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  <front>
    <journal-meta>
      <issn pub-type="ppub">1613-0073</issn>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Neonatal Resuscitation Course: Integrating High-Fidelity Simulation and Novapp for Enhanced Performance Evaluation</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Massimo Canonico</string-name>
          <email>massimo.canonico@uniupo.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Roberta Cinquatti</string-name>
          <email>roberta.cinquatti@gmail.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Stefania Montani</string-name>
          <email>stefania.montani@uniupo.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Davide Spatola</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Manuel Striani</string-name>
          <email>manuel.striani@uniupo.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Workshop</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Computer Science Institute - DiSIT, University of Piemonte Orientale</institution>
          ,
          <addr-line>15121 Alessandria</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Unit of Pediatrics, Maggiore della Carità University Hospital, University of Piemonte Orientale</institution>
          ,
          <addr-line>Novara</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>This paper presents a course on neonatal resuscitation training, focusing on the use of high-fidelity simulations to enhance the practical skills of healthcare professionals in managing critical newborn emergencies. The course emphasizes improving technical/non abilities, decision-making, and team working through realistic scenarios, helping participants build confidence and competence. Additionally, the course integrates the mobile app Novapp, which is used to evaluate pediatric residents' performance during the simulation sessions. The app provides real-time feedback and assessments, contributing to continuous improvement in neonatal resuscitation skills and overall patient outcomes.</p>
      </abstract>
      <kwd-group>
        <kwd>Education AI in healthcare</kwd>
        <kwd>Personalized learning</kwd>
        <kwd>Neonatal Simulation course</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction and Motivations</title>
      <p>CEUR</p>
      <p>ceur-ws.org
course provides a comprehensive learning experience that not only strengthens clinical skills but also
ensures continuous development through personalized feedback.</p>
      <p>This paper describes the neonatal resuscitation simulation course, highlighting the use of high-fidelity
simulation and the Novapp mobile app for evaluation. Together, these tools ofer a robust framework
for medical personnel to gain the hands-on experience and confidence needed to improve neonatal
resuscitation outcomes.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Course structure summary</title>
      <p>
        The course begins with an overview of the principles of neonatal resuscitation according to the latest
American Heart Association guidelines [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ], followed by a pre-simulation briefing to familiarize
participants with protocols and the use of the Novapp mobile app for performance evaluation. High-fidelity
simulation sessions are conducted in realistic delivery room scenarios, focusing on technical/non
technical skills, decision-making, communication, and teamwork. After each session, participants
receive immediate feedback through debriefing and Novapp assessments. The course includes repeat
simulations to refine technical/non-skills and concludes with a final evaluation, ofering certification
upon successful completion. This structure ensures continuous learning and improvement in neonatal
care.
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Case-Scenario: an Overview</title>
      <p>During one of the simulation sessions, a critical scenario is presented: the newborn is apnoic immediately
after birth, requiring immediate resuscitation. The residents, divided into small groups, must manage the
situation under time pressure, performing tasks such as airway clearance, positive pressure ventilation,
chest compressions, administration of medications (such as adrenaline) and fluids. They are expected
to demonstrate teamwork, communication, and quick decision-making.</p>
      <p>Patient Information:
• Background: the trainees are called to attend an emergency cesarean delivery due to umbilical
cord prolapse. Cardiotocographic tracing showed fetal bradycardia.
