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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMIR</journal-id>
      <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
      <journal-title>Journal of Medical Internet Research</journal-title>
      <issn pub-type="epub">1438-8871</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v22i3e16987</article-id>
      <article-id pub-id-type="pmid">32149711</article-id>
      <article-id pub-id-type="doi">10.2196/16987</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Precourse Preparation Using a Serious Smartphone Game on Advanced Life Support Knowledge and Skills: Randomized Controlled Trial</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Eysenbach</surname>
            <given-names>Gunther</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Wilkinson</surname>
            <given-names>Jenny</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Trakulsrichai</surname>
            <given-names>Associate Professor Satariya </given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Phungoen</surname>
            <given-names>Pariwat</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-3631-0679</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Promto</surname>
            <given-names>Songwoot</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-1359-260X</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Chanthawatthanarak</surname>
            <given-names>Sivit</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-5925-1803</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Maneepong</surname>
            <given-names>Sawitree</given-names>
          </name>
          <degrees>BSN</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-2192-0271</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Apiratwarakul</surname>
            <given-names>Korakot</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-1984-0865</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author">
          <name name-style="western">
            <surname>Kotruchin</surname>
            <given-names>Praew</given-names>
          </name>
          <degrees>MD, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-3519-3415</ext-link>
        </contrib>
        <contrib id="contrib7" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Mitsungnern</surname>
            <given-names>Thapanawong</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Emergency Medicine</institution>
            <institution>Faculty of Medicine</institution>
            <institution>Khon Kaen University</institution>
            <addr-line>123 Mitraparb Rd Muang</addr-line>
            <addr-line>Faculty of Medicine, Khon Kaen University</addr-line>
            <addr-line>Khon Kaen, 40002</addr-line>
            <country>Thailand</country>
            <phone>66 43366869</phone>
            <email>thapanawong@hotmail.com</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-5046-5151</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Emergency Medicine</institution>
        <institution>Faculty of Medicine</institution>
        <institution>Khon Kaen University</institution>
        <addr-line>Khon Kaen</addr-line>
        <country>Thailand</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>CPR Training Unit, Srinagarind Hospital</institution>
        <institution>Faculty of Medicine</institution>
        <institution>Khon Kaen University</institution>
        <addr-line>Khon Kaen</addr-line>
        <country>Thailand</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Thapanawong Mitsungnern <email>thapanawong@hotmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <month>3</month>
        <year>2020</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>9</day>
        <month>3</month>
        <year>2020</year>
      </pub-date>
      <volume>22</volume>
      <issue>3</issue>
      <elocation-id>e16987</elocation-id>
      <history>
        <date date-type="received">
          <day>9</day>
          <month>11</month>
          <year>2019</year>
        </date>
        <date date-type="rev-request">
          <day>17</day>
          <month>12</month>
          <year>2019</year>
        </date>
        <date date-type="rev-recd">
          <day>20</day>
          <month>1</month>
          <year>2020</year>
        </date>
        <date date-type="accepted">
          <day>9</day>
          <month>2</month>
          <year>2020</year>
        </date>
      </history>
      <copyright-statement>©Pariwat Phungoen, Songwoot Promto, Sivit Chanthawatthanarak, Sawitree Maneepong, Korakot Apiratwarakul, Praew Kotruchin, Thapanawong Mitsungnern. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 09.03.2020.</copyright-statement>
