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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0251277</article-id>
<article-id pub-id-type="publisher-id">PONE-D-21-03283</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Critical care and emergency medicine</subject><subj-group><subject>Resuscitation</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Neuroscience</subject><subj-group><subject>Cognitive science</subject><subj-group><subject>Cognitive psychology</subject><subj-group><subject>Learning</subject><subj-group><subject>Human learning</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Psychology</subject><subj-group><subject>Cognitive psychology</subject><subj-group><subject>Learning</subject><subj-group><subject>Human learning</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Social sciences</subject><subj-group><subject>Psychology</subject><subj-group><subject>Cognitive psychology</subject><subj-group><subject>Learning</subject><subj-group><subject>Human learning</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Neuroscience</subject><subj-group><subject>Learning and memory</subject><subj-group><subject>Learning</subject><subj-group><subject>Human learning</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Computer and information sciences</subject><subj-group><subject>Data management</subject><subj-group><subject>Data compression</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>People and places</subject><subj-group><subject>Population groupings</subject><subj-group><subject>Professions</subject><subj-group><subject>Instructors</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Medical conditions</subject><subj-group><subject>Infectious diseases</subject><subj-group><subject>Viral diseases</subject><subj-group><subject>COVID 19</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Epidemiology</subject><subj-group><subject>Pandemics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Social sciences</subject><subj-group><subject>Sociology</subject><subj-group><subject>Education</subject><subj-group><subject>Schools</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Cardiology</subject><subj-group><subject>Cardiac arrest</subject></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Instructor-led distance learning for training students in cardiopulmonary resuscitation: A randomized controlled study</article-title>
<alt-title alt-title-type="running-head">Distance learning for CPR training</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-9709-3332</contrib-id>
<name name-style="western">
<surname>Han</surname>
<given-names>Sangsoo</given-names>
</name>
<role content-type="https://casrai.org/credit/">Formal analysis</role>
<role content-type="https://casrai.org/credit/">Funding acquisition</role>
<role content-type="https://casrai.org/credit/">Methodology</role>
<role content-type="https://casrai.org/credit/">Writing – original draft</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Park</surname>
<given-names>Hye Ji</given-names>
</name>
<role content-type="https://casrai.org/credit/">Data curation</role>
<role content-type="https://casrai.org/credit/">Resources</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0003-2667-2211</contrib-id>
<name name-style="western">
<surname>Nah</surname>
<given-names>Sangun</given-names>
</name>
<role content-type="https://casrai.org/credit/">Methodology</role>
<role content-type="https://casrai.org/credit/">Software</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Lee</surname>
<given-names>Eun Hae</given-names>
</name>
<role content-type="https://casrai.org/credit/">Data curation</role>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Lee</surname>
<given-names>Hyun Ji</given-names>
</name>
<role content-type="https://casrai.org/credit/">Investigation</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Park</surname>
<given-names>Ju Ok</given-names>
</name>
<role content-type="https://casrai.org/credit/">Resources</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<name name-style="western">
<surname>Lee</surname>
<given-names>Choung Ah</given-names>
</name>
<role content-type="https://casrai.org/credit/">Conceptualization</role>
<role content-type="https://casrai.org/credit/">Supervision</role>
<role content-type="https://casrai.org/credit/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Emergency Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Republic of Korea</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Department of Emergency Medicine, Dongtan Sacred Heart Hospital, Hallym University, Hwaseong-si, Gyeonggi-do, Republic of Korea</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Division of Injury Prevention and Control, Korea Disease Control and Prevention Agency, Cheongju-si, Chungcheongbuk-do, Republic of Korea</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Lin</surname>
<given-names>Steve</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>St. Michael’s Hospital, CANADA</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">cuccum@hanmail.net</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>6</day>
<month>5</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>16</volume>
<issue>5</issue>
