<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "https://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.2" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">2691</journal-id>
      <journal-title-group>
        <journal-title>Delirium Communications</journal-title>
        <abbrev-journal-title>Delirium Communications</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2959-104X</issn>
      <publisher>
        <publisher-name>European Delirium Association</publisher-name>
      </publisher>
      <self-uri xlink:href="https://deliriumjournal.com/">Website: Delirium</self-uri>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">142177</article-id>
      <article-id pub-id-type="doi">10.56392/001c.142177</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Articles</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Electronic Health Record Tools for the Detection, Management, and Monitoring of Delirium in Emergency Departments: Examples from Five Healthcare Systems</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Chary</surname>
            <given-names>Anita</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-1">
            <sup>1</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Southerland</surname>
            <given-names>Lauren</given-names>
          </name>
          <xref ref-type="author-notes" rid="author-note-1"/>
          <xref ref-type="aff" rid="author-aff-2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kennedy</surname>
            <given-names>Maura</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-3">
            <sup>3</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Friedman</surname>
            <given-names>Ari B.</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-4">
            <sup>4</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lee</surname>
            <given-names>Sangil</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-5">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Skains</surname>
            <given-names>Rachel</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-6">
            <sup>6</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bhananker</surname>
            <given-names>Annika</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-7">
            <sup>7</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Peebles</surname>
            <given-names>Alex</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-5">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Schneider</surname>
            <given-names>Katherine</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-5">
            <sup>5</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bellolio</surname>
            <given-names>Fernanda</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-8">
            <sup>8</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid" authenticated="false">https://orcid.org/0000-0002-5602-3717</contrib-id>
          <name>
            <surname>Liu</surname>
            <given-names>Shan W.</given-names>
          </name>
          <xref ref-type="aff" rid="author-aff-3">
            <sup>3</sup>
          </xref>
        </contrib>
      </contrib-group>
      <aff id="author-aff-1">
        <label>1</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">Baylor College of Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/02pttbw34</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-2">
        <label>2</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">The Ohio State University</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/00rs6vg23</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-3">
        <label>3</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">Massachusetts General Hospital</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/002pd6e78</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-4">
        <label>4</label>
        <institution-wrap>
          <institution content-type="dept">Departments of Emergency Medicine and Medical Ethics-Health Policy</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">University of Pennsylvania</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/00b30xv10</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-5">
        <label>5</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">University of Iowa</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/036jqmy94</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-6">
        <label>6</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">University of Alabama at Birmingham</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/008s83205</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-7">
        <label>7</label>
        <institution-wrap>
          <institution content-type="dept">Center for Innovations in Quality, Effectiveness and Safety</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">Baylor College of Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/02pttbw34</institution-id>
        </institution-wrap>
      </aff>
      <aff id="author-aff-8">
        <label>8</label>
        <institution-wrap>
          <institution content-type="dept">Department of Emergency Medicine</institution>
        </institution-wrap>
        <institution-wrap>
          <institution content-type="edu">Mayo Clinic</institution>