      <copyright-year>2020</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="http://www.jmir.org/2020/3/e16987/" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>In the past several years, gamified learning has been growing in popularity in various medical educational contexts including cardiopulmonary resuscitation (CPR) training. Furthermore, prior work in Basic Life Support (BLS) training has demonstrated the benefits of serious games as a method for pretraining among medical students. However, there is little evidence to support these benefits with regard to Advanced Life Support (ALS) training.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>We compare the effects of a brief precourse ALS preparation using a serious smartphone game on student knowledge, skills, and perceptions in this area with those of conventional ALS training alone.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>A serious game (Resus Days) was developed by a Thai physician based on global ALS clinical practice guidelines. Fifth-year medical students were enrolled and randomized to either the game group or the control group. Participants in both groups attended a traditional ALS lecture, but the game group was assigned to play Resus Days for 1 hour before attending the lecture and were allowed to play as much as they wished during the training course. All students underwent conventional ALS training, and their abilities were evaluated using multiple-choice questions and with hands-on practice on a mannequin. Subject attitudes and perceptions about the game were evaluated using a questionnaire.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>A total of 105 students participated in the study and were randomly assigned to either the game group (n=52) or the control group (n=53). Students in the game group performed better on the ALS algorithm knowledge posttest than those in the control group (17.22 [SD 1.93] vs 16.60 [SD 1.97], <italic>P</italic>=.01; adjusted mean difference [AMD] 0.93; 95% CI 0.21-1.66). The game group’s pass rate on the skill test was also higher but not to a statistically significant extent (79% vs 66%, <italic>P</italic>=.09; adjusted odds ratio [AOR] 2.22; 95% CI 0.89-5.51). Students indicated high satisfaction with the game (9.02 [SD 1.11] out of 10).</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Engaging in game-based preparation prior to an ALS training course resulted in better algorithm knowledge scores for medical students than attending the course alone.</p>
        </sec>
        <sec sec-type="trial registration">
          <title>Trial Registration</title>
          <p>Thai Clinical Trials Registry HE611533; https://tinyurl.com/wmbp3q7</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>CPR training</kwd>
        <kwd>gamified learning</kwd>
        <kwd>medical education</kwd>
        <kwd>serious game learning</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>Advanced Life Support (ALS), widely accepted as the gold standard of care in patients with cardiopulmonary arrest, requires specialized skills and knowledge [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. Training in ALS is thus recommended for health care providers who are likely to encounter either in-hospital or out-of-hospital cardiac arrest (OHCA) [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. The ALS training course covers the knowledge, skills, and attitudes required for managing both cardiac arrest and periarrest problems. It includes lecture-based teaching, workshops, skill stations, simulation-based training with high-fidelity mannequins, and debriefing [<xref ref-type="bibr" rid="ref4">4</xref>-<xref ref-type="bibr" rid="ref6">6</xref>]. In order to maximize learning outcomes, the current American Heart Association guidelines for cardiopulmonary resuscitation (CPR) recommend students prepare in advance for the ALS training course [<xref ref-type="bibr" rid="ref7">7</xref>]. This can be addressed in a variety of ways including the provision of precourse reading (CD-based, e-learning–based, etc), online and precourse testing, and opportunities to practice pertinent technical skills [<xref ref-type="bibr" rid="ref6">6</xref>]. However, there has been no evidence demonstrating the benefits of precourse training when taken in conjunction with a conventional ALS training program [<xref ref-type="bibr" rid="ref7">7</xref>-<xref ref-type="bibr" rid="ref10">10</xref>].</p>
      <p>Over the past several years, gamified learning has been growing in popularity in various medical educational contexts including CPR training [<xref ref-type="bibr" rid="ref11">11</xref>-<xref ref-type="bibr" rid="ref20">20</xref>]. The benefits of this learning method are that it improves learning outcomes by creating a high level of engagement among participants, facilitating learners’ holistic understanding of scientific concepts, and providing flexible learning methods and real-time feedback [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref21">21</xref>-<xref ref-type="bibr" rid="ref23">23</xref>]. Recent studies have found that gamified learning can improve medical knowledge, skills, attitudes, and satisfaction when compared with traditional education methods [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref24">24</xref>]. Furthermore, prior work in Basic Life Support (BLS) training has demonstrated the benefits of serious games as a method for pretraining among medical students [<xref ref-type="bibr" rid="ref18">18</xref>]. However, there is little evidence to support these benefits with regard to ALS training, with only one study reporting that game-based training augments retention of acquired skills and knowledge [<xref ref-type="bibr" rid="ref13">13</xref>].</p>