<elocation-id>e0251277</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>1</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>4</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-year>2021</copyright-year>
<copyright-holder>Han et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0251277"/>
<abstract>
<sec id="sec001">
<title>Study hypothesis</title>
<p>Cardiopulmonary resuscitation (CPR) training can increase the likelihood of patient survival and better neurological outcomes. However, conventional learning (CL) has cost, time, and space constraints. This study aimed to evaluate whether laypersons who completed instructor-led distance learning (DL) acquired a level of CPR skill comparable to that achieved via CL training.</p>
</sec>
<sec id="sec002">
<title>Methods</title>
<p>This randomized controlled study recruited students from 28 Korean high schools who were randomized to complete instructor-led DL or CL training. The CL training involved classroom-based face-to-face training, whereas the instructor-led DL training was provided online using a videoconferencing system.</p>
</sec>
<sec id="sec003">
<title>Results</title>
<p>The study enrolled 62 students who were randomized to the CL group (31 participants) or the DL group (31 participants). Relative to the CL group, the DL group achieved remarkably similar results in terms of most CPR variables. In addition, the DL group had a significant improvement in the mean compression depth (before: 46 mm [interquartile range: 37–52 mm] vs. after: 49 mm [interquartile range: 46–54 mm], p&lt;0.001).</p>
</sec>
<sec id="sec004">
<title>Conclusions</title>
<p>Instructor-led DL can be a suitable alternative to CL for providing CPR training to laypersons. In settings like the current COVID-19 pandemic, where face-to-face CL is not practical, DL may be a useful tool for delivering CPR training.</p>
</sec>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution>Korean Association of Cardiopulmonary Resuscitation</institution>
</funding-source>
<principal-award-recipient>
<name name-style="western">
<surname>Lee</surname>
<given-names>Choung Ah</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100002560</institution-id>
<institution>Soonchunhyang University</institution>
</institution-wrap>
</funding-source>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-9709-3332</contrib-id>
<name name-style="western">
<surname>Han</surname>
<given-names>Sangsoo</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>This research was supported by the Korean Association of Cardiopulmonary Resuscitation. This work was supported by the Soonchunhyang University Research Fund. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<page-count count="9"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the manuscript and its <xref ref-type="sec" rid="sec018">Supporting information</xref> files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec005" sec-type="intro">
<title>Introduction</title>
<p>Cardiopulmonary resuscitation (CPR) performed by a bystander is one of the most important prognostic factors for out-of-hospital cardiac arrest (OHCA). CPR training improves bystander CPR rates, leading to a higher possibility of the return of spontaneous circulation (ROSC), more likelihood of survival, and better neurological outcomes [<xref ref-type="bibr" rid="pone.0251277.ref001">1</xref>,<xref ref-type="bibr" rid="pone.0251277.ref002">2</xref>]. Conventional CPR training is instructor-led and classroom-based, which creates challenges in terms of time, cost, logistics, and instructors’ and students’ discomfort being in a classroom environment [<xref ref-type="bibr" rid="pone.0251277.ref003">3</xref>]. Technological advances have created new vehicles for delivering training, and several studies have evaluated different CPR training methods, including distance learning (DL) [<xref ref-type="bibr" rid="pone.0251277.ref003">3</xref>–<xref ref-type="bibr" rid="pone.0251277.ref005">5</xref>]. In this context, DL is defined as the use of computer technology to provide training, which includes technical support that includes both online and offline learning [<xref ref-type="bibr" rid="pone.0251277.ref006">6</xref>]. The global COVID-19 pandemic has reduced opportunities to provide conventional training, which has increased interest in using DL to maintain medical education during the closure of educational institutions [<xref ref-type="bibr" rid="pone.0251277.ref007">7</xref>]. Thus, during the COVID-19 pandemic, the European Resuscitation Council has recommended discontinuing in-person basic life support (BLS) training for laypersons and has recommended DL-based CPR training to minimize the risk of infection and transmission [<xref ref-type="bibr" rid="pone.0251277.ref008">8</xref>]. However, there is limited research regarding whether DL can improve the quality of layperson CPR. Previous studies of DL for CPR training have used video-based and self-instruction methods, which provide online videos and allow the student to follow the course [<xref ref-type="bibr" rid="pone.0251277.ref009">9</xref>,<xref ref-type="bibr" rid="pone.0251277.ref010">10</xref>]. However, self-instruction methods lack instructor feedback, and it is possible that students might learn improper techniques (e.g., the wrong compression location).</p>
