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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2023.1226294</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Exposure to, understanding of and interest in interventional radiology among Pakistani medical students: a cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Chattha</surname> <given-names>Muneeb</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Tahir</surname> <given-names>Muhammad Junaid</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Zia</surname> <given-names>Ahmad</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Chattha</surname> <given-names>Maha</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Tariq</surname> <given-names>Waleed</given-names></name><xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Masood</surname> <given-names>Muhammad Faiq</given-names></name><xref rid="aff5" ref-type="aff"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Sani</surname> <given-names>Salman</given-names></name><xref rid="aff6" ref-type="aff"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Yousaf</surname> <given-names>Zohaib</given-names></name><xref rid="aff7" ref-type="aff"><sup>7</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Eljack</surname> <given-names>Mohammed Mahmmoud Fadelallah</given-names></name><xref rid="aff8" ref-type="aff"><sup>8</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Asghar</surname> <given-names>Muhammad Sohaib</given-names></name><xref rid="aff9" ref-type="aff"><sup>9</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1059331/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Medicine, Foundation University Medical College</institution>, <addr-line>Rawalpindi</addr-line>, <country>Pakistan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Radiology, Pakistan Kidney and Liver Institute and Research Center (PKLI &#x0026; RC)</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Radiology, Army Medical College</institution>, <addr-line>Rawalpindi</addr-line>, <country>Pakistan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Medicine, Mayo Hospital</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Surgery, Lahore General Hospital</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Medicine, Jinnah Hospital</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Medicine, Tower Health</institution>, <addr-line>Reading, PA</addr-line>, <country>United States</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Medicine, Faculty of Medicine and Health Sciences, University of Bakht Alruda</institution>, <addr-line>Ad Duwaym</addr-line>, <country>Sudan</country></aff>
<aff id="aff9"><sup>9</sup><institution>Department of Medicine, Mayo Clinic</institution>, <addr-line>Rochester, NY</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Grayson L. Baird, Warren Alpert Medical School, Brown University, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Maria Adriana Cocozza, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Italy; Dushyant Damania, Albert Einstein College of Medicine, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Muhammad Sohaib Asghar, <email>sohaib_asghar123@yahoo.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1226294</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Chattha, Tahir, Zia, Chattha, Tariq, Masood, Sani, Yousaf, Eljack and Asghar.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chattha, Tahir, Zia, Chattha, Tariq, Masood, Sani, Yousaf, Eljack and Asghar</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Medical students need more awareness regarding minimally invasive image-guided procedures carried out by interventional radiological approach. This study analyzed the knowledge and attitudes of medical students regarding interventional radiology (IR) and the factors influencing their decision to choose IR as a specialty in the future.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A cross-sectional, web-based study was conducted among medical students across Pakistan. The data were collected from October 14, 2021, to November 14, 2021. The questionnaire included demographic variables, exposure, interest, and self-reported knowledge of IR, interventions, instruments utilized in IR, and the responsibilities of the interventional radiologist. Variables affecting the possible choice of IR as a future career were analyzed using logistic regression analysis.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The median age was 22&#x2009;years, with a male predominance. 65.5% exhibited an interest in radiology, and 20.2% in IR. The majority, 83.5%, perceived IR. As having good to adequate prospects. Male participants preferred IR more as compared to females. Participants willing to attend IR rotation and had an excellent view of IR as a specialty had higher propensity towards IR as a future career than their counterparts. The majority opted for IR as a better-paying job with lots of intellectual stimulation and career flexibility.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>IR is a demanding specialty with rigorous routines but reasonable monetary compensation. Lack of infrastructure and low numbers of trained specialists limit medical students&#x2019; exposure to IR in developing health economies like Pakistan. Clinical rotations in IR departments would help raise awareness about the field and bridging this gap.</p>
</sec>
</abstract>
<kwd-group>
<kwd>medical specialty</kwd>
<kwd>awareness</kwd>
<kwd>knowledge</kwd>
<kwd>radiology</kwd>
<kwd>future career</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="24"/>
<page-count count="10"/>
<word-count count="5399"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Healthcare Professions Education</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>The need for minimally invasive image-guided interventions has proven its effectiveness across the modern world in terms of better patient outcomes, reduced mortality, morbidity, and length of hospital stay in the United States (US) and European healthcare systems (<xref ref-type="bibr" rid="ref1">1</xref>). It has positively shaped healthcare economics by reducing the cost of care by reinforcing the day case procedures (<xref ref-type="bibr" rid="ref1">1</xref>). The demand for interventional radiology (IR) procedures is surpassing the availability of qualified specialists, particularly in the United States, Europe, and the Middle East (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). This issue also holds true for the Southeast Asian region, where research and advancements in the field are actively progressing (<xref ref-type="bibr" rid="ref3 ref4 ref5">3&#x2013;5</xref>).</p>