      <p>Resus Days is a serious smartphone game developed by a Thai physician using standard ALS guidelines and is available online (<xref rid="figure1" ref-type="fig">Figure 1</xref>) [<xref ref-type="bibr" rid="ref25">25</xref>]. The aim of the game is to familiarize students with the ALS algorithms for cardiac arrest and periarrest scenarios, leading to shorter knowledge acquisition time. The objective of this study was to evaluate the effects of precourse preparation using this game on students’ ALS knowledge, skills, and perceptions. We hypothesized that adding this game to the traditional precourse training would lead to higher ALS knowledge scores.</p>
      <fig id="figure1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Screenshot from Resus Days.</p>
        </caption>
        <graphic xlink:href="jmir_v22i3e16987_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Study Design</title>
        <p>This was a prospective, randomized controlled parallel group trial in a tertiary university hospital in Thailand. It was approved by the Khon Kaen University institutional committee for ethics in human research and registered with the Thai Clinical Trials Registry [HE611533]. Written informed consent was obtained from each participant prior to enrollment.</p>
      </sec>
      <sec>
        <title>Participants and Randomization</title>
        <p>Participants were fifth-year medical students at the Khon Kaen University Faculty of Medicine who attended the ALS training course offered by the faculty’s CPR unit in April 2019. Eligibility criteria included not having participated in any type of ALS course in the past and never having played Resus Days. After enrollment, participants were randomly assigned to one of two groups (control group or game group) at a 1:1 allocation ratio based on a computer-generated random number list [<xref ref-type="bibr" rid="ref26">26</xref>].</p>
      </sec>
      <sec>
        <title>Sample Size Calculation</title>
        <p>The sample size for analysis of covariance of two levels and two covariates was determined based on our pilot data using power analysis. We hypothesized that the difference in knowledge between the two groups was approximately 5%, and that there would be moderate consistency between pretest and posttest scores. The power analysis was determined using an alpha of .05 and power of 0.80. This resulted in an estimated desired effect sample size of at least 22 subjects in each group.</p>
      </sec>
      <sec>
        <title>Study Interventions</title>
        <p>Prior to any intervention, we tested students’ baseline ALS knowledge using a multiple-choice pretest. Students in the game group then played Resus Days using their own smartphone for 1 hour in normal mode. After this, students in both groups attended an ALS training course taught by CPR instructors. Students in the game group were allowed to play Resus Days as much as they wished during the 2-day ALS training course.</p>
      </sec>
      <sec>
        <title>Game Description</title>
        <p>Resus Days was developed by Rath Panyowat. It is a mobile simulation game that allows health care professionals to practice CPR through repetitive playing. Players must resuscitate a simulated patient in various scenarios by choosing treatment methods based on the ALS algorithm until the patient’s cardiac rhythm becomes normal. There are two game modes: normal and physician. In normal mode, a player receives hints regarding diagnosis and treatment and gains points if the prescribed treatment is correct. In physician mode, there are no hints and points are subtracted if the prescribed treatment is incorrect. There are a total of 7 scenarios including cardiac arrest, bradycardia, tachycardia, and several simulated megacode (mixed algorithm) scenarios. To win in each scenario, the player must strictly follow the ALS algorithm within the time allotted (<xref rid="figure1" ref-type="fig">Figure 1</xref>).</p>
      </sec>
      <sec>
        <title>Advanced Life Support Training Course</title>
        <p>The ALS training course was held over 2 days. The first day of the program consisted of approximately 6 hours of lectures, and the second day consisted of approximately 8 hours of hands-on workshops, skill station activities, simulation-based training with high-fidelity ALS simulator mannequins with the SimPad system (Laerdal Medical). The student-to-instructor ratio was 1:6. At the end of the course, student ALS knowledge was reassessed using multiple-choice questions in accordance with ALS guidelines, and their practical skills were evaluated individually by examiners blinded to group allocation. We used a questionnaire to assess student attitudes and perceptions regarding both the course and the game.</p>
      </sec>
      <sec>
        <title>Assessment of Learning Outcomes, Attitudes, and Perceptions</title>
        <sec>
          <title>Knowledge Test</title>