• Gestational age: 40 weeks
• Weight: 3 kg
• Apgar score at 1 minute: 1 (Appearance: cianotic, Pulse: &lt;60 bpm, Grimace: no response to
stimulation, Muscle tone: none, Respiration: apnoic)</p>
      <p>Despite starting positive pressure ventilation, performing corrective ventilation and placing an
advanced airway, the heart rate does not improve. Therefore, residents should continue the neonatal
resuscitation algorithm with cardiac massage, adrenaline administration, and fluids. Only after the
administration of a fluid bolus, if the previous actions have been performed correctly, does the newborn
improve permanently.</p>
      <p>Simpler scenarios in which it is not necessary to perform the entire neonatal resuscitation algorithm
are also available.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Novapp as a Learning Support Tool</title>
      <p>The developed application is designed for Android devices, both smartphones and tablets, and is aimed
at healthcare professionals for neonatal resuscitation simulation. It ofers the possibility to access either
as guests or through authentication with personal credentials. To facilitate learning in an educational
context, users can choose between four simulation scenarios with increasing dificulty levels.</p>
      <p>Each simulation records the timing and sequence of taken actions(this activity is shown in Figure 1),
and through a specific algorithm, penalties are assigned based on the performed actions. This helps
to identify the team’s strengths and weaknesses during the simulation. It is also possible to navigate
back and forth between diferent screens, ofering great flexibility in use. At the end of each session,
a detailed report is generated, assigning a score based on the operations that were carried out. The
report (shown in Figure 3) includes two types of assessments: one is related to the technical operations
performed during the simulation, and the other evaluates non-technical skills (Figure 2)). During the
debriefing phase, participants can compare the results across the various groups that took part in the
simulation, encouraging reflection on performance and areas for improvement.</p>
      <sec id="sec-4-1">
        <title>Simulation Room</title>
        <p>
          An immersive room is used, i.e. an advanced simulation room (shown in Figure 4) with an audio
and video system for recording and streaming, which reproduces the hospital room where neonatal
resuscitation is performed. The instructors and control technicians observe the simulation from the
control room behind a one-way glass (Figure 4-left), without being seen by the trainees, where they
manage the simulator’s actions. The SimNewB high-fidelity neonatal manikin [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] (Figure 4-right),
manufactured by Laerdal1 and designed in collaboration with the American Academy of Pediatrics,
is used as a neonatal simulator. SimNewB is a neonatal manikin with realistic features and complete
feedback; it is equipped with an airway that allows the use of positive pressure ventilation devices and
the placement of endotracheal tubes and a laryngeal mask, a lung compliance that can be modified by
the instructor with a realistic variable chest lift, a pervious umbilicus with realistic pulsations that can
be catheterised for the insertion of an umbilical catheter, and the possibility of inserting an intraosseous
access in both legs. The room is equipped with a neonatal island, ventilation devices (T-piece,
flowdependent balloon, self-expanding balloon), a monitor with cables and electrodes for ECG and saturation
1https://laerdal.com/it/products/simulation-training/obstetrics--paediatrics/simnewb/
tracing, advanced airway management equipment such as laryngoscopes, endotracheal tubes, laryngeal
mask, peripheral venous access, umbilical and intraosseous access equipment, emergency medicines
such as adrenaline and fluids, stethoscope.
4.1. Debriefing Session and Personalized Learning Plan
At the end of the simulation, we move to a room where the debriefing takes place. The debriefing
provides a method of reflection on the practical part and is the crucial moment in the learning process
in the simulation. It is generally conducted using the ‘facilitator-guided post-event debriefing’ method:
the debriefing conversation takes place after the simulation scenario and is led by the instructor who
acts as the facilitator of the debriefing [
          <xref ref-type="bibr" rid="ref8">8</xref>
          ]. The strengths and weaknesses of the group in the simulation
are discussed together with the instructor. The trainees reflect on what they did correctly and what
they would change in the future in a similar scenario.
        </p>
      </sec>
      <sec id="sec-4-2">
        <title>Discussion Points</title>
        <p>• Critical Factors in the Scenario
• Key Learning Objectives
• Outcome and Prognosis
• Technical/Non-technical Skills
• Teamwork and Communication</p>
        <p>Thanks to the use of Novapp, a performance report is available immediately to provide objective
feedback to course participants. Novapp provides data on the timing at which maneuvers were performed
and the agreement with the algorithm. Having this data limits the personal bias of the instructor’s
subjective perception. A further strength of Novapp is the assessment part on non-technical skills, which
are assessed using the validated ANTS scale (Figure 2). To our knowledge, Novapp is the first system
that integrates assessment of technical and non-technical skills in neonatal resuscitation. Because of the
extreme importance of non-technical skills in ensuring better neonatal outcomes, it is of great benefit to
the instructor to have a tool that allows for a systematic and standardised assessment of non-technical
skills, so that they can be discussed accurately in the debriefing and identify strengths and weaknesses
of the team that need more work.</p>
        <p>After the debriefing session, a customized learning plan is drawn up for each student, adapted to the
feedback received. This plan includes:
Targeted Exercises: Specific sessions are organized to teach technical skills (mask ventilation,
intubation and advanced airway management, cardiac massage, how to find vascular access in an
emergency, emergency drugs and fluids administration) in which trainees can learn the correct technique
for performing these technical gestures and practice them repeatedly under the supervision of an
instructor, using medium and high-fidelity manikins. After the drill, short simulations are practiced
aimed at using the acquired skill. Depending on the outcome of the simulation, trainees are invited to
participate in one or more specific simulation sessions to acquire the skills.</p>
        <p>To improve teamwork, communication and other non-technical skills, group activities are organised
under the guidance of a psychologist in which trainees are invited to participate.</p>
        <p>Progress Tracking: Through the use of Novapp, the performance of the group over time in
subsequent simulations is tracked, both in terms of overall assessment on the outcome of the patient in
simulation and in terms of assessment of specific skills. It is possible to assess by how much time
positive pressure ventilation was initiated, performance of corrective ventilation and administration of
efective ventilation, proper placement of endotracheal tube or laryngeal mask, the correct execution of
cardiac massage, and the correct administration of drugs and fluids over the course of the simulations.
