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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">MI</journal-id>
<journal-title-group>
<journal-title>Medicine International</journal-title>
</journal-title-group>
<issn pub-type="ppub">2754-3242</issn>
<issn pub-type="epub">2754-1304</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">MI-5-3-00222</article-id>
<article-id pub-id-type="doi">10.3892/mi.2025.222</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Quality improvement in neurosurgery: A systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Madan</surname><given-names>Mohamed M.</given-names></name>
<xref rid="af1-MI-5-3-00222" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Alshereiqi</surname><given-names>Ahmed M.</given-names></name>
<xref rid="af2-MI-5-3-00222" ref-type="aff">2</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Abdulla</surname><given-names>Noor M.</given-names></name>
<xref rid="af1-MI-5-3-00222" ref-type="aff">1</xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Albreiki</surname><given-names>Maryam</given-names></name>
<xref rid="af3-MI-5-3-00222" ref-type="aff">3</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Al-Saadi</surname><given-names>Tariq</given-names></name>
<xref rid="af4-MI-5-3-00222" ref-type="aff">4</xref>
<xref rid="c1-MI-5-3-00222" ref-type="corresp"/>
</contrib>
</contrib-group>
<aff id="af1-MI-5-3-00222"><label>1</label>College of Medicine and Health Sciences, National University of Science and Technology, Sohar 329, Sultanate of Oman</aff>
<aff id="af2-MI-5-3-00222"><label>2</label>Medical School, University of Nicosia, 8025 Nicosia, Cyprus</aff>
<aff id="af3-MI-5-3-00222"><label>3</label>Oman Medical Speciality Board, Saham, Mukhaleef 319, Sultanate of Oman</aff>
<aff id="af4-MI-5-3-00222"><label>4</label>Department of Neurosurgery, Cedars-Sinai Medical Centre, Los Angeles, CA 90048, USA</aff>
<author-notes>
<corresp id="c1-MI-5-3-00222"><italic>Correspondence to:</italic> Dr Tariq Al-Saadi, Department of Neurosurgery, Cedars-Sinai Medical Centre, Los Angeles, 8700 Beverly Blvd., CA 90048, USA <email>alessia.finotti@unife.it </email></corresp>
<fn><p><italic>Abbreviations:</italic> QI, quality improvement; ERAS, enhanced recovery after surgery</p></fn>
</author-notes>
<pub-date pub-type="collection">
<season>May-Jun</season>
<year>2025</year></pub-date>
<pub-date pub-type="epub">
<day>24</day>
<month>02</month>
<year>2025</year></pub-date>
<volume>5</volume>
<issue>3</issue>
<elocation-id>23</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright: © 2025 Madan et al.</copyright-statement>
<copyright-year>2025</copyright-year>
<license license-type="open-access">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.</license-p></license>
</permissions>
<abstract>
<p>Quality improvement (QI) is crucial for advancing patient care and safety in surgical practices. Despite the presence of numerous systematic reviews on various types of surgeries, no current QI systematic review for neurosurgery is available, at least to the best of our knowledge. The present study thus aimed to explore existing QI frameworks, interventions and outcome measures, which are used to enhance patient care and efficiency in neurosurgery. For this purpose, a systematic review was conducted by identifying 75 articles using key words, such as ‘Quality’, ‘Control’, ‘Improvement’, ‘Neurosurgical’ and ‘Neurosurgery’ across various databases, including PubMed, Google Scholar, Scopus, Wiley, ScienceDirect and Microsoft Academic. Each article was assessed based on inclusion and exclusion criteria, without a time limit for selection. The analysis of the 75 publications revealed an uneven distribution across neurosurgical fields: Adult neurosurgery (70.5%), spine surgery (22.5%), pediatric neurosurgery (4%) and neuro-oncology (3%). This pattern was reflected in the patient distribution (n=621,293), with 87.07% involved in spine surgery QI initiatives. Cranial-only and combined cranial and spinal studies accounted for only 0.21% of patients. QI interventions included mainly new protocols (18.67%), ERAS (17.33%), data analysis (16%), modified checklists (14.67%) and new sterilization devices (13.3%). By contrast, only a limited number of articles addressed the effectiveness of new technology, prediction models, incident reporting and staff education. On the whole, the QI studies enhanced neurosurgical care, focusing mainly on adult neurosurgery and targeting specifically spinal cases. The main interventions included new protocols, ERAS, data analysis and checklists. Further research is required to address QI initiatives in cranial surgery and evaluate the effectiveness of less commonly used methods, such as new technologies and predictive models.</p>
</abstract>
<kwd-group>
<kwd>quality improvement</kwd>
<kwd>neurosurgery</kwd>
<kwd>patient safety</kwd>
<kwd>patient care</kwd>
<kwd>spine surgery</kwd>
<kwd>cranial surgery</kwd>
<kwd>ERAS</kwd>
<kwd>protocols</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding:</bold> No funding was received.</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>Quality improvement (QI) is a critical aspect of advancing patient care, enhancing outcomes and ensuring the highest standards of safety and efficiency in surgical practices (<xref rid="b1-MI-5-3-00222 b2-MI-5-3-00222 b3-MI-5-3-00222 b4-MI-5-3-00222" ref-type="bibr">1-4</xref>). Neurosurgery, with its inherent complexities and high risks, demands attention to detail and a persistent pursuit of excellence. Severe perioperative complications in neurosurgical patients can lead to considerable harm, morbidity, permanent disability, or even mortality. The recovery period following such procedures is frequently complex, requiring extended rehabilitation and the use of expensive specialized resources (<xref rid="b2-MI-5-3-00222 b3-MI-5-3-00222 b4-MI-5-3-00222 b5-MI-5-3-00222" ref-type="bibr">2-5</xref>). The field has seen notable advancements over the years, driven by innovative surgical techniques, cutting-edge technology and a deeper understanding of neurological conditions (<xref rid="b3-MI-5-3-00222" ref-type="bibr">3</xref>). However, the complexity and risks associated with neurosurgical procedures require a robust framework for continuous QI. This involves systematically identifying areas for enhancement, implementing evidence-based interventions, and rigorously evaluating outcomes to ensure sustained improvements (<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>). In this context, QI initiatives aim to reduce complications, optimize patient recovery, and enhance overall surgical success rates, thereby elevating the standard of care for patients (<xref rid="b6-MI-5-3-00222" ref-type="bibr">6</xref>).</p>
<p>Despite the presence of numerous systematic reviews on various types of surgeries, such as otolaryngology-head and neck surgeries, cleft palate surgeries and laparoscopic surgeries (<xref rid="b7-MI-5-3-00222 b8-MI-5-3-00222 b9-MI-5-3-00222" ref-type="bibr">7-9</xref>), current systematic reviews for QI dedicated to neurosurgery have not been established, at least to the best of our knowledge. The present systematic review thus aimed to explore existing evidence, gaps in current practices and standardized QI measures utilized in neurosurgery.</p>
</sec>
<sec sec-type="Data|methods">
<title>Data and methods</title>
<p>For the present systematic review, articles were selected based on a set of predetermined key words, including ‘Quality’, ‘Control’, ‘Improvement’, ‘Neurosurgical’ and ‘Neurosurgery’. These key words were strategically selected to ensure a comprehensive search and capture all relevant studies within the scope of neurosurgical quality control and improvement. In order to gather the scientific publications, the key words were applied across six major internet search databases: PubMed, Google Scholar, Scopus, Wiley, ScienceDirect and Microsoft Academic. These databases were selected due to their extensive repositories and relevance to the field. Initially, a total of 391 scientific publications were retrieved from these databases. During the initial review, 31 articles were found to be duplicates and were subsequently removed, leaving a total of 360 unique papers for further screening (<xref rid="f1-MI-5-3-00222" ref-type="fig">Fig. 1</xref>). The screening process was meticulous and involved a detailed examination of the relevance of each article to the inclusion and exclusion criteria set by the research team. In order to maintain the meticulousness of the screening process at a high level, all reviews and studies that tended to provide information on new interventions to improve the quality of services in neurosurgery were included; articles that discussed non-neurosurgical interventions and were not related to QI were excluded.</p>