<p>IR is an image-guided procedural domain of radiology. It is &#x201C;keyhole surgery with x-ray vision.&#x201D; The vision is achieved by incorporating modalities like ultrasonography, x-rays, and CT scan, resulting in minimally invasive procedures, shorter hospital stays, and fewer complications (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>Due to low awareness levels, IR is a nascent field rarely chosen by medical students in Pakistan. Very few centers are providing formal training in the country (<xref ref-type="bibr" rid="ref7">7</xref>). Lack of infrastructure, lack of knowledge regarding IR, and shortage of existing trained IR specialists are part of the problem. There is also a need for more exposure to IR during medical school (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). The medical students get hands-on experience during general surgery or internal medicine rotation but exposure to radiology in general and IR, in particular, is limited (<xref ref-type="bibr" rid="ref1">1</xref>). There is a lack of role models for students and a general perception that radiologists are antisocial (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Cardiology and vascular surgery involving imaging and catheterization procedures usually get more interest from students (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>IR in Pakistan is in the early phase with few training opportunities. This study aims to assess the exposure, interest, and understanding of various components of IR among medical students in Pakistan.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<sec id="sec7">
<title>Study design, sample size, and data collection</title>
<p>This is a cross-sectional study targeted towards medical students in Pakistan. A minimum sample size of 385 was estimated using the online Raosoft&#x00AE; sample size calculator, using a 95% confidence interval, 50% response distribution, 5% margin of error, and an estimated population size of 20,000 (<xref ref-type="bibr" rid="ref12">12</xref>). The online Google forms&#x00AE; were used for collection of data. The questionnaire link was sent to respondents via emails and multiple social media platforms like Messenger&#x00AE;, and WhatsApp&#x00AE;. Participants were allowed 1&#x2009;month (October 14, 2021, to November 14, 2021) to submit electronic responses, with reminders sent before the closing date. Medical students from multiple public and private sector medical institutes from all over Pakistan were approached. Electronically informed consent was received from each participant before initiating the survey and respondents could withdraw from the survey at any moment before submitting the response. The research was carried out in compliance with the Helsinki Declaration.</p>
</sec>
<sec id="sec8">
<title>Questionnaire development</title>
<p>After an extensive literature review, the questionnaire was drafted in English (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). For professional insight on relevance, researchers and radiologists reviewed the draft. The final draft had 20 questions assessing the knowledge, interest, and exposure to IR. The demographic information included age, gender, and information about the medical college as a sector (public or private), location of the college, and year of study. Also, the questionnaire included information about future choice of medical career, either clinical or non-clinical medicine, self-reported knowledge of radiology in comparison to other medical specialties as excellent, good, fair, or poor, and choice of diagnostic radiology, IR, or any other medical specialty as a profession and experiencing an elective or mandatory IR rotation (<xref ref-type="bibr" rid="ref2">2</xref>).</p>
<p>The following sections had questions about exposure to IR as the presence of the IR department in the institute, mandatory or elective IR rotation and duration of it, and factors to increase the exposure to IR and knowledge of participants about the procedures performed by interventional radiologists and the tools being employed (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). Further, factors contributing to the choice of medical specialty and radiology as a career, the responsibilities of an interventional radiologist, and the prospects of IR were asked (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref13">13</xref>).</p>
</sec>
<sec id="sec9">
<title>Data analysis</title>
<p>A descriptive analysis was conducted on collected data using Statistical Package for Social Sciences (SPSS) version 22.0 (IBM). Continuous variables were quantified as means and standard deviations, while categorical data were expressed using frequencies and percentages. The univariate analysis was used to analyze the association between dependent and independent variables. The potential factors influencing specialty selection were analyzed using the logistic regression model with a 95% confidence interval (95% CI), and a <italic>p</italic>-value&#x2009;&#x003C;&#x2009;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<title>Results</title>
<sec id="sec11">
<title>Demographics</title>
<p>A total of 570 responses were received with a response rate of 88% and a median age of 22&#x2009;years, 60.7% were male, 58.1% were from a public institution, and 33.9% were from the 5<sup>th</sup> year of medical school. 94.4% (538) opted for a future in the clinical specialty, of which 65.5% (373) chose radiology, with 28.8% (104) and 20.2% (115) preferred diagnostic radiology and IR, respectively. 59.6% (340) had poor to fair self-reported knowledge of radiology, and 83.5% (476) participants perceived IR with adequate to excellent prospects. 37.2% (212) of the respondent&#x2019;s institutes did not have an IR department, and only 43.5% (248) of participants&#x2019; institutes had mandatory IR rotation, out of which 31% (177) had less than a 4-week rotation (<xref rid="tab1" ref-type="table">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Baseline and demographic characteristics of the study participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Descriptive</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Total</td>
<td align="center" valign="top">570 (100%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Age</td>
</tr>
<tr>
<td align="left" valign="middle">Median (IQR)</td>
<td align="center" valign="middle">22.0 (21.0&#x2013;24.0)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Gender</td>
</tr>
<tr>
<td align="left" valign="middle">Male</td>
<td align="center" valign="middle">346 (60.7%)</td>
</tr>
<tr>
<td align="left" valign="middle">Female</td>
<td align="center" valign="middle">224 (39.3%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Institution sector</td>
</tr>
<tr>
<td align="left" valign="middle">Public</td>
<td align="center" valign="middle">331 (58.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">Private</td>
<td align="center" valign="middle">239 (41.9%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">The academic year of Medical School</td>
</tr>
<tr>
<td align="left" valign="middle">1<sup>st</sup> year</td>
<td align="center" valign="middle">89 (15.6%)</td>