It is also possible to compare how group work, task management, situational awareness and decision
making have improved over time within a group consisting of the same members. This assesses whether
as a result of performing the target exercises, trainees have improved performance.
Video Replay The simulation is conducted in an immersive room equipped with an audio/video
system for recording and streaming. In the next simulations we would like to show the video recording
to the residents. This will allow them to review the simulation so that they can visually link their
actions with the feedback they receive and better understand where they need to improve.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Discussion and Conclusion</title>
      <p>The immersive environment used in this course, complete with audiovisual systems for recording and
streaming, enhances the realism of the simulations. By replicating a Neonatal Intensive Care Unit
(NICU) or delivery room with advanced manikins like SimNewB, participants experience a level of
engagement that surpasses traditional classroom-based education. This setup also allows for video
replay of simulation sessions, ofering an invaluable tool for participants to revisit their performance
during the debriefing process.</p>
      <p>This real-time, immersive feedback loop - simulated practice, immediate evaluation through Novapp,
structured debriefing, and targeted follow-up exercises - represents a powerful pedagogical model.
It aligns with adult learning principles, which emphasize experiential learning, self-reflection, and
practice-based improvement. The ability to link theory directly to practice within a highly realistic
setting ensures that participants not only understand neonatal resuscitation protocols but can also apply
them confidently in real-life emergencies. The Neonatal Resuscitation Course described in this paper,
ofers a forward-thinking model for improving both the technical and non-technical competencies of
healthcare professionals. By integrating high-fidelity simulation with Novapp, the course provides
a comprehensive learning experience that efectively prepares medical personnel to manage critical
neonatal emergencies. The combination of realistic, high-pressure scenarios and the objective, real-time
feedback from Novapp helps to ensure that participants develop both the procedural fluency and
the decision-making skills necessary for optimal neonatal care. The structured feedback ofered by
Novapp, particularly its emphasis on technical and non-technical skills, is a critical innovation, providing
participants with a clear roadmap for continuous improvement. By standardizing the assessment process
and ofering personalized learning plans, this course addresses many of the limitations inherent in
traditional medical training. The result is a highly efective, learner-centered approach that fosters both
confidence and competence among neonatal care providers.</p>
      <p>Moving forward, the potential applications of such integrated learning models are immense.
Expanding the use of technology-driven assessment tools like Novapp across other medical disciplines could
significantly improve training outcomes and, by extension, patient care. Additionally, the inclusion
of video replay and other immersive elements in the simulation, could further enhance the reflective
learning process, allowing for deeper insights into both individual and team performance.</p>
      <p>Furthermore, the app’s progress-tracking feature, allows participants to monitor their improvement
over time. By reviewing their performance across multiple simulation sessions, participants can visualize
their development in specific areas, such as performing positive pressure ventilation, intubation, or
administering emergency drugs within the recommended timeframes. This longitudinal tracking of
progress reinforces continuous learning and improvement, ensuring that participants refine their skills
long after the course concludes.</p>
      <p>Ultimately, this course contributes meaningfully to the field of medical education, ofering a replicable
framework for the next generation of healthcare professionals to deliver better care in the most critical
moments of neonatal resuscitation.</p>
    </sec>
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