<p>This process narrowed the selection down to 75 publications deemed most pertinent for inclusion in the systematic review. The selected scientific articles were found to fall between 2004 and 2023. Although there was no time frame restriction, there were no further articles located prior to that time frame. This 19-year period provided a comprehensive overview of the developments and trends in neurosurgical quality control and improvement. During the screening stage, only articles written in the English language were considered, resulting in the exclusion of two non-English publications. This decision was made to maintain consistency and ensure that all reviewed articles were accessible to the research team.</p>
</sec>
<sec sec-type="Results">
<title>Results</title>
<p>The 75 publications (listed in <xref rid="tI-MI-5-3-00222" ref-type="table">Table I</xref>) (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b10-MI-5-3-00222 b11-MI-5-3-00222 b12-MI-5-3-00222 b13-MI-5-3-00222 b14-MI-5-3-00222 b15-MI-5-3-00222 b16-MI-5-3-00222 b17-MI-5-3-00222 b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222 b24-MI-5-3-00222 b25-MI-5-3-00222 b26-MI-5-3-00222 b27-MI-5-3-00222 b28-MI-5-3-00222 b29-MI-5-3-00222 b30-MI-5-3-00222 b31-MI-5-3-00222 b32-MI-5-3-00222 b33-MI-5-3-00222 b34-MI-5-3-00222 b35-MI-5-3-00222 b36-MI-5-3-00222 b37-MI-5-3-00222 b38-MI-5-3-00222 b39-MI-5-3-00222 b40-MI-5-3-00222 b41-MI-5-3-00222 b42-MI-5-3-00222 b43-MI-5-3-00222 b44-MI-5-3-00222 b45-MI-5-3-00222 b46-MI-5-3-00222 b47-MI-5-3-00222 b48-MI-5-3-00222 b49-MI-5-3-00222 b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222 b53-MI-5-3-00222 b54-MI-5-3-00222 b55-MI-5-3-00222 b56-MI-5-3-00222 b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222 b60-MI-5-3-00222 b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222 b64-MI-5-3-00222 b65-MI-5-3-00222 b66-MI-5-3-00222 b67-MI-5-3-00222 b68-MI-5-3-00222 b69-MI-5-3-00222 b70-MI-5-3-00222 b71-MI-5-3-00222 b72-MI-5-3-00222 b73-MI-5-3-00222 b74-MI-5-3-00222 b75-MI-5-3-00222 b76-MI-5-3-00222 b77-MI-5-3-00222 b78-MI-5-3-00222 b79-MI-5-3-00222 b80-MI-5-3-00222 b81-MI-5-3-00222" ref-type="bibr">10-81</xref>) revealed an uneven distribution across four main fields of neurosurgery. Adult neurosurgery encompassed the largest proportion of 70.5%, accounting for 53 articles (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b16-MI-5-3-00222 b17-MI-5-3-00222 b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222" ref-type="bibr">16-23</xref>,<xref rid="b26-MI-5-3-00222 b27-MI-5-3-00222 b28-MI-5-3-00222 b29-MI-5-3-00222" ref-type="bibr">26-29</xref>,<xref rid="b31-MI-5-3-00222 b32-MI-5-3-00222 b33-MI-5-3-00222" ref-type="bibr">31-33</xref>,<xref rid="b35-MI-5-3-00222 b36-MI-5-3-00222 b37-MI-5-3-00222 b38-MI-5-3-00222 b39-MI-5-3-00222 b40-MI-5-3-00222" ref-type="bibr">35-40</xref>,<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222 b53-MI-5-3-00222 b54-MI-5-3-00222 b55-MI-5-3-00222" ref-type="bibr">50-55</xref>,<xref rid="b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222 b60-MI-5-3-00222 b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222 b64-MI-5-3-00222 b65-MI-5-3-00222" ref-type="bibr">57-65</xref>,<xref rid="b67-MI-5-3-00222 b68-MI-5-3-00222 b69-MI-5-3-00222 b70-MI-5-3-00222" ref-type="bibr">67-70</xref>,<xref rid="b72-MI-5-3-00222 b73-MI-5-3-00222 b74-MI-5-3-00222 b75-MI-5-3-00222 b76-MI-5-3-00222 b77-MI-5-3-00222" ref-type="bibr">72-77</xref>). This was followed by spine surgery with 17 articles (22.5%) (<xref rid="b10-MI-5-3-00222 b11-MI-5-3-00222 b12-MI-5-3-00222" ref-type="bibr">10-12</xref>,<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b41-MI-5-3-00222 b42-MI-5-3-00222 b43-MI-5-3-00222 b44-MI-5-3-00222" ref-type="bibr">41-44</xref>,<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>,<xref rid="b78-MI-5-3-00222 b79-MI-5-3-00222 b80-MI-5-3-00222 b81-MI-5-3-00222" ref-type="bibr">78-81</xref>), pediatric neurosurgery with three articles (4%) (<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>) and neuro-oncology exclusive studies with the lowest proportion of 3%, representing two articles (<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>) (<xref rid="tI-MI-5-3-00222" ref-type="table">Table I</xref> and <xref rid="f2-MI-5-3-00222" ref-type="fig">Fig. 2</xref>). There was also a marked disparity in the distribution of targeted patients (n=621,293) across the different fields of neurosurgery. QI studies focusing on spinal-only cases comprised the vast majority of patients at 87.07% (n=540,955) (<xref rid="b10-MI-5-3-00222 b11-MI-5-3-00222 b12-MI-5-3-00222" ref-type="bibr">10-12</xref>,<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b41-MI-5-3-00222 b42-MI-5-3-00222 b43-MI-5-3-00222 b44-MI-5-3-00222" ref-type="bibr">41-44</xref>,<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>,<xref rid="b78-MI-5-3-00222 b79-MI-5-3-00222 b80-MI-5-3-00222 b81-MI-5-3-00222" ref-type="bibr">78-81</xref>), while cranial-only studies and combined cranial and spinal studies accounted for 0.21% of the total patients collectively (n=1,309) (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b16-MI-5-3-00222 b17-MI-5-3-00222 b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222" ref-type="bibr">16-23</xref>,<xref rid="b26-MI-5-3-00222 b27-MI-5-3-00222 b28-MI-5-3-00222 b29-MI-5-3-00222" ref-type="bibr">26-29</xref>,<xref rid="b31-MI-5-3-00222 b32-MI-5-3-00222 b33-MI-5-3-00222" ref-type="bibr">31-33</xref>,<xref rid="b35-MI-5-3-00222 b36-MI-5-3-00222 b37-MI-5-3-00222 b38-MI-5-3-00222 b39-MI-5-3-00222 b40-MI-5-3-00222" ref-type="bibr">35-40</xref>,<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222 b53-MI-5-3-00222 b54-MI-5-3-00222 b55-MI-5-3-00222" ref-type="bibr">50-55</xref>,<xref rid="b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222 b60-MI-5-3-00222 b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222 b64-MI-5-3-00222 b65-MI-5-3-00222" ref-type="bibr">57-65</xref>,<xref rid="b67-MI-5-3-00222 b68-MI-5-3-00222 b69-MI-5-3-00222 b70-MI-5-3-00222" ref-type="bibr">67-70</xref>,<xref rid="b72-MI-5-3-00222 b73-MI-5-3-00222 b74-MI-5-3-00222 b75-MI-5-3-00222 b76-MI-5-3-00222 b77-MI-5-3-00222" ref-type="bibr">72-77</xref>). Additionally, the unspecified category accounted for 12.72% (<xref rid="b73-MI-5-3-00222" ref-type="bibr">73</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>) of patients (<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>) (<xref rid="tII-MI-5-3-00222" ref-type="table">Table II</xref>).</p>
<p>Different interventions were used to improve QI and enhance care in neurosurgery. Implementing new protocols and audits was the most common intervention with 14 articles (18.67%) (<xref rid="b12-MI-5-3-00222" ref-type="bibr">12</xref>,<xref rid="b16-MI-5-3-00222" ref-type="bibr">16</xref>,<xref rid="b23-MI-5-3-00222" ref-type="bibr">23</xref>,<xref rid="b33-MI-5-3-00222" ref-type="bibr">33</xref>,<xref rid="b36-MI-5-3-00222" ref-type="bibr">36</xref>,<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>,<xref rid="b61-MI-5-3-00222" ref-type="bibr">61</xref>,<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>,<xref rid="b70-MI-5-3-00222" ref-type="bibr">70</xref>,<xref rid="b72-MI-5-3-00222 b73-MI-5-3-00222 b74-MI-5-3-00222" ref-type="bibr">72-74</xref>,<xref rid="b76-MI-5-3-00222" ref-type="bibr">76</xref>,<xref rid="b81-MI-5-3-00222" ref-type="bibr">81</xref>). This was followed by enhanced recovery after surgery (ERAS) with 13 articles (17.33%) (<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>,<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>,<xref rid="b42-MI-5-3-00222" ref-type="bibr">42</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b57-MI-5-3-00222" ref-type="bibr">57</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>,<xref rid="b80-MI-5-3-00222" ref-type="bibr">80</xref>), data analysis of databases, registries, and literature with 12 articles (16%) (<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b18-MI-5-3-00222" ref-type="bibr">18</xref>,<xref rid="b21-MI-5-3-00222" ref-type="bibr">21</xref>,<xref rid="b24-MI-5-3-00222 b25-MI-5-3-00222 b26-MI-5-3-00222" ref-type="bibr">24-26</xref>,<xref rid="b28-MI-5-3-00222" ref-type="bibr">28</xref>,<xref rid="b31-MI-5-3-00222" ref-type="bibr">31</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b41-MI-5-3-00222" ref-type="bibr">41</xref>,<xref rid="b65-MI-5-3-00222" ref-type="bibr">65</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>), new or modified checklists implementation with 11 articles (14.67%) (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b19-MI-5-3-00222" ref-type="bibr">19</xref>,<xref rid="b32-MI-5-3-00222" ref-type="bibr">32</xref>,<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>,<xref rid="b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222" ref-type="bibr">50-52</xref>,<xref rid="b54-MI-5-3-00222" ref-type="bibr">54</xref>,<xref rid="b55-MI-5-3-00222" ref-type="bibr">55</xref>,<xref rid="b79-MI-5-3-00222" ref-type="bibr">79</xref>), and utilizing new sterilization devices or protocols with 10 articles (13.3%) (<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b11-MI-5-3-00222" ref-type="bibr">11</xref>,<xref rid="b17-MI-5-3-00222" ref-type="bibr">17</xref>,<xref rid="b22-MI-5-3-00222" ref-type="bibr">22</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b58-MI-5-3-00222" ref-type="bibr">58</xref>,<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>,<xref rid="b68-MI-5-3-00222" ref-type="bibr">68</xref>,<xref rid="b69-MI-5-3-00222" ref-type="bibr">69</xref>,<xref rid="b78-MI-5-3-00222" ref-type="bibr">78</xref>). Less frequently addressed interventions were utilizing new technology, using a prediction model, improving incident reporting, increasing patient compliance, and educating the neurosurgical staff (<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b20-MI-5-3-00222" ref-type="bibr">20</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>,<xref rid="b53-MI-5-3-00222" ref-type="bibr">53</xref>,<xref rid="b59-MI-5-3-00222" ref-type="bibr">59</xref>,<xref rid="b60-MI-5-3-00222" ref-type="bibr">60</xref>,<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>,<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>) (<xref rid="f3-MI-5-3-00222" ref-type="fig">Fig. 3</xref>).</p>