</tr>
<tr>
<td align="left" valign="middle">2<sup>nd</sup> year</td>
<td align="center" valign="middle">59 (10.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">3<sup>rd</sup> year</td>
<td align="center" valign="middle">80 (14.0%)</td>
</tr>
<tr>
<td align="left" valign="middle">4<sup>th</sup> year</td>
<td align="center" valign="middle">149 (26.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">5<sup>th</sup> year</td>
<td align="center" valign="middle">193 (33.9%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Career Path to be preferred</td>
</tr>
<tr>
<td align="left" valign="middle">Clinical (any specialty)</td>
<td align="center" valign="middle">538 (94.4%)</td>
</tr>
<tr>
<td align="left" valign="middle">Non-clinical (basic sciences)</td>
<td align="center" valign="middle">32 (5.6%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Self-reported knowledge of Radiology as compared to other fields</td>
</tr>
<tr>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">65 (11.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">165 (28.9%)</td>
</tr>
<tr>
<td align="left" valign="top">Fair</td>
<td align="center" valign="top">223 (39.1%)</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">117 (20.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">If you have planned for Radiology as a career in the future, what would you prefer among these?</td>
</tr>
<tr>
<td align="left" valign="top">Interventional Radiology</td>
<td align="center" valign="middle">115 (20.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Diagnostic Radiology</td>
<td align="center" valign="middle">164 (28.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Any one of the above two</td>
<td align="center" valign="middle">94 (16.5%)</td>
</tr>
<tr>
<td align="left" valign="top">I will not choose radiology in any case</td>
<td align="center" valign="middle">197 (34.6%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Does your institute have an interventional radiology department?</td>
</tr>
<tr>
<td align="left" valign="middle">No</td>
<td align="center" valign="middle">212 (37.2%)</td>
</tr>
<tr>
<td align="left" valign="middle">Yes</td>
<td align="center" valign="middle">337 (59.1%)</td>
</tr>
<tr>
<td align="left" valign="middle">Do not know</td>
<td align="center" valign="middle">21 (3.7%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Self-reported knowledge of interventional radiology as a specialty</td>
</tr>
<tr>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">54 (9.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">122 (21.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Adequate</td>
<td align="center" valign="top">186 (32.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Not knowledgeable</td>
<td align="center" valign="top">58 (10.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">150 (26.3%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">Duration of mandatory interventional radiology rotation in medical school</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2009;week</td>
<td align="center" valign="top">73 (12.8%)</td>
</tr>
<tr>
<td align="left" valign="top">2&#x2009;weeks</td>
<td align="center" valign="top">64 (11.2%)</td>
</tr>
<tr>
<td align="left" valign="top">3&#x2009;weeks</td>
<td align="center" valign="top">40 (7.0%)</td>
</tr>
<tr>
<td align="left" valign="top">4 or more than 4&#x2009;weeks</td>
<td align="center" valign="top">71 (12.5%)</td>
</tr>
<tr>
<td align="left" valign="top">None</td>
<td align="center" valign="top">322 (56.5%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Duration of any elective radiology rotation if attended during medical school</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2009;week</td>
<td align="center" valign="top">36 (6.3%)</td>
</tr>
<tr>
<td align="left" valign="top">2&#x2009;weeks</td>
<td align="center" valign="top">51 (8.9%)</td>
</tr>
<tr>
<td align="left" valign="top">3&#x2009;weeks</td>
<td align="center" valign="top">27 (4.7%)</td>
</tr>
<tr>
<td align="left" valign="top">4 or more than 4&#x2009;weeks</td>
<td align="center" valign="top">52 (9.1%)</td>
</tr>
<tr>
<td align="left" valign="top">None</td>
<td align="center" valign="top">404 (70.9%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">If increased exposure to a clinical specialty increases the likelihood of making it a career choice, then how much exposure results in increased interest in that field?</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2009;week</td>
<td align="center" valign="top">77 (13.5%)</td>
</tr>
<tr>
<td align="left" valign="top">2&#x2009;weeks</td>
<td align="center" valign="top">132 (23.2%)</td>
</tr>
<tr>
<td align="left" valign="top">3&#x2009;weeks</td>
<td align="center" valign="top">110 (19.3%)</td>
</tr>
<tr>
<td align="left" valign="top">4 or more than 4&#x2009;weeks</td>
<td align="center" valign="top">251 (44.0%)</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="2">Willingness to attend interventional radiology rotation?</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">133 (23.3%)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">437 (76.7%)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Views about career prospects regarding Interventional Radiologists</td>
</tr>
<tr>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">148 (26.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">214 (37.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Adequate</td>
<td align="center" valign="top">114 (20.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">33 (5.8%)</td>
</tr>
<tr>
<td align="left" valign="top">Do not know</td>
<td align="center" valign="top">61 (10.7%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec12">
<title>Relationship of baseline variables with those who categorically preferred careers in interventional radiology</title>
<p>Out of 115 participants, those above the age of 22 favored IR over participants under 22 (OR&#x2009;=&#x2009;1.606, 95% CI&#x2009;=&#x2009;1.057&#x2013;2.439, <italic>p</italic>-value 0.026). Males preferred IR 1.5 times more than females (OR&#x2009;=&#x2009;1.545, 95% CI&#x2009;=&#x2009;0.999&#x2013;2.390, <italic>p</italic>-value&#x2009;=&#x2009;0.049), and 5<sup>th</sup>-year medical students preferred IR than other years of medical school (OR&#x2009;=&#x2009;0.415, 95% CI&#x2009;=&#x2009;0.242&#x2013;0.711, <italic>p</italic>-value&#x2009;=&#x2009;0.001). Participants willing to attend an IR rotation are more likely to prefer IR as a future medical specialty (OR&#x2009;=&#x2009;3.464, 95% CI&#x2009;=&#x2009;1.799&#x2013;6.669, <italic>p</italic>-value&#x2009;=&#x2009;&#x003C;0.001). Participants with an excellent view of IR&#x2019;s future aspects showed 2.4 times more interest in IR as a career than those who did not know about IR (OR&#x2009;=&#x2009;2.373, 95% CI&#x2009;=&#x2009;1.109&#x2013;5.080, <italic>p</italic>-value&#x2009;=&#x2009;0.026; <xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Relationship of baseline variables with preferred careers in interventional radiology (<italic>n</italic> =&#x2009;115).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2">Variables</th>
