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<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
<issn pub-type="epub">2296-858X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fmed.2025.1665160</article-id>
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<subject>Medicine</subject>
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<subject>Review</subject>
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<title-group>
<article-title>Elevating surgical outcomes: a comprehensive analysis of innovative nursing practices in intraoperative care across diverse specialties</article-title>
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<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Ling</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zuo</surname> <given-names>Huanying</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Yongmei</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Qian</surname> <given-names>Chengcheng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Anesthesiology and Perioperative Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University</institution>, <addr-line>Jinan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Asthma Center, Children&#x00027;s Hospital Affiliated to Shandong University</institution>, <addr-line>Jinan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Anesthesia and Surgery, Zibo Central Hospital</institution>, <addr-line>Zibo</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Martina Giusti, University of Florence, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yari Longobucco, University of Florence, Italy</p>
<p>Silvio Quirini, IRCCS University Hospital of Bologna, Italy</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Chengcheng Qian <email>Q18764008169&#x00040;outlook.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1665160</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Guo, Zuo, Sun and Qian.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Guo, Zuo, Sun and Qian</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The landscape of surgical care is undergoing a profound transformation, driven by rapid advancements in technology and a persistent focus on enhancing patient outcomes. At the forefront of this evolution are innovative nursing practices within the intraoperative setting, which are proving instrumental in elevating patient safety, optimizing operational efficiency, and significantly reducing complications across a spectrum of surgical specialties. This report provides a comprehensive analysis of these cutting-edge nursing interventions from the foundational principles of perioperative care to the integration of advanced technologies such as Artificial Intelligence (AI), robotics, virtual reality, and personalized medicine. Perioperative nurses, traditionally recognized for their critical roles in maintaining sterile environments and advocating for patient wellbeing, are now embracing expanded responsibilities as technological integrators, data interpreters, and champions of evidence-based protocols such as Enhanced Recovery After Surgery (ERAS). The adoption of these innovative practices has led to demonstrable improvements, including shorter hospital stays, reduced opioid consumption, and decreased complication rates. However, the path to widespread adoption is not without its challenges, encompassing human factors such as resistance to change, organizational barriers such as insufficient resources, and technical complexities related to data accuracy and regulation. To fully harness the potential of innovative intraoperative nursing, healthcare organizations must strategically invest in continuous, accessible training programs that balance technological proficiency with core nursing judgment. Cultivating a culture that empowers nurse-led innovation, prioritizes human-centered technology design, and strengthens multidisciplinary collaboration is paramount. Furthermore, a commitment to evidence-based implementation and addressing health equity in technology access will ensure that advancements benefit all patients and that the nursing profession continues to thrive as a vital force in shaping the future of surgical care.</p></abstract>
<kwd-group>
<kwd>intraoperative nursing</kwd>
<kwd>surgical innovation</kwd>
<kwd>perioperative care</kwd>
<kwd>healthcare technology</kwd>
<kwd>patient outcomes</kwd>
</kwd-group>
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<ref-count count="145"/>
<page-count count="13"/>
<word-count count="10569"/>
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<meta-name>section-at-acceptance</meta-name>
<meta-value>Healthcare Professions Education</meta-value>
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</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Surgical care, a cornerstone of modern medicine, relies fundamentally on the meticulous and dynamic contributions of the intraoperative nursing team. As medical science and technology advance at an unprecedented pace, the role of these highly skilled professionals is continuously evolving, moving beyond traditional responsibilities to embrace innovative practices that directly influence patient outcomes (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). This report delves into the transformative impact of these innovations, highlighting how perioperative nurses are not merely adapting to change but are actively driving improvements in patient safety, operational efficiency, and complication reduction across a diverse array of surgical specialties. Innovative nursing practices in intraoperative care are characterized by the proactive pursuit and development of novel methods, technologies, and tools aimed at promoting health, preventing diseases, and enhancing the overall quality of patient care (<xref ref-type="bibr" rid="B3">3</xref>). This extends beyond mere adoption of new tools; it involves critical thinking by nurses on the front lines, who are uniquely positioned to identify more efficient processes or repurpose existing items for alternate uses, thereby improving clinical practice (<xref ref-type="bibr" rid="B4">4</xref>). To ground this analysis, we acknowledge the foundational definition of the intraoperative nurse provided by organizations such as the Association of periOperative Registered Nurses (AORN) (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). However, the role has expanded far beyond traditional duties. It is now defined by an internationally recognized competency profile that demands adept teamwork, sophisticated technology integration, and advanced critical decision-making to manage the complex, high-stakes surgical environment (<xref ref-type="bibr" rid="B7">7</xref>&#x02013;<xref ref-type="bibr" rid="B10">10</xref>). These evolving competencies, which will be detailed further in this report, establish the intraoperative nurse not just as a caregiver but as a clinical leader and safety integrator. This perspective suggests that innovation is not a sporadic event or an optional add-on but rather a fundamental, ongoing requirement for contemporary nursing practice. For perioperative nursing to remain at the cutting edge and continuously improve patient care, fostering an environment where nurses are encouraged to actively seek and implement novel solutions is essential. This requires a shift in mindset, moving away from viewing innovation as an isolated project and toward embedding it as a core competency within nursing education and professional development programs from the outset. The observation that there is a lagging innovation ability among clinical nurses&#x00027; points to a systemic gap that necessitates addressing through structured education and dedicated time for collaborative problem-solving and brainstorming (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Perioperative nurses function as integral members of the surgical team, engaging in close collaboration with surgeons, anesthesiologists, and surgical technologists to deliver seamless and coordinated care (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). During the intraoperative phase, their expertise is crucial in ensuring that all safety protocols are rigorously followed, that communication among team members is fluid and effective, and that patient rights and preferences are respected, particularly when the patient is under anesthesia and unable to self-advocate (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B12">12</xref>). In this high-stakes environment, even with advanced technology, the unique human roles of vigilance, advocacy, and ethical oversight performed by nurses become even more critical. Nurses serve as a vital &#x0201C;human firewall&#x0201D; against potential errors, ensuring that technological advancements enhance care quality without diminishing the essential human element of patient safety and individualized attention. This highlights a crucial need for training programs that not only impart technological proficiency but also reinforce core nursing principles, ensuring a balanced approach to advanced surgical care.</p>
<p>This manuscript is a comprehensive narrative review designed to synthesize and analyze the existing literature on innovative nursing practices in intraoperative care. A structured literature search was conducted to identify relevant articles, guidelines, and reports.</p>
</sec>
<sec id="s2">
<title>2 Methodology</title>
<sec>
<title>2.1 Search strategy and data sources</title>
<p>We searched several major electronic databases, including PubMed/MEDLINE, CINAHL (Cumulative Index to Nursing and Allied Health Literature), Scopus, and Google Scholar. The search was conducted to identify literature published between January 2010 and July 2025 to ensure a focus on contemporary and innovative practices. The search strategy employed a combination of keywords and Medical Subject Headings (MeSH) terms using Boolean operators (AND, OR). Key search terms included (&#x0201C;intraoperative nursing&#x0201D; OR &#x0201C;perioperative nursing&#x0201D; OR &#x0201C;theater nurse&#x0201D;) AND (&#x0201C;innovation&#x0201D; OR &#x0201C;technology&#x0201D; OR &#x0201C;advanced practice&#x0201D; OR &#x0201C;evidence-based practice&#x0201D;) AND (&#x0201C;surgical outcomes&#x0201D; OR &#x0201C;patient safety&#x0201D; OR &#x0201C;surgical efficiency&#x0201D;). Additional targeted searches were performed for specific topics, such as &#x0201C;Artificial Intelligence in surgery,&#x0201D; &#x0201C;robotics in nursing,&#x0201D; &#x0201C;Enhanced Recovery After Surgery (ERAS),&#x0201D; and &#x0201C;virtual reality in nursing education.&#x0201D;</p>
</sec>
<sec>
<title>2.2 Inclusion and exclusion criteria</title>
<p>Articles were selected for inclusion based on the following criteria:</p>
<list list-type="bullet">
<list-item><p>Inclusion criteria: the inclusion criteria were as follows: (1) peer-reviewed original research, systematic reviews, narrative reviews, and professional guidelines; (2) direct relevance to nursing roles and practices within the intraoperative phase of surgical care; (3) focus on the implementation or impact of new technologies, protocols (e.g., ERAS), or innovative nursing roles; and (4) published in the English language.</p></list-item>
<list-item><p>Exclusion criteria: the exclusion criteria were as follows: (1) articles published before 2010; (2) studies focusing exclusively on preoperative or postoperative care without a clear link to intraoperative practices; (3) non-peer-reviewed content, dissertations, or conference abstracts without a subsequent full publication; and (4) articles not available in English.</p></list-item>
</list>
</sec>
<sec>
<title>2.3 Data synthesis</title>
<p>The selected literature was analyzed using a narrative synthesis approach. The information extracted from the articles was organized thematically according to the core topics of this review: foundational nursing principles, technological innovations [AI, robotics, virtual reality (VR)/augmented reality (AR), etc.], ERAS protocols, specialty-specific practices, and challenges to implementation. The findings were critically evaluated and integrated to construct a cohesive narrative that identifies key trends, quantifies impacts where data were available, and outlines future directions for intraoperative nursing. This approach allowed for a broad and comprehensive exploration of the topic from multiple perspectives.</p>
</sec>
</sec>
<sec id="s3">
<title>3 The core competency profile of the contemporary intraoperative nurse</title>
<p>Contemporary intraoperative nursing is defined by a multifaceted competency profile that moves beyond foundational safety duties to integrate advanced clinical and systemic responsibilities. This profile, which serves as the standard for practice in today&#x00027;s technologically driven surgical environments, is understood through key domains encompassing complex teamwork, systems coordination, and technology management. The competencies detailed below demonstrate the evolution of the nurse&#x00027;s role from a task-oriented focus to that of a clinical leader and safety integrator (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<sec>
<title>3.1 Foundational safety competencies</title>
<p>The bedrock of safe surgical practice is formed by several non-negotiable responsibilities: the meticulous setup and maintenance of the sterile field to prevent surgical site infections; the precise positioning of the client to prevent injury; and serving as the unwavering patient advocate to ensure safety and consent are verified when the patient is most vulnerable (<xref ref-type="bibr" rid="B15">15</xref>&#x02013;<xref ref-type="bibr" rid="B18">18</xref>).</p>
</sec>
<sec>
<title>3.2 Teamwork and systems coordination</title>
<p>Intraoperative nursing excellence requires seamless integration within the multidisciplinary team. Nurses are central to facilitating clear and structured communication, a competency exemplified by the nurse-led implementation of standardized handoff protocols such as SHRIMPS to ensure continuity of care during personnel changes (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B19">19</xref>). This extends to system-level coordination, where nurses play a pivotal role in implementing complex, evidence-based pathways such as ERAS. In this capacity, they coordinate actions across the entire surgical team to ensure adherence to protocols that accelerate recovery and reduce complications (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec>
<title>3.3 Critical decision-making and evidence-based practice</title>
<p>The dynamic operating room environment demands constant critical thinking, which is structured through a clear and synergistic relationship between the nursing process, evidence-based practice (EBP), and documentation. The nursing process (assessment, diagnosis, planning, implementation, and evaluation) serves as the foundational framework for critical thinking, providing a systematic method for delivering individualized care (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). This framework is then elevated by EBP, which informs every step of the process with the best available research, clinical expertise, and patient values (<xref ref-type="bibr" rid="B24">24</xref>). For example, when positioning a patient, the nurse uses the nursing process to assess risk, but it is EBP that guides them to select a specific, research-backed technique to prevent nerve damage (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Finally, meticulous intraoperative documentation serves as the indispensable record that captures the EBP-driven decisions made within the nursing process. This documentation provides legal proof of care, ensures continuity during handoffs, and supplies crucial data for quality improvement, making the entire cycle of thinking and action visible and verifiable (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Dynamic framework for evidence-based intraoperative nursing. This model illustrates the cyclical and interdependent relationship between core nursing functions aimed at achieving optimal patient outcomes. The nursing process provides the structured methodology for patient care. This process is continuously informed by EBP, which integrates the best research to guide clinical decisions. All actions and observations are captured through intraoperative documentation, which not only ensures legal and safety standards but also provides critical data for quality improvement, feeding back into and refining future EBP. This cyclical flow highlights that intraoperative nursing is a continuous process of action, validation, and improvement.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmed-12-1665160-g0001.tif">
<alt-text>Diagram illustrating the relationship between evidence-based practice, the nursing process, and intraoperative documentation. Evidence-based practice informs and guides the nursing process, which leads to records in intraoperative documentation. Intraoperative documentation provides data for evidence-based practice, forming a cyclical connection.</alt-text>
</graphic>
</fig>
</sec>
<sec>
<title>3.4 Technology integration</title>
<p>A defining competency of the contemporary intraoperative nurse is the ability to manage and integrate advanced technologies. This role has shifted from manual assistance to that of a technology manager, responsible for preparing robotic systems, handling patient-specific 3D-printed guides, and interpreting data from an array of digital sources (<xref ref-type="bibr" rid="B29">29</xref>&#x02013;<xref ref-type="bibr" rid="B31">31</xref>). As the subsequent sections will detail, this technological proficiency is not a separate skill but is woven into all other competencies to enhance surgical precision, improve efficiency, and elevate patient safety.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Technological innovations driving intraoperative care transformation</title>
<p>The integration of advanced technologies is fundamentally reshaping intraoperative nursing, moving beyond traditional methods to create more precise, efficient, and safer surgical environments. These innovations are not merely tools but are becoming integral partners in the delivery of patient care, demanding new skillsets and a collaborative approach from perioperative nurses (<xref ref-type="bibr" rid="B32">32</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Impact of key technologies on intraoperative nursing outcomes.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Technology</bold></th>