        </institution-wrap>
        <institution-wrap>
          <institution-id institution-id-type="ROR">https://ror.org/02qp3tb03</institution-id>
        </institution-wrap>
      </aff>
      <author-notes>
        <fn id="author-note-1">
          <p>Chary and Southerland share first authorship</p>
        </fn>
      </author-notes>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-08-08">
        <day>8</day>
        <month>8</month>
        <year>2025</year>
      </pub-date>
      <elocation-id>142177</elocation-id>
      <history>
        <date date-type="received" iso-8601-date="2025-06-19">
          <day>19</day>
          <month>6</month>
          <year>2025</year>
        </date>
        <date date-type="accepted" iso-8601-date="2025-06-24">
          <day>24</day>
          <month>6</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <license license-type="open-access">
          <ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">
              http://creativecommons.org/licenses/by/4.0
            </ali:license_ref>
          <license-p>
              This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0">Creative Commons Attribution License (4.0)</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
            </license-p>
        </license>
      </permissions>
      <self-uri content-type="pdf" xlink:href="https://deliriumjournal.com/article/142177.pdf"/>
      <self-uri content-type="xml" xlink:href="https://deliriumjournal.com/article/142177.xml"/>
      <self-uri content-type="json" xlink:href="https://deliriumjournal.com/article/142177.json"/>
      <self-uri content-type="html" xlink:href="https://deliriumjournal.com/article/142177"/>
      <abstract>
        <sec>
          <title>Background</title>
          <p>Delirium is a state of acute brain failure causing confusion, reduced focus, and changes in alertness. It is common in older patients, occurring in 6-38% of older emergency department (ED) patients. Evidence suggests that systematic screening improves detection rates and early detection, management and reporting are critical. However, examples of operationalizing this in clinical non-research care are scarce.</p>
        </sec>
        <sec>
          <title>Objective</title>
          <p>To describe and disseminate examples of best practices for delirium screening, management, and monitoring within the ED.</p>
        </sec>
        <sec>
          <title>Methods</title>
          <p>A group of emergency physicians interested in geriatric emergency medicine (GEM) and evidence-based medicine gathered monthly to discuss ways of implementing delirium care. Members were asked to submit any electronic health record (EHR)-based interventions for delirium in current use at their institutions. One group member categorized the EHR tools by their use for screening, prevention, management, and monitoring of delirium. As a group, categorizations were reviewed and agreed upon and similarities, differences and themes were identified.</p>
        </sec>
        <sec>
          <title>Results</title>
          <p>Current EHR interventions from 5 EDs were included. We found that: 1) Screening for delirium in EDs is challenging due to the nature of the environment and the variety of tools available. 2) Prevention tools included order sets. 3) Management was accomplished with best practice alerts and order sets to help screen, prevent, address underlying causes, and manage agitation. Delirium prevention order sets emphasize optimizing patient mobility, comfort, and communication. Assessment order sets include routine labs and consultations, while management order sets for agitation provide safe medication options considering older adults’ unique physiology. 4) Utilizing dashboards for compliance monitoring offers real-time feedback, and provides an overview of adherence to clinical guidelines, regulatory standards, and patient safety protocols.</p>
        </sec>
        <sec>
          <title>Conclusion</title>
          <p>These real-world examples can be used in EDs implementing delirium programs. Further studies on how EHR interventions impact screening, diagnosis, and treatment of delirium in the ED are needed.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>Delirium</kwd>
        <kwd>geriatric</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>RMS was supported by research grants from the National Institute on Aging (NIA) (R33AG058926, R03AG082923, and R21AG084218) and SAEMF/EMF (GEM2023-0000000008). ANC receives support from the NIA (R03AG078943) and the Society for Academic Emergency Medicine Foundation. ANC and AB receive support from the Houston Veterans Administration Health Services Research and Development Center for Innovations in Quality, Effectiveness, and Safety (CIN13-413). LTS was supported by the National Institute on Aging (NIA) K23AG061284. SWL received support from West Health/John A. Hartford Foundation. ABF receives support from the NIA (5-R03-AG078933 and 1-K23-AG080061) and Emergency Medicine Foundation.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Introduction</title>