          <p>The knowledge test was divided into two parts: one to assess knowledge of the ALS algorithm and another to assess general ALS knowledge. The first part consisted of 20 multiple-choice questions, each with 5 possible answers, and the second consisted of 30 multiple-choice questions. The ALS algorithm test focused on management of life-threatening conditions (using the ALS adult cardiac arrest algorithm) and symptomatic bradycardia and tachycardia. The general ALS knowledge test focused on BLS knowledge, general ALS knowledge, and postresuscitation care (see <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>).</p>
        </sec>
        <sec>
          <title>Advanced Life Support Skill Tests</title>
          <p>Each student was given a series of three different 5-minute megacode (mixed algorithm) simulated ALS scenarios (chosen randomly using the closed envelope method), and their performance was evaluated by certified ALS course providers (see <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref> for details regarding each scenario). Students passed the skill tests if they had scores of 80% or greater and no critical errors.</p>
        </sec>
        <sec>
          <title>Questionnaire Regarding Participant Attitudes and Perceptions</title>
          <p>We asked students to rate their attitudes and perceptions regarding the game on a scale of 1 to 10 (1=disagree completely and 10=agree completely). An open-ended question was used to assess any problems students had while playing the game, opinions about the game, and recommendations for further improvement (see <xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>).</p>
        </sec>
      </sec>
      <sec>
        <title>Game Score</title>
        <p>Students received a score from 0 (if the patient died) to 3 (if patient survived and the most appropriate treatments were prescribed) for each scenario. The highest possible overall score was 21 points (see <xref ref-type="supplementary-material" rid="app4">Multimedia Appendix 4</xref>).</p>
      </sec>
      <sec>
        <title>Statistical Analysis</title>
        <p>Categorical variables were expressed as frequencies and percentages. Continuous data were expressed as means and standard deviations. Differences between groups in terms of baseline characteristics were compared using an independent sample <italic>t</italic> test. An analysis of covariance model was used to compare posttest scores between the two groups adjusted for baseline score measurements. The Pearson chi-square test was used to compare the skill-test pass rate and other binary variables. The correlation between game scores before ALS training and knowledge pretest scores and between game scores post-ALS training and knowledge posttest scores were analyzed using Pearson correlation coefficients. All data analyses were performed using Stata version 10 (StataCorp LLC).</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>A total of 105 students participated in the study and were randomly assigned to either the game group (n=52) or the control group (n=53; <xref rid="figure2" ref-type="fig">Figure 2</xref>). All students completed the trial and were included in the data analysis. Demographic characteristics of the two study groups are shown in <xref ref-type="table" rid="table1">Table 1</xref>. There were no significant differences between the groups in terms of sex, age, grade point average, CPR experience, CPR confidence, or learning outcome scores.</p>
      <fig id="figure2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>Flow diagram of participant selection.</p>
        </caption>
        <graphic xlink:href="jmir_v22i3e16987_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <table-wrap position="float" id="table1">
        <label>Table 1</label>
        <caption>
          <p>Participant demographics.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="520"/>
          <col width="0"/>
          <col width="190"/>
          <col width="0"/>
          <col width="190"/>
          <col width="0"/>
          <col width="70"/>
          <thead>
            <tr valign="top">
              <td colspan="3">Characteristic</td>
              <td colspan="2">Game group (n=52)</td>
              <td colspan="2">Control group (n=53)</td>
              <td><italic>P</italic> value</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="3">Age in years, mean (SD)</td>
              <td colspan="2">23.06 (1.02)</td>
              <td colspan="2">23.02 (1.07)</td>
              <td>.85</td>
            </tr>
            <tr valign="top">
              <td colspan="3">Male, n (%)</td>
              <td colspan="2">33 (63)</td>
              <td colspan="2">34 (64)</td>
              <td>.94</td>
            </tr>
            <tr valign="top">
              <td colspan="3">GPA<sup>a</sup>, range 0.00-4.00, mean (SD)</td>
              <td colspan="2">3.33 (0.32)</td>
              <td colspan="2">3.33 (0.38)</td>
              <td>.97</td>
            </tr>
            <tr valign="top">
              <td colspan="3">CPR<sup>b</sup> member experience, n (%)</td>
              <td colspan="2">38 (73)</td>
              <td colspan="2">42 (79)</td>
              <td>.61</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>Knowledge pretest score, mean (SD)</bold>