<th valign="top" align="left"><bold>Primary impact on surgical outcomes</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Artificial intelligence</td>
<td valign="top" align="left">Reduced risk of complications through predictive alerts; improved OR efficiency.</td>
</tr>
<tr>
<td valign="top" align="left">Robotics</td>
<td valign="top" align="left">Enhanced surgical precision; reduced blood loss and shorter recovery times.</td>
</tr>
<tr>
<td valign="top" align="left">VR and AR</td>
<td valign="top" align="left">Improved nurse proficiency and confidence; decreased surgical error rates.</td>
</tr>
<tr>
<td valign="top" align="left">Wearable Health Tech</td>
<td valign="top" align="left">Earlier detection of patient deterioration; more personalized fluid management.</td>
</tr>
<tr>
<td valign="top" align="left">3D printing</td>
<td valign="top" align="left">Improved anatomical fit of implants; reduced operative time.</td>
</tr>
<tr>
<td valign="top" align="left">Blockchain</td>
<td valign="top" align="left">Enhanced data security and integrity; seamless continuity of care.</td>
</tr></tbody>
</table>
</table-wrap>
<sec>
<title>4.1 AI and robotics</title>
<p>AI and robotics are revolutionizing perioperative nursing by enhancing efficiency and clinical decision-making (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>). A key application of AI is predictive analytics, which uses machine learning algorithms to analyze vast datasets and forecast potential adverse events. This empowers nurses to move from a reactive to a proactive model of care by identifying high-risk patients before complications arise (<xref ref-type="bibr" rid="B35">35</xref>). In practice, AI offers real-time decision support during surgery and helps optimize OR logistics such as scheduling and staff assignments, freeing nurses to focus on direct patient care (<xref ref-type="bibr" rid="B36">36</xref>&#x02013;<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>Robotic systems, often guided by AI, enhance surgical precision, minimize invasiveness, and reduce the administrative burden on nursing staff (<xref ref-type="bibr" rid="B39">39</xref>). For nurses, the integration of these technologies marks a shift from manual assistance to the role of a technology manager. Key responsibilities now include preparing robotic equipment, interpreting data from predictive models, and applying critical thinking to ensure that all technological recommendations align with the patient&#x00027;s holistic needs (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B39">39</xref>).</p>
</sec>
<sec>
<title>4.2 Virtual reality (VR) and augmented reality (AR)</title>
<p>VR and AR are transforming nursing education and patient experience. These immersive technologies provide realistic, risk-free training simulations, allowing nurses to practice complex procedures and enhance their clinical reasoning (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). For patients, VR can be used to reduce preoperative anxiety and manage postoperative pain (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). AR provides real-time information overlays during procedures, aiding in anatomical visualization and procedural guidance (<xref ref-type="bibr" rid="B44">44</xref>). The primary impact is improved nursing proficiency and enhanced patient safety through better training and a reduction in surgical errors (<xref ref-type="bibr" rid="B45">45</xref>).</p>
</sec>
<sec>
<title>4.3 Wearable health technologies</title>
<p>Wearable health technologies are creating a new continuum of patient data that directly impacts intraoperative nursing practice. While traditionally used for pre- and postoperative monitoring, these data provide a crucial baseline for the intraoperative period. The nurse can access a patient&#x00027;s pre-operative data from their personal wearable devices&#x02014;such as activity levels, sleep patterns, or baseline heart rate variability&#x02014;to create a more holistic and personalized intraoperative care plan (<xref ref-type="bibr" rid="B46">46</xref>). Furthermore, the emergence of intraoperative wearable sensors is creating a new stream of real-time data for which the nurse is responsible. These sensors can offer continuous monitoring of core body temperature, muscle oxygenation, or subtle hemodynamic shifts that may not be captured by standard monitors. The intraoperative nurse&#x00027;s role is to integrate this new data with traditional monitoring, interpret its clinical significance, and use it to anticipate needs and facilitate timely interventions (<xref ref-type="bibr" rid="B47">47</xref>&#x02013;<xref ref-type="bibr" rid="B49">49</xref>). This transforms the nurse&#x00027;s function from periodic data collection to the continuous, proactive surveillance of a data-rich patient, directly connecting wearable technology to intraoperative safety and outcomes (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x02013;<xref ref-type="bibr" rid="B52">52</xref>).</p>
</sec>
<sec>
<title>4.4 3D printing</title>
<p>3D printing enables the creation of patient-specific surgical guides and implants, shifting a portion of the surgical planning to the pre-operative phase (<xref ref-type="bibr" rid="B53">53</xref>&#x02013;<xref ref-type="bibr" rid="B55">55</xref>). However, this innovation places a critical and high-stakes responsibility on the intraoperative nurse, who functions as the final point of safety verification within the sterile field. The nurse&#x00027;s specific contribution involves more than just instrument management; it is a crucial safety intervention. They are responsible for meticulously cross-referencing the unique identifiers on the sterile 3D-printed device against the patient&#x00027;s records and the surgical plan immediately before use. By confirming this match and communicating it to the team, the nurse provides a definitive safeguard against a potential wrong-site, wrong-procedure, or wrong-implant error. This direct nursing action is indispensable for the safe and effective application of personalized surgical technology, directly linking their vigilance to improved surgical precision and patient outcomes (<xref ref-type="bibr" rid="B56">56</xref>&#x02013;<xref ref-type="bibr" rid="B58">58</xref>).</p>
</sec>
<sec>
<title>4.5 Blockchain technology</title>
<p>Blockchain technology enhances the security, integrity, and privacy of patient data by providing a decentralized and immutable ledger for health information (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>). For perioperative nurses, this means becoming familiar with advanced charting and documentation systems that leverage blockchain principles, ensuring that data are accurately recorded and securely accessible for continuity of care (<xref ref-type="bibr" rid="B61">61</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
</sec>
</sec>
<sec id="s5">
<title>5 Enhanced recovery after surgery (ERAS) protocols: a nursing imperative</title>
<p>ERAS protocols represent a paradigm shift in perioperative management, moving from traditional, fragmented care to a holistic, evidence-based, and patient-centered approach. These multimodal pathways are designed to reduce the physiological and psychological stress of surgery, thereby accelerating recovery and improving outcomes (<xref ref-type="bibr" rid="B62">62</xref>). Far from being a simple checklist, ERAS is a dynamic process where nurses play a central, coordinating role across the entire surgical journey (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<sec>
<title>5.1 The nurse&#x00027;s role across the ERAS continuum</title>
<p>The success of ERAS is critically dependent on nursing leadership and meticulous execution of specific interventions at each phase (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B63">63</xref>):</p>
<list list-type="order">
<list-item><p>Preoperative phase: the nurse&#x00027;s role begins well before surgery with crucial interventions such as patient education and counseling, nutritional optimization through protocols like carbohydrate loading, and promoting pre-habilitation (<xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B65">65</xref>).</p></list-item>
<list-item><p>Intraoperative phase: inside the operating room, the intraoperative nurse is key to maintaining the physiological balance that is central to ERAS. Their specific contributions include the following (<xref ref-type="bibr" rid="B66">66</xref>&#x02013;<xref ref-type="bibr" rid="B68">68</xref>):
<list list-type="simple">
<list-item><p>&#x025CB; Goal-directed fluid therapy: collaborating closely with the anesthesia team to maintain euvolemia (optimal fluid balance), preventing both dehydration and fluid overload, which are known to cause complications.</p></list-item>
<list-item><p>&#x025CB; Normothermia maintenance: actively managing patient temperature using warming blankets and other technologies to prevent inadvertent hypothermia, which can impair wound healing and increase infection risk.</p></list-item>
<list-item><p>&#x025CB; Opioid-sparing multimodal analgesia: working with the team to utilize a combination of non-opioid analgesics and regional anesthesia techniques, a cornerstone of ERAS is designed to reduce opioid-related side effects such as nausea and ileus.</p></list-item>
</list></p></list-item>
<list-item><p>Postoperative phase: the nurse&#x00027;s role is perhaps most visible in the postoperative phase, where they drive the recovery process through (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B69">69</xref>):
<list list-type="simple">
<list-item><p>&#x025CB; Early mobilization: actively encouraging and assisting patients to get out of bed and walk within hours of their surgery to prevent blood clots, improve lung function, and hasten the return of bowel function.</p></list-item>
<list-item><p>&#x025CB; Early oral nutrition: promptly discontinuing IV fluids and reintroducing the oral diet to stimulate gut function and provide necessary nutrients for healing.</p></list-item>
<list-item><p>&#x025CB; Proactive nausea and vomiting management: administering antiemetics prophylactically to prevent these common side effects, which are major barriers to early feeding and mobilization.</p></list-item>
</list></p></list-item>
</list>
</sec>
<sec>
<title>5.2 Impact and nursing leadership</title>
<p>The implementation of these nurse-driven ERAS interventions has yielded significant, quantifiable improvements in patient outcomes. Studies consistently show reduced length of hospital stay (LOS), decreased complication rates, and a dramatic reduction in opioid consumption (<xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>).</p>
<p>ERAS empowers nurses by positioning them as leaders and coordinators of the multidisciplinary team. It demands a high degree of autonomous clinical judgment and challenges traditional hierarchies, requiring strong institutional support to overcome resistance to changes such as early feeding or catheter removal (<xref ref-type="bibr" rid="B72">72</xref>). Ultimately, ERAS is a powerful example of how structured, evidence-based nursing practice can fundamentally elevate the standard of surgical care.</p>
</sec>
</sec>
<sec id="s6">
<title>6 Innovative organizational models: staffing based on nursing care complexity</title>
<p>Beyond individual practices, significant innovation occurs at the organizational level through new models of perioperative nursing care. Traditional staffing approaches, often based on rigid, one-size-fits-all ratios, are being replaced by more dynamic, evidence-based frameworks (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>). Driven by pressures such as staff shortages and the need for greater efficiency, these models prioritize flexibility and the strategic alignment of nursing competencies with specific patient and procedural demands (<xref ref-type="bibr" rid="B75">75</xref>).</p>
<p>The central principle of these innovative models is the shift from staffing based on surgical procedure type to a more nuanced allocation based on nursing care complexity. This involves a data-driven assessment of the anticipated nursing workload, recognizing that a technically simple surgery may still require intensive nursing care and vice versa (<xref ref-type="bibr" rid="B76">76</xref>). Key features of these models often include the strategic use of flexible roles, such as a circulating nurse who can support multiple operating rooms, and the empowerment of nurses through their involvement in workload assessment and scheduling decisions (<xref ref-type="bibr" rid="B76">76</xref>, <xref ref-type="bibr" rid="B77">77</xref>). This aligns with frameworks such as the WHO&#x00027;s Workload Indicators of Staffing Need (WISN), which advocate for staffing based on empirical data rather than tradition (<xref ref-type="bibr" rid="B78">78</xref>).</p>
<p>A practical application of these principles is demonstrated by Cenacchi et al. (<xref ref-type="bibr" rid="B77">77</xref>), who implemented a tiered staffing model at a major university hospital. By differentiating between surgical and nursing complexity, they were able to create a flexible system: high-intensity nursing procedures were assigned three dedicated nurses, while medium-intensity cases were managed effectively with fewer staff by incorporating a shared circulating nurse. This data-driven approach allowed the organization to optimize resource allocation, ensuring that expertise was concentrated where it was most needed (<xref ref-type="bibr" rid="B77">77</xref>).</p>
<p>Ultimately, these innovative organizational models enhance operational efficiency and patient safety while fostering greater professional autonomy and leadership within the intraoperative nursing team.</p>
</sec>
<sec id="s7">
<title>7 Innovative nursing practices across diverse surgical specialties</title>
<p>Innovations in intraoperative nursing are manifesting at both the broad organizational level and in the specialized, hands-on practices within different surgical domains. A holistic view reveals a shift toward more dynamic, evidence-based systems that empower nurses to enhance patient safety and efficiency.</p>
<sec>
<title>7.1 Specialty-specific adaptations of intraoperative nursing practice</title>
<p>Within these innovative organizational structures, the core competencies of intraoperative nursing are adapted with specialized clinical reasoning to meet the unique demands of each surgical field. The nurse&#x00027;s role is not static; it requires dynamic application of skills and knowledge tailored to the specific technologies, procedures, and patient risks of the specialty.</p>
<sec>
<title>7.1.1 Cardiac surgery</title>
<p>The nurse&#x00027;s role in this high-acuity environment centers on the precise management of sterile components for life support. A primary responsibility is handling the aortic and venous cannulas for cardiopulmonary bypass (CPB), ensuring correct sutures are available for securing them, and managing the cardioplegia delivery system used to arrest the heart. The nurse collaborates directly with the perfusionist by handling the sterile tubing and probes passed to and from the CPB machine. They must also manage multiple chest tubes and epicardial pacing wires, anticipating the surgeon&#x00027;s needs with specialized long instrumentation for deep thoracic work, all while contributing to the meticulous management of the patient&#x00027;s coagulopathy and hemodynamic stability (<xref ref-type="bibr" rid="B79">79</xref>&#x02013;<xref ref-type="bibr" rid="B85">85</xref>).</p>
</sec>
<sec>
<title>7.1.2 Orthopedic surgery</title>
<p>Nursing practice here is defined by the management of high-torque equipment and complex implant sequences. In joint arthroplasty, the nurse&#x00027;s role involves the sequential organization of numerous reamers, broaches, and trials, ensuring the correct size is available at each step. For robotic-assisted procedures, specific nursing tasks include sterile draping of the robotic arm, assisting with the anatomical registration process, and managing the robotic end effectors. Furthermore, the nurse is responsible for the precise mixing and handling of polymethylmethacrylate (PMMA) bone cement, a critical step that involves being vigilant for the signs of Bone Cement Implantation Syndrome (BCIS) and managing the cement&#x00027;s exothermic reaction (<xref ref-type="bibr" rid="B86">86</xref>&#x02013;<xref ref-type="bibr" rid="B91">91</xref>).</p>
</sec>
<sec>
<title>7.1.3 Neurological surgery</title>
<p>The nurse in neurosurgery acts as a direct guardian of neurological tissue through meticulous technique. Key responsibilities include sterile draping and intraoperative manipulation of the surgical microscope, which requires delicate coordination with the surgeon. In procedures utilizing Intraoperative Neuromonitoring (IONM), the nurse&#x00027;s specific contribution involves managing the sterile field to prevent interference with monitoring signals; this includes carefully placing subdermal needle electrodes as directed and controlling saline irrigation to avoid creating electrical bridges that could corrupt the data. Constant management of irrigation fluids is also critical for maintaining the temperature and moisture of delicate neural structures, directly helping to prevent iatrogenic injury (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B92">92</xref>&#x02013;<xref ref-type="bibr" rid="B94">94</xref>).</p>
</sec>
<sec>
<title>7.1.4 General surgery (laparoscopic)</title>
<p>In minimally invasive surgery, the nurse functions as a technology and system specialist. Their role extends beyond handling instruments to managing the entire laparoscopic setup from the sterile field. This includes troubleshooting the camera (e.g., cleaning, white-balancing, and defogging the lens) and managing the pneumoperitoneum by communicating with the anesthesia provider about insufflation pressures. A critical safety function is managing multiple advanced energy devices (e.g., ultrasonic scalpels and vessel sealers). The nurse must ensure each device is connected to the generator with the correct power settings requested by the surgeon, a crucial step in preventing unintended thermal injury to the patient (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B95">95</xref>, <xref ref-type="bibr" rid="B96">96</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Innovative nursing practices across diverse surgical specialties.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Surgical specialty</bold></th>