<th align="center" valign="top">Interventional radiology (<italic>n</italic>&#x2009;=&#x2009;115)</th>
<th align="center" valign="top">May or may not I.R. (<italic>n</italic>&#x2009;=&#x2009;455)</th>
<th align="center" valign="top">OR (CI&#x2009;=&#x2009;95%)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Age</td>
<td align="left" valign="top">&#x003C;22&#x2009;years</td>
<td align="center" valign="middle">46 (40.7%)</td>
<td align="center" valign="middle">237 (52.4%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top" rowspan="2">0.026<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">&#x003E;22&#x2009;years</td>
<td align="center" valign="middle">67 (59.3%)</td>
<td align="center" valign="middle">215 (47.6%)</td>
<td align="center" valign="top">1.606 (1.057&#x2013;2.439)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Gender</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">36 (31.3%)</td>
<td align="center" valign="top">188 (41.3%)</td>
<td align="center" valign="top">1.545 (0.999&#x2013;2.390)</td>
<td align="center" valign="middle" rowspan="2">0.050<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">79 (68.7%)</td>
<td align="center" valign="top">267 (58.7%)</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Institution sector</td>
<td align="left" valign="top">Public</td>
<td align="center" valign="top">49 (42.6%)</td>
<td align="center" valign="top">190 (41.8%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="middle" rowspan="2">0.869</td>
</tr>
<tr>
<td align="left" valign="top">Private</td>
<td align="center" valign="top">66 (57.4%)</td>
<td align="center" valign="top">265 (58.2%)</td>
<td align="center" valign="top">1.035 (0.685&#x2013;1.566)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">The academic year of Medical College</td>
<td align="left" valign="top">1<sup>st</sup> year</td>
<td align="center" valign="top">13 (11.3%)</td>
<td align="center" valign="top">76 (16.7%)</td>
<td align="center" valign="top">0.388 (0.200&#x2013;0.754)</td>
<td align="center" valign="top">0.005<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">2<sup>nd</sup> year</td>
<td align="center" valign="top">6 (5.2%)</td>
<td align="center" valign="top">53 (11.6%)</td>
<td align="center" valign="top">0.257 (0.105&#x2013;0.631)</td>
<td align="center" valign="top">0.003<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">3<sup>rd</sup> year</td>
<td align="center" valign="top">14 (12.2%)</td>
<td align="center" valign="top">66 (14.5%)</td>
<td align="center" valign="top">0.482 (0.251&#x2013;0.926)</td>
<td align="center" valign="top">0.028<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">4<sup>th</sup> year</td>
<td align="center" valign="top">23 (20.0%)</td>
<td align="center" valign="top">126 (27.7%)</td>
<td align="center" valign="top">0.415 (0.242&#x2013;0.711)</td>
<td align="center" valign="top">0.001<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">5<sup>th</sup> year</td>
<td align="center" valign="top">59 (51.3%)</td>
<td align="center" valign="top">134 (29.5%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Career Path to be preferred</td>
<td align="left" valign="top">Clinical</td>
<td align="center" valign="top">110 (95.7%)</td>
<td align="center" valign="top">428 (94.1%)</td>
<td align="center" valign="top">1.388 (0.522&#x2013;3.687)</td>
<td align="center" valign="middle" rowspan="2">0.509</td>
</tr>
<tr>
<td align="left" valign="top">Non-clinical</td>
<td align="center" valign="top">5 (4.3%)</td>
<td align="center" valign="top">27 (5.9%)</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Knowledge of Radiology</td>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">15 (13.0%)</td>
<td align="center" valign="top">50 (11.0%)</td>
<td align="center" valign="top">1.650 (0.768&#x2013;3.546)</td>
<td align="center" valign="top">0.199</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">46 (40.0%)</td>
<td align="center" valign="top">129 (38.9%)</td>
<td align="center" valign="top">1.535 (0.786&#x2013;2.599)</td>
<td align="center" valign="top">0.178</td>
</tr>
<tr>
<td align="left" valign="top">Fair</td>
<td align="center" valign="top">36 (31.3%)</td>
<td align="center" valign="top">177 (28.4%)</td>
<td align="center" valign="top">1.429 (0.823&#x2013;2.863)</td>
<td align="center" valign="top">0.242</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">18 (15.7%)</td>
<td align="center" valign="top">99 (21.8%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Having an interventional radiology department in an affiliated institute</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">62 (55.4%)</td>
<td align="center" valign="top">275 (62.9%)</td>
<td align="center" valign="top">1.369 (0.899&#x2013;2.084)</td>
<td align="center" valign="top" rowspan="2">0.142</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">50 (44.6%)</td>
<td align="center" valign="top">162 (37.1%)</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Knowledge of interventional radiology as a specialty</td>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">11 (9.6%)</td>
<td align="center" valign="top">43 (9.5%)</td>
<td align="center" valign="top">1.343 (0.608&#x2013;2.969)</td>
<td align="center" valign="top">0.466</td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">30 (26.1%)</td>
<td align="center" valign="top">92 (20.2%)</td>
<td align="center" valign="top">1.712 (0.939&#x2013;3.120)</td>
<td align="center" valign="top">0.079</td>
</tr>
<tr>
<td align="left" valign="top">Adequate</td>
<td align="center" valign="top">44 (38.3%)</td>
<td align="center" valign="top">142 (31.2%)</td>
<td align="center" valign="top">1.627 (0.937&#x2013;2.826)</td>
<td align="center" valign="top">0.084</td>
</tr>
<tr>
<td align="left" valign="top">Not knowledgeable</td>
<td align="center" valign="top">6 (5.2%)</td>
<td align="center" valign="top">52 (11.4%)</td>
<td align="center" valign="top">0.606 (0.234&#x2013;1.568)</td>
<td align="center" valign="top">0.302</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">24 (20.9%)</td>
<td align="center" valign="top">126 (27.7%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Mandatory interventional radiology rotation in medical school</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">38 (33.0%)</td>
<td align="center" valign="top">128 (28.1%)</td>
<td align="center" valign="top">1.261 (0.813&#x2013;1.956)</td>
<td align="center" valign="top" rowspan="2">0.300</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">77 (67.0%)</td>
<td align="center" valign="top">327 (71.9%)</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">How much exposure results in increased interest in a clinical specialty to make it a career choice?</td>