      <p>Delirium is an acute neurocognitive disorder characterized by confusion, inattention, and altered levels of consciousness.<xref ref-type="bibr" rid="ref-472248"><sup>1</sup></xref> Delirium affects between 6-38% of older patients in emergency departments (EDs).<xref ref-type="bibr" rid="ref-472249 ref-472250"><sup>2,3</sup></xref> Despite its prevalence, delirium remains unrecognized by emergency clinicians in a staggering 86% of instances.<xref ref-type="bibr" rid="ref-472251 ref-472252 ref-472253 ref-472254 ref-472255 ref-472256"><sup>4–9</sup></xref> Health information technology, particularly through Electronic Health Records (EHRs), offers promising tools to enhance the diagnosis and management of ED delirium. Modern EHR systems, which have become increasingly interoperable, allow for the integration of customizable applications such as delirium screening tools, order sets, and monitoring systems. This review describes practical EHR-based strategies for delirium screening and management, drawn from institutions with experience implementing such initiatives, to inform health systems developing ED delirium care programs.</p>
      <sec>
        <title>Understanding the Quality Gap</title>
        <p>Most United States (U.S.) hospitals and EDs do not routinely screen patients for delirium.<xref ref-type="bibr" rid="ref-472257"><sup>10</sup></xref> This is an important quality gap. Prolonged exposure to emergency settings correlates with an increased risk of delirium.<xref ref-type="bibr" rid="ref-472258"><sup>11</sup></xref> Unrecognized delirium increases the risk of complications and death within the first week after an ED visit.<xref ref-type="bibr" rid="ref-472259"><sup>12</sup></xref> Those who develop delirium in the ED or hospital face a twelve-fold increase in the odds of being newly diagnosed with dementia in a year.<xref ref-type="bibr" rid="ref-472260"><sup>13</sup></xref> Systematic screening improves the detection of delirium over clinician gestalt.<xref ref-type="bibr" rid="ref-472249"><sup>2</sup></xref> For example, a multicenter study of almost 1,500 older adults in Canadian EDs revealed that 50% of delirium cases were missed when relying solely on clinician gestalt.<xref ref-type="bibr" rid="ref-472259"><sup>12</sup></xref> However, ED staff report multiple barriers to delirium screening and care, including time constraints and usability of screening tools, within the complex, chaotic, pressured ED environment.<xref ref-type="bibr" rid="ref-472261 ref-472262"><sup>14,15</sup></xref></p>
      </sec>
      <sec>
        <title>Facilitating delirium screening: A Potential Role for EHR-Based Tools</title>
        <p>EHRs can facilitate delirium screening through prompts, alerts, and other notifications.<xref ref-type="bibr" rid="ref-472263"><sup>16</sup></xref> One implementation study found that an EHR notification column improved delirium screening rates.<xref ref-type="bibr" rid="ref-472261"><sup>14</sup></xref> EHRs can also help couple screening with delirium prevention and management strategies, such as avoiding culprit medications, treating pain, mobilizing patients, and promoting sleep.<xref ref-type="bibr" rid="ref-472264"><sup>17</sup></xref> The EHR can also facilitate communication among the healthcare professionals involved in these multifactorial strategies,<xref ref-type="bibr" rid="ref-472263"><sup>16</sup></xref> e.g., pharmacists for medication reconciliation, nursing staff for re-orientation and monitoring, technicians for bedside support, and physical and occupational therapists for mobility assistance. While toolkits exist to help EDs implement delirium care programs,<xref ref-type="bibr" rid="ref-472264 ref-472265"><sup>17,18</sup></xref> EHR-specific resources are needed for EDs trying to implement EHR-based strategies to support delirium care.</p>
      </sec>
    </sec>
    <sec>
      <title>Methods</title>
      <p>In May 2021, a group of academic emergency physicians convened to explore initiatives designed to implement geriatric emergency medicine initiatives through two professional organizations within the Society for Academic Emergency Medicine (SAEM): (1) the Academy of Geriatric Emergency Medicine and (2) the Evidence-Based Healthcare and Implementation Interest Group. At the 2023 SAEM annual meeting, the group of 34 physicians voted to focus on delirium. Subsequent monthly meetings revealed a wide variety in delirium care interventions used at group members’ hospitals, with some EDs having no delirium interventions and others having robust screening and management programs. To assist EDs who were initiating delirium programs, we solicited examples of EHR interventions from robust, sustained delirium intervention programs. Physicians voluntarily provided examples of EHR supports for ED delirium care from five academic institutions, which varied in their geographic locations within the United States. All five EDs pertained to tertiary or quaternary hospitals. Two of the EDs had received Geriatric ED Accreditation by the American College of Emergency Physicians. The group reviewed and discussed EHR-based delirium practices from each site. One member categorized the examples as related to screening, prevention, management, and monitoring of delirium. The group used a consensus process to review categorizations and identify similarities, differences, and themes in EHR-based approaches for ED delirium.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>The five EDs’ EHR supports related to:</p>
      <list list-type="order">