<th valign="top" align="left"><bold>Primary competency applied</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Cardiac surgery</td>
<td valign="top" align="left">Systems coordination &#x00026; critical decision-making.</td>
</tr>
<tr>
<td valign="top" align="left">Orthopedic surgery</td>
<td valign="top" align="left">Technology integration &#x00026; foundational safety.</td>
</tr>
<tr>
<td valign="top" align="left">Neurological surgery</td>
<td valign="top" align="left">Technology integration &#x00026; teamwork/communication.</td>
</tr>
<tr>
<td valign="top" align="left">General surgery</td>
<td valign="top" align="left">Technology integration &#x00026; evidence-based practice.</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec>
<title>7.2 Synthesis: key themes in nursing innovation</title>
<p>While the literature extensively details technological innovations within various surgical specialties, there is a noticeable gap in explicitly detailing the nuanced nursing roles developed specifically for the intraoperative phase (<xref ref-type="bibr" rid="B93">93</xref>). The precise contributions of nurses in integrating technologies such as robotics and 3D printing often remain implicit rather than explicitly documented (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B97">97</xref>). This underscores the critical importance of dedicated nursing research to articulate and validate these unique and often &#x0201C;unsung&#x0201D; contributions, ensuring that the full scope of nursing innovation is recognized.</p>
<p>Despite the increasing technological sophistication across different surgical fields, a consistent and profound theme remains: the unwavering commitment to holistic patient care, encompassing both physical and psychological wellbeing (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>). The humanistic aspects of nursing&#x02014;providing comfort, managing anxiety, and addressing patient fears&#x02014;remain a constant and innovative imperative. This highlights that technological progress must always be balanced with compassionate, comprehensive care to achieve the best possible patient outcomes (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B100">100</xref>&#x02013;<xref ref-type="bibr" rid="B102">102</xref>).</p>
</sec>
</sec>
<sec id="s8">
<title>8 Challenges and strategies for innovation adoption in perioperative nursing</title>
<p>The integration of innovative practices and advanced technologies into perioperative nursing, while promising, is often met with a complex array of challenges. These obstacles span human, organizational, and technical domains, necessitating comprehensive and strategic approaches for successful and sustainable adoption (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B103">103</xref>).</p>
<sec>
<title>8.1 Barriers</title>
<list list-type="bullet">
<list-item><p>Human factors: resistance to change is a significant barrier, often stemming from skepticism among nurses who fear job displacement or punitive use of data generated by new technologies (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>). Nurses, who rely heavily on intuition and clinical judgment, may be concerned that AI or other automated systems could diminish their professional autonomy and expertise (<xref ref-type="bibr" rid="B106">106</xref>). A lack of understanding of the benefits of new innovations and a fear of technology failures further contribute to this resistance (<xref ref-type="bibr" rid="B100">100</xref>, <xref ref-type="bibr" rid="B107">107</xref>).</p></list-item>
<list-item><p>Organizational/systemic factors: healthcare organizations frequently face systemic barriers to innovation. These include a lack of sufficient time for training and adaptation to new systems, inadequate funding for technology acquisition and implementation, and insufficient institutional support for innovative initiatives (<xref ref-type="bibr" rid="B4">4</xref>). High employee turnover and excessive workload also hinder the capacity for nurses to engage with and adopt new practices (<xref ref-type="bibr" rid="B108">108</xref>). A notable challenge is the lack of uniform engagement with new protocols, such as ERAS, across multidisciplinary teams, leading to inconsistencies in care (<xref ref-type="bibr" rid="B72">72</xref>). Furthermore, the haphazard adoption of new surgical technologies without proper evaluation carries the potential for significant patient harm, as evidenced by past experiences (<xref ref-type="bibr" rid="B109">109</xref>).</p></list-item>
<list-item><p>Technical/data factors: technologies themselves can present barriers. Concerns about the accuracy and reliability of data used to train AI tools, a lack of clear regulation and transparency in AI algorithms, and critical issues related to patient privacy and data security are prevalent (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B110">110</xref>). The inherent complexity of integrating new technologies can also disrupt existing workflows, causing delays and resistance (<xref ref-type="bibr" rid="B107">107</xref>, <xref ref-type="bibr" rid="B111">111</xref>).</p></list-item>
</list>
<p>The implementation of innovative nursing practices and technologies in the operating room is fundamentally a change management challenge. Technical solutions alone are insufficient; success hinges on addressing the psychological, cultural, and systemic factors that influence human behavior and organizational readiness. This means that strategic planning for innovation must prioritize human-centered design, robust training, and empowering frontline nurses as co-creators and champions of change (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Barriers and facilitators to technology adoption in perioperative nursing.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Category</bold></th>
<th valign="top" align="left"><bold>Specific barriers</bold></th>
<th valign="top" align="left"><bold>Key facilitators/strategies</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Human/psychological</td>
<td valign="top" align="left">Resistance to change, skepticism (fear of replacement, punitive use), lack of understanding of benefits, fear of technology failures, over reliance on technology eroding critical thinking (<xref ref-type="bibr" rid="B142">142</xref>)</td>
<td valign="top" align="left">Fostering a culture of change and experimentation, clear communication of &#x0201C;the why,&#x0201D; empowering staff, promoting divergent thinking, emphasizing AI as a decision-support tool (<xref ref-type="bibr" rid="B143">143</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Organizational/systemic</td>
<td valign="top" align="left">Lack of time for training/adaptation, insufficient funding, inadequate institutional support, high employee turnover, excessive workload, lack of uniform engagement across teams, haphazard adoption (<xref ref-type="bibr" rid="B4">4</xref>)</td>
<td valign="top" align="left">Flexible frameworks, phased rollouts, adequate resource allocation, strong nursing leadership involvement, multidisciplinary collaboration, continuous auditing and feedback (<xref ref-type="bibr" rid="B144">144</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Technical/data</td>
<td valign="top" align="left">Data accuracy and reliability issues in AI tools, lack of regulation and transparency in AI, patient privacy/data security concerns, complexity disrupting workflows (<xref ref-type="bibr" rid="B114">114</xref>)</td>
<td valign="top" align="left">Ensure AI tools are evidence-based, focus on empowerment not surveillance, involve nurses in AI implementation, ensure data protection, provide ongoing support and training for usability (<xref ref-type="bibr" rid="B145">145</xref>).</td>
</tr></tbody>
</table>
</table-wrap>
</sec>
<sec>
<title>8.2 Critical appraisal of ethical dilemmas in technology integration</title>
<p>The integration of advanced technologies into intraoperative care presents profound ethical challenges that extend beyond technical implementation to the core of nursing practice. While frameworks such as the ANA&#x00027;s &#x0201C;5 Rights of AI&#x0201D; offer guidance (<xref ref-type="bibr" rid="B112">112</xref>), a deeper critical appraisal is necessary to navigate the complex dilemmas nurses face. This requires operationalizing core bioethical principles&#x02014;beneficence (acting for the patient&#x00027;s good), non-maleficence (do no harm), and justice (ensuring equitable care)&#x02014;within the high-stakes surgical environment.</p>
<p>Concrete ethical dilemmas frequently emerge in practice. For example:</p>
<list list-type="bullet">
<list-item><p>Algorithmic bias and justice: consider an AI-driven decision support tool that uses historical data to predict a patient&#x00027;s risk of surgical site infection. If the algorithm was trained on data that underrepresents certain demographic groups, it may inaccurately assign a lower risk score to a patient from that group, leading to less stringent intraoperative precautions. This creates a direct conflict with the principle of justice. The nurse is faced with the dilemma of either following the flawed data-driven recommendation or advocating for a higher level of care based on their own assessment, potentially challenging the protocol (<xref ref-type="bibr" rid="B113">113</xref>).</p></list-item>
<list-item><p>Accountability and clinical judgment: a critical conflict arises when an AI-generated alert or recommendation contradicts an experienced nurse&#x00027;s clinical judgment (<xref ref-type="bibr" rid="B106">106</xref>). If a wearable device shows stable vitals but the nurse observes subtle, unquantifiable signs of patient deterioration, a decision must be made. If the nurse trusts their intuition and initiates a rapid response, they may be questioned for acting against the data. If they trust the technology and a negative outcome occurs, who bears the responsibility? This ambiguity in accountability&#x02014;whether it lies with the nurse, the institution, or the technology developer&#x02014;is a significant unresolved challenge.</p></list-item>
<list-item><p>Data privacy and autonomy: the continuous stream of data from integrated technologies creates vulnerabilities. A data privacy breach could expose highly sensitive patient information, violating the principle of non-maleficence by causing potential harm (<xref ref-type="bibr" rid="B114">114</xref>). Furthermore, ensuring true informed consent (patient autonomy) becomes more complex when patients may not fully understand how their data are being used, stored, or potentially commercialized.</p></list-item>
</list>
<p>Operationalizing an ethical response requires nurses to act as vigilant patient advocates. This involves treating AI tools as adjuncts, not arbiters, of care; questioning and reporting potential biases in technology; and championing robust data security measures. The nurse&#x00027;s role is to serve as the essential &#x0201C;human firewall,&#x0201D; ensuring that technological advancements are always applied through a lens of ethical reasoning, clinical expertise, and unwavering commitment to patient safety and equity (<xref ref-type="bibr" rid="B115">115</xref>, <xref ref-type="bibr" rid="B116">116</xref>).</p>
</sec>
<sec>
<title>8.3 Strategies for successful implementation</title>
<p>Overcoming these barriers requires a multi-faceted and integrated approach:</p>
<list list-type="bullet">
<list-item><p>Fostering a culture of change and innovation: healthcare organizations must actively cultivate an environment that embraces change and innovation. This involves encouraging experimentation, reframing failures as valuable learning opportunities, and empowering staff to actively contribute to continuous improvement initiatives (<xref ref-type="bibr" rid="B117">117</xref>, <xref ref-type="bibr" rid="B118">118</xref>). Promoting divergent thinking, encouraging calculated risk-taking, fostering tolerance for failure, and building agility and autonomy within nursing teams are crucial steps in this cultural transformation (<xref ref-type="bibr" rid="B119">119</xref>, <xref ref-type="bibr" rid="B120">120</xref>).</p></list-item>
<list-item><p>Flexible frameworks and phased rollouts: a &#x0201C;one-size-fits-all&#x0201D; approach to innovation is often ineffective. Instead, strategies should be customized based on the unique needs of each unit, patient population, and acuity level (<xref ref-type="bibr" rid="B119">119</xref>). Implementing a test-and-launch model, starting with small-scale pilots and gradually expanding, can effectively reduce risk and increase proper usage and acceptance (<xref ref-type="bibr" rid="B121">121</xref>).</p></list-item>
<list-item><p>Targeted education and simulation-based training: comprehensive education is essential for successful innovation adoption, and simulation-based training stands out as a key strategic facilitator. This approach allows nurses to develop and refine skills in a safe, controlled environment without any risk to patients. These programs should focus not only on the technical operation of new technologies such as robotics or VR but also on critical thinking, teamwork, and crisis management skills required to use them effectively (<xref ref-type="bibr" rid="B122">122</xref>, <xref ref-type="bibr" rid="B123">123</xref>). High-fidelity simulations, whether using advanced mannequins or immersive Virtual Reality (VR) environments, bridge the gap between theory and practice (<xref ref-type="bibr" rid="B102">102</xref>, <xref ref-type="bibr" rid="B124">124</xref>). They enable nurses to build muscle memory for complex procedures, practice communication and decision-making during rare or high-stakes events, and gain confidence with new technologies, which helps overcome resistance to change and fear of failure (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). By integrating robust simulation into training, healthcare organizations can ensure that intraoperative nurses achieve both technical proficiency and the situational awareness needed to translate innovation into safer patient care (<xref ref-type="bibr" rid="B125">125</xref>).</p></list-item>
<list-item><p>Strong nursing leadership and multidisciplinary collaboration: early involvement of nursing leaders in the decision-making process for technology selection and implementation is paramount (<xref ref-type="bibr" rid="B126">126</xref>). Nurse leaders are uniquely positioned to encourage, motivate, and empower their colleagues and other healthcare professionals to embrace new practices (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B127">127</xref>). Building cohesive multidisciplinary teams that are aligned and &#x0201C;pushing in the same direction&#x0201D; is critical for a successful implementation of complex protocols such as ERAS (<xref ref-type="bibr" rid="B128">128</xref>, <xref ref-type="bibr" rid="B129">129</xref>). Adherence to professional guidelines from organizations such as AORN, ANA, and WHO provides a foundational framework for safe and effective innovation (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B112">112</xref>, <xref ref-type="bibr" rid="B130">130</xref>, <xref ref-type="bibr" rid="B131">131</xref>).</p></list-item>
<list-item><p>Communicate &#x0201C;the why&#x0201D;: clearly articulating the purpose and tangible benefits of new tools to clinicians is crucial for gaining acceptance and buy-in. Utilizing multiple communication channels to reinforce these messages ensures broader understanding and engagement (<xref ref-type="bibr" rid="B132">132</xref>, <xref ref-type="bibr" rid="B133">133</xref>).</p></list-item>
</list>
</sec>
<sec>
<title>8.4 The imperative of evidence-based implementation for sustainable innovation</title>
<p>While innovation is crucial for advancing healthcare, its adoption must be rigorously guided by evidence and an unwavering commitment to patient safety. The literature highlights that &#x0201C;haphazard adoption of new surgical technologies without proper evaluation has the potential to cause significant harm&#x0201D; (<xref ref-type="bibr" rid="B109">109</xref>). Therefore, nurses are advised to consider innovation &#x0201C;in the context of evidence-based practice&#x0201D; (<xref ref-type="bibr" rid="B134">134</xref>, <xref ref-type="bibr" rid="B135">135</xref>). A significant challenge lies not only in developing innovations but also in systematically evaluating their efficacy and integrating them into practice through robust evidence-based implementation strategies. This is particularly relevant for protocols such as ERAS, where, despite an &#x0201C;extensive evidence-base,&#x0201D; nurses may still hesitate to fully implement elements without explicit clinician &#x0201C;permission&#x0201D; due to ingrained traditional mindsets (<xref ref-type="bibr" rid="B72">72</xref>, <xref ref-type="bibr" rid="B136">136</xref>). This situation underscores the need for strong leadership to champion evidence-based approaches, overcome resistance to change based solely on tradition, and ensure that new practices are not just adopted but are <italic>sustained</italic> through continuous auditing and feedback loops. This ensures that innovation truly translates into improved patient outcomes and becomes a permanent feature of perioperative care.</p>
</sec>
</sec>
<sec id="s9">
<title>9 Conclusion, future directions, and recommendations</title>
<p>The comprehensive analysis presented in this report unequivocally demonstrates that innovative nursing practices are profoundly elevating surgical outcomes across diverse specialties. The integration of advanced technologies, coupled with a steadfast adherence to evidence-based protocols like ERAS, has consistently led to enhanced patient safety, improved operational efficiency, and significant reductions in complications. Perioperative nurses, once primarily focused on technical assistance, have evolved into indispensable leaders within the surgical team. Their roles now encompass sophisticated technological integration, astute data interpretation, and the championing of holistic, patient-centered care. This evolution underscores the critical importance of the perioperative nurse as a technologically adept, critically thinking, and ethically grounded advocate, whose contributions are essential for optimizing patient experiences and achieving superior surgical results.</p>