<td align="left" valign="top">1&#x2009;week</td>
<td align="center" valign="top">11 (9.6%)</td>
<td align="center" valign="top">66 (14.5%)</td>
<td align="center" valign="top">0.542 (0.269&#x2013;1.094)</td>
<td align="center" valign="top">0.088</td>
</tr>
<tr>
<td align="left" valign="top">2&#x2009;weeks</td>
<td align="center" valign="top">28 (24.3%)</td>
<td align="center" valign="top">104 (22.9%)</td>
<td align="center" valign="top">0.876 (0.527&#x2013;1.458)</td>
<td align="center" valign="top">0.611</td>
</tr>
<tr>
<td align="left" valign="top">3&#x2009;weeks</td>
<td align="center" valign="top">17 (14.8%)</td>
<td align="center" valign="top">93 (20.4%)</td>
<td align="center" valign="top">0.595 (0.329&#x2013;1.077)</td>
<td align="center" valign="top">0.086</td>
</tr>
<tr>
<td align="left" valign="top">4 or more than 4&#x2009;weeks</td>
<td align="center" valign="top">59 (51.3%)</td>
<td align="center" valign="top">192 (42.2%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Willingness to attend interventional radiology rotation.</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">104 (90.4%)</td>
<td align="center" valign="top">333 (73.2%)</td>
<td align="center" valign="top">3.464 (1.799&#x2013;6.669)</td>
<td align="center" valign="top" rowspan="2">&#x003C;0.001<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">11 (9.6%)</td>
<td align="center" valign="top">122 (26.8%)</td>
<td align="center" valign="top">-</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Views about career prospects regarding Interventional Radiologists</td>
<td align="left" valign="top">Excellent</td>
<td align="center" valign="top">47 (40.9%)</td>
<td align="center" valign="top">101 (22.2%)</td>
<td align="center" valign="top">2.373 (1.109&#x2013;5.080)</td>
<td align="center" valign="top">0.026<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Good</td>
<td align="center" valign="top">38 (33.0%)</td>
<td align="center" valign="top">176 (38.7%)</td>
<td align="center" valign="top">1.101 (0.513&#x2013;2.362)</td>
<td align="center" valign="top">0.805</td>
</tr>
<tr>
<td align="left" valign="top">Adequate</td>
<td align="center" valign="top">18 (15.7%)</td>
<td align="center" valign="top">96 (21.1%)</td>
<td align="center" valign="top">0.956 (0.411&#x2013;2.225)</td>
<td align="center" valign="top">0.917</td>
</tr>
<tr>
<td align="left" valign="top">Poor</td>
<td align="center" valign="top">2 (1.7%)</td>
<td align="center" valign="top">31 (6.8%)</td>
<td align="center" valign="top">0.329 (0.068&#x2013;1.601)</td>
<td align="center" valign="top">0.169</td>
</tr>
<tr>
<td align="left" valign="top">Do not know</td>
<td align="center" valign="top">10 (8.7%)</td>
<td align="center" valign="top">51 (11.2%)</td>
<td align="center" valign="top">-</td>
<td align="center" valign="top">-</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>&#x002A;</label>
<p>Statistically significant (<italic>p</italic>-value&#x2009;&#x003C;&#x2009;0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<title>Participant&#x2019;s responses regarding exposure and interest in the field</title>
<p>Regarding exposure to IR, 52.6 and 48.9% of participants considered ward rounds and attachment to the radiology department. Regarding the perspective toward the responsibilities of the interventional radiologist, participants responded that interventional radiologist treat major illnesses (43.3%) and do ward rounds (30.4%).Participants had good knowledge of tools used by interventional radiologists, as 45.8% correctly identified the tools as stents, micro-catheters, embolic materials, and needling technique tools (<xref rid="tab3" ref-type="table">Table 3</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Knowledge about interventional radiology and its tools.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2">Variables</th>
<th align="center" valign="top">Descriptive</th>
<th align="center" valign="top">Interventional radiology (<italic>n</italic>&#x2009;=&#x2009;115)</th>
<th align="center" valign="top">May or may not I.R. (<italic>n</italic>&#x2009;=&#x2009;455)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="7">Which of the following will provide better student exposure to I.R.?</td>
<td align="left" valign="top">Ward rounds</td>
<td align="center" valign="top">300/570 (52.63%)</td>
<td align="center" valign="top">55/115 (47.8%)</td>
<td align="center" valign="top">245/455 (53.8%)</td>
<td align="center" valign="top">0.248</td>
</tr>
<tr>
<td align="left" valign="top">Radiology department attachments</td>
<td align="center" valign="top">279/570 (48.94%)</td>
<td align="center" valign="top">71/115 (61.7%)</td>
<td align="center" valign="top">208/455 (45.7%)</td>
<td align="center" valign="top">0.002<xref rid="tfn2" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Lecture from an interventional radiologist</td>
<td align="center" valign="top">127/570 (22.28%)</td>
<td align="center" valign="top">32/115 (27.8%)</td>
<td align="center" valign="top">95/455 (20.9%)</td>
<td align="center" valign="top">0.110</td>
</tr>
<tr>
<td align="left" valign="top">Self-directed learning websites</td>
<td align="center" valign="top">60/570 (10.52%)</td>
<td align="center" valign="top">8/115 (7.0%)</td>
<td align="center" valign="top">50/455 (11.0%)</td>
<td align="center" valign="top">0.201</td>
</tr>
<tr>
<td align="left" valign="top">Clinical research projects</td>
<td align="center" valign="top">111/570 (19.47%)</td>
<td align="center" valign="top">20/115 (17.4%)</td>
<td align="center" valign="top">91/455 (20.0%)</td>
<td align="center" valign="top">0.528</td>
</tr>
<tr>
<td align="left" valign="top">Study modules</td>
<td align="center" valign="top">73/570 (12.80%)</td>
<td align="center" valign="top">15/115 (13.0%)</td>
<td align="center" valign="top">58/455 (12.7%)</td>
<td align="center" valign="top">0.932</td>
</tr>
<tr>
<td align="left" valign="top">Multidisciplinary meetings</td>
<td align="center" valign="top">64/570 (11.22%)</td>
<td align="center" valign="top">18/115 (15.7%)</td>
<td align="center" valign="top">46/455 (10.1%)</td>
<td align="center" valign="top">0.093</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">If you are familiar with the word angioplasty, where did you gain exposure?</td>
<td align="left" valign="top">Cardiologist</td>
<td align="center" valign="top">244/570 (42.80%)</td>
<td align="center" valign="top">56/115 (48.7%)</td>
<td align="center" valign="top">188/455 (41.3%)</td>
<td align="center" valign="top">0.153</td>
</tr>
<tr>
<td align="left" valign="top">Vascular Surgeon</td>
<td align="center" valign="top">70/570 (12.28%)</td>
<td align="center" valign="top">12/115 (10.4%)</td>
<td align="center" valign="top">58/455 (12.7%)</td>
<td align="center" valign="top">0.500</td>
</tr>
<tr>
<td align="left" valign="top">General Surgeon</td>