        <list-item>
          <p>integrating screening tools as EHR checklists</p>
        </list-item>
        <list-item>
          <p>alerts and prompts</p>
        </list-item>
        <list-item>
          <p>order sets for delirium workup, prevention and management</p>
        </list-item>
        <list-item>
          <p>geriatric dashboards</p>
        </list-item>
      </list>
      <p><xref ref-type="table" rid="attachment-294991">Table 1</xref> provides details about the five contributing EDs and their delirium programs. <xref ref-type="boxed-text" rid="attachment-295133">Table 2</xref> offers highlights of practical EHR-based strategies to facilitate ED delirium programs.</p>
      <table-wrap id="attachment-294991">
        <object-id pub-id-type="publisher-id">294991</object-id>
        <label>Table 1.</label>
        <caption>
          <title>Emergency Department (ED) Site details</title>
        </caption>
        <table>
          <thead>
            <tr>
              <th/>
              <th>Site 1</th>
              <th>Site 2</th>
              <th>Site 3</th>
              <th>Site 4</th>
              <th>Site 5</th>
            </tr>
          </thead>
          <tbody>
            <tr>
              <td>Location</td>
              <td>Northeast</td>
              <td>Southeast</td>
              <td>Midwest</td>
              <td>Midwest</td>
              <td>Midwest</td>
            </tr>
            <tr>
              <td>GED accreditation</td>
              <td>None</td>
              <td>Level 1</td>
              <td>None</td>
              <td>None (submitted for level 1)</td>
              <td>Level 1</td>
            </tr>
            <tr>
              <td>Population served</td>
              <td>Urban, tertiary</td>
              <td>Urban, tertiary</td>
              <td>Urban<break/>Tertiary</td>
              <td>Urban and Rural (21%)<break/>Quaternary</td>
              <td>Urban, tertiary</td>
            </tr>
            <tr>
              <td>Electronic Health Record</td>
              <td>EPIC</td>
              <td>Cerner</td>
              <td>EPIC</td>
              <td>Epic</td>
              <td>Epic</td>
            </tr>
            <tr>
              <td>% of ED patients that are geriatric</td>
              <td>23%</td>
              <td>20%</td>
              <td>23%</td>
              <td>32%</td>
              <td>20%</td>
            </tr>
            <tr>
              <td>Delirium Tool</td>
              <td>Delirium Triage Screen (DTS), Brief Confusion Assessment Method<break/>(bCAM)*</td>
              <td>Nursing<break/>Delirium<break/>Screening Scale (NuDESC),<break/>bCAM</td>
              <td>DTS<break/>bCAM</td>
              <td>DTS<break/>bCAM</td>
              <td>DTS</td>
            </tr>
            <tr>
              <td>Delirium Order Set &amp; Components</td>
              <td>Prevention &amp; Treatment</td>
              <td/>
              <td/>
              <td>Prevention &amp; Treatment</td>
              <td/>
            </tr>
            <tr>
              <td>Delirium Dashboard</td>
              <td>No</td>
              <td/>
              <td/>
              <td>Yes</td>
              <td/>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <p>*Suspended during COVID-19 pandemic</p>
        </table-wrap-foot>
      </table-wrap>
      <boxed-text id="attachment-295133">
        <label>Table 2.</label>
        <caption>
          <title>Examples of Practical EHR-Based Strategies for ED Delirium Care</title>
        </caption>
        <list list-type="bullet">
          <list-item>
            <p>Tiered Delirium Screening Workflow:</p>
            <p>Embed a two-step process in the EHR using a rapid screening tool (e.g., DTS) administered by nursing, followed by a confirmatory tool (e.g., bCAM) prompted via Best Practice Advisory (BPA) for positive screens.</p>
          </list-item>
          <list-item>
            <p>Delirium Prevention Order Set Elements:</p>
            <p>Include non-pharmacologic interventions such as mobility prompts, sleep hygiene orders, bladder scanning for toileting support, and options to reduce tethers (e.g., telemetry or oximetry), tailored for high-risk older adults.</p>
          </list-item>
          <list-item>
            <p>Pharmacologic Management Order Set Features:</p>
            <p>Incorporate geriatric-specific dosing for antipsychotics, highlight high-risk medications to avoid (e.g., haloperidol in Lewy body dementia), and provide clinical decision support with warnings or preferred alternatives.</p>
          </list-item>
          <list-item>
            <p>Geriatric Dashboard Metrics:</p>
            <p>Track screening compliance, delirium prevalence, ED return visits, restraint use, and use of geriatric order sets, allowing audit and feedback to drive adherence and quality improvement.</p>
          </list-item>
          <list-item>
            <p>BPA for Medication Safety in Older Adults:</p>
            <p>Trigger alerts when potentially inappropriate medications (e.g., benzodiazepines, anticholinergics) are ordered for patients 65+, with in-line suggestions for safer alternatives or pharmacist consultation.</p>
          </list-item>
        </list>
      </boxed-text>
      <sec>
        <title>Integrating Delirium Screening Tools into the EHR</title>