<p>This study aimed to evaluate instructor-led DL for CPR training and compare its results to those of conventional CPR training. This information may be useful for determining whether instructor-led DL is effective for improving CPR quality among students, which may translate into better outcomes after bystander CPR for OHCA.</p>
</sec>
<sec id="sec006" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec007">
<title>Study design and setting</title>
<p>This prospective, randomized, controlled study compared conventional and DL CPR training for laypersons using a manikin. To assign sample numbers equally to each group, block randomization was performed with the block size. The study was performed at a training center that administers CPR training courses that are approved by the Korean Association of Cardiopulmonary Resuscitation and the American Heart Association. Ethical approval was obtained from the institutional review board of Hallym University (HDT 2020-06-023).</p>
</sec>
<sec id="sec008">
<title>Selection of participants</title>
<p>To implement DL, it is essential to use a smart device, such as a tablet or videoconference system. To minimize the bias caused by inexperienced use of the device, high school students who are proficient in using smart devices were recruited. From July 1 to August 25, 2020, the Local Office of Education was asked to solicit participation from 28 high schools in the city. Students were considered for enrollment if they and their parents signed a letter of intent regarding participation and provided written consent for random assignment to the DL or conventional group. Subjects were excluded if they had physical or communication disabilities that would prevent them from performing CPR.</p>
</sec>
<sec id="sec009">
<title>Study protocol and intervention</title>
<p>Prior to the course, we checked whether subjects had previously received BLS training. It was found that some students had received only class BLS lectures without real practice. Therefore, in our study, we defined ‘previous BLS training’ as the case of completing the BLS training course in which the real practice is also included.</p>
<p>The conventional instructor-led training took place in a classroom setting and involved an instructional portion followed by skills practice. The instructional portion was transformed from a DVD format into a Kahoot! Format [<xref ref-type="bibr" rid="pone.0251277.ref011">11</xref>], while the practice-while-watching technique was maintained in its original format. The students practiced recognition of cardiac arrest, activation of the emergency response system, chest compressions, and automated external defibrillator (AED) use. Finally, the students performed hands-on practice of the entire process under the guidance of an instructor [<xref ref-type="bibr" rid="pone.0251277.ref012">12</xref>]. An Innosonian Brayden Pro<sup>®</sup> manikin (Seoul, Republic of Korea) was used for visual feedback. The total training time was 60 min.</p>
<p>The DL intervention was developed as a blended-learning format with an initial e-learning component followed by online real-time hands-on training using feedback devices under the guidance of an instructor. The e-learning component used the assignment function of Kahoot! with guidance regarding how to use the feedback manikin, as well as the same content from the conventional training. After finishing the e-learning component, including the assessments, the hands-on component was performed with an instructor via a videoconferencing system (<xref ref-type="fig" rid="pone.0251277.g001">Fig 1</xref>). Each isolated room at the training center contained two tablets, one CPR manikin, and an AED. One tablet was used to complete the e-learning component, and the other was used to monitor the student’s progress and facilitate communication between the instructor and student. The visual feedback manikin allowed the instructor to monitor the student’s CPR quality during the videoconference (<xref ref-type="fig" rid="pone.0251277.g002">Fig 2</xref>).</p>
<fig id="pone.0251277.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Training schemes for the conventional learning course and distance learning course.</title>
<p>AED, automated external defibrillator; CPR, cardiopulmonary resuscitation; PWW, practice-while-watching.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.g001" xlink:type="simple"/>
</fig>
<fig id="pone.0251277.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Environmental setting for the distance learning simulation (a) and videoconferencing system setting for the distance hands-on session (b).</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.g002" xlink:type="simple"/>
</fig>
</sec>
<sec id="sec010">
<title>Outcomes</title>