<td align="center" valign="top">60/570 (10.52%)</td>
<td align="center" valign="top">10/115 (8.7%)</td>
<td align="center" valign="top">50/455 (11.0%)</td>
<td align="center" valign="top">0.474</td>
</tr>
<tr>
<td align="left" valign="top">Interventional radiologist</td>
<td align="center" valign="top">55/570 (9.65%)</td>
<td align="center" valign="top">14/115 (12.2%)</td>
<td align="center" valign="top">41/455 (9.0%)</td>
<td align="center" valign="top">0.305</td>
</tr>
<tr>
<td align="left" valign="top">Other</td>
<td align="center" valign="top">141/570 (24.73%)</td>
<td align="center" valign="top">23/115 (20.0%)</td>
<td align="center" valign="top">118/455 (25.9%)</td>
<td align="center" valign="top">0.188</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Which of the following duties are provided by an Interventional Radiologist?</td>
<td align="left" valign="top">Ward rounds</td>
<td align="center" valign="top">173/570 (30.35%)</td>
<td align="center" valign="top">32/115 (27.8%)</td>
<td align="center" valign="top">141/455 (31.0%)</td>
<td align="center" valign="top">0.510</td>
</tr>
<tr>
<td align="left" valign="top">Outpatient clinics</td>
<td align="center" valign="top">150/570 (26.31%)</td>
<td align="center" valign="top">28/115 (24.3%)</td>
<td align="center" valign="top">122/455 (26.8%)</td>
<td align="center" valign="top">0.592</td>
</tr>
<tr>
<td align="left" valign="top">Admits patients</td>
<td align="center" valign="top">113/570 (19.82%)</td>
<td align="center" valign="top">21/115 (18.3%)</td>
<td align="center" valign="top">92/455 (20.2%)</td>
<td align="center" valign="top">0.638</td>
</tr>
<tr>
<td align="left" valign="top">Treats patients with major illnesses</td>
<td align="center" valign="top">247/570 (43.33%)</td>
<td align="center" valign="top">32/115 (27.8%)</td>
<td align="center" valign="top">215/455 (47.3%)</td>
<td align="center" valign="top">&#x003C;0.001<xref rid="tfn2" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Treats patients with minor illnesses</td>
<td align="center" valign="top">123/570 (21.58%)</td>
<td align="center" valign="top">16/115 (13.9%)</td>
<td align="center" valign="top">107/455 (23.5%)</td>
<td align="center" valign="top">0.025<xref rid="tfn2" ref-type="table-fn"><sup>&#x002A;</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">Does not treat patients</td>
<td align="center" valign="top">90/570 (15.79%)</td>
<td align="center" valign="top">21/115 (18.3%)</td>
<td align="center" valign="top">69/455 (15.2%)</td>
<td align="center" valign="top">0.416</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="6">Which of the following are the tools of interventional radiology?</td>
<td align="left" valign="top">Stents</td>
<td align="center" valign="top">50/570 (8.77%)</td>
<td align="center" valign="top">10/115 (8.7%)</td>
<td align="center" valign="top">40/455 (8.8%)</td>
<td align="center" valign="top">0.974</td>
</tr>
<tr>
<td align="left" valign="top">Micro catheters</td>
<td align="center" valign="top">45/570 (7.89%)</td>
<td align="center" valign="top">7/115 (6.1%)</td>
<td align="center" valign="top">38/455 (8.4%)</td>
<td align="center" valign="top">0.421</td>
</tr>
<tr>
<td align="left" valign="top">Embolic materials</td>
<td align="center" valign="top">55/570 (9.65%)</td>
<td align="center" valign="top">16/115 (13.9%)</td>
<td align="center" valign="top">39/455 (8.6%)</td>
<td align="center" valign="top">0.083</td>
</tr>
<tr>
<td align="left" valign="top">Needling techniques like radiofrequency ablation, Micro-needling</td>
<td align="center" valign="top">117/570 (20.52%)</td>
<td align="center" valign="top">18/115 (15.7%)</td>
<td align="center" valign="top">99/455 (21.8%)</td>
<td align="center" valign="top">0.147</td>
</tr>
<tr>
<td align="left" valign="top">All of above</td>
<td align="center" valign="top">261/570 (45.79%)</td>
<td align="center" valign="top">60/115 (52.2%)</td>
<td align="center" valign="top">201/455 (44.2%)</td>
<td align="center" valign="top">0.124</td>
</tr>
<tr>
<td align="left" valign="top">None of above</td>
<td align="center" valign="top">42/570 (7.37%)</td>
<td align="center" valign="top">4/115 (3.5%)</td>
<td align="center" valign="top">38/455 (8.4%)</td>
<td align="center" valign="top">0.074</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2">
<label>&#x002A;</label>
<p>Chi-square test.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<title>Participant&#x2019;s awareness regarding procedures performed in IR</title>
<p>Regarding procedures performed in IR, participants had familiarity with angioplasty/angiography (62.80), tumor embolization (28.24%), tumor ablation (28.95%), imaging-guided biopsies (36.31), venous catheter placement (33.33%), vertebroplasty (6.84%), high intensity focused ultrasound (HIFU; 11.23%) and trans-arterial chemo embolization (TACE), and trans-jugular intrahepatic portosystemic shunting (TIPSS; 16.14%; <xref rid="fig1" ref-type="fig">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Participant&#x2019;s awareness regarding procedures performed in IR.</p>
</caption>
<graphic xlink:href="fmed-10-1226294-g001.tif"/>
</fig>
</sec>
<sec id="sec15">
<title>Factors influencing the choice of medical specialty</title>
<p>The factors influencing participant&#x2019;s choice of medical specialty included attractive salary (48.2%), impact on patient care (48.9%), job satisfaction (40.9%), job flexibility (40.2%), fewer working hours (36.7%), intellectual stimulation (34.7%), and direct patient care (29.3%; <xref rid="fig2" ref-type="fig">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Participant&#x2019;s awareness regarding procedures performed in IR.</p>
</caption>
<graphic xlink:href="fmed-10-1226294-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<title>Factors influencing the choice of IR as a medical specialty</title>
<p>The most significant factors influencing the choice of IR as a future medical specialty were high income (73.86%), intellectual stimulation (48.07%) and job flexibility (28.42%; <xref rid="fig3" ref-type="fig">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Factors influencing the choice of medical specialty.</p>
</caption>
<graphic xlink:href="fmed-10-1226294-g003.tif"/>
</fig>
</sec>
<sec id="sec17">
<title>Knowledge regarding procedures performed by interventional radiologists</title>