              </td>
              <td colspan="2">
                <break/>
              </td>
              <td colspan="2">
                <break/>
              </td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Algorithm knowledge test</td>
              <td colspan="2">7.19 (3.02)</td>
              <td colspan="2">8.17 (3.17)</td>
              <td colspan="2">.11</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>General knowledge test</td>
              <td colspan="2">12.54 (2.90)</td>
              <td colspan="2">12.79 (3.04)</td>
              <td colspan="2">.66</td>
            </tr>
            <tr valign="top">
              <td colspan="3">Pretraining CPR confidence (1-10), mean (SD)</td>
              <td colspan="2">3.04 (2.06)</td>
              <td colspan="2">3.17 (2.27)</td>
              <td>.86</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="table1fn1">
            <p><sup>a</sup>GPA: grade point average.</p>
          </fn>
          <fn id="table1fn2">
            <p><sup>b</sup>CPR: cardiopulmonary respiration.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>Students in the game group performed better on the ALS algorithm knowledge posttest than those in the control group (17.22 [SD 1.93] vs 16.60 [SD 1.97], <italic>P</italic>=.01; adjusted mean difference [AMD] 0.93; 95% CI 0.21 to 1.66). They also had a higher pass rate on the skill test (79% vs 66%, <italic>P</italic>=.09; adjusted odds ratio [AOR] 2.22; 95% CI 0.89 to 5.51) and indicated greater confidence in performing CPR (7.87 [SD 1.05] vs 7.85 [SD 2.26], <italic>P</italic>=.51; 95% CI –0.45 to 0.92; <xref ref-type="table" rid="table2">Table 2</xref>). However, these differences were not statistically significant. Students also indicated high satisfaction with the game (9.02 [SD 1.11] out of 10). The correlations between pre- and posttraining game scores and knowledge scores are shown in <xref rid="figure3" ref-type="fig">Figures 3</xref> and <xref rid="figure4" ref-type="fig">4</xref>. There was little correlation between pretraining game and pretest scores (<italic>P</italic>=.01, <italic>r</italic>=.37; <xref rid="figure3" ref-type="fig">Figure 3</xref>).</p>
      <p>Student attitudes and perceptions regarding Resus Days are summarized in <xref ref-type="table" rid="table3">Table 3</xref>. Most students were satisfied with the game and indicated that it helped them memorize the CPR algorithm and drug dosages and increased their confidence in making decisions.</p>
      <table-wrap position="float" id="table2">
        <label>Table 2</label>
        <caption>
          <p>Comparison of learning outcomes between the game group and control group.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="340"/>
          <col width="150"/>
          <col width="170"/>
          <col width="230"/>
          <col width="80"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Characteristic</td>
              <td>Game group (n=52)</td>
              <td>Control group (n=53)</td>
              <td>AMD<sup>a</sup>/AOR<sup>b</sup> (95% CI)</td>
              <td><italic>P</italic> values</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="2">
                <bold>Algorithm knowledge score, mean (SD)</bold>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Posttest score<sup>c</sup></td>
              <td>17.33 (1.93)</td>
              <td>16.60 (1.97)</td>
              <td>0.93 (0.21 to 1.66)<sup>a</sup></td>
              <td>.01</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Score improvement (post-pre)</td>
              <td>10.13 (3.00)</td>
              <td>8.43 (3.10)</td>
              <td>—</td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td colspan="2">
                <bold>General knowledge score</bold>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Posttest score<sup>d</sup>, mean (SD)</td>
              <td>22.88 (2.49)</td>
              <td>23.45 (2.89)</td>
              <td>–1.69 (–6.11 to 2.72)<sup>a</sup></td>
              <td>.45</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Score improvement (post-pre), mean (SD)</td>
              <td>10.35 (3.00)</td>
              <td>10.66 (3.63)</td>
              <td>—</td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>ALS<sup>e</sup> skill test pass<sup>f</sup>, n (%)</td>
              <td>41 (79)</td>
              <td>35 (66)</td>
              <td>2.22 (0.89 to 5.51)<sup>b</sup></td>
              <td>.09</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>CPR<sup>g</sup> confidence<sup>d</sup> (postcourse), mean (SD)</td>
              <td>7.87 (1.05)</td>
              <td>7.85 (2.26)</td>
              <td>0.23 (–0.45 to 0.92)<sup>a</sup></td>
              <td>.51</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="table2fn1">
            <p><sup>a</sup>AMD: adjusted mean difference.</p>
          </fn>
          <fn id="table2fn2">
            <p><sup>b</sup>AOR: adjusted odds ratio.</p>
          </fn>
          <fn id="table2fn3">
            <p><sup>c</sup>Analysis of covariance model adjusted for baseline measurement.</p>
          </fn>