<p>The study team administered a questionnaire to the students to collect data regarding age, sex, and previous CPR training. To evaluate students’ performance before and after training, the instructor presented a situation where he found an adult who had collapsed on the road. After asking for help, the student was guided to perform the compression-only CPR alone for 2 minutes. Pre-training and post-training measurements of chest compression-related parameters were performed using Laerdal Resusci Anne QCPR<sup>®</sup> manikins (Stavanger, Norway) without feedback. The parameters included compression rate, compression depth, proportion of accurate chest compressions, proportion of accurate chest compression depth, and complete release of compressions. Based on the current guidelines, the accurate chest compression rate was defined as 100–120 compressions/min, and the accurate chest compression depth was defined as 5–6 cm [<xref ref-type="bibr" rid="pone.0251277.ref013">13</xref>,<xref ref-type="bibr" rid="pone.0251277.ref014">14</xref>].</p>
</sec>
<sec id="sec011">
<title>Sample size</title>
<p>The sample size was calculated to detect an effect size of 20% with an α error of 5% and statistical power of 80% during two repeated measures conducted among the two groups. Based on these parameters, we estimated that a total sample size of 52 cases would be required. However, based on a presumed 20% exclusion rate, we aimed to recruit 33 subjects in each group and created 11 training sessions with six students per training session.</p>
</sec>
<sec id="sec012">
<title>Statistical analysis</title>
<p>Categorical variables were compared using the chi-squared test. Nonparametric continuous variables were analyzed using the Mann-Whitney U test. The pre-test and post-test comparisons in each group were performed using the Wilcoxon signed-rank test. As the normality assumption was not satisfied, non-parametric analysis of covariance (ANCOVA) was used to evaluate differences in chest compression quality before and after the different training methods. All statistical analyses were performed using SPSS software (version 25.0; IBM Corp., Armonk, NY, USA).</p>
</sec>
</sec>
<sec id="sec013" sec-type="results">
<title>Results</title>
<sec id="sec014">
<title>Baseline characteristics</title>
<p>A total of 62 participants were randomized to the conventional learning (CL) and DL groups (31 students in each group). All students completed the course without any dropouts (<xref ref-type="fig" rid="pone.0251277.g003">Fig 3</xref>). The median student age was 17 years (interquartile range [IQR]: 16–18 years), and 49 participants (79%) were female. There were no significant differences between the two groups in terms of age, sex, previous BLS training status, and timing of previous BLS training (<xref ref-type="table" rid="pone.0251277.t001">Table 1</xref>).</p>
<fig id="pone.0251277.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Flowchart for the cardiopulmonary resuscitation training and skill assessment.</title>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.g003" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0251277.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.t001</object-id>
<label>Table 1</label> <caption><title>Baseline characteristics.</title></caption>
<alternatives>
<graphic id="pone.0251277.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="justify" style="background-color:#E7E6E6"/>
<th align="center" style="background-color:#E7E6E6">CL (n = 31)</th>
<th align="center" style="background-color:#E7E6E6">DL (n = 31)</th>
<th align="center" style="background-color:#E7E6E6">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age, years</td>
<td align="center">17 (16–18)</td>
<td align="center">17 (16–18)</td>
<td align="char" char=".">0.636</td>
</tr>
<tr>
<td align="left">Sex, n (%)</td>
<td align="center"/>
<td align="center"/>
<td align="char" char=".">0.211</td>
</tr>
<tr>
<td align="left"> Male</td>
<td align="center">4 (12.9)</td>
<td align="center">9 (29.0)</td>
<td align="left"/>
</tr>
<tr>
<td align="left"> Female</td>
<td align="center">27 (81.1)</td>
<td align="center">22 (71.0)</td>
<td align="center"/>
</tr>
<tr>
<td align="left">Previous BLS course, n (%)</td>
<td align="center">25 (80.7)</td>
<td align="center">25 (80.7)</td>
<td align="char" char=".">&gt;0.999</td>
</tr>
<tr>
<td align="left">Last BLS course, n (%)</td>
<td align="center"/>
<td align="center"/>
<td align="char" char=".">0.153</td>
</tr>
<tr>
<td align="left"> Never</td>
<td align="center">6 (19.4)</td>
<td align="center">6 (19.4)</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> &lt;6 months earlier</td>
<td align="center">11 (35.5)</td>
<td align="center">9 (29.0)</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> 6–12 months earlier</td>
<td align="center">13 (41.9)</td>
<td align="center">10 (32.3)</td>
<td align="center"/>
</tr>
<tr>
<td align="left"> &gt;12 months earlier</td>
<td align="center">1 (3.2)</td>
<td align="center">6 (19.4)</td>
<td align="left"/>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>Data are shown as median (interquartile range) or number (%). BLS, basic life support; CL, conventional learning; DL, distance learning.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec015">
<title>Effects of training</title>
<p><xref ref-type="table" rid="pone.0251277.t002">Table 2</xref> shows a comparison of the participants before and after training. There was a significant change in the mean compression depth (before: 47 mm [IQR: 39–54 mm] vs. after: 49 mm [IQR: 45–54 mm], p&lt;0.001). However, no significant changes were observed in the mean compression rate, proportion of correct compressions, proportion of correct compression depth, and proportion of correctly released compressions.</p>