<p>The participants responded to the procedure performed by an interventional radiologist of the available options. In <xref rid="fig4" ref-type="fig">Figure 4A</xref>, magnetic resonance angiography (MRA; 21.75%) was the only procedure performed by IR of other available options including positron emission tomography (PET-CT; 14.39%), thyroid scan (9.12%), and ultrasound (7.45%). In <xref rid="fig4" ref-type="fig">Figure 4B</xref>, image-guided breast biopsy (31.75%) was the procedure performed by IR of the other provided interventions as excisional biopsy of the breast (13.16%) and mammography (16.49%). In <xref rid="fig4" ref-type="fig">Figure 4C</xref>, percutaneous nephrostomy and ureteric stents (25.96%) was the only intervention carried out by IR among the other interventions as fluoroscopy, upper GI and barium enema (13.16%), high resolution computed tomography (HRCT; 9.12%) and magnetic resonance imaging (MRI; 13.33%). In <xref rid="fig4" ref-type="fig">Figure 4D</xref>, endovascular treatment of aneurysmal malformations and stroke (29.30%) was the right answer of the procedure performed by IR among the others as cerebral perfusion studies, Iodine 131 therapy, and Iodine-132-metaiodobenzylguanidine scan (MIBG).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Knowledge regarding procedures performed by interventional radiologists. Shown are all the multiple choice questions with answers provided to choose from in all four components <bold>(A&#x2013;D)</bold>.</p>
</caption>
<graphic xlink:href="fmed-10-1226294-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussions" id="sec18">
<title>Discussion</title>
<p>IR is facing unique challenges, such as low awareness levels and a need for qualified professionals, despite having immense potential and job security (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). This study assessed the level of knowledge, exposure, and interest in IR among medical students in Pakistan.</p>
<p>The majority, 94.4%, opted for a future in clinical specialty over basic sciences, which concord with a study conducted by Kim et al. that 87.7% of medical students intended a career in clinical medicine (<xref ref-type="bibr" rid="ref4">4</xref>). 65.5% of the participants chose radiology, with 28.8 and 20.2% categorically interested in diagnostic radiology and IR, respectively. Sebastian et al. reported similar results with medical students in India interested in radiology (42%) and IR (36%) (<xref ref-type="bibr" rid="ref5">5</xref>). In Europe, 41% considered IR, while in Saudi Arabia, 16.6 and 14.4% opted for diagnostic radiology and IR, respectively (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). In the USA, 18.5% of 4<sup>th</sup>-year medical students chose radiology and did so on the advice of a mentor, faculty adviser, family member, or friend (<xref ref-type="bibr" rid="ref13">13</xref>). Male gender has a significant association for preferring IR. Existing literature reports an association between male gender and a preference for procedural and technical-oriented medical specialties (<xref ref-type="bibr" rid="ref10">10</xref>, <xref ref-type="bibr" rid="ref14">14</xref>).</p>
<p>63.5% had adequate to excellent self-reported knowledge of IR, which is in contrast with as 61.6% of respondents in India, 63% in Europe, and 52.4% in Oman reported a lack of awareness about IR (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). 37.2% of the participant&#x2019;s institutes did not have an IR department with only 43.5% having mandatory IR rotation. Only 29% had attended elective IR rotations. Still, that is a small number compared to 76.7% being interested in attending IR rotations. Sebastian et al. reported that 58.7% of the students had experience with the IR department because IR services were available in 48% of the respondents&#x2019; institutions (<xref ref-type="bibr" rid="ref5">5</xref>). Highlighting the fact that the presence of IR services in teaching hospitals would increase medical students&#x2019; exposure to and familiarity with IR. The knowledge and interest in IR as a career increased in medical students from 6 to 45% and 60 to 73%, respectively, after a 10-h educational session on IR (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>Almost 62.8% of participants were familiar with angioplasty as an IR procedure, with cardiologists being the primary source (42.8%), which is consistent with earlier studies, as out of the 100% familiarity rate of angioplasty in India, 67.6% were made aware of angioplasty by cardiologist (<xref ref-type="bibr" rid="ref5">5</xref>). In comparison, 83% were exposed to angioplasty by a European cardiologist (<xref ref-type="bibr" rid="ref10">10</xref>). Recognition level of other procedures such as vertebroplasty (6.84%), HIFU (11.2%), and TACE, and TIPS (16.1%) was low, even though 45.8% of participants correctly identified tools used by an interventional radiologist. In contrast, Sebastian et al. reported only 9.2% familiarity with all of the IR procedures, with 74.2% being aware of neuro-interventional procedures as IR procedures (<xref ref-type="bibr" rid="ref5">5</xref>). Participants responded to the interventional radiologist&#x2019;s duties in the treatment of major illnesses (43.3%) and ward rounds (30.4%). Ward rounds are undertaken by IR specialists in 55 out of 97 departments (56.7%), according to a survey conducted by the European Society of Radiology (ESR) and the cardiovascular and interventional radiological society of Europe (CIRSE) (<xref ref-type="bibr" rid="ref10">10</xref>). Regarding exposure to IR, participants considered ward rounds (56.2%) and attachment to the radiology department (48.9%). Leong et al. reported as 60% of European final-year medical students preferred interventional radiology rotation for exposure to the field. Direct exposure and hand on practice are considered the best learning mediums, making these the most suitable for educating medical students (<xref ref-type="bibr" rid="ref8">8</xref>). 63.5% of respondents perceived IR. with good prospects accordant with that of Saudi Arabia (76%), and in Europe (80%) perceived IR. with good to excellent prospects (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Longer rotations (2&#x2009;weeks to 4 or more weeks) in a clinical specialty raise the chance of choosing it as a career choice (<xref ref-type="bibr" rid="ref2">2</xref>). The participants with a positive outlook on the prospects of IR were more interested in selecting IR as a career than those with poor knowledge and awareness of IR (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref8">8</xref>). Medical students with an excellent view of future aspects of IR had higher interest in IR as a career being consistent with Park et.al as the medical students being interested in IR were more certain about knowledge regarding IR (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