<sec>
<title>9.1 Strategic imperatives for the future operating room</title>
<p>The integration of AI and advanced technologies is redefining the perioperative nurse&#x00027;s role from a technical assistant to a clinical data curator and technology manager (<xref ref-type="bibr" rid="B137">137</xref>, <xref ref-type="bibr" rid="B138">138</xref>). This shift requires a proactive response from healthcare organizations. To ensure nurses can meet these future demands, institutions must invest in comprehensive, continuous training programs. These programs must extend beyond technical operation to include data literacy, critical evaluation of AI outputs, and the ethical implications of new technologies (<xref ref-type="bibr" rid="B139">139</xref>). Simultaneously, organizations must foster a culture of nurse-led innovation by providing the time, resources, and institutional support for nurses to lead the change (<xref ref-type="bibr" rid="B117">117</xref>, <xref ref-type="bibr" rid="B118">118</xref>). True integration also demands strengthening multidisciplinary collaboration through standardized communication protocols and shared technological platforms that ensure seamless teamwork across the entire surgical journey.</p>
</sec>
<sec>
<title>9.2 The ethical mandate for equitable and human-centered care</title>
<p>As surgical care becomes highly personalized through genomics and data-intensive technologies, profound ethical challenges emerge regarding equitable access, data privacy, and the potential for algorithmic bias to worsen health disparities (<xref ref-type="bibr" rid="B140">140</xref>, <xref ref-type="bibr" rid="B141">141</xref>). Nursing profession&#x00027;s core commitment to patient advocacy mandates an ethically grounded approach to technology adoption (<xref ref-type="bibr" rid="B115">115</xref>, <xref ref-type="bibr" rid="B116">116</xref>). Therefore, organizations must develop and implement clear ethical frameworks for all advanced technologies, ensuring that patient privacy, data security, and human accountability remain paramount. As patient advocates, nurses should be central to the development and review of these frameworks. Furthermore, there is an imperative to address health equity by creating strategies that ensure advancements in surgical care and training are accessible to all patients and clinicians, including those in rural or under-resourced settings. Ultimately, technology adoption must be prioritized through a human-centered lens, involving nurses in the design and selection of tools to guarantee they augment, rather than impede, the essential clinical judgment and compassionate care that define the nursing profession.</p>
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</body>
<back>
<sec sec-type="author-contributions" id="s10">
<title>Author contributions</title>
<p>LG: Data curation, Investigation, Methodology, Validation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. HZ: Data curation, Investigation, Methodology, Software, Validation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. YS: Data curation, Investigation, Methodology, Validation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. CQ: Data curation, Investigation, Methodology, Supervision, Validation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="funding-information" id="s11">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s12">
<title>Generative AI statement</title>
<p>The author(s) declare that Gen AI was used in the creation of this manuscript. During the preparation and revision of this manuscript, the authors utilized the generative artificial intelligence tool Gemini and ChatGPT. AI was employed for the Language Enhancement and Editing to improve grammar, syntax, and clarity, and to ensure a consistent academic tone throughout the document. The authors meticulously reviewed, critically evaluated, and edited all text generated by the AI. The authors take full and final responsibility for all content in this manuscript, including the factual accuracy of all statements, the appropriateness of citations, and the originality of the work. The entire manuscript was checked for plagiarism by the authors.</p>
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<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hussain</surname> <given-names>AK</given-names></name> <name><surname>Kakakhel</surname> <given-names>MM</given-names></name> <name><surname>Ashraf</surname> <given-names>MF</given-names></name> <name><surname>Shahab</surname> <given-names>M</given-names></name> <name><surname>Ahmad</surname> <given-names>F</given-names></name> <name><surname>Luqman</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Innovative approaches to safe surgery: a narrative synthesis of best practices</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e49723</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.49723</pub-id><pub-id pub-id-type="pmid">38161861</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tabatabaei Mohammadi</surname> <given-names>A</given-names></name> <name><surname>Keihani Far</surname> <given-names>Y</given-names></name> <name><surname>Hossein Zadeh</surname> <given-names>R</given-names></name> <name><surname>Bagherian Kenari</surname> <given-names>SBP</given-names></name> <name><surname>Erfan Ghanbarzadeh</surname> <given-names>MK</given-names></name> <name><surname>Seyed Mohammad Ali</surname> <given-names>Fazayel</given-names></name> <name><surname>PY</surname></name> <etal/></person-group>. <source>Contemporary Surgical Innovations: A Comprehensive Guide to Emerging Technologies and Practices</source>. <publisher-loc>Iran</publisher-loc>: <publisher-name>Independently</publisher-name> (<year>2024</year>). p. 283.</citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chellam Singh</surname> <given-names>B</given-names></name> <name><surname>Arulappan</surname> <given-names>J</given-names></name></person-group>. <article-title>Operating room nurses&#x00027; understanding of their roles and responsibilities for patient care and safety measures in intraoperative practice</article-title>. <source>SAGE Open Nurs.</source> (<year>2023</year>) <volume>9</volume>:<fpage>23779608231186247</fpage>. <pub-id pub-id-type="doi">10.1177/23779608231186247</pub-id><pub-id pub-id-type="pmid">37465651</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>L</given-names></name> <name><surname>Lu</surname> <given-names>Q</given-names></name> <name><surname>Hou</surname> <given-names>X</given-names></name> <name><surname>Ou</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>M</given-names></name></person-group>. <article-title>Effectiveness of a nursing innovation workshop at enhancing nurses&#x00027; innovation abilities: a quasi-experimental study</article-title>. <source>Nurs Open.</source> (<year>2022</year>) <volume>9</volume>:<fpage>418</fpage>&#x02013;<lpage>27</lpage>. <pub-id pub-id-type="doi">10.1002/nop2.1080</pub-id><pub-id pub-id-type="pmid">34687153</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Girard</surname> <given-names>N</given-names></name></person-group>. <article-title>Nursing care delivery models. The perioperative environment</article-title>. <source>Aorn J.</source> (<year>1993</year>) <volume>57</volume>:<fpage>481</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/S0001-2092(07)64104-0</pub-id><pub-id pub-id-type="pmid">8424634</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Clipper</surname> <given-names>B</given-names></name></person-group>. <source>The Innovation Handbook: A Nurse Leader&#x00027;s Guide to Transforming Nursing.</source> <publisher-loc>Indianapolis, IN</publisher-loc>: <publisher-name>Sigma Theta Tau</publisher-name> (<year>2023</year>).</citation>
</ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Lives</surname> <given-names>SSS</given-names></name></person-group>. <source>WHO Guidelines for Safe Surgery 2009</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name> (<year>2009</year>).</citation>
</ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alqarny</surname> <given-names>HAM</given-names></name> <name><surname>Algarni</surname> <given-names>ANM</given-names></name> <name><surname>Alshehri</surname> <given-names>ASM</given-names></name> <name><surname>Alshehri</surname> <given-names>MAY</given-names></name> <name><surname>Alshehri</surname> <given-names>MMM</given-names></name> <name><surname>Alshehri</surname> <given-names>AA</given-names></name> <etal/></person-group>. <article-title>Interdisciplinary collaboration in healthcare: the synergy of nurses, laboratory services, anesthesiologists, emergency, and operative teams</article-title>. <source>J Int Crisis Risk Commun Res.</source> (<year>2024</year>) <volume>7</volume>:<fpage>1295</fpage>.</citation>
</ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hanawi</surname> <given-names>MK</given-names></name> <name><surname>Hilal</surname> <given-names>FM</given-names></name> <name><surname>Aljohani</surname> <given-names>AM</given-names></name> <name><surname>Bader</surname> <given-names>HA</given-names></name> <name><surname>Almalky</surname> <given-names>MA</given-names></name> <name><surname>Shiekh</surname> <given-names>KE</given-names></name> <etal/></person-group>. <article-title>Exploring the role of operating room technician in maintaining safety and accuracy in anesthetic drug delivery</article-title>. <source>J Int Crisis Risk Commun Res.</source> (<year>2024</year>) <volume>7</volume>:<fpage>3119</fpage>.</citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larsen</surname> <given-names>PD</given-names></name></person-group>. <article-title>Artificial intelligence and nursing practice</article-title>. <source>Rehabil Nurs.</source> (<year>2024</year>) <volume>49</volume>:<fpage>73</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1097/RNJ.0000000000000454</pub-id><pub-id pub-id-type="pmid">38696432</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stella</surname> <given-names>M</given-names></name> <name><surname>Zaytseva</surname> <given-names>A</given-names></name></person-group>. <article-title>Forma mentis networks map how nursing and engineering students enhance their mindsets about innovation and health during professional growth</article-title>. <source>PeerJ Comput Sci.</source> (<year>2020</year>) <volume>6</volume>:<fpage>e255</fpage>. <pub-id pub-id-type="doi">10.7717/peerj-cs.255</pub-id><pub-id pub-id-type="pmid">33816907</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baradaran</surname> <given-names>K</given-names></name> <name><surname>Gracia</surname> <given-names>C</given-names></name> <name><surname>Alimohammadi</surname> <given-names>E</given-names></name></person-group>. <article-title>Exploring strategies to enhance patient safety in spine surgery: a review</article-title>. <source>Patient Saf Surg.</source> (<year>2025</year>) <volume>19</volume>:<fpage>3</fpage>. <pub-id pub-id-type="doi">10.1186/s13037-025-00426-2</pub-id><pub-id pub-id-type="pmid">39810234</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adamina</surname> <given-names>M</given-names></name> <name><surname>Gi&#x000E9;</surname> <given-names>O</given-names></name> <name><surname>Demartines</surname> <given-names>N</given-names></name> <name><surname>Ris</surname> <given-names>F</given-names></name></person-group>. <article-title>Contemporary perioperative care strategies</article-title>. <source>J Br Surg.</source> (<year>2013</year>) <volume>100</volume>:<fpage>38</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1002/bjs.8990</pub-id><pub-id pub-id-type="pmid">23165446</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dean</surname> <given-names>HF</given-names></name> <name><surname>Carter</surname> <given-names>F</given-names></name> <name><surname>Francis</surname> <given-names>NK</given-names></name></person-group>. <article-title>Modern perioperative medicine - past, present, and future</article-title>. <source>Innov Surg Sci.</source> (<year>2019</year>) <volume>4</volume>:<fpage>123</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1515/iss-2019-0014</pub-id><pub-id pub-id-type="pmid">33977121</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almansour</surname> <given-names>MS</given-names></name> <name><surname>Althobiti</surname> <given-names>NMA</given-names></name> <name><surname>Alharthi</surname> <given-names>FFA</given-names></name> <name><surname>Alharthi</surname> <given-names>MAG</given-names></name> <name><surname>Alharthi</surname> <given-names>ASD</given-names></name> <name><surname>Al Mansour</surname> <given-names>MHA</given-names></name> <etal/></person-group>. <article-title>Preparing the operating room for various surgical procedures</article-title>. <source>J Int Crisis Risk Commun Res.</source> (<year>2024</year>) <volume>7</volume>:<fpage>3258</fpage>.</citation>
</ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hussein</surname> <given-names>AM</given-names></name></person-group>. <article-title>Enhancing patient safety in the operating room: a comprehensive guide from a nurse&#x00027;s perspective</article-title>. <source>Open J Nurs.</source> (<year>2024</year>) <volume>14</volume>:<fpage>252</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.4236/ojn.2024.146018</pub-id></citation>
</ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salazar Maya</surname> <given-names>&#x000C1;M</given-names></name> <name><surname>Osorio Galeano</surname> <given-names>SP</given-names></name></person-group>. <article-title>Nursing care related with surgical position. Investigaci&#x000F3;n y educaci&#x000F3;n en enfermer&#x000ED;a</article-title>. <source>Invest Educ Enferm</source>. (<year>2023</year>) <volume>41</volume>:<fpage>03</fpage>. <pub-id pub-id-type="doi">10.17533/udea.iee.v41n1e03</pub-id><pub-id pub-id-type="pmid">37071860</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderton</surname> <given-names>J</given-names></name></person-group>. <article-title>The prone position for the surgical patient: a historical review of the principles and hazards</article-title>. <source>Br J Anaesth.</source> (<year>1991</year>) <volume>67</volume>:<fpage>452</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1093/bja/67.4.452</pub-id><pub-id pub-id-type="pmid">1931403</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abraham</surname> <given-names>J</given-names></name> <name><surname>Rosen</surname> <given-names>M</given-names></name> <name><surname>Greilich</surname> <given-names>PE</given-names></name></person-group>. <article-title>Improving perioperative handoffs: moving beyond standardized checklists and protocols</article-title>. <source>Joint Comm J Qual Patient Saf.</source> (<year>2023</year>) <volume>49</volume>:<fpage>341</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcjq.2023.05.002</pub-id><pub-id pub-id-type="pmid">37353400</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Achrekar</surname> <given-names>MS</given-names></name></person-group>. <article-title>Enhanced recovery after surgery (ERAS) nursing programme</article-title>. <source>Asia-Pac J Oncol Nurs</source>. (<year>2022</year>) <volume>9</volume>:<fpage>3</fpage>. <pub-id pub-id-type="doi">10.1016/j.apjon.2022.02.003</pub-id><pub-id pub-id-type="pmid">35620398</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mithany</surname> <given-names>RH</given-names></name> <name><surname>Daniel</surname> <given-names>N</given-names></name> <name><surname>Shahid</surname> <given-names>MH</given-names></name> <name><surname>Aslam</surname> <given-names>S</given-names></name> <name><surname>Abdelmaseeh</surname> <given-names>M</given-names></name> <name><surname>Gerges</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Revolutionizing surgical care: the power of enhanced recovery after surgery (ERAS)</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e48795</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.48795</pub-id><pub-id pub-id-type="pmid">38024087</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guzzi</surname> <given-names>G</given-names></name> <name><surname>Ricciuti</surname> <given-names>RA</given-names></name> <name><surname>Della Torre</surname> <given-names>A</given-names></name> <name><surname>Lo Turco</surname> <given-names>E</given-names></name> <name><surname>Lavano</surname> <given-names>A</given-names></name> <name><surname>Longhini</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Intraoperative neurophysiological monitoring in neurosurgery</article-title>. <source>J Clin Med.</source> (<year>2024</year>) <volume>13</volume>:<fpage>2966</fpage>. <pub-id pub-id-type="doi">10.3390/jcm13102966</pub-id><pub-id pub-id-type="pmid">38792507</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oliva</surname> <given-names>AM</given-names></name> <name><surname>Montejano</surname> <given-names>J</given-names></name> <name><surname>Simmons</surname> <given-names>CG</given-names></name> <name><surname>Vogel</surname> <given-names>SA</given-names></name> <name><surname>Isaza</surname> <given-names>CF</given-names></name> <name><surname>Clavijo</surname> <given-names>CF</given-names></name></person-group>. <article-title>New frontiers in intraoperative neurophysiologic monitoring: a narrative review</article-title>. <source>Ann Transl Med.</source> (<year>2023</year>) <volume>11</volume>:<fpage>388</fpage>. <pub-id pub-id-type="doi">10.21037/atm-22-4586</pub-id><pub-id pub-id-type="pmid">37970609</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>H</given-names></name> <name><surname>Wu</surname> <given-names>L</given-names></name></person-group>. <article-title>Analysis of the effects of evidence-based nursing interventions on promoting functional recovery in neurology and general surgery intensive care patients</article-title>. <source>Altern Ther Health Med</source>. (<year>2024</year>) <fpage>30</fpage>.<pub-id pub-id-type="pmid">38518143</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nilsson</surname> <given-names>U</given-names></name> <name><surname>Gruen</surname> <given-names>R</given-names></name> <name><surname>Myles</surname> <given-names>P</given-names></name></person-group>. <article-title>Postoperative recovery: the importance of the team</article-title>. <source>Anaesthesia.</source> (<year>2020</year>) <volume>75</volume>:<fpage>e158</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1111/anae.14869</pub-id><pub-id pub-id-type="pmid">31903575</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Peate</surname> <given-names>I</given-names></name></person-group>. <source>Alexander&#x00027;s Nursing Practice: Hospital and Home</source>. <publisher-loc>London</publisher-loc>: <publisher-name>Elsevier</publisher-name> (<year>2025</year>).</citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Titler</surname> <given-names>MG</given-names></name></person-group>. <article-title>The evidence for evidence-based practice implementation</article-title>. In:<person-group person-group-type="editor"><name><surname>Hughes</surname> <given-names>RG</given-names></name></person-group>, editor. <source>Patient safety and Quality: An Evidence-based handBook for Nurses.</source> <publisher-loc>Rockville, MD</publisher-loc>: <publisher-name>Agency for Healthcare Research and Quality</publisher-name> (<year>2008</year>).</citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ernstmeyer</surname> <given-names>K</given-names></name> <name><surname>Christman</surname> <given-names>E</given-names></name></person-group>. <article-title>Chapter 4: Nursing process</article-title>. In:<person-group person-group-type="editor"><name><surname>Open Resources for Nursing (Open RN); Ernstmeyer</surname> <given-names>K</given-names></name> <name><surname>Christman</surname> <given-names>E</given-names></name></person-group>, editors. <source>Nursing Fundamentals</source>. <publisher-loc>Eau Claire, WI</publisher-loc>: <publisher-name>Chippewa Valley Technical College</publisher-name> (<year>2021</year>).</citation>
</ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Akbari</surname> <given-names>L</given-names></name> <name><surname>Aarabi</surname> <given-names>A</given-names></name> <name><surname>Bahrami</surname> <given-names>M</given-names></name></person-group>. <article-title>Challenges of intraoperative documentation and its role in patient safety: an integrative review</article-title>. <source>Iran J Nurs Midwifery Res.</source> (<year>2025</year>) <volume>30</volume>:<fpage>141</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.4103/ijnmr.ijnmr_413_23</pub-id><pub-id pub-id-type="pmid">40275930</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alhaseri</surname> <given-names>MOM</given-names></name> <name><surname>Ashour</surname> <given-names>AS</given-names></name> <name><surname>Albishri</surname> <given-names>BH</given-names></name> <name><surname>Al-Mutairi</surname> <given-names>AH</given-names></name> <name><surname>Al-Hazmi</surname> <given-names>MA</given-names></name> <name><surname>Alhujaily</surname> <given-names>YM</given-names></name> <etal/></person-group>. <source>The Role of Operating Room and Anesthesia Technicians in Ensuring Surgical Success and Patient Safety.</source> (<year>2019</year>).<pub-id pub-id-type="pmid">39493181</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Loftus</surname> <given-names>TJ</given-names></name> <name><surname>Tighe</surname> <given-names>PJ</given-names></name> <name><surname>Filiberto</surname> <given-names>AC</given-names></name> <name><surname>Efron</surname> <given-names>PA</given-names></name> <name><surname>Brakenridge</surname> <given-names>SC</given-names></name> <name><surname>Mohr</surname> <given-names>AM</given-names></name> <etal/></person-group>. <article-title>Artificial intelligence and surgical decision-making</article-title>. <source>JAMA Surg.</source> (<year>2020</year>) <volume>155</volume>:<fpage>148</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1001/jamasurg.2019.4917</pub-id><pub-id pub-id-type="pmid">31825465</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Panahi</surname> <given-names>O</given-names></name></person-group>. <article-title>Innovations in surgical healthcare: the future of medicine</article-title>. <source>Int J Res Med Health Sci.</source> (<year>2025</year>) 1:1&#x02212;8.</citation>
</ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singam</surname> <given-names>A</given-names></name></person-group>. <article-title>Revolutionizing patient care: a comprehensive review of artificial intelligence applications in anesthesia</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e49887</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.49887</pub-id><pub-id pub-id-type="pmid">38174199</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Nijkamp</surname> <given-names>N</given-names></name> <name><surname>Wakefield</surname> <given-names>E</given-names></name></person-group>. <source>The Future of Artificial Intelligence in Perioperative Nursing</source>. <publisher-loc>Lyndoch, SA</publisher-loc>: <publisher-name>ACORN</publisher-name> (<year>2024</year>). p. <fpage>e1</fpage>&#x02013;<lpage>4</lpage>.</citation>
</ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dixon</surname> <given-names>D</given-names></name> <name><surname>Sattar</surname> <given-names>H</given-names></name> <name><surname>Moros</surname> <given-names>N</given-names></name> <name><surname>Kesireddy</surname> <given-names>SR</given-names></name> <name><surname>Ahsan</surname> <given-names>H</given-names></name> <name><surname>Lakkimsetti</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Unveiling the influence of AI predictive analytics on patient outcomes: a comprehensive narrative review</article-title>. <source>Cureus.</source> (<year>2024</year>) <volume>16</volume>:<fpage>e59954</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.59954</pub-id><pub-id pub-id-type="pmid">38854327</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname> <given-names>Q</given-names></name> <name><surname>Pan</surname> <given-names>S</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Hong</surname> <given-names>M</given-names></name> <name><surname>Nong</surname> <given-names>C</given-names></name> <name><surname>Zhang</surname> <given-names>W</given-names></name></person-group>. <article-title>The integration of AI in nursing: addressing current applications, challenges, and future directions</article-title>. <source>Front Med.</source> (<year>2025</year>) <volume>12</volume>:<fpage>1545420</fpage>. <pub-id pub-id-type="doi">10.3389/fmed.2025.1545420</pub-id><pub-id pub-id-type="pmid">40007584</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rony</surname> <given-names>MKK</given-names></name> <name><surname>Alrazeeni</surname> <given-names>DM</given-names></name> <name><surname>Akter</surname> <given-names>F</given-names></name> <name><surname>Nesa</surname> <given-names>L</given-names></name> <name><surname>Chandra Das</surname> <given-names>D</given-names></name> <name><surname>Uddin</surname> <given-names>MJ</given-names></name> <etal/></person-group>. <article-title>The role of artificial intelligence in enhancing nurses&#x00027; work-life balance</article-title>. <source>J Med Surg Public Health.</source> (<year>2024</year>) <volume>3</volume>:<fpage>100135</fpage>. <pub-id pub-id-type="doi">10.1016/j.glmedi.2024.100135</pub-id></citation>
</ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rony</surname> <given-names>MKK</given-names></name> <name><surname>Parvin</surname> <given-names>MR</given-names></name> <name><surname>Ferdousi</surname> <given-names>S</given-names></name></person-group>. <article-title>Advancing nursing practice with artificial intelligence: enhancing preparedness for the future</article-title>. <source>Nurs Open</source>. (<year>2024</year>) <volume>11</volume>:<fpage>2070</fpage>. <pub-id pub-id-type="doi">10.1002/nop2.2070</pub-id><pub-id pub-id-type="pmid">38268252</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maleki Varnosfaderani</surname> <given-names>S</given-names></name> <name><surname>Forouzanfar</surname> <given-names>M</given-names></name></person-group>. <article-title>The Role of AI in hospitals and clinics: transforming healthcare in the 21st century</article-title>. <source>Bioengineering</source>. (<year>2024</year>) <volume>11</volume>:<fpage>337</fpage>. <pub-id pub-id-type="doi">10.3390/bioengineering11040337</pub-id><pub-id pub-id-type="pmid">38671759</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iqbal</surname> <given-names>AI</given-names></name> <name><surname>Aamir</surname> <given-names>A</given-names></name> <name><surname>Hammad</surname> <given-names>A</given-names></name> <name><surname>Hafsa</surname> <given-names>H</given-names></name> <name><surname>Basit</surname> <given-names>A</given-names></name> <name><surname>Oduoye</surname> <given-names>MO</given-names></name> <etal/></person-group>. <article-title>Immersive technologies in healthcare: an in-depth exploration of virtual reality and augmented reality in enhancing patient care, medical education, and training paradigms</article-title>. <source>J Prim Care Community Health.</source> (<year>2024</year>) <volume>15</volume>:<fpage>21501319241293311</fpage>. <pub-id pub-id-type="doi">10.1177/21501319241293311</pub-id><pub-id pub-id-type="pmid">39439304</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Havola</surname> <given-names>S</given-names></name> <name><surname>Haavisto</surname> <given-names>E</given-names></name> <name><surname>M&#x000E4;kinen</surname> <given-names>H</given-names></name> <name><surname>Engblom</surname> <given-names>J</given-names></name> <name><surname>Koivisto</surname> <given-names>J-M</given-names></name></person-group>. <article-title>The effects of computer-based simulation game and virtual reality simulation in nursing students&#x00027; self-evaluated clinical reasoning skills</article-title>. <source>CIN: Comput Inf Nurs.</source> (<year>2021</year>) <volume>39</volume>:<fpage>725</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1097/CIN.0000000000000748</pub-id><pub-id pub-id-type="pmid">33941719</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Keny</surname> <given-names>C</given-names></name></person-group>. <source>The Potential of Immersive Virtual Reality as a Non-Pharmacological Method for Postoperative Pain Relief Among Older Adults</source>. <publisher-loc>San Francisco, CA</publisher-loc>: <publisher-name>University of California, San Francisco</publisher-name> (<year>2024</year>).</citation>
</ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Niyonkuru</surname> <given-names>E</given-names></name> <name><surname>Iqbal</surname> <given-names>MA</given-names></name> <name><surname>Zhang</surname> <given-names>X</given-names></name> <name><surname>Ma</surname> <given-names>P</given-names></name></person-group>. <article-title>Complementary approaches to postoperative pain management: a review of non-pharmacological interventions</article-title>. <source>Pain Ther.</source> (<year>2025</year>) <volume>14</volume>:<fpage>121</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1007/s40122-024-00688-1</pub-id><pub-id pub-id-type="pmid">39681763</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Charlet</surname> <given-names>M</given-names></name></person-group>. <article-title>Chapter 7 - Surgery of the future: harnessing the power of virtual reality and augmented reality</article-title>. In:<person-group person-group-type="editor"><name><surname>Hemanth</surname> <given-names>DJ</given-names></name> <name><surname>Jeyanthi</surname> <given-names>PM</given-names></name></person-group>, editors. <source>Leveraging Metaverse and Analytics of Things (AoT) in Medical Systems</source>. <publisher-loc>Cambridge, MA</publisher-loc>: <publisher-name>Academic Press</publisher-name> (<year>2025</year>). p. <fpage>125</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-443-24049-2.00003-0</pub-id></citation>
</ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ruscher</surname> <given-names>A</given-names></name></person-group>. <source>Optimizing Postoperative Care: The Significance of Simulation Training in Reducing Adverse Events and Promoting Patient Safety</source>. <publisher-loc>Boston, MA</publisher-loc>: <publisher-name>Northeastern University</publisher-name> (<year>2024</year>).</citation>
</ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adeghe</surname> <given-names>EP</given-names></name> <name><surname>Okolo</surname> <given-names>CA</given-names></name> <name><surname>Ojeyinka</surname> <given-names>OT</given-names></name></person-group>. <article-title>A review of wearable technology in healthcare: monitoring patient health and enhancing outcomes</article-title>. <source>OARJ Multidiscip Stud.</source> (<year>2024</year>) <volume>7</volume>:<fpage>142</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.53022/oarjms.2024.7.1.0019</pub-id></citation>
</ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Appelboom</surname> <given-names>G</given-names></name> <name><surname>Yang</surname> <given-names>AH</given-names></name> <name><surname>Christophe</surname> <given-names>BR</given-names></name> <name><surname>Bruce</surname> <given-names>EM</given-names></name> <name><surname>Slomian</surname> <given-names>J</given-names></name> <name><surname>Bruy&#x000E8;re</surname> <given-names>O</given-names></name> <etal/></person-group>. <article-title>The promise of wearable activity sensors to define patient recovery</article-title>. <source>J Clin Neurosci.</source> (<year>2014</year>) <volume>21</volume>:<fpage>1089</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1016/j.jocn.2013.12.003</pub-id><pub-id pub-id-type="pmid">24534628</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalid</surname> <given-names>N</given-names></name> <name><surname>Zaidan</surname> <given-names>A</given-names></name> <name><surname>Zaidan</surname> <given-names>B</given-names></name> <name><surname>Salman</surname> <given-names>OH</given-names></name> <name><surname>Hashim</surname> <given-names>M</given-names></name> <name><surname>Muzammil</surname> <given-names>H</given-names></name></person-group>. <article-title>Based real time remote health monitoring systems: a review on patients prioritization and related&#x0201C; big data&#x0201D; using body sensors information and communication technology</article-title>. <source>J Med Syst.</source> (<year>2018</year>) <volume>42</volume>:<fpage>1</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1007/s10916-018-0916-7</pub-id><pub-id pub-id-type="pmid">29288419</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eddahchouri</surname> <given-names>Y</given-names></name> <name><surname>Peelen</surname> <given-names>RV</given-names></name> <name><surname>Koeneman</surname> <given-names>M</given-names></name> <name><surname>Touw</surname> <given-names>HR</given-names></name> <name><surname>van Goor</surname> <given-names>H</given-names></name> <name><surname>Bredie</surname> <given-names>SJ</given-names></name></person-group>. <article-title>Effect of continuous wireless vital sign monitoring on unplanned ICU admissions and rapid response team calls: a before-and-after study</article-title>. <source>Br J Anaesth.</source> (<year>2022</year>) <volume>128</volume>:<fpage>857</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1016/j.bja.2022.01.036</pub-id><pub-id pub-id-type="pmid">35282866</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kang</surname> <given-names>HS</given-names></name> <name><surname>Exworthy</surname> <given-names>M</given-names></name></person-group>. <article-title>Wearing the future&#x02014;wearables to empower users to take greater responsibility for their health and care: scoping review</article-title>. <source>JMIR mHealth uHealth.</source> (<year>2022</year>) <volume>10</volume>:<fpage>e35684</fpage>. <pub-id pub-id-type="doi">10.2196/35684</pub-id><pub-id pub-id-type="pmid">35830222</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tariq</surname> <given-names>MU</given-names></name></person-group>. <article-title>Advanced wearable medical devices and their role in transformative remote health monitoring</article-title>. In: <source>Transformative Approaches to Patient Literacy and Healthcare Innovation.</source> <publisher-loc>London</publisher-loc>: <publisher-name>IGI Global</publisher-name> (<year>2024</year>). p. <fpage>308</fpage>&#x02013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.4018/979-8-3693-3661-8.ch015</pub-id></citation>
</ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fatima</surname> <given-names>S</given-names></name></person-group>. <article-title>Transforming healthcare with AI and machine learning: revolutionizing patient care through advanced analytics</article-title>. <source>Int J Educ Sci Res Rev</source>. (<year>2024</year>) <fpage>11</fpage>.</citation>
</ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Przadka</surname> <given-names>M</given-names></name> <name><surname>Pajak</surname> <given-names>W</given-names></name> <name><surname>Kleinrok</surname> <given-names>J</given-names></name> <name><surname>Pec</surname> <given-names>J</given-names></name> <name><surname>Michno</surname> <given-names>K</given-names></name> <name><surname>Karpi&#x00144;ski</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Advances in 3D printing applications for personalized orthopedic surgery: from anatomical modeling to patient-specific implants</article-title>. <source>J Clin Med.</source> (<year>2025</year>) <volume>14</volume>:<fpage>3989</fpage>. <pub-id pub-id-type="doi">10.3390/jcm14113989</pub-id><pub-id pub-id-type="pmid">40507750</pub-id></citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malukhin</surname> <given-names>K</given-names></name> <name><surname>Ehmann</surname> <given-names>K</given-names></name></person-group>. <article-title>Mathematical modeling and virtual reality simulation of surgical tool interactions with soft tissue: a review and prospective</article-title>. <source>J Eng Sci Med Diagn Ther.</source> (<year>2018</year>) <volume>1</volume>:<fpage>020802</fpage>. <pub-id pub-id-type="doi">10.1115/1.4039417</pub-id></citation>
</ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fadero</surname> <given-names>PE</given-names></name> <name><surname>Shah</surname> <given-names>M</given-names></name></person-group>. <article-title>Three dimensional (3D) modelling and surgical planning in trauma and orthopaedics</article-title>. <source>Surgeon.</source> (<year>2014</year>) <volume>12</volume>:<fpage>328</fpage>&#x02013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.1016/j.surge.2014.03.008</pub-id><pub-id pub-id-type="pmid">24821263</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fong</surname> <given-names>AJ</given-names></name> <name><surname>Smith</surname> <given-names>M</given-names></name> <name><surname>Langerman</surname> <given-names>A</given-names></name></person-group>. <article-title>Efficiency improvement in the operating room</article-title>. <source>J Surg Res.</source> (<year>2016</year>) <volume>204</volume>:<fpage>371</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.jss.2016.04.054</pub-id><pub-id pub-id-type="pmid">27565073</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakshi</surname> <given-names>I</given-names></name> <name><surname>Rawat</surname> <given-names>HS</given-names></name> <name><surname>Singh</surname> <given-names>S</given-names></name></person-group>. <article-title>Exploring the impact of 3D printing on advancing reconstructive surgery: a comprehensive review</article-title>. <source>Int Multidiscip Res J.</source> (<year>2024</year>) <volume>6</volume>:<fpage>1</fpage>&#x02013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.36948/ijfmr.2024.v06i02.14675</pub-id></citation>
</ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Paxton</surname> <given-names>NC</given-names></name> <name><surname>Tetsworth</surname> <given-names>K</given-names></name> <name><surname>Woodruff</surname> <given-names>MA</given-names></name></person-group>. <article-title>Personalization for surgical implants</article-title>. In:<person-group person-group-type="editor"><name><surname>Paul</surname> <given-names>G</given-names></name> <name><surname>Doweidar</surname> <given-names>MH</given-names></name></person-group>, editors. <source>Digital Human Modeling and Medicine</source>. <publisher-loc>London</publisher-loc>: <publisher-name>Elsevier</publisher-name> (<year>2023</year>). p. <fpage>849</fpage>&#x02013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-12-823913-1.00019-1</pub-id></citation>
</ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chang</surname> <given-names>SE</given-names></name> <name><surname>Chen</surname> <given-names>Y</given-names></name></person-group>. <article-title>Blockchain in health care innovation: literature review and case study from a business ecosystem perspective</article-title>. <source>J Med Internet Res.</source> (<year>2020</year>) <volume>22</volume>:<fpage>e19480</fpage>. <pub-id pub-id-type="doi">10.2196/19480</pub-id><pub-id pub-id-type="pmid">32865501</pub-id></citation></ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>H</given-names></name> <name><surname>Crespo</surname> <given-names>RG</given-names></name> <name><surname>Mart&#x000ED;nez</surname> <given-names>OS</given-names></name></person-group>. <article-title>Enhancing privacy and data security across healthcare applications using blockchain and distributed ledger concepts</article-title>. <source>Healthcare</source>. (<year>2020</year>) <volume>8</volume>:<fpage>243</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare8030243</pub-id><pub-id pub-id-type="pmid">32751325</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ali Beshi</surname> <given-names>ZI</given-names></name> <name><surname>Altuwayr</surname> <given-names>GM</given-names></name> <name><surname>Alaryani</surname> <given-names>SA</given-names></name> <name><surname>Beshi</surname> <given-names>FI</given-names></name> <name><surname>Alghamdi</surname> <given-names>SSA</given-names></name> <name><surname>Alobayli</surname> <given-names>MYS</given-names></name></person-group>. <source>Leveraging the Implementation of Technology in Enhancing Nursing Practice and Patient Outcomes</source>.</citation>
</ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>D</given-names></name> <name><surname>Ding</surname> <given-names>H</given-names></name> <name><surname>Shen</surname> <given-names>C</given-names></name> <name><surname>Liu</surname> <given-names>Y</given-names></name> <name><surname>Jia</surname> <given-names>N</given-names></name></person-group>. <article-title>Evaluating the role of nursing interventions in enhanced recovery after surgery for minimally invasive spine surgery: a retrospective analysis</article-title>. <source>Fron Surg.</source> (<year>2025</year>) <volume>12</volume>:<fpage>1519135</fpage>. <pub-id pub-id-type="doi">10.3389/fsurg.2025.1519135</pub-id><pub-id pub-id-type="pmid">40046500</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>Y</given-names></name> <name><surname>Yan</surname> <given-names>C</given-names></name> <name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Wang</surname> <given-names>Q</given-names></name> <name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Qiang</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>A nurse-driven enhanced recovery after surgery (ERAS) nursing program for geriatric patients following lung surgery</article-title>. <source>Thorac Cancer.</source> (<year>2020</year>) <volume>11</volume>:<fpage>1105</fpage>&#x02013;<lpage>13</lpage>. <pub-id pub-id-type="doi">10.1111/1759-7714.13372</pub-id><pub-id pub-id-type="pmid">32120450</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jain</surname> <given-names>SN</given-names></name> <name><surname>Lamture</surname> <given-names>Y</given-names></name> <name><surname>Krishna</surname> <given-names>M</given-names></name></person-group>. <article-title>Enhanced recovery after surgery: exploring the advances and strategies</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e47237</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.47237</pub-id><pub-id pub-id-type="pmid">38022245</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ismail</surname> <given-names>MF</given-names></name> <name><surname>Sharma</surname> <given-names>R</given-names></name></person-group>. <source>Redefining Perioperative Care: The Pivotal Role of Anesthesiologists in Enhanced Recovery After Surgery (ERAS) Protocols</source>.</citation>
</ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tippireddy</surname> <given-names>S</given-names></name> <name><surname>Ghatol</surname> <given-names>D</given-names></name></person-group>. <source>Anesthetic Management for Enhanced Recovery After Major Surgery (ERAS)</source>. <publisher-loc>Treasure Island, FL</publisher-loc>: <publisher-name>StatPearls Publishing</publisher-name> (<year>2023</year>).</citation>
</ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altman</surname> <given-names>AD</given-names></name> <name><surname>Helpman</surname> <given-names>L</given-names></name> <name><surname>McGee</surname> <given-names>J</given-names></name> <name><surname>Samou&#x000EB;lian</surname> <given-names>V</given-names></name> <name><surname>Auclair</surname> <given-names>MH</given-names></name> <name><surname>Brar</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Enhanced recovery after surgery: implementing a new standard of surgical care</article-title>. <source>CMAJ.</source> (<year>2019</year>) <volume>191</volume>:<fpage>E469</fpage>&#x02013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1503/cmaj.180635</pub-id><pub-id pub-id-type="pmid">31036609</pub-id></citation></ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>TE</given-names></name> <name><surname>Roche</surname> <given-names>AM</given-names></name> <name><surname>Mythen</surname> <given-names>M</given-names></name></person-group>. <article-title>Fluid management and goal-directed therapy as an adjunct to Enhanced Recovery After Surgery (ERAS)</article-title>. <source>Can J Anaesth.</source> (<year>2015</year>) <volume>62</volume>:<fpage>158</fpage>&#x02013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1007/s12630-014-0266-y</pub-id><pub-id pub-id-type="pmid">25391735</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tazreean</surname> <given-names>R</given-names></name> <name><surname>Nelson</surname> <given-names>G</given-names></name> <name><surname>Twomey</surname> <given-names>R</given-names></name></person-group>. <article-title>Early mobilization in enhanced recovery after surgery pathways: current evidence and recent advancements</article-title>. <source>J Comp Eff Res.</source> (<year>2022</year>) <volume>11</volume>:<fpage>121</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2217/cer-2021-0258</pub-id><pub-id pub-id-type="pmid">35045757</pub-id></citation></ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chou</surname> <given-names>D</given-names></name> <name><surname>Mundis</surname> <given-names>G</given-names></name> <name><surname>Wang</surname> <given-names>M</given-names></name> <name><surname>Fu</surname> <given-names>K-M</given-names></name> <name><surname>Shaffrey</surname> <given-names>C</given-names></name> <name><surname>Okonkwo</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Minimally invasive surgery for mild-to-moderate adult spinal deformities: impact on intensive care unit and hospital stay</article-title>. <source>World Neurosurg.</source> (<year>2019</year>) <volume>127</volume>:<fpage>e649</fpage>&#x02013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1016/j.wneu.2019.03.237</pub-id><pub-id pub-id-type="pmid">30947010</pub-id></citation></ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Echeverria-Villalobos</surname> <given-names>M</given-names></name> <name><surname>Stoicea</surname> <given-names>N</given-names></name> <name><surname>Todeschini</surname> <given-names>AB</given-names></name> <name><surname>Fiorda-Diaz</surname> <given-names>J</given-names></name> <name><surname>Uribe</surname> <given-names>AA</given-names></name> <name><surname>Weaver</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Enhanced recovery after surgery (ERAS): a perspective review of postoperative pain management under ERAS pathways and its role on opioid crisis in the United States</article-title>. <source>Clin J Pain.</source> (<year>2020</year>) <volume>36</volume>:<fpage>219</fpage>&#x02013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1097/AJP.0000000000000792</pub-id><pub-id pub-id-type="pmid">31868759</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Balfour</surname> <given-names>A</given-names></name> <name><surname>Amery</surname> <given-names>J</given-names></name> <name><surname>Burch</surname> <given-names>J</given-names></name> <name><surname>Smid&#x02013;Nanninga</surname> <given-names>H</given-names></name></person-group>. <article-title>Enhanced recovery after surgery (ERAS<sup>&#x000AE;</sup>): barriers and solutions for nurses</article-title>. <source>Asia-Pac J Oncol Nurs</source>. (<year>2022</year>) <volume>9</volume>:<fpage>100040</fpage>. <pub-id pub-id-type="doi">10.1016/j.apjon.2022.02.002</pub-id><pub-id pub-id-type="pmid">35647226</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tan</surname> <given-names>VS</given-names></name> <name><surname>editor Maximizing</surname> <given-names>Workforce</given-names></name></person-group>. <source>HRD for Developing States and Companies: Proceedings of the 2005 Brunei Darussalam AEMC Convention</source>. <publisher-loc>Singapore</publisher-loc>: <publisher-name>Institute of Southeast Asian Studies</publisher-name> (<year>2005</year>).</citation>
</ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Q</given-names></name> <name><surname>Yu</surname> <given-names>B</given-names></name> <name><surname>Ou</surname> <given-names>Y</given-names></name> <name><surname>Zhou</surname> <given-names>X</given-names></name> <name><surname>Zou</surname> <given-names>S</given-names></name> <name><surname>Peng</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Progress of research on methods of human resource allocation in operating room nursing</article-title>. <source>Front Public Health.</source> (<year>2025</year>) <volume>13</volume>:<fpage>1539108</fpage>. <pub-id pub-id-type="doi">10.3389/fpubh.2025.1539108</pub-id><pub-id pub-id-type="pmid">40520322</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khaw</surname> <given-names>KW</given-names></name> <name><surname>Alnoor</surname> <given-names>A</given-names></name> <name><surname>Al-Abrrow</surname> <given-names>H</given-names></name> <name><surname>Tiberius</surname> <given-names>V</given-names></name> <name><surname>Ganesan</surname> <given-names>Y</given-names></name> <name><surname>Atshan</surname> <given-names>NA</given-names></name></person-group>. <article-title>Reactions towards organizational change: a systematic literature review</article-title>. <source>Curr Psychol</source>. (<year>2022</year>) <fpage>1</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1007/s12144-022-03070-6</pub-id><pub-id pub-id-type="pmid">35431526</pub-id></citation></ref>
<ref id="B76">
<label>76.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Griffiths</surname> <given-names>P</given-names></name> <name><surname>Saville</surname> <given-names>C</given-names></name> <name><surname>Ball</surname> <given-names>J</given-names></name> <name><surname>Jones</surname> <given-names>J</given-names></name> <name><surname>Pattison</surname> <given-names>N</given-names></name> <name><surname>Monks</surname> <given-names>T</given-names></name></person-group>. <article-title>Nursing workload, nurse staffing methodologies and tools: a systematic scoping review and discussion</article-title>. <source>Int J Nurs Stud.</source> (<year>2020</year>) <volume>103</volume>:<fpage>103487</fpage>. <pub-id pub-id-type="doi">10.1016/j.ijnurstu.2019.103487</pub-id><pub-id pub-id-type="pmid">31884330</pub-id></citation></ref>
<ref id="B77">
<label>77.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cenacchi</surname> <given-names>C</given-names></name> <name><surname>Giusti</surname> <given-names>M</given-names></name> <name><surname>Peghetti</surname> <given-names>A</given-names></name> <name><surname>Quirini</surname> <given-names>S</given-names></name> <name><surname>Tinelli</surname> <given-names>F</given-names></name> <name><surname>Giorgi</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Optimization of nursing staff standards in the perioperative settings of the IRCCS University Hospital of Bologna. An improvement project</article-title>. <source>Front Public Health</source>. (<year>2025</year>) <volume>13</volume>:<fpage>1601290</fpage>. <pub-id pub-id-type="doi">10.3389/fpubh.2025.1601290</pub-id><pub-id pub-id-type="pmid">40642247</pub-id></citation></ref>
<ref id="B78">
<label>78.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Namaganda</surname> <given-names>GN</given-names></name> <name><surname>Whitright</surname> <given-names>A</given-names></name> <name><surname>Maniple</surname> <given-names>EB</given-names></name></person-group>. <article-title>Lessons learned from implementation of the Workload Indicator of Staffing Need (WISN) methodology: an international Delphi study of expert users</article-title>. <source>Hum Resour Health.</source> (<year>2022</year>) <volume>19</volume>:<fpage>138</fpage>. <pub-id pub-id-type="doi">10.1186/s12960-021-00675-z</pub-id><pub-id pub-id-type="pmid">35090491</pub-id></citation></ref>
<ref id="B79">
<label>79.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>S-R</given-names></name> <name><surname>Zhou</surname> <given-names>K</given-names></name> <name><surname>Zhang</surname> <given-names>W</given-names></name></person-group>. <article-title>Application progress of nursing intervention in cardiac surgery</article-title>. <source>World J Clin Cases.</source> (<year>2023</year>) <volume>11</volume>:<fpage>7943</fpage>. <pub-id pub-id-type="doi">10.12998/wjcc.v11.i33.7943</pub-id><pub-id pub-id-type="pmid">38075584</pub-id></citation></ref>
<ref id="B80">
<label>80.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elmetwaly</surname> <given-names>RM</given-names></name> <name><surname>El Sayed</surname> <given-names>RA</given-names></name></person-group>. <article-title>Chest tube removal: efficacy of cold application and breathing exercises on pain and anxiety level</article-title>. <source>Evid-Based Nurs Res</source>. (<year>2020</year>) <volume>2</volume>:<fpage>12</fpage>. <pub-id pub-id-type="doi">10.47104/ebnrojs3.v2i4.159</pub-id></citation>
</ref>
<ref id="B81">
<label>81.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>K</given-names></name> <name><surname>Shao</surname> <given-names>X</given-names></name> <name><surname>Lv</surname> <given-names>X</given-names></name> <name><surname>Yang</surname> <given-names>F</given-names></name> <name><surname>Shen</surname> <given-names>Q</given-names></name> <name><surname>Fang</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Perioperative psychological issues and nursing care among patients undergoing minimally invasive surgeries</article-title>. <source>Laparosc Endosc Robot Surg.</source> (<year>2022</year>) <volume>5</volume>:<fpage>92</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.lers.2022.06.001</pub-id></citation>
</ref>
<ref id="B82">
<label>82.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lobdell</surname> <given-names>KW</given-names></name> <name><surname>Appoo</surname> <given-names>JJ</given-names></name> <name><surname>Rose</surname> <given-names>GA</given-names></name> <name><surname>Ferguson</surname> <given-names>B</given-names></name> <name><surname>Chatterjee</surname> <given-names>S</given-names></name></person-group>. <article-title>Technological advances to enhance recovery after cardiac surgery</article-title>. <source>J Hosp Manag Health Policy</source>. (<year>2021</year>) <fpage>5</fpage>. <pub-id pub-id-type="doi">10.21037/jhmhp-20-114</pub-id></citation>
</ref>
<ref id="B83">
<label>83.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raheem</surname> <given-names>AA</given-names></name> <name><surname>Song</surname> <given-names>HJ</given-names></name> <name><surname>Chang</surname> <given-names>KD</given-names></name> <name><surname>Choi</surname> <given-names>YD</given-names></name> <name><surname>Rha</surname> <given-names>KH</given-names></name></person-group>. <article-title>Robotic nurse duties in the urology operative room: 11 years of experience</article-title>. <source>Asian J Urol.</source> (<year>2017</year>) <volume>4</volume>:<fpage>116</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1016/j.ajur.2016.09.012</pub-id><pub-id pub-id-type="pmid">29264216</pub-id></citation></ref>
<ref id="B84">