<p>The study design varied within the 75 publications and covered the whole research design pyramid from systematic reviews, the most authentic and strongest research design, to case studies, the least authentic and weakest research design. The predominant design was systematic review studies with 24 articles (32%) (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b11-MI-5-3-00222" ref-type="bibr">11</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b19-MI-5-3-00222" ref-type="bibr">19</xref>,<xref rid="b22-MI-5-3-00222" ref-type="bibr">22</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>,<xref rid="b33-MI-5-3-00222" ref-type="bibr">33</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>,<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>,<xref rid="b42-MI-5-3-00222" ref-type="bibr">42</xref>,<xref rid="b43-MI-5-3-00222" ref-type="bibr">43</xref>,<xref rid="b44-MI-5-3-00222" ref-type="bibr">44</xref>,<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b52-MI-5-3-00222" ref-type="bibr">52</xref>,<xref rid="b54-MI-5-3-00222" ref-type="bibr">54</xref>,<xref rid="b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222" ref-type="bibr">57-59</xref>,<xref rid="b65-MI-5-3-00222 b66-MI-5-3-00222 b67-MI-5-3-00222" ref-type="bibr">65-67</xref>,<xref rid="b80-MI-5-3-00222" ref-type="bibr">80</xref>), followed by randomized clinical trials with 11 articles (14.67%) (<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b12-MI-5-3-00222" ref-type="bibr">12</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b23-MI-5-3-00222" ref-type="bibr">23</xref>,<xref rid="b32-MI-5-3-00222" ref-type="bibr">32</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>,<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>,<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>), and prospective cohort studies with 10 articles (13.33%) (<xref rid="b18-MI-5-3-00222" ref-type="bibr">18</xref>,<xref rid="b20-MI-5-3-00222" ref-type="bibr">20</xref>,<xref rid="b21-MI-5-3-00222" ref-type="bibr">21</xref>,<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b31-MI-5-3-00222" ref-type="bibr">31</xref>,<xref rid="b41-MI-5-3-00222" ref-type="bibr">41</xref>,<xref rid="b53-MI-5-3-00222" ref-type="bibr">53</xref>,<xref rid="b62-MI-5-3-00222" ref-type="bibr">62</xref>). The least research designs used were prospective case-control studies with only one article (1.33%) (<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>), case reports with two articles (2.67%) (<xref rid="b28-MI-5-3-00222" ref-type="bibr">28</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>), and correlation (<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>,<xref rid="b36-MI-5-3-00222" ref-type="bibr">36</xref>) and retrospective (<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>,<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>) studies with three articles (4%) each. Other types of studies, such as audit studies (<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b16-MI-5-3-00222" ref-type="bibr">16</xref>,<xref rid="b17-MI-5-3-00222" ref-type="bibr">17</xref>,<xref rid="b61-MI-5-3-00222" ref-type="bibr">61</xref>,<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>,<xref rid="b73-MI-5-3-00222" ref-type="bibr">73</xref>,<xref rid="b74-MI-5-3-00222" ref-type="bibr">74</xref>) and cross-sectional studies (<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b50-MI-5-3-00222" ref-type="bibr">50</xref>,<xref rid="b51-MI-5-3-00222" ref-type="bibr">51</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b60-MI-5-3-00222" ref-type="bibr">60</xref>) were in between (<xref rid="tIII-MI-5-3-00222" ref-type="table">Table III</xref>).</p>
<p>The articles spanned through a period of 20 years from 2004 to 2023, with gaps of no publications in 2006-2008 and 2010. Notably, 81% of the publications were from 2012 to 2023 (<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b10-MI-5-3-00222 b11-MI-5-3-00222 b12-MI-5-3-00222 b13-MI-5-3-00222 b14-MI-5-3-00222 b15-MI-5-3-00222 b16-MI-5-3-00222 b17-MI-5-3-00222 b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222" ref-type="bibr">10-23</xref>,<xref rid="b25-MI-5-3-00222 b26-MI-5-3-00222 b27-MI-5-3-00222 b28-MI-5-3-00222 b29-MI-5-3-00222 b30-MI-5-3-00222 b31-MI-5-3-00222 b32-MI-5-3-00222 b33-MI-5-3-00222 b34-MI-5-3-00222 b35-MI-5-3-00222 b36-MI-5-3-00222 b37-MI-5-3-00222 b38-MI-5-3-00222 b39-MI-5-3-00222 b40-MI-5-3-00222 b41-MI-5-3-00222 b42-MI-5-3-00222 b43-MI-5-3-00222 b44-MI-5-3-00222 b45-MI-5-3-00222 b46-MI-5-3-00222 b47-MI-5-3-00222 b48-MI-5-3-00222 b49-MI-5-3-00222 b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222 b53-MI-5-3-00222 b54-MI-5-3-00222 b55-MI-5-3-00222 b56-MI-5-3-00222 b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222" ref-type="bibr">25-59</xref>,<xref rid="b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222 b64-MI-5-3-00222 b65-MI-5-3-00222 b66-MI-5-3-00222" ref-type="bibr">61-66</xref>,<xref rid="b68-MI-5-3-00222" ref-type="bibr">68</xref>,<xref rid="b81-MI-5-3-00222" ref-type="bibr">81</xref>). The year 2021 had the highest number of publications with 14 articles (18.66%) (<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b16-MI-5-3-00222" ref-type="bibr">16</xref>,<xref rid="b20-MI-5-3-00222" ref-type="bibr">20</xref>,<xref rid="b22-MI-5-3-00222" ref-type="bibr">22</xref>,<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>,<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>,<xref rid="b42-MI-5-3-00222" ref-type="bibr">42</xref>,<xref rid="b45-MI-5-3-00222 b46-MI-5-3-00222 b47-MI-5-3-00222" ref-type="bibr">45-47</xref>,<xref rid="b50-MI-5-3-00222" ref-type="bibr">50</xref>,<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>,<xref rid="b80-MI-5-3-00222" ref-type="bibr">80</xref>), followed by 2015 with 12 articles (16%) (<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b18-MI-5-3-00222" ref-type="bibr">18</xref>,<xref rid="b21-MI-5-3-00222" ref-type="bibr">21</xref>,<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>,<xref rid="b31-MI-5-3-00222" ref-type="bibr">31</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>,<xref rid="b54-MI-5-3-00222" ref-type="bibr">54</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>,<xref rid="b70-MI-5-3-00222" ref-type="bibr">70</xref>), and 2022 with 10 articles (13.3%) (<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b17-MI-5-3-00222" ref-type="bibr">17</xref>,<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>,<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b58-MI-5-3-00222" ref-type="bibr">58</xref>,<xref rid="b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222" ref-type="bibr">61-63</xref>). Conversely, 2004, 2005, 2009 and 2011 had the fewest publications, with only one article each (<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b60-MI-5-3-00222" ref-type="bibr">60</xref>,<xref rid="b67-MI-5-3-00222" ref-type="bibr">67</xref>,<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>), followed by 2018 with two articles each (<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>). The average number of articles per year between 2004 and 2023 was 3.75 (<xref rid="f4-MI-5-3-00222" ref-type="fig">Fig. 4</xref>). Geographically, the distribution of publications was also uneven. The majority originated from the USA (46 articles) (<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>,<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>,<xref rid="b11-MI-5-3-00222" ref-type="bibr">11</xref>,<xref rid="b13-MI-5-3-00222 b14-MI-5-3-00222 b15-MI-5-3-00222" ref-type="bibr">13-15</xref>,<xref rid="b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222 b24-MI-5-3-00222 b25-MI-5-3-00222 b26-MI-5-3-00222 b27-MI-5-3-00222 b28-MI-5-3-00222 b29-MI-5-3-00222 b30-MI-5-3-00222 b31-MI-5-3-00222" ref-type="bibr">18-31</xref>,<xref rid="b33-MI-5-3-00222" ref-type="bibr">33</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>,<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>,<xref