          <fn id="table2fn4">
            <p><sup>d</sup>Analysis of covariance model adjusted for baseline measurement and interaction.</p>
          </fn>
          <fn id="table2fn5">
            <p><sup>e</sup>ALS: Advanced Life Support.</p>
          </fn>
          <fn id="table2fn6">
            <p><sup>f</sup>Binary logistic regression (adjusted for grade point average, sex, and knowledge pretest score).</p>
          </fn>
          <fn id="table2fn7">
            <p><sup>g</sup>CPR: cardiopulmonary resuscitation.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <fig id="figure3" position="float">
        <label>Figure 3</label>
        <caption>
          <p>Correlation between game score before Advanced Life Support training and knowledge pretest score was low (<italic>P</italic>=.01, r=.37).</p>
        </caption>
        <graphic xlink:href="jmir_v22i3e16987_fig3.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure4" position="float">
        <label>Figure 4</label>
        <caption>
          <p>Correlation between game score post-Advanced Life Support training and knowledge posttest score was low (<italic>P</italic>=.07, r=.25).</p>
        </caption>
        <graphic xlink:href="jmir_v22i3e16987_fig4.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <table-wrap position="float" id="table3">
        <label>Table 3</label>
        <caption>
          <p>Participant attitudes and perceptions regarding Resus Days based on a score of 1=strongly disagree to 10=strongly agree.</p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="30"/>
          <col width="740"/>
          <col width="230"/>
          <thead>
            <tr valign="top">
              <td colspan="2">Attitudes and perceptions</td>
              <td>Participant in game group (n=52)</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td colspan="2">Overall satisfaction with Resus Days, median (IQR<sup>a</sup>)</td>
              <td>9 (8-10)</td>
            </tr>
            <tr valign="top">
              <td colspan="2">Resus Days helped improve my CPR<sup>a</sup> knowledge, median (IQR)</td>
              <td>9 (8-10)</td>
            </tr>
            <tr valign="top">
              <td colspan="3">
                <bold>If you think game helped improve your ALS<sup>a</sup> knowledge, please specify a reason (students could select more than one answer; n=62), n(%)</bold>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>The game helped me become familiar with cardiac arrest scenarios</td>
              <td>15 (24)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>The game emphasized critical points in the ALS algorithm</td>
              <td>13 (21)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Repeatedly playing the game helped me memorized the CPR algorithm and correct medication dosages</td>
              <td>10 (16)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>The game improved my decision-making ability and made me more confident</td>
              <td>7 (11)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Other</td>
              <td>17 (27)</td>
            </tr>
            <tr valign="top">
              <td colspan="2">
                <bold>Suggestions for improving the game, n</bold>
                <bold>(%)</bold>
              </td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Create more scenarios (eg, postcardiac arrest care, myocardial infarction)</td>
              <td>22 (42)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Make changes with regard to gameplay</td>
              <td>6 (12)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Allow the player to choose the drug doses</td>
              <td>5 (10)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Bug fixes</td>
              <td>2 (4)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Other</td>
              <td>4 (8)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>None</td>
              <td>13 (25)</td>
            </tr>
            <tr valign="top">
              <td colspan="2">
                <bold>Frequency of playing any other online games, n</bold>
                <bold>(%)</bold>
              </td>
              <td>
                <break/>
              </td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>1 day per week</td>
              <td>14 (27)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Every day</td>
              <td>12 (23)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>&#60;1 day per week</td>
              <td>11 (21)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Every 2 to 3 days</td>
              <td>8 (15)</td>
            </tr>
            <tr valign="top">
              <td>
                <break/>
              </td>
              <td>Never</td>
              <td>7 (14)</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="table3fn1">
            <p><sup>a</sup>IQR: interquartile range.</p>
          </fn>
          <fn id="table3fn2">
            <p><sup>b</sup>CPR: cardiopulmonary resuscitation.</p>
          </fn>
          <fn id="table3fn3">