<table-wrap id="pone.0251277.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.t002</object-id>
<label>Table 2</label> <caption><title>Comparing the compression parameters before and after the training.</title></caption>
<alternatives>
<graphic id="pone.0251277.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="justify" style="background-color:#E7E6E6"/>
<th align="center" style="background-color:#E7E6E6">Pre-training</th>
<th align="center" style="background-color:#E7E6E6">Post-training</th>
<th align="center" style="background-color:#E7E6E6">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Mean compression rate, /min</td>
<td align="center">116 (105.75–129.25)</td>
<td align="center">117 (110.5–122.25)</td>
<td align="char" char=".">0.481</td>
</tr>
<tr>
<td align="left">Mean compression depth, mm</td>
<td align="center">47 (39–54)</td>
<td align="center">49 (45–54)</td>
<td align="char" char=".">&lt;0.001</td>
</tr>
<tr>
<td align="left">Correct compression rate, %</td>
<td align="center">34 (2.5–87.5)</td>
<td align="center">67.5 (23.75–94)</td>
<td align="char" char=".">0.066</td>
</tr>
<tr>
<td align="left">Correct compression depth, %</td>
<td align="center">35 (4.75–84.75)</td>
<td align="center">48 (19–90)</td>
<td align="char" char=".">0.061</td>
</tr>
<tr>
<td align="left">Correct released compression, %</td>
<td align="center">85 (45–97)</td>
<td align="center">78 (28.75–98)</td>
<td align="char" char=".">0.068</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p>Data are shown as median (interquartile range).</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec016">
<title>Main results</title>
<p><xref ref-type="table" rid="pone.0251277.t003">Table 3</xref> shows a comparison of the CL and DL groups. There was no significant change in the mean compression rate and mean compression depth for the CL group before or after training. The DL group had a significant improvement in the mean compression depth (before: 46 mm [IQR: 37–52 mm] vs. after: 49 mm [IQR: 46–54 mm], p&lt;0.001), although no change was observed in the mean compression rate (<xref ref-type="fig" rid="pone.0251277.g004">Fig 4</xref>). In addition, no significant changes were observed in the proportion of correct compressions, the proportion of correct compression depth, and the proportion of correctly released compressions. The ranked ANCOVA results revealed that the only significant difference between the CL and DL groups was observed in the mean compression depth (p = 0.015).</p>
<fig id="pone.0251277.g004" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.g004</object-id>
<label>Fig 4</label>
<caption>
<title>Pre- and post-training mean compression rates and mean compression depths from the non-DL and DL groups.</title>
<p>DL, distance learning.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.g004" xlink:type="simple"/>
</fig>
<table-wrap id="pone.0251277.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0251277.t003</object-id>
<label>Table 3</label> <caption><title>Comparing the compression parameters before and after the training according to learning methods.</title></caption>
<alternatives>
<graphic id="pone.0251277.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="center" rowspan="2" style="background-color:#F0F0F0"/>
<th align="center" colspan="3" style="background-color:#F0F0F0">CL (n = 31)</th>
<th align="center" colspan="3" style="background-color:#F0F0F0">DL (n = 31)</th>
<th align="center" colspan="2" style="background-color:#F0F0F0">Ranked ANCOVA</th>
</tr>
<tr>
<th align="center" style="background-color:#F0F0F0">Pre</th>
<th align="center" style="background-color:#F0F0F0">Post</th>
<th align="center" style="background-color:#F0F0F0">p-value</th>
<th align="center" style="background-color:#F0F0F0">Pre</th>
<th align="center" style="background-color:#F0F0F0">Post</th>
<th align="center" style="background-color:#F0F0F0">p-value</th>
<th align="center" style="background-color:#F0F0F0">F</th>
<th align="center" style="background-color:#F0F0F0">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Mean compression rate, /min</td>
<td align="center">116 (100–131)</td>
<td align="center">117 (111–123)</td>
<td align="char" char=".">0.638</td>
<td align="center">115 (105–124)</td>
<td align="center">116 (107–122)</td>
<td align="char" char=".">0.511</td>
<td align="char" char=".">0.343</td>
<td align="char" char=".">0.560</td>
</tr>
<tr>
<td align="left">Mean compression depth, mm</td>
<td align="center">47 (41–55)</td>
<td align="center">51 (42–54)</td>
<td align="char" char=".">0.308</td>
<td align="center">46 (37–52)</td>
<td align="center">49 (46–54)</td>
<td align="char" char=".">&lt;0.001</td>
<td align="char" char=".">6.334</td>
<td align="char" char=".">0.015</td>
</tr>
<tr>
<td align="left">Correct compression rate, %</td>
<td align="center">34 (6–84)</td>
<td align="center">42 (16–97)</td>
<td align="char" char=".">0.198</td>
<td align="center">55 (0–89)</td>
<td align="center">71 (26–92)</td>
<td align="char" char=".">0.084</td>
<td align="char" char=".">0.018</td>