rid="b41-MI-5-3-00222" ref-type="bibr">41</xref>,<xref rid="b43-MI-5-3-00222" ref-type="bibr">43</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b53-MI-5-3-00222" ref-type="bibr">53</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b61-MI-5-3-00222 b62-MI-5-3-00222 b63-MI-5-3-00222" ref-type="bibr">61-63</xref>,<xref rid="b65-MI-5-3-00222" ref-type="bibr">65</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>,<xref rid="b68-MI-5-3-00222 b69-MI-5-3-00222 b70-MI-5-3-00222 b71-MI-5-3-00222 b72-MI-5-3-00222 b73-MI-5-3-00222" ref-type="bibr">68-73</xref>,<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>,<xref rid="b76-MI-5-3-00222" ref-type="bibr">76</xref>,<xref rid="b78-MI-5-3-00222" ref-type="bibr">78</xref>,<xref rid="b81-MI-5-3-00222" ref-type="bibr">81</xref>), and Germany and China with four and five articles, respectively (<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>,<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b58-MI-5-3-00222" ref-type="bibr">58</xref>,<xref rid="b59-MI-5-3-00222" ref-type="bibr">59</xref>,<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>,<xref rid="b74-MI-5-3-00222" ref-type="bibr">74</xref>,<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>,<xref rid="b79-MI-5-3-00222" ref-type="bibr">79</xref>). Contributions from other countries were fewer (<xref rid="f5-MI-5-3-00222" ref-type="fig">Fig. 5</xref>).</p>
</sec>
<sec sec-type="Discussion">
<title>Discussion</title>
<p>QI in healthcare is crucial for various reasons: For enhancing the outcomes of patients, professional development, understanding healthcare challenges at local and national levels, and improving overall system performance. Given the inherent complexities and critical nature of neurosurgery, QI is exceptionally essential, rendering research in this area fundamental (<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>).</p>
<p>The results of the present study provide key insight into the QI initiatives within the field of neurosurgery. There is an uneven distribution of publications across the main subspecialties of neurosurgery: Adults, pediatrics, spine, cranial and neuro-oncology. This is similar to the findings of other studies and is due to the higher volume of procedures in one field more than the other and/or higher incidence of complications. The findings of the present study, similar to those of other research, also demonstrated a marked disparity in the distribution of targeted patients across the different fields of neurosurgery being more focused on spinal-only (<xref rid="b82-MI-5-3-00222" ref-type="bibr">82</xref>). The reason for this may be due to low morbidity rates and high efficacy in sustaining therapeutic outcomes of spinal surgery. As a result, this leads to an unintentional bias in the effort of QI research aimed to improve these outcomes and reduce post-operative complications (<xref rid="b82-MI-5-3-00222" ref-type="bibr">82</xref>). However, the limited attention given to other subspecialties, such as cranial procedures, is concerning. This imbalance is troubling as it may lead to disparities in the quality of care and patient outcomes across different neurosurgical fields. Future QI initiatives should aim to achieve a more equitable distribution of focus across all subspecialties to ensure comprehensive improvements in neurosurgical care (<xref rid="b83-MI-5-3-00222" ref-type="bibr">83</xref>).</p>
<p>The most common QI interventions are implementing new protocols, audits, ERAS, and data analysis from databases and registries. As was expected, it was found that these QI interventions reflected marked effectiveness in reducing operative complications and improving outcomes (<xref rid="b84-MI-5-3-00222" ref-type="bibr">84</xref>). However, other implementations may have a crucial impact on neurosurgical care and outcomes that have less QI research focus. For example, improving incident reporting, prediction models and new technologies. It may be beneficial for future studies to explore the impact of the less common interventions and to determine their impact across neurosurgical settings (<xref rid="b6-MI-5-3-00222" ref-type="bibr">6</xref>).</p>
<p>The findings presented herein highlight several key areas for future research and development in QI for neurosurgery specifically and healthcare in general. There is a need for more balanced attention across all neurosurgical fields particularly in areas, such as pediatrics and neuro-oncology. Expanding the diversity in QI interventions and exploring the efficacy of less common approaches will be crucial for developing comprehensive strategies, techniques and protocols that address the challenges of neurosurgical care.</p>
<p>The present study had some limitations, which should be mentioned. One of the notable limitations encountered during the study was the inability to access several articles due to paywalls. Despite efforts to obtain these publications, seven articles could not be accessed and were therefore excluded from the review. This limitation highlights a common challenge in academic research where financial barriers restrict access to potentially valuable information. Additionally, the scarcity of articles directly addressing the specific aims of this study posed another limitation. The targeted nature of the key words and the niche focus on neurosurgical quality control and improvement meant that there were relatively few articles available that fit the criteria precisely. As a result, it is possible that some relevant articles were not detected during the search process, potentially leading to an incomplete collection of data. This limitation underscores the importance of continued research and publication in this specialized area to build a more robust body of literature for future reviews.</p>
<p>In conclusion, QI studies enhanced care delivery for patients admitted to neurosurgery departments. The findings of the present study demonstrated that these studies were mainly focused on adult neurosurgery and primarily targeted patients who required spinal surgery. Furthermore, the most commonly employed methods to improve the quality of care include the implementation of new protocols, ERAS pathways, data analysis and new or modified checklists. Further research is required to bridge the gap by addressing QI initiatives in cranial surgery and evaluating the effectiveness of less-used modalities, such as new technologies and predictive models.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>Not applicable.</p>
</ack>
<sec sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The data generated in the present study may be requested from the corresponding author.</p>
</sec>
<sec>
<title>Authors' contributions</title>
<p>TAS and MMM were involved in the drafting of the manuscript or revising it critically for important intellectual content. TAS, MMM, AMA, NMA, and MA made substantial contributions to the conception or design of the study. MMM, AMA, NMA and MA were involved in the writing of the manuscript and in the literature review. All authors have read and approved the final version of the manuscript.</p>
</sec>
<sec>
<title>Ethics approval and consent to participate</title>
<p>Not Applicable.</p>
</sec>
<sec>
<title>Patient consent for publication</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no competing interests.</p>
</sec>
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</back>
<floats-group>
<fig id="f1-MI-5-3-00222" position="float">
<label>Figure 1</label>
<caption><p>PRISMA flow diagram illustrating the process of article inclusion and exclusion for the present systematic review.</p></caption>
<graphic xlink:href="mi-05-03-00222-g00.tif"/>
</fig>
<fig id="f2-MI-5-3-00222" position="float">
<label>Figure 2</label>
<caption><p>Bar chart depicting the number of quality improvement publications in four main fields in neurosurgery.</p></caption>
<graphic xlink:href="mi-05-03-00222-g01.tif"/>
</fig>
<fig id="f3-MI-5-3-00222" position="float">
<label>Figure 3</label>
<caption><p>Bar chart depicting the different interventions used to provide quality improvement in neurosurgical care.</p></caption>
<graphic xlink:href="mi-05-03-00222-g02.tif"/>
</fig>
<fig id="f4-MI-5-3-00222" position="float">
<label>Figure 4</label>
<caption><p>Bar chart depicting the number of publications in each year from 2000 to 2023.</p></caption>
<graphic xlink:href="mi-05-03-00222-g03.tif"/>
</fig>
<fig id="f5-MI-5-3-00222" position="float">
<label>Figure 5</label>
<caption><p>World map depicting the countries where quality improvement studies were published and their numbers.</p></caption>
<graphic xlink:href="mi-05-03-00222-g04.tif"/>
</fig>
<table-wrap id="tI-MI-5-3-00222" position="float">
<label>Table I</label>
<caption><p>Summary of all relevant findings in the included quality improvement studies.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Article no.</th>
<th align="center" valign="middle">First author</th>
<th align="center" valign="middle">Year of publication</th>