<p>Factors influencing the choice of IR as a future medical specialty were high income (73.86%), intellectual stimulation (48.07%) and job flexibility (28.42%). Park et al. reported that medical students interested in IR were more motivated by procedures (3.1/5), job market (2.8/5) and salary (2.6/5) and were less motivated by direct patient care (2.8/5) and longitudinal patient care (1.6/5) (<xref ref-type="bibr" rid="ref16">16</xref>). The common factors influencing participants&#x2019; specialty selection were the attractive salaries, the effect on patient care, career prospects, personal interest, and job flexibility (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref17">17</xref>). The major reasons for selecting radiology were high pay, intellectual stimulation, and an interest in anatomy. The most significant aspects alluded to were intellectual stimulation, work atmosphere, and influence on patient care (<xref ref-type="bibr" rid="ref13">13</xref>, <xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>Our study emphasizes integrating the IR curriculum into undergraduate medical training. International organizations such as the CIRSE, the British Society of Interventional Radiology (BSIR), and the Indian Society for Vascular and Interventional Radiology (ISVIR) have devised various IR programs with yearly congresses like &#x201C;Be Inspired&#x201D; with hands-on workshops, interactive activities, and quiz programs customized specifically to introduce undergraduate medical students to IR (<xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). Integrated regional support program (IRSP) is working in Pakistan to bring together specialists from various disciplines through a series of international conferences and local workshops with the goal of integration and knowledge management. The cardiology and endovascular surgery procedures overlap with interventional radiology procedures; it can be addressed if IR delivers higher qualitative expertise supported by research and technology than other specialties or by a multidisciplinary approach to treating patients (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref22">22</xref>). Furthermore, a significant emphasis is to ensure that medical students have an understanding and convenient access to the training in the IR.</p>
<p>Radiology is a diverse and technical medical specialty incorporating all the latest innovations in modern sciences from virtual reality (VR) to artificial intelligence (AI). VR had been proven beneficial in IR training for learning and acquisition of procedural skills as angiography, angioplasty, stent placement and vascular catheterization (<xref ref-type="bibr" rid="ref23">23</xref>). Furthermore, integration of AI techniques in IR also improves procedural planning and execution as well as facilitates follow up of treatment. AI would benefit individual patient management and also optimizes the radiology education globally (<xref ref-type="bibr" rid="ref24">24</xref>). E-learning, VR and simulation platforms will raise the interest of medical students in IR and also improve their learning. Medical education should be updated with the latest innovations continuously to facilitate the training and education of medical students.</p>
</sec>
<sec id="sec19">
<title>Limitations</title>
<p>Our study has limitations. Firstly, the questionnaire was distributed electronically, which may have resulted in a selection bias. Secondly, because there were no responses from some medical colleges, it may not reflect all the medical students in the country. Thirdly, the study used a survey-based approach, which may have introduced a certain degree of response bias because respondents interested in the subject were more likely to fill out the questionnaire correctly. The response to self-reported knowledge about IR was subjective by the individual participants resulting in the biased and subjectivity of responses. In fact, in this study medical students&#x2019; self-assessment of their knowledge about IR is only their perception of their knowledge and not their actual knowledge about IR as examined in detail by Park et al. (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
</sec>
<sec sec-type="conclusions" id="sec20">
<title>Conclusion</title>
<p>IR is a nascent field in Pakistan hampered by a personnel shortage and the need for more awareness among medical students. This study evaluated exposure, understanding, and interest in IR among Pakistani medical students. The majority were inclined towards the clinical side of medicine, with many interested in radiology and IR. Participants reported gaps in knowledge, understanding of IR, and limited exposure to during medical school. A structured, integrated undergraduate IR medical curriculum with exposure to techniques, workflow and procedures may improve the prospects of IR in medical students. Teaching institutes with IR departments should offer elective programs even to the medical students of other institutes. Regardless of their potential specialty, all undergraduates should have basic knowledge regarding IR. More IR departments should be established in teaching institutes, and training slots should be available to increase the number of IR professionals to overcome deficiencies in healthcare.</p>
</sec>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec22">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Informed consent was obtained from all the participants and also from parents/legal guardians of minors and illiterates. The Foundation University, Rawalpindi, Pakistan approved the study protocol (FF/FUMC/215-192 PHY/22). We confirm that all methods were carried out in accordance with relevant guidelines and regulations. Participants were assured about the confidentiality of any obtained information. The responses were kept confidentially and data from this research was managed only researchers in this study, Results will be used only for research and data cannot be traced back to their original sources. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>MT, MA, and MuC: conceived the idea. MuC, MaC, SS, and MT collected the data. ME and MA analyzed and interpreted the data. MuC, WT, MaC, SS, MM, ZY, and MT did write up of the manuscript. ZY, AZ, ME, and MA reviewed the manuscript for intellectual content critically. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec24">
<title>Funding</title>
<p>The study was self-funded.</p>
</sec>
<sec sec-type="COI-statement" id="sec25">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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</ref-list>
<glossary>
<def-list>
<title>Abbreviations</title>
<def-item>
<term>IR</term>
<def>
<p>Interventional radiology</p>
</def>
</def-item>
<def-item>
<term>TIPSS</term>
<def>
<p>Trans jugular intra-hepatic Porto-systemic shunt</p>
</def>
</def-item>
<def-item>
<term>TACE</term>
<def>
<p>trans-arterial chemo-embolization</p>
</def>
</def-item>
<def-item>
<term>CIRSE</term>
<def>
<p>Cardiovascular and Interventional Radiological Society of Europe</p>
</def>
</def-item>
<def-item>
<term>ISVIR</term>
<def>
<p>Indian society of vascular and interventional radiology</p>
</def>
</def-item>
<def-item>
<term>IRSP</term>
<def>
<p>Interventional radiology society of Pakistan</p>
</def>
</def-item>
<def-item>
<term>BSIR</term>
<def>
<p>British Society of Interventional Radiology</p>
</def>
</def-item>
<def-item>
<term>ESR</term>
<def>
<p>European Society of Radiology</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>