        <p>All sites integrate validated screening tools as checklists within the EHR, allowing clinicians performing the screening to easily input responses to individual questions required for each tool.</p>
        <p><xref ref-type="fig" rid="attachment-294992">Figure 1</xref> shows integration of the Delirium Triage Screen (DTS), the brief Confusion Assessment Method (bCAM), and Nursing Delirium Screening Scale (NuDESC) into the EHRs Epic and Cerner. Because the DTS can be performed within seconds, sites incorporate a DTS EHR checklist into triage procedures and initial bedside nursing assessments. Sites also use the DTS as part of a two-stage process, in which a positive screen prompts a more comprehensive delirium assessment, such as the Brief Confusion Assessment Method (bCAM). For two-stage screening, sites use an automated alert or pop-up to facilitate communication within the care team that a second screening needed to be performed (<xref ref-type="fig" rid="attachment-294995">Figure 2</xref>). Selection of which screening tool to integrate into the EHR depends in part on the tool(s) used in the inpatient setting to create continuity and facilitate comparisons in assessments over time.</p>
        <fig id="attachment-294992">
          <object-id pub-id-type="publisher-id">294992</object-id>
          <label>Figure 1.</label>
          <caption>
            <title>Delirium Triage Screen (DTS)</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294992.png"/>
        </fig>
        <fig id="attachment-294993">
          <object-id pub-id-type="publisher-id">294993</object-id>
          <caption>
            <title>Brief Confusion Assessment Method (bCAM)</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294993.png"/>
        </fig>
        <fig id="attachment-294994">
          <object-id pub-id-type="publisher-id">294994</object-id>
          <caption>
            <title>Nursing Delirium Screening Scale (NuDESC)</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294994.png"/>
        </fig>
        <fig id="attachment-294995">
          <object-id pub-id-type="publisher-id">294995</object-id>
          <label>Figure 2.</label>
          <caption>
            <title>Best Practice Advisory (BPA) triggered for positive Delirium Triage Screen</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294995.png"/>
        </fig>
      </sec>
      <sec>
        <title>Provider Alerts and Prompts</title>
        <p>Alerts and prompts are pop-ups in the EHR that provide reminders to clinicians or nudge them to take a specific action. Sites use clinician alerts in several ways. First, alerts can help clinicians take next steps to intervene on a positive delirium screen. One site uses a Best Practice Advisory (BPA) pop-up after a positive DTS screen to prompt ED clinicians to consult the ED pharmacist for delirium medication management (<xref ref-type="fig" rid="attachment-294995">Figure 2</xref>). Second, sites incorporate BPAs into clinical decision support (CDS) tools for ED clinicians. As an example, at one site, when clinicians order a potentially inappropriate medication, the EHR triggers an “Older Adult Medication Risk” BPA (see supplement A) alerting the clinician that the medication may pose a safety risk. The ED provider can then cancel the order and choose an alternative medication or override the alert. Language about safety can also be inserted into orders as “warnings” (see supplement B) to avoid medications, such as anticholinergic medication in agitated patients with delirium, or as suggestions for more appropriate medications, e.g., “prefer oral atypical antipsychotics first.”</p>
      </sec>
      <sec>
        <title>Order Sets for Delirium Prevention, Workup, and Management</title>
        <p>An order set is a pre-defined group of clinical orders in the EHR that help streamline care, such as labs, medications, and consults. Order sets are intended to decrease cognitive burden for clinicians and promote patient safety. Sites employed order sets related to the prevention, workup, and management of delirium. Successful implementation of an order set requires interdisciplinary input on which items should be included in the order set, engagement with nursing and inpatient teams to ensure coordination and sustained therapies across the course of a hospital stay, information systems support to build and test the order set in the EHR, departmental leadership enthusiasm to dedicate staff meeting times to the use of the order set, a clinical champion to encourage that use, and ongoing monitoring and quality improvement. Below, we summarize key elements sites included in order sets to balance comprehensiveness and usability.</p>