<th align="center" valign="middle">Country</th>
<th align="center" valign="middle">Field of neurosurgery</th>
<th align="center" valign="middle">Targeted patients</th>
<th align="center" valign="middle">No. of patients</th>
<th align="center" valign="middle">QI intervention</th>
<th align="center" valign="middle">Research design</th>
<th align="center" valign="middle">(Refs.)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="left" valign="middle">Ziewacz</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Education</td>
<td align="left" valign="middle">Correlational study</td>
<td align="center" valign="middle">(<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="left" valign="middle">Anderson</td>
<td align="center" valign="middle">2016</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients underwent spine surgery</td>
<td align="center" valign="middle">Data on HAI from over 1545 hospital facilities with unspecified number of patients</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b11-MI-5-3-00222" ref-type="bibr">11</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="left" valign="middle">Lindbäck</td>
<td align="center" valign="middle">2017</td>
<td align="left" valign="middle">Sweden</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients with degenerative lumbar spine disorder</td>
<td align="center" valign="middle">197</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b12-MI-5-3-00222" ref-type="bibr">12</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="left" valign="middle">McLaughlin</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All neurosurgical procedures performed in the main operating room or the outpatient surgery center at the Ronald Reagan UCLA Medical Center and UCLA Santa Monica Medical Center from July 2008 to December 2012 were considered for this study except interventional radiology and stereotactic radiosurgery procedures</td>
<td align="center" valign="middle">6,912</td>
<td align="left" valign="middle">Incidence reporting</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="left" valign="middle">Robertson</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing elective cranial or spinal neurosurgery</td>
<td align="center" valign="middle">416</td>
<td align="left" valign="middle">Patient compliance and safety</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="left" valign="middle">Pendola</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Pediatric neurosurgery</td>
<td align="left" valign="middle">Pediatric neurosurgery</td>
<td align="center" valign="middle">129</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="center" valign="middle">(<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="left" valign="middle">Ashraf</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">Pakistan</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Elective cases of both cranial and spinal neurosurgical diseases.</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b16-MI-5-3-00222" ref-type="bibr">16</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="left" valign="middle">Isaacs</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Adult patients (aged ≥18 years) undergoing VP shunt surgery</td>
<td align="center" valign="middle">244</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b17-MI-5-3-00222" ref-type="bibr">17</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="left" valign="middle">Bekelis</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b18-MI-5-3-00222" ref-type="bibr">18</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="left" valign="middle">Zuckerman</td>
<td align="center" valign="middle">2012</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgical procedures.</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b19-MI-5-3-00222" ref-type="bibr">19</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="left" valign="middle">Ali</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">neurosurgical patients at an urban, level I trauma, academic teaching hospital.</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Education</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b20-MI-5-3-00222" ref-type="bibr">20</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="left" valign="middle">Asher</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b21-MI-5-3-00222" ref-type="bibr">21</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">13</td>
<td align="left" valign="middle">Kerezoudis</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">National Surgical Quality Improvement Program abstracted neurosurgical cases</td>
<td align="center" valign="middle">317</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b22-MI-5-3-00222" ref-type="bibr">22</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="left" valign="middle">Sisler</td>
<td align="center" valign="middle">2017</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients 18 years of age or older who indicated current tobacco use (that is, in the 30 days prior to admission) were admitted to the inpatient neurosurgical service</td>
<td align="center" valign="middle">526: 189 from the period between July 1, 2014, and December 31, 2014 taken as control and 337 from period between January 1, 2015 to December 31, 2015 taken as the intervention group</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b23-MI-5-3-00222" ref-type="bibr">23</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="left" valign="middle">Deyo</td>
<td align="center" valign="middle">2009</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients underwent spine surgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort studies</td>
<td align="center" valign="middle">(<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="left" valign="middle">Ruiz Colón</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Pediatric neurosurgery</td>
<td align="left" valign="middle">Pediatric patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="left" valign="middle">Yang</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort studies</td>
<td align="center" valign="middle">(<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">18</td>
<td align="left" valign="middle">Stumpo</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">19</td>
<td align="left" valign="middle">Wang</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Case report</td>
<td align="center" valign="middle">(<xref rid="b28-MI-5-3-00222" ref-type="bibr">28</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">20</td>
<td align="left" valign="middle">Meyrat</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Ambulatory and hospital cases of neurosurgery</td>
<td align="center" valign="middle">2,646: 2,270 were ambulatory dataset and 376 were a hospital dataset</td>
<td align="left" valign="middle">Patient compliance and safety</td>
<td align="left" valign="middle">Correlational study</td>
<td align="center" valign="middle">(<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">21</td>
<td align="left" valign="middle">Tanenbaum</td>
<td align="center" valign="middle">2016</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">All adult patients aged 18 years and older included in the nation-wide inpatient sample (NIS) that underwent lumbar fusion from 1998-2011</td>
<td align="center" valign="middle">53,9172</td>
<td align="left" valign="middle">Patient compliance and safety</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">22</td>
<td align="left" valign="middle">Groman</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort studies</td>
<td align="center" valign="middle">(<xref rid="b31-MI-5-3-00222" ref-type="bibr">31</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">23</td>
<td align="left" valign="middle">Hall</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">UK</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients returning from the operating department to the neuro-surgical ward</td>
<td align="center" valign="middle">100</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b32-MI-5-3-00222" ref-type="bibr">32</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">24</td>
<td align="left" valign="middle">McLaughlin</td>
<td align="center" valign="middle">2014</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b33-MI-5-3-00222" ref-type="bibr">33</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">25</td>
<td align="left" valign="middle">Shi</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Pediatric neurosurgery</td>
<td align="left" valign="middle">Children undergoing spinal surgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">26</td>
<td align="left" valign="middle">Oszvald</td>
<td align="center" valign="middle">2012</td>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">12,390</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">27</td>
<td align="left" valign="middle">Sarnthein</td>
<td align="center" valign="middle">2016</td>