<td align="char" char=".">0.894</td>
</tr>
<tr>
<td align="left">Correct compression depth, %</td>
<td align="center">43 (5–90)</td>
<td align="center">60 (12–94)</td>
<td align="char" char=".">0.785</td>
<td align="center">34 (2–76)</td>
<td align="center">47 (26–89)</td>
<td align="char" char=".">0.258</td>
<td align="char" char=".">0.241</td>
<td align="char" char=".">0.625</td>
</tr>
<tr>
<td align="left">Correct released compression, %</td>
<td align="center">83 (45–97)</td>
<td align="center">74 (32–94)</td>
<td align="char" char=".">0.126</td>
<td align="center">87 (45–98)</td>
<td align="center">84(20–99)</td>
<td align="char" char=".">0.045</td>
<td align="char" char=".">2.204</td>
<td align="char" char=".">0.143</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>Data are shown as median (interquartile range). ANCOVA, analysis of covariance; CL, conventional learning; DL, distance learning.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec017" sec-type="conclusions">
<title>Discussion</title>
<p>This study aimed to determine whether an online instructor-led DL course could improve CPR quality to the same extent as a CL course. The results revealed comparable improvements in CPR quality parameters between the DL and CL groups. Though it was only a slight difference, the DL group showed even more improvement in the mean compression depth compared to the CL group. To the best of our knowledge, this is the first study to evaluate the effectiveness of instructor-led DL using a videoconferencing system and a feedback device.</p>
<p>In the setting of cardiac arrest, BLS is considered the basis of resuscitation and one of the most important factors influencing survival, especially in cases of OHCA where a bystander can provide early CPR. In this setting, bystanders can immediately recognize cardiac arrest, activate the emergency medical system, and perform chest compressions [<xref ref-type="bibr" rid="pone.0251277.ref013">13</xref>]. Therefore, CPR training for laypersons is an important step in improving OHCA outcomes. The time and space constraints of face-to-face CL training have increased interest in online DL training, which has been complemented by recent technological innovations [<xref ref-type="bibr" rid="pone.0251277.ref010">10</xref>,<xref ref-type="bibr" rid="pone.0251277.ref015">15</xref>]. This study evaluated instructor-led online DL training in taking advantage of the benefits of instructor feedback and reduce the limitations of CL training.</p>
<p>Online DL can potentially reduce the required training time and resources and allow for standardization of education programs [<xref ref-type="bibr" rid="pone.0251277.ref016">16</xref>]. In addition, DL training has provided excellent results in terms of the initial assessment of trauma patients and is now recognized as a useful alternative for CL during the current COVID-19 pandemic [<xref ref-type="bibr" rid="pone.0251277.ref007">7</xref>,<xref ref-type="bibr" rid="pone.0251277.ref017">17</xref>]. Thus, there is increasing demand for DL BLS training, with one study identifying a 6-fold increase in enrollment and a 14-fold increase in course completion between April 2019 and April 2020 [<xref ref-type="bibr" rid="pone.0251277.ref018">18</xref>]. Other studies have indicated that video-based self-instruction is as effective as DL for CPR training and provided similar outcomes in terms of CPR skills (vs. CL training), with the exception of compression depth [<xref ref-type="bibr" rid="pone.0251277.ref009">9</xref>,<xref ref-type="bibr" rid="pone.0251277.ref019">19</xref>]. The suboptimal results for compression depth may be related to self-instruction without feedback, and the present study aimed to address this issue using instructor-led DL that permitted real-time feedback. The results from this strategy were generally equivalent to those of CL training, which suggests that instructor-led DL for CPR training can be as effective as CL training.</p>
<p>This study had several limitations. First, the sample size was small, although the number of participants permitted adequately powered the analyses. Second, we failed to assess the student’s retention of CPR knowledge. Third, the study involved high school students, and the results might not be generalizable to adults. Fourth, the prior BLS training experience might be associated with the students’ performance. Fifth, the compression depth changes before and after the training between the two groups was only 2 mm; therefore, it may lack clinical relevance. Thus, further studies are required to address these limitations.</p>
<p>In conclusion, instructor-led DL was suitable for CPR training and provided generally similar outcomes to those achieved via CL training. Thus, especially in settings where face-to-face CL is not practical (e.g., during the current COVID-19 pandemic), DL may be a useful tool for delivering CPR training.</p>
</sec>
<sec id="sec018" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="pone.0251277.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0251277.s001" xlink:type="simple">
<label>S1 Data</label>
<caption>
<title/>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
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