4 (289.8); 81-2260</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total accounts following</td>
            <td>186.5 (251.1); 3-2045</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total posts</td>
            <td>51.7 (57.0); 2-263</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Number of education posts</td>
            <td>3.1 (5.5); 0-25</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Number of departmental posts</td>
            <td>29.8 (37.1); 2-191</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Number of academic and professional posts</td>
            <td>7.8 (10.8); 0-50</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Number of social posts</td>
            <td>7.7 (8.6); 0-37</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Number of other posts</td>
            <td>3.2 (5.5); 0-26</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram engagement score</td>
            <td>9.06 (3.4); 2.8-23.8</td>
          </tr>
        </tbody>
      </table>
      <table-wrap-foot>
        <fn id="table1fn1">
          <p><sup>a</sup>Outcome of interest.</p>
        </fn>
      </table-wrap-foot>
    </table-wrap>
    <table-wrap position="float" id="table2">
      <label>Table 2</label>
      <caption>
        <p>Univariate and multivariate linear regression results: total followers or Instagram engagement score gained relative to study variables (<italic>P</italic>&#60;.05 was considered statistically significant).</p>
      </caption>
      <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
        <col width="30"/>
        <col width="490"/>
        <col width="120"/>
        <col width="120"/>
        <col width="120"/>
        <col width="120"/>
        <thead>
          <tr valign="top">
            <td colspan="2">Variable</td>
            <td colspan="2">Univariate</td>
            <td colspan="2">Multivariate</td>
          </tr>
          <tr valign="top">
            <td>
              <sup> </sup>
            </td>
            <td>
              <sup> </sup>
            </td>
            <td><italic>P</italic> value</td>
            <td>
              <italic>R<sup>2</sup></italic>
            </td>
            <td><italic>P</italic> value</td>
            <td>
              <italic>R<sup>2</sup></italic>
            </td>
          </tr>
        </thead>
        <tbody>
          <tr valign="top">
            <td colspan="2">
              <bold>Total followers</bold>
            </td>
            <td> </td>
            <td> </td>
            <td> </td>
            <td>0.749</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Account age</td>
            <td>&#60;.001</td>
            <td>0.208</td>
            <td>.01</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total accounts following</td>
            <td>.002</td>
            <td>0.120</td>
            <td>&#60;.001</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total posts</td>
            <td>&#60;.001</td>
            <td>0.366</td>
            <td>.87</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Educational posts</td>
            <td>.06</td>
            <td>0.044</td>
            <td>.86</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Departmental posts</td>
            <td>&#60;.001</td>
            <td>0.430</td>
            <td>.90</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Academic posts</td>
            <td>&#60;.001</td>
            <td>0.239</td>
            <td>.86</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Social posts</td>
            <td>.03</td>
            <td>0.060</td>
            <td>.86</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Other posts</td>
            <td>.01</td>
            <td>0.084</td>
            <td>.77</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Active (posts more recent than November 2020)</td>
            <td>.08</td>
            <td>N/A</td>
            <td>.68</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Stories Highlights</td>
            <td>.14</td>
            <td>N/A</td>
            <td>.66</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Reels</td>
            <td>.64</td>
            <td>N/A</td>
            <td>.79</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram TV</td>
            <td>.02</td>
            <td>N/A</td>
            <td>.35</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Doximity (top 10 reputation-wise)</td>
            <td>.003</td>
            <td>N/A</td>
            <td>.01</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Program location</td>
            <td>.54</td>
            <td>N/A</td>
            <td>.30</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Program affiliation</td>
            <td>.58</td>
            <td>N/A</td>
            <td>.48</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td colspan="2">
              <bold>Instagram engagement score</bold>
            </td>
            <td> </td>
            <td> </td>
            <td> </td>
            <td>0.418</td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Account age</td>
            <td>.44</td>
            <td>0.008</td>
            <td>.04</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total followers</td>
            <td>&#60;.001</td>
            <td>0.258</td>
            <td>&#60;.001</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total accounts following</td>
            <td>.16</td>
            <td>0.026</td>
            <td>.49</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Total posts</td>
            <td>.02</td>
            <td>0.071</td>
            <td>.61</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Educational posts</td>
            <td>.85</td>
            <td>0.000</td>
            <td>.60</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Departmental posts</td>
            <td>.008</td>
            <td>0.089</td>
            <td>.60</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Academic posts</td>
            <td>.07</td>
            <td>0.043</td>
            <td>.61</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Social posts</td>
            <td>.27</td>
            <td>0.016</td>
            <td>.62</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Other posts</td>
            <td>.28</td>
            <td>0.016</td>
            <td>.65</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Active (posts more recent than November 2020)</td>
            <td>.30</td>
            <td>N/A</td>
            <td>.50</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Stories Highlights</td>
            <td>.09</td>
            <td>N/A</td>
            <td>.28</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram Reels</td>