<td align="left" valign="middle">Switzerland</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">2,880</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Correlational study</td>
<td align="center" valign="middle">(<xref rid="b36-MI-5-3-00222" ref-type="bibr">36</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">28</td>
<td align="left" valign="middle">Zuckerman</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">North America</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">29</td>
<td align="left" valign="middle">Ber</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">All patients undergoing neurosurgery</td>
<td align="center" valign="middle">1,530</td>
<td align="left" valign="middle">Technology</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">30</td>
<td align="left" valign="middle">Liu</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients &gt;65 years of age undergoing neurosurgeries</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">31</td>
<td align="left" valign="middle">Benjamin</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing endoscopic endonasal resection of pituitary adenomas</td>
<td align="center" valign="middle">171</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Case-control study</td>
<td align="center" valign="middle">(<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">32</td>
<td align="left" valign="middle">Norris</td>
<td align="center" valign="middle">2023</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients ≥18 years of age meeting one of the following high-risk criteria: 8 + levels fused, osteoporosis with 4 + levels fused, three column osteotomy, anterior revision of the same lumbar level, or planned significant correction for severe myelopathy, scoliosis (&gt;75˚), or kyphosis (&gt;75˚)</td>
<td align="center" valign="middle">263</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b41-MI-5-3-00222" ref-type="bibr">41</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">33</td>
<td align="left" valign="middle">Debono</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle"> </td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients undergoing lumbar spinal fusion</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b42-MI-5-3-00222" ref-type="bibr">42</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">34</td>
<td align="left" valign="middle">Elsarrag</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Pediatric patients with spinal deformities</td>
<td align="center" valign="middle">132</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b43-MI-5-3-00222" ref-type="bibr">43</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">35</td>
<td align="left" valign="middle">Dietz</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">India</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients with brain tumors</td>
<td align="center" valign="middle">500</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b44-MI-5-3-00222" ref-type="bibr">44</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">36</td>
<td align="left" valign="middle">Elayat</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">India</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Adult patients scheduled for elective supratentorial intracranial tumor excision</td>
<td align="center" valign="middle">70</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">37</td>
<td align="left" valign="middle">Koucheki</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Individuals with adolescent idiopathic scoliosis</td>
<td align="center" valign="middle">2,456</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">38</td>
<td align="left" valign="middle">Kerolus</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients undergoing an elective single-level MIS TLIF for degenerative changes at a single institution</td>
<td align="center" valign="middle">299</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">39</td>
<td align="left" valign="middle">Wang</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients who underwent elective craniotomy between January 2019 and June 2020.</td>
<td align="center" valign="middle">151</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">40</td>
<td align="left" valign="middle">Greisman</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Neuro-oncology</td>
<td align="left" valign="middle">Patients undergoing cranial tumor resection.</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">41</td>
<td align="left" valign="middle">Suresh</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">India</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Undergoing elective neurosurgical procedures, specifically 131 cases of craniotomy and 69 cases of spine surgery</td>
<td align="center" valign="middle">200</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="center" valign="middle">(<xref rid="b50-MI-5-3-00222" ref-type="bibr">50</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">42</td>
<td align="left" valign="middle">Westman</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">Finland</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing neurosurgical procedures.</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">43</td>
<td align="left" valign="middle">Lepänluoma</td>
<td align="center" valign="middle">2014</td>
<td align="left" valign="middle">Finland</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">150</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="center" valign="middle">(<xref rid="b51-MI-5-3-00222" ref-type="bibr">51</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">44</td>
<td align="left" valign="middle">Soriano Sánchez</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">Mexico</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b52-MI-5-3-00222" ref-type="bibr">52</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">45</td>
<td align="left" valign="middle">Lau.</td>
<td align="center" valign="middle">2012</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b53-MI-5-3-00222" ref-type="bibr">53</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">46</td>
<td align="left" valign="middle">Enchev</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">Bulgaria</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b54-MI-5-3-00222" ref-type="bibr">54</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">47</td>
<td align="left" valign="middle">Silva-Freitas</td>
<td align="center" valign="middle">2012</td>
<td align="left" valign="middle">Spain</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">400</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b55-MI-5-3-00222" ref-type="bibr">55</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">48</td>
<td align="left" valign="middle">Schaffzin</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Pediatric patients undergoing cardio-thoracic, neurosurgical shunt, and spinal fusion surgeries</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="center" valign="middle">(<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">49</td>
<td align="left" valign="middle">Pauli</td>
<td align="center" valign="middle">2017</td>
<td align="left" valign="middle">Brazil</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients with mesial temporal lobe epilepsy undergoing anterior temporal lobectomy</td>
<td align="center" valign="middle">50</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b57-MI-5-3-00222" ref-type="bibr">57</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">50</td>
<td align="left" valign="middle">Tian</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">24,137</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b58-MI-5-3-00222" ref-type="bibr">58</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">51</td>
<td align="left" valign="middle">Wang</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients admitted to the neurosurgery intensive care unit between January 2017 and February 2018, in Capital Medical University, Beijing, China</td>
<td align="center" valign="middle">310</td>
<td align="left" valign="middle">Prediction model</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b59-MI-5-3-00222" ref-type="bibr">59</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">52</td>
<td align="left" valign="middle">Annette</td>
<td align="center" valign="middle">2005</td>
<td align="left" valign="middle">Sweden</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical intensive care unit patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Education</td>
<td align="left" valign="middle">Cross-sectional study</td>
<td align="center" valign="middle">(<xref rid="b60-MI-5-3-00222" ref-type="bibr">60</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">53</td>
<td align="left" valign="middle">Krushelnytskyy</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b61-MI-5-3-00222" ref-type="bibr">61</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">54</td>
<td align="left" valign="middle">Kassicieh</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">Patients with inter-hospital transfer status</td>