            <p><sup>c</sup>ALS: Advanced Life Support.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>ALS certification is mandatory for all medical students entering their clinical years. This study demonstrates the merits of using a serious video game to augment ALS knowledge, especially regarding the ALS algorithm. In addition, the game group had a higher pass rate on the ALS skill test and indicated greater satisfaction with their training.</p>
        <p>Previous studies have also examine the effectiveness of games in helping students practice their resuscitation skills. Creutzfeldt et al [<xref ref-type="bibr" rid="ref18">18</xref>], for example, conducted a study that evaluated the efficacy of game technology as part of a pre-BLS training program for medical students, which led to improved BLS knowledge and performance. These improvements were associated with adherence to the guidelines, which resulted in students performing chest compressions with the appropriate frequency. However, that study had a limited sample size, and its findings required confirmation. Our findings are consistent with those of Creutzfeldt et al [<xref ref-type="bibr" rid="ref18">18</xref>], but we had a larger sample size and applied game-based learning to training in ALS, which has a more complicated algorithm. The game group exhibited clear improvement with regard to ALS algorithm knowledge. They also demonstrated improvements in terms of skill, but not to a statistically significant extent.</p>
        <p>Several studies have reported beneficial effects of game-based training on medical student learning outcomes [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref21">21</xref>-<xref ref-type="bibr" rid="ref23">23</xref>]. A large number of the medical students in our study had positive attitudes about Resus Days, indicating that the game helped them become more familiar with various cardiac arrest scenarios prior to the ALS training course. These findings are in line with those of a study by Cheng et al [<xref ref-type="bibr" rid="ref22">22</xref>], which found that game-based learning helped learners develop a holistic understanding of scientific concepts. Furthermore, some students stated that playing the game helped them memorize the CPR algorithm and medications. This may be due to improvements in cognitive function as a result of repetitive playing. Step-by-step game playing, in which scenarios become increasingly complicated, has been shown to stimulate critical thinking and increase engagement [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref21">21</xref>].</p>
        <p>Another interesting finding was the low correlation between student game scores and their knowledge scores. This can be explained by the fact that some students may not have been familiar with the game mechanics at first, resulting in them getting low scores despite being knowledgeable about ALS and having good pretest or posttest scores. Because of this, we do not recommend using a player’s game score as a substitute for traditional testing. However, regardless of players’ scores, their knowledge was significantly improved by playing the game. This is partially because the game provided the correct answers at the end of each scenario even if the player failed.</p>
        <p>Several methods have been proposed to prepare trainees before attending ALS training courses. We found that engaging in game-based preparation prior to precourse ALS lectures (consisting of precourse algorithm rehearsal and lectures accompanied by Microsoft PowerPoint slides or lecture notes) was more beneficial than conventional precourse lectures alone. Although it was only an add-on intervention, the observed benefits demonstrated the ability of gamified training to improve a complicated medical course.</p>
        <p>Most of the studies that have demonstrated the benefits of game-based learning have been conducted in high-income countries [<xref ref-type="bibr" rid="ref20">20</xref>]. This study, however, was conducted in a low-middle income country and found that, even in this setting, game-based learning was practical and effective. In the near future, this may be used to help train large numbers of medical students or personnel in remote areas who have little or no access to traditional classroom-based lectures. However, if game-based learning is to replace conventional ALS lectures, a randomized controlled trial using a well-designed game may be necessary.</p>
      </sec>
      <sec>
        <title>Strengths and Limitations</title>
        <p>One strength of our study is that it is the first to demonstrate the effectiveness of ALS pretraining using a smartphone game and addresses the feasibility of gamified learning in training students to treat highly complicated medical conditions. Second, we used a game that is available in an online store and therefore available to anyone with access to a compatible device. Although previous studies have developed their own games as tools for research [<xref ref-type="bibr" rid="ref15">15</xref>,<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref19">19</xref>], the initial design of such a study is costly and time consuming. Moreover, using a custom game specifically developed for a particular study would limit its generalizability. Third, as our study was a randomized controlled trial, differences in baseline characteristics between students in the game and control groups were limited. Finally, we performed a comparison of gamified learning with a standard ALS training course that was provided by certified CPR providers and that met international standards.</p>