<label>84.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Hardin</surname> <given-names>SR</given-names></name> <name><surname>Kaplow</surname> <given-names>R</given-names></name></person-group>. <source>Cardiac Surgery Essentials for Critical Care Nursing</source>. <publisher-loc>Burlington, MA</publisher-loc>: <publisher-name>Jones &#x00026; Bartlett Learning</publisher-name> (<year>2025</year>).</citation>
</ref>
<ref id="B85">
<label>85.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qiu</surname> <given-names>X</given-names></name></person-group>. <article-title>Nurse-led intervention in the management of patients with cardiovascular diseases: a brief literature review</article-title>. <source>BMC Nurs.</source> (<year>2024</year>) <volume>23</volume>:<fpage>6</fpage>. <pub-id pub-id-type="doi">10.1186/s12912-023-01422-6</pub-id><pub-id pub-id-type="pmid">38163878</pub-id></citation></ref>
<ref id="B86">
<label>86.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>J</given-names></name></person-group>. <article-title>Impacts of operating room refined nursing on orthopedic surgery patients</article-title>. <source>Bone Arthrosurg Sci.</source> (<year>2023</year>) <volume>1</volume>:<fpage>14</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.26689/bas.v1i3.5726</pub-id></citation>
</ref>
<ref id="B87">
<label>87.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wong</surname> <given-names>KC</given-names></name></person-group>. <article-title>3D-printed patient-specific applications in orthopedics</article-title>. <source>Orthop Res Rev</source>. (<year>2016</year>) <volume>8</volume>:<fpage>57</fpage>&#x02013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.2147/ORR.S99614</pub-id><pub-id pub-id-type="pmid">30774470</pub-id></citation></ref>
<ref id="B88">
<label>88.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almutairi</surname> <given-names>AND</given-names></name> <name><surname>Alshahrani</surname> <given-names>WAF</given-names></name> <name><surname>Almansour</surname> <given-names>HAA</given-names></name> <name><surname>Alotaibi</surname> <given-names>KM</given-names></name> <name><surname>Alqasmi</surname> <given-names>LH</given-names></name> <name><surname>Sheikh</surname> <given-names>MM</given-names></name> <etal/></person-group>. <article-title>The role of advanced prosthetic technologies in enhancing patient mobility and independence: implications for nursing practice in orthopedic surgery</article-title>. <source>J Ecohumanism</source>. (<year>2024</year>) <volume>3</volume>:<fpage>13048</fpage>&#x02013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.62754/joe.v3i8.6169</pub-id></citation>
</ref>
<ref id="B89">
<label>89.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Suarez-Ahedo</surname> <given-names>C</given-names></name> <name><surname>Lopez-Reyes</surname> <given-names>A</given-names></name> <name><surname>Martinez-Armenta</surname> <given-names>C</given-names></name> <name><surname>Martinez-Gomez</surname> <given-names>LE</given-names></name> <name><surname>Martinez-Nava</surname> <given-names>GA</given-names></name> <name><surname>Pineda</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Revolutionizing orthopedics: a comprehensive review of robot-assisted surgery, clinical outcomes, and the future of patient care</article-title>. <source>J Robot Surg.</source> (<year>2023</year>) <volume>17</volume>:<fpage>2575</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1007/s11701-023-01697-6</pub-id><pub-id pub-id-type="pmid">37639163</pub-id></citation></ref>
<ref id="B90">
<label>90.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Struemph</surname> <given-names>JM</given-names></name> <name><surname>Chong</surname> <given-names>AC</given-names></name> <name><surname>Wooley</surname> <given-names>PH</given-names></name></person-group>. <article-title>Evaluation of different experience levels of orthopaedic residents effect on polymethylmethacrylate (PMMA) bone cement mechanical properties</article-title>. <source>Iowa Orthop J.</source> (<year>2015</year>) <volume>35</volume>:<fpage>193</fpage>&#x02013;<lpage>8</lpage>.<pub-id pub-id-type="pmid">26361465</pub-id></citation></ref>
<ref id="B91">
<label>91.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arora</surname> <given-names>M</given-names></name> <name><surname>Chan</surname> <given-names>EK</given-names></name> <name><surname>Gupta</surname> <given-names>S</given-names></name> <name><surname>Diwan</surname> <given-names>AD</given-names></name></person-group>. <article-title>Polymethylmethacrylate bone cements and additives: a review of the literature</article-title>. <source>World J Orthop.</source> (<year>2013</year>) <volume>4</volume>:<fpage>67</fpage>&#x02013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.5312/wjo.v4.i2.67</pub-id><pub-id pub-id-type="pmid">23610754</pub-id></citation></ref>
<ref id="B92">
<label>92.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shady</surname> <given-names>RHA</given-names></name> <name><surname>El-Shaboury</surname> <given-names>RHR</given-names></name> <name><surname>Elsaid</surname> <given-names>RAA</given-names></name> <name><surname>Ahmed</surname> <given-names>SAE-M</given-names></name> <name><surname>Badawy</surname> <given-names>GG</given-names></name> <name><surname>Hamed</surname> <given-names>WE</given-names></name> <etal/></person-group>. <article-title>Enhancing nursing practice through patient outcome measures: a framework for optimizing care in intracranial surgery</article-title>. <source>BMC Nurs.</source> (<year>2025</year>) <volume>24</volume>:<fpage>402</fpage>. <pub-id pub-id-type="doi">10.1186/s12912-025-02960-x</pub-id><pub-id pub-id-type="pmid">40211266</pub-id></citation></ref>
<ref id="B93">
<label>93.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Zagzoog</surname> <given-names>N</given-names></name></person-group>. <source>Feasibility of Skull Base Neuronavigation Using Optical Topographic Imaging Toward Guidance of Human and Robotic Drill Operators</source>. <publisher-loc>Toronto, ON</publisher-loc>: <publisher-name>University of Toronto</publisher-name> (<year>2023</year>).</citation>
</ref>
<ref id="B94">
<label>94.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gertsch</surname> <given-names>JH</given-names></name> <name><surname>Moreira</surname> <given-names>JJ</given-names></name> <name><surname>Lee</surname> <given-names>GR</given-names></name> <name><surname>Hastings</surname> <given-names>JD</given-names></name> <name><surname>Ritzl</surname> <given-names>E</given-names></name> <name><surname>Eccher</surname> <given-names>MA</given-names></name> <etal/></person-group>. <article-title>Practice guidelines for the supervising professional: intraoperative neurophysiological monitoring</article-title>. <source>J Clin Monit Comput.</source> (<year>2019</year>) <volume>33</volume>:<fpage>175</fpage>&#x02013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1007/s10877-018-0201-9</pub-id><pub-id pub-id-type="pmid">30374759</pub-id></citation></ref>
<ref id="B95">
<label>95.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nagpal</surname> <given-names>K</given-names></name> <name><surname>Vats</surname> <given-names>A</given-names></name> <name><surname>Lamb</surname> <given-names>B</given-names></name> <name><surname>Ashrafian</surname> <given-names>H</given-names></name> <name><surname>Sevdalis</surname> <given-names>N</given-names></name> <name><surname>Vincent</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Information transfer and communication in surgery: a systematic review</article-title>. <source>Ann Surg.</source> (<year>2010</year>) <volume>252</volume>:<fpage>225</fpage>&#x02013;<lpage>39</lpage>. <pub-id pub-id-type="doi">10.1097/SLA.0b013e3181e495c2</pub-id><pub-id pub-id-type="pmid">20647929</pub-id></citation></ref>
<ref id="B96">
<label>96.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alshammri</surname> <given-names>A</given-names></name> <name><surname>Almalki</surname> <given-names>A</given-names></name> <name><surname>Alasmary</surname> <given-names>M</given-names></name> <name><surname>Alshihre</surname> <given-names>M</given-names></name> <name><surname>Al-Qarni</surname> <given-names>H</given-names></name> <name><surname>Alqahtani</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>The impact of patient-centered care at work: make a difference to the patient experience</article-title>. <source>Int J Sci Res.</source> (<year>2022</year>) <volume>1</volume>:<fpage>171</fpage>&#x02013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.59992/IJSR.2022.v1n2p8</pub-id></citation>
</ref>
<ref id="B97">
<label>97.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darko</surname> <given-names>EM</given-names></name> <name><surname>Kleib</surname> <given-names>M</given-names></name> <name><surname>Lemermeyer</surname> <given-names>G</given-names></name> <name><surname>Tavakoli</surname> <given-names>M</given-names></name></person-group>. <article-title>Robotics in nursing: protocol for a scoping review</article-title>. <source>JMIR Res Protoc.</source> (<year>2023</year>) <volume>12</volume>:<fpage>e50626</fpage>. <pub-id pub-id-type="doi">10.2196/50626</pub-id><pub-id pub-id-type="pmid">37955956</pub-id></citation></ref>
<ref id="B98">
<label>98.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roos</surname> <given-names>R</given-names></name></person-group>. <source>Healing Milestones: Charting Medicine&#x00027;s Remarkable Voyage Through Time</source> (<year>2023</year>).</citation>
</ref>
<ref id="B99">
<label>99.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anurogo</surname> <given-names>D</given-names></name> <name><surname>Hidayat</surname> <given-names>NA</given-names></name></person-group>. <source>The Art Of Televasculobiomedicine 5</source>.0. Makassar: Nas Media Pustaka (<year>2023</year>).</citation>
</ref>
<ref id="B100">
<label>100.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mani</surname> <given-names>Z</given-names></name> <name><surname>Chouk</surname> <given-names>I</given-names></name></person-group>. <article-title>Consumer resistance to innovation in services: challenges and barriers in the internet of things era</article-title>. <source>J Prod Innov Manag.</source> (<year>2018</year>) <volume>35</volume>:<fpage>780</fpage>&#x02013;<lpage>807</lpage>. <pub-id pub-id-type="doi">10.1111/jpim.12463</pub-id></citation>
</ref>
<ref id="B101">
<label>101.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chaudhary</surname> <given-names>G</given-names></name></person-group>. <article-title>Unveiling the black box: bringing algorithmic transparency to AI</article-title>. <source>Masaryk Univ J Law Technol.</source> (<year>2024</year>) <volume>18</volume>:<fpage>93</fpage>&#x02013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.5817/MUJLT2024-1-4</pub-id></citation>
</ref>
<ref id="B102">
<label>102.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malone</surname> <given-names>M</given-names></name> <name><surname>Way</surname> <given-names>DP</given-names></name> <name><surname>Leung</surname> <given-names>CG</given-names></name> <name><surname>Danforth</surname> <given-names>D</given-names></name> <name><surname>Maicher</surname> <given-names>K</given-names></name> <name><surname>Vakil</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Evaluation of high-fidelity and virtual reality simulation platforms for assessing fourth-year medical students&#x00027; encounters with patients in need of urgent or emergent care</article-title>. <source>Ann Med.</source> (<year>2024</year>) <volume>56</volume>:<fpage>2382947</fpage>. <pub-id pub-id-type="doi">10.1080/07853890.2024.2382947</pub-id><pub-id pub-id-type="pmid">39078334</pub-id></citation></ref>
<ref id="B103">
<label>103.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Javed</surname> <given-names>H</given-names></name> <name><surname>Olanrewaju</surname> <given-names>OA</given-names></name> <name><surname>Owusu</surname> <given-names>FA</given-names></name> <name><surname>Saleem</surname> <given-names>A</given-names></name> <name><surname>Pavani</surname> <given-names>P</given-names></name> <name><surname>Tariq</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Challenges and solutions in postoperative complications: a narrative review in general surgery</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e50942</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.50942</pub-id><pub-id pub-id-type="pmid">38264378</pub-id></citation></ref>
<ref id="B104">
<label>104.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ngafeeson</surname> <given-names>M</given-names></name></person-group>. <source>Understanding User Resistance to Information Technology in Healthcare: The Nature and Role Of Perceived Threats</source>. (<year>2015</year>).</citation>
</ref>
<ref id="B105">
<label>105.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amin</surname> <given-names>SM</given-names></name> <name><surname>El-Gazar</surname> <given-names>HE</given-names></name> <name><surname>Zoromba</surname> <given-names>MA</given-names></name> <name><surname>El-Sayed</surname> <given-names>MM</given-names></name> <name><surname>Atta</surname> <given-names>MHR</given-names></name></person-group>. <article-title>Sentiment of nurses towards artificial intelligence and resistance to change in healthcare organisations: a mixed-method study</article-title>. <source>J Adv Nurs.</source> (<year>2025</year>) <volume>81</volume>:<fpage>2087</fpage>&#x02013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1111/jan.16435</pub-id><pub-id pub-id-type="pmid">39235193</pub-id></citation></ref>
<ref id="B106">
<label>106.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Traynor</surname> <given-names>M</given-names></name> <name><surname>Boland</surname> <given-names>M</given-names></name> <name><surname>Buus</surname> <given-names>N</given-names></name></person-group>. <article-title>Autonomy, evidence and intuition: nurses and decision-making</article-title>. <source>J Adv Nurs.</source> (<year>2010</year>) <volume>66</volume>:<fpage>1584</fpage>&#x02013;<lpage>91</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2648.2010.05317.x</pub-id><pub-id pub-id-type="pmid">20497271</pub-id></citation></ref>
<ref id="B107">
<label>107.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>AT</given-names></name> <name><surname>Ramasamy</surname> <given-names>RK</given-names></name> <name><surname>Subbarao</surname> <given-names>A</given-names></name></person-group>. <article-title>Barriers to and facilitators of technology adoption in emergency departments: a comprehensive review</article-title>. <source>Int J Environ Res Public Health.</source> (<year>2025</year>) <volume>22</volume>:<fpage>479</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph22040479</pub-id><pub-id pub-id-type="pmid">40283708</pub-id></citation></ref>
<ref id="B108">
<label>108.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayward</surname> <given-names>D</given-names></name> <name><surname>Bungay</surname> <given-names>V</given-names></name> <name><surname>Wolff</surname> <given-names>AC</given-names></name> <name><surname>MacDonald</surname> <given-names>V</given-names></name></person-group>. <article-title>A qualitative study of experienced nurses&#x00027; voluntary turnover: learning from their perspectives</article-title>. <source>J Clin Nurs.</source> (<year>2016</year>) <volume>25</volume>:<fpage>1336</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1111/jocn.13210</pub-id><pub-id pub-id-type="pmid">26990238</pub-id></citation></ref>
<ref id="B109">
<label>109.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Konda</surname> <given-names>NN</given-names></name> <name><surname>Lewis</surname> <given-names>TL</given-names></name> <name><surname>Furness</surname> <given-names>HN</given-names></name> <name><surname>Miller</surname> <given-names>GW</given-names></name> <name><surname>Metcalfe</surname> <given-names>AJ</given-names></name> <name><surname>Ellard</surname> <given-names>DR</given-names></name></person-group>. <article-title>Surgeon views regarding the adoption of a novel surgical innovation into clinical practice: systematic review</article-title>. <source>BJS Open</source>. (<year>2024</year>) <volume>8</volume>:<fpage>zrad141</fpage>. <pub-id pub-id-type="doi">10.1093/bjsopen/zrad141</pub-id><pub-id pub-id-type="pmid">38266120</pub-id></citation></ref>
<ref id="B110">
<label>110.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>P</given-names></name> <name><surname>Jamal</surname> <given-names>O</given-names></name> <name><surname>Bozorg</surname> <given-names>S</given-names></name> <name><surname>Khullar</surname> <given-names>T</given-names></name> <name><surname>Workman</surname> <given-names>R</given-names></name></person-group>. <source>Overcoming the Barriers to AI Adoption in Transport</source>. (<year>2025</year>).</citation>
</ref>
<ref id="B111">
<label>111.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adepoju</surname> <given-names>AH</given-names></name> <name><surname>Austin-Gabriel</surname> <given-names>B</given-names></name> <name><surname>Eweje</surname> <given-names>A</given-names></name> <name><surname>Collins</surname> <given-names>A</given-names></name></person-group>. <article-title>Framework for automating multi-team workflows to maximize operational efficiency and minimize redundant data handling</article-title>. <source>IRE J.</source> (<year>2022</year>) <volume>5</volume>:<fpage>663</fpage>&#x02013;<lpage>4</lpage>.</citation>
</ref>
<ref id="B112">
<label>112.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>AMERICAN</surname> <given-names>NURSES Association</given-names></name></person-group>. <source>The Ethical Use of Artificial Intelligence in Nursing practice. Position Statement by ANA Center for Ethics and Human Rights.</source> <publisher-loc>Silver Spring, MD</publisher-loc>: <publisher-name>American Nurses Association</publisher-name> (<year>2022</year>).</citation>
</ref>
<ref id="B113">
<label>113.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Balahur</surname> <given-names>A</given-names></name> <name><surname>Jenet</surname> <given-names>A</given-names></name> <name><surname>Hupont</surname> <given-names>IT</given-names></name> <name><surname>Charisi</surname> <given-names>V</given-names></name> <name><surname>Ganesh</surname> <given-names>A</given-names></name> <name><surname>Griesinger</surname> <given-names>CB</given-names></name> <etal/></person-group>. <source>Data Quality Requirements for Inclusive, Non-Biased and Trustworthy AI</source>. (<year>2022</year>).</citation>