<td align="center" valign="middle">47,736</td>
<td align="left" valign="middle">NA</td>
<td align="left" valign="middle">Prospective cohort study</td>
<td align="center" valign="middle">(<xref rid="b62-MI-5-3-00222" ref-type="bibr">62</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">55</td>
<td align="left" valign="middle">Witiw</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Randomized clinical trial</td>
<td align="center" valign="middle">(<xref rid="b5-MI-5-3-00222" ref-type="bibr">5</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">56</td>
<td align="left" valign="middle">Neal</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Framework</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">57</td>
<td align="left" valign="middle">Rotter</td>
<td align="center" valign="middle">2022</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients requiring external ventricular drain (EVD) or intracranial pressure (ICP) monitor placement</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">58</td>
<td align="left" valign="middle">Schipmann</td>
<td align="center" valign="middle">2016</td>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">Patients undergoing cranial neurosurgery</td>
<td align="center" valign="middle">70 cases with surgical site infections and 185 matched controls</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Case-control studies</td>
<td align="center" valign="middle">(<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">59</td>
<td align="left" valign="middle">Rubiano</td>
<td align="center" valign="middle">2012</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">Neurotrauma patients in low- and middle-income countries</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b65-MI-5-3-00222" ref-type="bibr">65</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">60</td>
<td align="left" valign="middle">Fischer</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Neuro-oncology</td>
<td align="left" valign="middle">Pediatric patients with brain tumors</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Data analysis and review</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">61</td>
<td align="left" valign="middle">Bernstein</td>
<td align="center" valign="middle">2004</td>
<td align="left" valign="middle">Canada</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing novel neurosurgical procedures</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Framework</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b67-MI-5-3-00222" ref-type="bibr">67</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">62</td>
<td align="left" valign="middle">Leming-Lee</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients undergoing craniotomy procedures</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Pre/post-intervention studies</td>
<td align="center" valign="middle">(<xref rid="b68-MI-5-3-00222" ref-type="bibr">68</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">63</td>
<td align="left" valign="middle">Hover</td>
<td align="center" valign="middle">2013</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing elective neurosurgical procedures</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Pre/post-intervention studies</td>
<td align="center" valign="middle">(<xref rid="b69-MI-5-3-00222" ref-type="bibr">69</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">64</td>
<td align="left" valign="middle">Mathews</td>
<td align="center" valign="middle">2015</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Elective neurosurgical patients</td>
<td align="center" valign="middle">2,328</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Case report</td>
<td align="center" valign="middle">(<xref rid="b70-MI-5-3-00222" ref-type="bibr">70</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">65</td>
<td align="left" valign="middle">Rupich</td>
<td align="center" valign="middle">2018</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Postoperative neuro-surgical spine patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Case-control study</td>
<td align="center" valign="middle">(<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">66</td>
<td align="left" valign="middle">Rozman</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b72-MI-5-3-00222" ref-type="bibr">72</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">67</td>
<td align="left" valign="middle">Farrokhi</td>
<td align="center" valign="middle">2013</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing minimally invasive spine surgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b73-MI-5-3-00222" ref-type="bibr">73</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">68</td>
<td align="left" valign="middle">Xu</td>
<td align="center" valign="middle">2013</td>
<td align="left" valign="middle">China</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Critically ill patients in a neurosurgical intensive care unit</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Audit study</td>
<td align="center" valign="middle">(<xref rid="b74-MI-5-3-00222" ref-type="bibr">74</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">69</td>
<td align="left" valign="middle">Chang</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery-cranial</td>
<td align="left" valign="middle">Patients requiring external ventricular drain (EVD) placement in the emergency department</td>
<td align="center" valign="middle">38 (20 during protocol initia tion and 18 pre-protocol)</td>
<td align="left" valign="middle">Patient compliance and safety</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">70</td>
<td align="left" valign="middle">Ezeamuzie</td>
<td align="center" valign="middle">2019</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Patients undergoing complex surgical procedures with increased operative time)</td>
<td align="center" valign="middle">212</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Prospective case-control study</td>
<td align="center" valign="middle">(<xref rid="b76-MI-5-3-00222" ref-type="bibr">76</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">71</td>
<td align="left" valign="middle">Kantelhardt</td>
<td align="center" valign="middle">2011</td>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle">Adult neurosurgery</td>
<td align="left" valign="middle">Neurosurgical patients</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">Incidence reporting</td>
<td align="left" valign="middle">Pre/post-intervention studies</td>
<td align="center" valign="middle">(<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">72</td>
<td align="left" valign="middle">Ryan</td>
<td align="center" valign="middle">2014</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Pediatric patients undergoing complex spine surgery</td>
<td align="center" valign="middle">267</td>
<td align="left" valign="middle">Infection prevention and sterilization</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b78-MI-5-3-00222" ref-type="bibr">78</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">73</td>
<td align="left" valign="middle">Kantelhardt</td>
<td align="center" valign="middle">2016</td>
<td align="left" valign="middle">Germany</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients undergoing spinal surgery</td>
<td align="center" valign="middle">149</td>
<td align="left" valign="middle">Checklist</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b79-MI-5-3-00222" ref-type="bibr">79</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">74</td>
<td align="left" valign="middle">Licina</td>
<td align="center" valign="middle">2021</td>
<td align="left" valign="middle">Australia</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients undergoing spinal surgery</td>
<td align="center" valign="middle">Unspecified</td>
<td align="left" valign="middle">ERAS</td>
<td align="left" valign="middle">Systematic review</td>
<td align="center" valign="middle">(<xref rid="b80-MI-5-3-00222" ref-type="bibr">80</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">75</td>
<td align="left" valign="middle">Young</td>
<td align="center" valign="middle">2020</td>
<td align="left" valign="middle">USA</td>
<td align="left" valign="middle">Spine surgery</td>
<td align="left" valign="middle">Patients undergoing elective spine procedures</td>
<td align="center" valign="middle">1,000</td>
<td align="left" valign="middle">Protocol and audit</td>
<td align="left" valign="middle">Pre/post-intervention study</td>
<td align="center" valign="middle">(<xref rid="b81-MI-5-3-00222" ref-type="bibr">81</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="tII-MI-5-3-00222" position="float">
<label>Table II</label>
<caption><p>Quality improvement in neurosurgeries and sub-subspecialties.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Targeted patients</th>
<th align="center" valign="middle">No. of patients</th>
<th align="center" valign="middle">Percentage</th>
<th align="center" valign="middle">(Refs.)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Spinal only</td>