            <td>.90</td>
            <td>N/A</td>
            <td>.55</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Instagram TV</td>
            <td>.51</td>
            <td>N/A</td>
            <td>.12</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Doximity (top 10 reputation-wise)</td>
            <td>.32</td>
            <td>N/A</td>
            <td>.16</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Program location</td>
            <td>.94</td>
            <td>N/A</td>
            <td>.69</td>
            <td> </td>
          </tr>
          <tr valign="top">
            <td> </td>
            <td>Program affiliation</td>
            <td>.35</td>
            <td>N/A</td>
            <td>.83</td>
            <td> </td>
          </tr>
        </tbody>
      </table>
    </table-wrap>
    <p>We found several modifiable factors that may increase a program’s IES. Programs can indirectly increase their IES by following more accounts to increase the chances of likes and comments. In addition, programs should start utilizing tools like Instagram Stories Highlights, Instagram TV, and Instagram Reels.</p>
    <p>This study has several limitations. The data were collected from only one social media platform because Instagram content was associated with more positive emotions compared to Twitter and Facebook, which is essential for marketing and recruitment [<xref ref-type="bibr" rid="ref5">5</xref>]. This study is cross-sectional in design, which means the information presented may change over time.</p>
  </body>
  <back>
    <app-group/>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">IES</term>
          <def>
            <p>Instagram engagement score</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <fn-group>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Kearns</surname>
              <given-names>Donovan G</given-names>
            </name>
            <name name-style="western">
              <surname>Chat</surname>
              <given-names>Vipawee S</given-names>
            </name>
            <name name-style="western">
              <surname>Uppal</surname>
              <given-names>Shelley</given-names>
            </name>
            <name name-style="western">
              <surname>Wu</surname>
              <given-names>Jashin J</given-names>
            </name>
          </person-group>
          <article-title>Applying to dermatology residency during the COVID-19 pandemic</article-title>
          <source>J Am Acad Dermatol</source>
          <year>2020</year>
          <month>10</month>
          <volume>83</volume>
          <issue>4</issue>
          <fpage>1214</fpage>
          <lpage>1215</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32652192"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.jaad.2020.07.011</pub-id>
          <pub-id pub-id-type="medline">32652192</pub-id>
          <pub-id pub-id-type="pii">S0190-9622(20)32175-7</pub-id>
          <pub-id pub-id-type="pmcid">PMC7345366</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Schwartzman</surname>
              <given-names>Gabrielle</given-names>
            </name>
            <name name-style="western">
              <surname>Qureshi</surname>
              <given-names>Azam</given-names>
            </name>
            <name name-style="western">
              <surname>Friedman</surname>
              <given-names>Adam J</given-names>
            </name>
          </person-group>
          <article-title>Utilization of Instagram by dermatology residency programs in the era of COVID-19</article-title>
          <source>J Am Acad Dermatol</source>
          <year>2021</year>
          <month>07</month>
          <volume>85</volume>
          <issue>1</issue>
          <fpage>204</fpage>
          <lpage>206</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/33811936"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.jaad.2021.03.078</pub-id>
          <pub-id pub-id-type="medline">33811936</pub-id>
          <pub-id pub-id-type="pii">S0190-9622(21)00638-1</pub-id>
          <pub-id pub-id-type="pmcid">PMC8012161</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Steele</surname>
              <given-names>TN</given-names>
            </name>
            <name name-style="western">
              <surname>Galarza-Paez</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Aguilo-Seara</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>David</surname>
              <given-names>Lisa R</given-names>
            </name>
          </person-group>
          <article-title>Social media impact in the Match: A survey of current trends in the United States</article-title>
          <source>Arch Plast Surg</source>
          <year>2021</year>
          <month>01</month>
          <volume>48</volume>
          <issue>1</issue>
          <fpage>107</fpage>
          <lpage>113</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://e-aps.org/journal/view.php?doi=10.5999/aps.2020.00836"/>
          </comment>
          <pub-id pub-id-type="doi">10.5999/aps.2020.00836</pub-id>
          <pub-id pub-id-type="medline">33503753</pub-id>
          <pub-id pub-id-type="pii">aps.2020.00836</pub-id>
          <pub-id pub-id-type="pmcid">PMC7861983</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Roach</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Instagram Engagement: What It Is And How To Improve It</article-title>
          <source>Oberlo</source>
          <year>2020</year>
          <access-date>2021-03-07</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.oberlo.com/blog/instagram-engagement-improve">https://www.oberlo.com/blog/instagram-engagement-improve</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Voorveld</surname>
              <given-names>HAM</given-names>
            </name>
            <name name-style="western">
              <surname>van Noort</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Muntinga</surname>
              <given-names>DG</given-names>
            </name>
            <name name-style="western">
              <surname>Bronner</surname>
              <given-names>F</given-names>
            </name>
          </person-group>
          <article-title>Engagement with Social Media and Social Media Advertising: The Differentiating Role of Platform Type</article-title>
          <source>Journal of Advertising</source>
          <year>2018</year>
          <month>02</month>
          <day>13</day>
          <volume>47</volume>
          <issue>1</issue>
          <fpage>38</fpage>
          <lpage>54</lpage>
          <pub-id pub-id-type="doi">10.1080/00913367.2017.1405754</pub-id>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