</ref>
<ref id="B114">
<label>114.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Williamson</surname> <given-names>SM</given-names></name> <name><surname>Prybutok</surname> <given-names>V</given-names></name></person-group>. <article-title>Balancing privacy and progress: a review of privacy challenges, systemic oversight, and patient perceptions in AI-driven healthcare</article-title>. <source>Appl Sci.</source> (<year>2024</year>) <volume>14</volume>:<fpage>675</fpage>. <pub-id pub-id-type="doi">10.3390/app14020675</pub-id></citation>
</ref>
<ref id="B115">
<label>115.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wynn</surname> <given-names>M</given-names></name></person-group>. <article-title>The digital dilemma in nursing: a critique of care in the digital age</article-title>. <source>Br J Nurs.</source> (<year>2024</year>) <volume>33</volume>:<fpage>496</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.12968/bjon.2024.0023</pub-id><pub-id pub-id-type="pmid">38850140</pub-id></citation></ref>
<ref id="B116">
<label>116.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnson</surname> <given-names>EA</given-names></name> <name><surname>Galatzan</surname> <given-names>BJ</given-names></name></person-group>. <article-title>A critical juncture: reimagining nursing professional identity and regulation in the ethical integration of innovation and technology in healthcare</article-title>. <source>J Nurs Regul.</source> (<year>2025</year>) <volume>16</volume>:<fpage>10</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.jnr.2025.03.005</pub-id></citation>
</ref>
<ref id="B117">
<label>117.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahsan</surname> <given-names>MJ</given-names></name></person-group>. <article-title>Cultivating a culture of learning: the role of leadership in fostering lifelong development</article-title>. <source>Learn Organ.</source> (<year>2025</year>) <volume>32</volume>:<fpage>282</fpage>&#x02013;<lpage>306</lpage>. <pub-id pub-id-type="doi">10.1108/TLO-03-2024-0099</pub-id></citation>
</ref>
<ref id="B118">
<label>118.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Metwaly</surname> <given-names>A</given-names></name></person-group>. <source>A Design-Led Approach to Driving Successful R&#x00026;D Transformations.</source> (<year>2024</year>).</citation>
</ref>
<ref id="B119">
<label>119.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bynens</surname> <given-names>M</given-names></name></person-group>. <source>Empowering Excellence: Strategies for Cultivating a Culture of Bold Decision-Making in Teams</source>.</citation>
</ref>
<ref id="B120">
<label>120.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Madanchian</surname> <given-names>M</given-names></name></person-group>. <article-title>Leadership dynamics in innovative teams</article-title>. In: <source>Mastering Innovation in Business</source>. <publisher-loc>London</publisher-loc>: <publisher-name>IGI Global</publisher-name> (<year>2025</year>). p. <fpage>103</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.4018/979-8-3693-3759-2.ch005</pub-id></citation>
</ref>
<ref id="B121">
<label>121.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montes</surname> <given-names>JO</given-names></name> <name><surname>Olleros</surname> <given-names>FX</given-names></name></person-group>. <article-title>Microfactories and the new economies of scale and scope</article-title>. <source>J Manuf Technol Manag.</source> (<year>2020</year>) <volume>31</volume>:<fpage>72</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1108/JMTM-07-2018-0213</pub-id></citation>
</ref>
<ref id="B122">
<label>122.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koukourikos</surname> <given-names>K</given-names></name> <name><surname>Tsaloglidou</surname> <given-names>A</given-names></name> <name><surname>Kourkouta</surname> <given-names>L</given-names></name> <name><surname>Papathanasiou</surname> <given-names>IV</given-names></name> <name><surname>Iliadis</surname> <given-names>C</given-names></name> <name><surname>Fratzana</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Simulation in clinical nursing education</article-title>. <source>Acta Inform Med.</source> (<year>2021</year>) <volume>29</volume>:<fpage>15</fpage>&#x02013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.5455/aim.2021.29.15-20</pub-id><pub-id pub-id-type="pmid">34012208</pub-id></citation></ref>
<ref id="B123">
<label>123.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elendu</surname> <given-names>C</given-names></name> <name><surname>Amaechi</surname> <given-names>DC</given-names></name> <name><surname>Okatta</surname> <given-names>AU</given-names></name> <name><surname>Amaechi</surname> <given-names>EC</given-names></name> <name><surname>Elendu</surname> <given-names>TC</given-names></name> <name><surname>Ezeh</surname> <given-names>CP</given-names></name> <etal/></person-group>. <article-title>The impact of simulation-based training in medical education: a review</article-title>. <source>Medicine.</source> (<year>2024</year>) <volume>103</volume>:<fpage>e38813</fpage>. <pub-id pub-id-type="doi">10.1097/MD.0000000000038813</pub-id><pub-id pub-id-type="pmid">38968472</pub-id></citation></ref>
<ref id="B124">
<label>124.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>FQ</given-names></name> <name><surname>Leng</surname> <given-names>YF</given-names></name> <name><surname>Ge</surname> <given-names>JF</given-names></name> <name><surname>Wang</surname> <given-names>DW</given-names></name> <name><surname>Li</surname> <given-names>C</given-names></name> <name><surname>Chen</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Effectiveness of virtual reality in nursing education: meta-analysis</article-title>. <source>J Med Internet Res.</source> (<year>2020</year>) <volume>22</volume>:<fpage>e18290</fpage>. <pub-id pub-id-type="doi">10.2196/18290</pub-id><pub-id pub-id-type="pmid">32930664</pub-id></citation></ref>
<ref id="B125">
<label>125.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Phillips-Wren</surname> <given-names>G</given-names></name> <name><surname>AI</surname></name></person-group>. <article-title>tools in decision making support systems: a review</article-title>. <source>Int J Artif Intell Tools.</source> (<year>2012</year>) <volume>21</volume>:<fpage>1240005</fpage>. <pub-id pub-id-type="doi">10.1142/S0218213012400052</pub-id></citation>
</ref>
<ref id="B126">
<label>126.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Shoman</surname> <given-names>H</given-names></name></person-group>. <source>Identification Ranking and Prioritization of Decision-Making Criteria for the Early Adoption of Innovative Surgical Technologies into the Canadian Healthcare System: A Multi-Criteria Decision Analysis</source>. <publisher-loc>Montreal, QC</publisher-loc>: <publisher-name>McGill University</publisher-name> (<year>2023</year>). <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2023.43703</pub-id><pub-id pub-id-type="pmid">37971741</pub-id></citation></ref>
<ref id="B127">
<label>127.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Broome</surname> <given-names>ME</given-names></name></person-group>. <source>Transformational Leadership in Nursing: From Expert Clinician to Influential Leader.</source> <publisher-loc>Cham</publisher-loc>: <publisher-name>springer publishing company.</publisher-name> (<year>2024</year>). <pub-id pub-id-type="doi">10.1891/9780826192554</pub-id><pub-id pub-id-type="pmid">7606683</pub-id></citation></ref>
<ref id="B128">
<label>128.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schneider</surname> <given-names>M</given-names></name></person-group>. <source>Public Policy</source> [Master Thesis]. (<year>2021</year>).</citation>
</ref>
<ref id="B129">
<label>129.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Ahmed</surname> <given-names>A</given-names></name> <name><surname>McGough</surname> <given-names>D</given-names></name> <name><surname>Austin</surname> <given-names>S</given-names></name> <name><surname>editors</surname></name></person-group>. <article-title>Integration of BIM in higher education: case study of the adoption of bim into coventry university&#x00027;s department of civil engineering, architecture and building</article-title>. In: <source>Sustainable Building and Construction Conference</source>. <publisher-loc>Coventry</publisher-loc>: <publisher-name>Coventry University</publisher-name> (<year>2013</year>).</citation>
</ref>
<ref id="B130">
<label>130.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clayton</surname> <given-names>JL</given-names></name> <name><surname>Miller</surname> <given-names>KJ</given-names></name></person-group>. <article-title>Professional and regulatory infection control guidelines: collaboration to promote patient safety</article-title>. <source>AORN J.</source> (<year>2017</year>) <volume>106</volume>:<fpage>201</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1016/j.aorn.2017.07.005</pub-id><pub-id pub-id-type="pmid">28865630</pub-id></citation></ref>
<ref id="B131">
<label>131.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Williams</surname> <given-names>K</given-names></name></person-group>. <article-title>Guidelines in practice: patient information management</article-title>. <source>AORN J.</source> (<year>2023</year>) <volume>117</volume>:<fpage>52</fpage>&#x02013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1002/aorn.13844</pub-id><pub-id pub-id-type="pmid">36573752</pub-id></citation></ref>
<ref id="B132">
<label>132.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Applequist</surname> <given-names>J</given-names></name> <name><surname>Miller-Day</surname> <given-names>M</given-names></name> <name><surname>Cronholm</surname> <given-names>PF</given-names></name> <name><surname>Gabbay</surname> <given-names>RA</given-names></name> <name><surname>Bowen</surname> <given-names>DS</given-names></name></person-group>. <article-title>&#x0201C;In principle we have agreement, but in practice it is a bit more difficult&#x0201D;: obtaining organizational buy-in to patient-centered medical home transformation</article-title>. <source>Qual Health Res.</source> (<year>2017</year>) <volume>27</volume>:<fpage>909</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1177/1049732316680601</pub-id><pub-id pub-id-type="pmid">27909251</pub-id></citation></ref>
<ref id="B133">
<label>133.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Johnston</surname> <given-names>KA</given-names></name> <name><surname>Taylor</surname> <given-names>M</given-names></name></person-group>. <article-title>Engagement as communication: pathways, possibilities, and future directions</article-title>. In: <person-group person-group-type="editor"><name><surname>Johnston</surname> <given-names>KA</given-names></name> <name><surname>Taylor</surname> <given-names>M</given-names></name></person-group>, editors. <source>The Handbook of Communication Engagement</source>. <publisher-loc>Hoboken, NJ</publisher-loc>: <publisher-name>John Wiley &#x00026; Sons</publisher-name> (<year>2018</year>). p. <fpage>1</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1002/9781119167600.ch1</pub-id></citation>
</ref>
<ref id="B134">
<label>134.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Camargo</surname> <given-names>FC</given-names></name> <name><surname>Iwamoto</surname> <given-names>HH</given-names></name> <name><surname>Galv&#x000E3;o</surname> <given-names>CM</given-names></name> <name><surname>Monteiro</surname> <given-names>DAT</given-names></name> <name><surname>Goulart</surname> <given-names>MB</given-names></name> <name><surname>Garcia</surname> <given-names>LAA</given-names></name></person-group>. <article-title>Models for the implementation of evidence-based practice in hospital based nursing: a narrative review1</article-title>. <source>Texto Contexto-Enfermagem</source>. (<year>2018</year>) <fpage>26</fpage>. <pub-id pub-id-type="doi">10.1590/0104-07072017002070017</pub-id></citation>
</ref>
<ref id="B135">
<label>135.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schimb&#x000F6;ck</surname> <given-names>F</given-names></name> <name><surname>Eichhorn</surname> <given-names>J</given-names></name></person-group>. <source>Creating A Virtual Nursing Journal Club: AN Innovative Teaching Method to Achieve Evidence-Based Practice in Healthcare</source>. (<year>2018</year>).</citation>
</ref>
<ref id="B136">
<label>136.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Greenhalgh</surname> <given-names>T</given-names></name></person-group>. <source>How to Implement Evidence-based Healthcare</source>. <publisher-loc>Hoboken, NJ</publisher-loc>: <publisher-name>John John Wiley &#x00026; Sons</publisher-name> (<year>2017</year>).</citation>
</ref>
<ref id="B137">
<label>137.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Panda</surname> <given-names>N</given-names></name> <name><surname>Perez</surname> <given-names>N</given-names></name> <name><surname>Tsangaris</surname> <given-names>E</given-names></name> <name><surname>Edelen</surname> <given-names>M</given-names></name> <name><surname>Pusic</surname> <given-names>A</given-names></name> <name><surname>Zheng</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Enhancing patient-centered surgical care with mobile health technology</article-title>. <source>J Surg Res.</source> (<year>2022</year>) <volume>274</volume>:<fpage>178</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1016/j.jss.2022.01.005</pub-id><pub-id pub-id-type="pmid">35180494</pub-id></citation></ref>
<ref id="B138">
<label>138.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bekbolatova</surname> <given-names>M</given-names></name> <name><surname>Mayer</surname> <given-names>J</given-names></name> <name><surname>Ong</surname> <given-names>CW</given-names></name> <name><surname>Toma</surname> <given-names>M</given-names></name> <name><surname>editors</surname></name></person-group>. <article-title>Transformative potential of AI in healthcare: definitions, applications, and navigating the ethical landscape and public perspectives</article-title>. <source>Healthcare</source>. (<year>2024</year>) <volume>12</volume>:<fpage>125</fpage>. <pub-id pub-id-type="doi">10.3390/healthcare12020125</pub-id><pub-id pub-id-type="pmid">38255014</pub-id></citation></ref>
<ref id="B139">
<label>139.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bangun</surname> <given-names>AV</given-names></name> <name><surname>Pragholapati</surname> <given-names>A</given-names></name></person-group>. <article-title>Enhancing critical thinking skills in nursing higher education in preparation for the industrial revolution 4</article-title>.0. <source>KnE Life Sci</source>. (<year>2021</year>) 793&#x02212;804. <pub-id pub-id-type="doi">10.18502/kls.v6i1.8756</pub-id></citation>
</ref>
<ref id="B140">
<label>140.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>King</surname> <given-names>CR</given-names></name> <name><surname>Shambe</surname> <given-names>A</given-names></name> <name><surname>Abraham</surname> <given-names>J</given-names></name></person-group>. <article-title>Potential uses of AI for perioperative nursing handoffs: a qualitative study</article-title>. <source>JAMIA Open</source>. (<year>2023</year>) <volume>6</volume>:<fpage>ooad015</fpage>. <pub-id pub-id-type="doi">10.1093/jamiaopen/ooad015</pub-id><pub-id pub-id-type="pmid">36935899</pub-id></citation></ref>
<ref id="B141">
<label>141.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>S&#x000E1;nchez</surname> <given-names>AMR</given-names></name> <name><surname>Bhatia</surname> <given-names>I</given-names></name> <name><surname>Pinto</surname> <given-names>SF</given-names></name></person-group>. <source>Navigating Artificial Intelligence from a Human Rights Lens: Impacts, Tradeoffs and Regulations for Groups in Vulnerable Situations.</source> (<year>2023</year>).</citation>
</ref>
<ref id="B142">
<label>142.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>George</surname> <given-names>AS</given-names></name> <name><surname>Baskar</surname> <given-names>T</given-names></name> <name><surname>Srikaanth</surname> <given-names>PB</given-names></name></person-group>. <article-title>The erosion of cognitive skills in the technological age: how reliance on technology impacts critical thinking, problem-solving, and creativity</article-title>. <source>Partners Univers Innov Res Publ.</source> (<year>2024</year>) <volume>2</volume>:<fpage>147</fpage>&#x02013;<lpage>63</lpage>.</citation>
</ref>
<ref id="B143">
<label>143.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leoni</surname> <given-names>L</given-names></name> <name><surname>Gueli</surname> <given-names>G</given-names></name> <name><surname>Ardolino</surname> <given-names>M</given-names></name> <name><surname>Panizzon</surname> <given-names>M</given-names></name> <name><surname>Gupta</surname> <given-names>S</given-names></name></person-group>. <article-title>AI-empowered KM processes for decision-making: empirical evidence from worldwide organisations</article-title>. <source>J Knowl Manag.</source> (<year>2024</year>) <volume>28</volume>:<fpage>320</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1108/JKM-03-2024-0262</pub-id></citation>
</ref>
<ref id="B144">
<label>144.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Lavanya</surname> <given-names>C</given-names></name></person-group>. <source>Nursing Management and Leadership</source>. <publisher-loc>Bhopal</publisher-loc>: <publisher-name>Academic Guru Publishing House</publisher-name> (<year>2024</year>).</citation>
</ref>
<ref id="B145">
<label>145.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yelne</surname> <given-names>S</given-names></name> <name><surname>Chaudhary</surname> <given-names>M</given-names></name> <name><surname>Dod</surname> <given-names>K</given-names></name> <name><surname>Sayyad</surname> <given-names>A</given-names></name> <name><surname>Sharma</surname> <given-names>R</given-names></name></person-group>. <article-title>Harnessing the power of AI: a comprehensive review of its impact and challenges in nursing science and healthcare</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e49252</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.49252</pub-id><pub-id pub-id-type="pmid">38143615</pub-id></citation></ref>
</ref-list>
</back>
</article>