<td align="center" valign="middle">540,955</td>
<td align="center" valign="middle">87.07</td>
<td align="center" valign="middle">(<xref rid="b10-MI-5-3-00222 b11-MI-5-3-00222 b12-MI-5-3-00222" ref-type="bibr">10-12</xref>,<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b41-MI-5-3-00222 b42-MI-5-3-00222 b43-MI-5-3-00222 b44-MI-5-3-00222" ref-type="bibr">41-44</xref>,<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>,<xref rid="b78-MI-5-3-00222 b79-MI-5-3-00222 b80-MI-5-3-00222 b81-MI-5-3-00222" ref-type="bibr">78-81</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Unspecified</td>
<td align="center" valign="middle">79,029</td>
<td align="center" valign="middle">12.72</td>
<td align="center" valign="middle">(<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b66-MI-5-3-00222" ref-type="bibr">66</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Cranial + spinal</td>
<td align="center" valign="middle">673</td>
<td align="center" valign="middle">0.11</td>
<td align="center" valign="middle">(<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b16-MI-5-3-00222 b17-MI-5-3-00222 b18-MI-5-3-00222 b19-MI-5-3-00222 b20-MI-5-3-00222 b21-MI-5-3-00222 b22-MI-5-3-00222 b23-MI-5-3-00222" ref-type="bibr">16-23</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>,<xref rid="b28-MI-5-3-00222" ref-type="bibr">28</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>,<xref rid="b31-MI-5-3-00222 b32-MI-5-3-00222 b33-MI-5-3-00222" ref-type="bibr">31-33</xref>,<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>,<xref rid="b37-MI-5-3-00222 b38-MI-5-3-00222 b39-MI-5-3-00222 b40-MI-5-3-00222" ref-type="bibr">37-40</xref>,<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b50-MI-5-3-00222 b51-MI-5-3-00222 b52-MI-5-3-00222 b53-MI-5-3-00222 b54-MI-5-3-00222 b55-MI-5-3-00222" ref-type="bibr">50-55</xref>,<xref rid="b57-MI-5-3-00222" ref-type="bibr">57</xref>-4,5,<xref rid="b61-MI-5-3-00222" ref-type="bibr">61</xref>,<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>,<xref rid="b67-MI-5-3-00222 b68-MI-5-3-00222 b69-MI-5-3-00222 b70-MI-5-3-00222" ref-type="bibr">67-70</xref>,<xref rid="b72-MI-5-3-00222 b73-MI-5-3-00222 b74-MI-5-3-00222" ref-type="bibr">72-74</xref>,<xref rid="b76-MI-5-3-00222" ref-type="bibr">76</xref>,<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Cranial only</td>
<td align="center" valign="middle">636</td>
<td align="center" valign="middle">0.1</td>
<td align="center" valign="middle">(<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>,<xref rid="b36-MI-5-3-00222" ref-type="bibr">36</xref>,<xref rid="b62-MI-5-3-00222" ref-type="bibr">62</xref>,<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>,<xref rid="b65-MI-5-3-00222" ref-type="bibr">65</xref>,<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="tIII-MI-5-3-00222" position="float">
<label>Table III</label>
<caption><p>Research design of the selected studies.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Types of studies</th>
<th align="center" valign="middle">No. of studies</th>
<th align="center" valign="middle">Percentage</th>
<th align="center" valign="middle">(Refs.)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Systematic review studies</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">32.00</td>
<td align="center" valign="middle">(<xref rid="b2-MI-5-3-00222" ref-type="bibr">2</xref>,<xref rid="b11-MI-5-3-00222" ref-type="bibr">11</xref>,<xref rid="b13-MI-5-3-00222" ref-type="bibr">13</xref>,<xref rid="b19-MI-5-3-00222" ref-type="bibr">19</xref>,<xref rid="b22-MI-5-3-00222" ref-type="bibr">22</xref>,<xref rid="b25-MI-5-3-00222" ref-type="bibr">25</xref>,<xref rid="b27-MI-5-3-00222" ref-type="bibr">27</xref>,<xref rid="b33-MI-5-3-00222" ref-type="bibr">33</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>,<xref rid="b39-MI-5-3-00222" ref-type="bibr">39</xref>,<xref rid="b42-MI-5-3-00222" ref-type="bibr">42</xref>,<xref rid="b43-MI-5-3-00222" ref-type="bibr">43</xref>,<xref rid="b44-MI-5-3-00222" ref-type="bibr">44</xref>,<xref rid="b46-MI-5-3-00222" ref-type="bibr">46</xref>,<xref rid="b49-MI-5-3-00222" ref-type="bibr">49</xref>,<xref rid="b52-MI-5-3-00222" ref-type="bibr">52</xref>,<xref rid="b54-MI-5-3-00222" ref-type="bibr">54</xref>,<xref rid="b57-MI-5-3-00222 b58-MI-5-3-00222 b59-MI-5-3-00222" ref-type="bibr">57-59</xref>,<xref rid="b65-MI-5-3-00222" ref-type="bibr">65</xref>,<xref rid="b69-MI-5-3-00222" ref-type="bibr">69</xref>,<xref rid="b67-MI-5-3-00222" ref-type="bibr">67</xref>,<xref rid="b80-MI-5-3-00222" ref-type="bibr">80</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Randomized clinical trials</td>
<td align="center" valign="middle">11</td>
<td align="center" valign="middle">14.67</td>
<td align="center" valign="middle">(<xref rid="b12-MI-5-3-00222" ref-type="bibr">12</xref>,<xref rid="b14-MI-5-3-00222" ref-type="bibr">14</xref>,<xref rid="b23-MI-5-3-00222" ref-type="bibr">23</xref>,<xref rid="b32-MI-5-3-00222" ref-type="bibr">32</xref>,<xref rid="b34-MI-5-3-00222" ref-type="bibr">34</xref>,<xref rid="b35-MI-5-3-00222" ref-type="bibr">35</xref>,<xref rid="b38-MI-5-3-00222" ref-type="bibr">38</xref>,<xref rid="b45-MI-5-3-00222" ref-type="bibr">45</xref>,<xref rid="b47-MI-5-3-00222" ref-type="bibr">47</xref>,<xref rid="b48-MI-5-3-00222" ref-type="bibr">48</xref>,<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Prospective cohort studies</td>
<td align="center" valign="middle">10</td>
<td align="center" valign="middle">13.33</td>
<td align="center" valign="middle">(<xref rid="b18-MI-5-3-00222" ref-type="bibr">18</xref>,<xref rid="b20-MI-5-3-00222" ref-type="bibr">20</xref>,<xref rid="b21-MI-5-3-00222" ref-type="bibr">21</xref>,<xref rid="b24-MI-5-3-00222" ref-type="bibr">24</xref>,<xref rid="b26-MI-5-3-00222" ref-type="bibr">26</xref>,<xref rid="b30-MI-5-3-00222" ref-type="bibr">30</xref>,<xref rid="b31-MI-5-3-00222" ref-type="bibr">31</xref>,<xref rid="b41-MI-5-3-00222" ref-type="bibr">41</xref>,<xref rid="b53-MI-5-3-00222" ref-type="bibr">53</xref>,<xref rid="b62-MI-5-3-00222" ref-type="bibr">62</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Pre/post-intervention studies</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">12.00</td>
<td align="center" valign="middle">(<xref rid="b55-MI-5-3-00222" ref-type="bibr">55</xref>,<xref rid="b68-MI-5-3-00222" ref-type="bibr">68</xref>,<xref rid="b69-MI-5-3-00222" ref-type="bibr">69</xref>,<xref rid="b72-MI-5-3-00222" ref-type="bibr">72</xref>,<xref rid="b75-MI-5-3-00222" ref-type="bibr">75</xref>,<xref rid="b77-MI-5-3-00222" ref-type="bibr">77</xref>,<xref rid="b78-MI-5-3-00222" ref-type="bibr">78</xref>,<xref rid="b79-MI-5-3-00222" ref-type="bibr">79</xref>,<xref rid="b81-MI-5-3-00222" ref-type="bibr">81</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Audit studies</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">9.33</td>
<td align="center" valign="middle">(<xref rid="b4-MI-5-3-00222" ref-type="bibr">4</xref>,<xref rid="b16-MI-5-3-00222" ref-type="bibr">16</xref>,<xref rid="b17-MI-5-3-00222" ref-type="bibr">17</xref>,<xref rid="b61-MI-5-3-00222" ref-type="bibr">61</xref>,<xref rid="b63-MI-5-3-00222" ref-type="bibr">63</xref>,<xref rid="b73-MI-5-3-00222" ref-type="bibr">73</xref>,<xref rid="b74-MI-5-3-00222" ref-type="bibr">74</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Cross-sectional studies</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">6.67</td>
<td align="center" valign="middle">(<xref rid="b15-MI-5-3-00222" ref-type="bibr">15</xref>,<xref rid="b50-MI-5-3-00222" ref-type="bibr">50</xref>,<xref rid="b52-MI-5-3-00222" ref-type="bibr">52</xref>,<xref rid="b56-MI-5-3-00222" ref-type="bibr">56</xref>,<xref rid="b60-MI-5-3-00222" ref-type="bibr">60</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Case-control studies</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.00</td>
<td align="center" valign="middle">(<xref rid="b40-MI-5-3-00222" ref-type="bibr">40</xref>,<xref rid="b64-MI-5-3-00222" ref-type="bibr">64</xref>,<xref rid="b71-MI-5-3-00222" ref-type="bibr">71</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Correlation studies</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">4.00</td>
<td align="center" valign="middle">(<xref rid="b10-MI-5-3-00222" ref-type="bibr">10</xref>,<xref rid="b29-MI-5-3-00222" ref-type="bibr">29</xref>,<xref rid="b36-MI-5-3-00222" ref-type="bibr">36</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Case reports</td>
<td align="center" valign="middle">2</td>
<td align="center" valign="middle">2.67</td>
<td align="center" valign="middle">(<xref rid="b28-MI-5-3-00222" ref-type="bibr">28</xref>,<xref rid="b37-MI-5-3-00222" ref-type="bibr">37</xref>)</td>
</tr>
<tr>
<td align="left" valign="middle">Prospective case-control studies</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1.33</td>
<td align="center" valign="middle">(<xref rid="b76-MI-5-3-00222" ref-type="bibr">76</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</floats-group>
</article>