        <p>However, our study also had some potential limitations. First, this was a single-center study, which limits the generalizability of the results. Second, we evaluated students based on their knowledge scores, which are imperfect indicators of how someone will perform in real-world scenarios. Third, the sample size was only large enough to evaluate student knowledge scores and not their results on the ALS skill test. Fourth, most of the participants in this study were medical students who were familiar with smartphone games. It is unclear how effective this kind of gamified learning would be in an older population such as senior doctors. Fifth, the students in the game group were assigned to play Resus Days for 1 hour before attending the lecture and were allowed to play as much as they wished during the training course; however, we did not have specific protocol and did not collect any data regarding the frequency of gameplay during the 2-day training. Finally, the content in this game was developed by an individual physician based on standard guidelines, not by a content expert or trusted organization.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>Our results demonstrate that incorporating a serious smartphone game (Resus Days) in medical students’ ALS training leads to better algorithm knowledge scores than conventional training alone. In addition, students in the game group indicated high satisfaction with their training. Although there was no significant difference between the two groups in terms of their pass rates on the ALS skills test, those who trained using the serious game tended to do better.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Knowledge test.</p>
        <media xlink:href="jmir_v22i3e16987_app1.pdf" xlink:title="PDF File  (Adobe PDF File), 459 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>Skill tests.</p>
        <media xlink:href="jmir_v22i3e16987_app2.pdf" xlink:title="PDF File  (Adobe PDF File), 364 KB"/>
      </supplementary-material>
      <supplementary-material id="app3">
        <label>Multimedia Appendix 3</label>
        <p>Questionnaire given to intervention group (adapted from original questionnaire in Thai language).</p>
        <media xlink:href="jmir_v22i3e16987_app3.pdf" xlink:title="PDF File  (Adobe PDF File), 95 KB"/>
      </supplementary-material>
      <supplementary-material id="app4">
        <label>Multimedia Appendix 4</label>
        <p>Resus Days screenshots.</p>
        <media xlink:href="jmir_v22i3e16987_app4.pdf" xlink:title="PDF File  (Adobe PDF File), 906 KB"/>
      </supplementary-material>
      <supplementary-material id="app5">
        <label>Multimedia Appendix 5</label>
        <p>CONSORT-EHEALTH checklist (V1.6.1).</p>
        <media xlink:href="jmir_v22i3e16987_app5.pdf" xlink:title="PDF File  (Adobe PDF File), 576 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">ALS</term>
          <def>
            <p>Advanced Life Support</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">AMD</term>
          <def>
            <p>adjusted mean difference</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">AOR</term>
          <def>
            <p>adjusted odds ratio</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">BLS</term>
          <def>
            <p>Basic Life Support</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">CPR</term>
          <def>
            <p>cardiopulmonary resuscitation</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">OHCA</term>
          <def>
            <p>out-of-hospital cardiac arrest</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>We would like to thank Dr Rath Panyowat, who developed Resus Days. We would like to express our gratitude to Associate Professor Virat Klungboonkrong, Associate Professor Boonsong Patjanasoontorn, and Associate Professor Pattarapong Makarawate at the CPR training unit at Khon Kaen University Faculty of Medicine’s Srinagarind Hospital for their advice and assistance in project coordination. Finally, we thank Dr Dylan Southard, Associate Professor Chulathida Chomchai, and Professor Timothy E O’Brien for English manuscript editing. This study was funded by a grant from the Faculty of Medicine, Khon Kaen University, Thailand (grant number IN62216).</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>PP conceived the study, designed the trial, obtained research funding, recruited participants, and managed the data. SP conceived the study, recruited participants, managed the data, and drafted the manuscript. SC and SM recruited participants. PK and KA drafted the manuscript. TM takes responsibility for the paper as a whole, and all authors contributed substantially to its revision.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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