        <p><italic>Delirium Prevention.</italic> Based on available resources, the five institutions employ delirium prevention orders for all older adults vs. for specific older adults at high-risk for ED delirium (e.g., those with dementia, those who speak a non-English primary language). Delirium prevention activities rely most heavily on nurses and relate to optimizing patient mobility, comfort, and communication. Prevention order sets can be used by all clinicians. Orders related to patient mobility include ambulating patients during each shift, getting patients out of bed for meals, and helping reposition patients with limited mobility every few hours. Orders related to patient comfort can include dimming lighting during evenings and overnight periods, giving patients sleep masks, specifying hours that patients should be allowed uninterrupted sleep, and performing bladder scans, which are particularly useful in patients with difficulty communicating toileting needs. Orders related to minimizing tethers, such as telemetry and oximetry wires can promote both patient mobility and comfort. As patients may not have corrective lenses or hearing aids with them in the ED, providing hearing assist devices and reading glasses can facilitate communication with the healthcare team. As pain and constipation can contribute to delirium, order sets can prompt standing doses of acetaminophen and lidocaine patches, which generally have few contraindications, as well as stool softeners (see supplement D).</p>
        <p><italic>Delirium Workup.</italic> Sites use order sets after a positive delirium screen to prompt a medical evaluation for potential underlying causes. Medical evaluation orders include routine laboratory tests to evaluate for metabolic derangements as well as urinalysis/culture, COVID testing, and chest X-ray to evaluate for potential infectious etiologies (see supplement C). Sites’ order sets also include options to consult pharmacy (for medication review and recommendations on modifying high-risk medications like benzodiazepines) and/or geriatrics, psychiatry, or neurology to help ED teams investigate the cause of delirium. Sites vary in the comprehensiveness of medical workup and specialty consultations suggested. At one institution, delirium orders are grouped into an “ED fever/sepsis/altered mental status/delirium” order set, which has broader diagnostics than the aforementioned.</p>
        <p><italic>Delirium Management.</italic> For patients in whom delirium is identified, sites’ order sets focus on specialty consultation and agitation management. Specialty consultation orders for delirium management include (a) physical and occupational therapy, for recommendations regarding mobility and activities to redirect fidgeting behaviors, to reduce delirium duration; and (b), geriatrics, psychiatry, or neurology, depending on hospital system resources. Order sets also contain medications for management of severe agitation with geriatric-specific dosing and warnings about the risks of anti-dopaminergic agents, e.g. haloperidol and droperidol, in persons with Parkinson’s Disease and/or Lewy body dementia. Some order sets trigger an expanded warning message if a clinician chooses medications considered high-risk (see supplement E).</p>
      </sec>
      <sec>
        <title>ED dashboards</title>
        <p>An EHR dashboard is a visual tool that displays real-time data on clinical processes and can enhance patient care through data access and management. Dashboards allow for real-time data visualization, CDS, user-centered design, and performance monitoring and feedback.<xref ref-type="bibr" rid="ref-472267"><sup>19</sup></xref> They provide functionalities like detailed reporting, customization to meet specific needs, alert creation for critical situations, resource management, and real-time information display.<xref ref-type="bibr" rid="ref-472268"><sup>20</sup></xref> Dashboards make compliance monitoring possible, i.e. evaluating for adherence to clinical guidelines, regulatory standards, and patient safety protocols, which is integral to the delivery of high-quality, patient-centered ED care. Compliance monitoring involves training, continuous data collection and analysis, enabling real-time tracking of adherence to clinical guidelines and safety protocols. Dashboards and real-time monitoring systems can be used to identify and address deviations from protocols, regular reporting, identifying trends, and areas for improvement thereby minimizing the risk of adverse events (see supplement F). This process fosters a culture of continuous quality improvement and informs initiatives aimed at enhancing patient outcomes and care delivery processes.</p>
        <p>In one of the sites that has received geriatric accreditation, a dashboard is used to ensure that staff members consistently adhere to the established screening procedures. The dashboard enhances communication and information exchange among team members regarding positive screening results. Effective communication is crucial for timely and accurate diagnosis and treatment.</p>
        <p>Sites do experience challenges implementing ED dashboards to track delirium screening. Ensuring data quality and reliability is crucial but often difficult. Integrating dashboards with other hospital systems can be complex and making sure the functionalities meet the diverse needs of ED staff requires careful planning. Additionally, protecting patient confidentiality while displaying information on dashboards is a critical concern.</p>
      </sec>
    </sec>
    <sec>
      <title>Discussion</title>
      <p>We report here how 5 EDs use EHR to facilitate screening, prevention, and management of delirium. EHRs facilitate screening, preventing, and managing delirium through BPAs and order sets that reduce cognitive load for clinicians and standardize care by providing CDS tools. This work also emphasizes the importance of the EHR in coupling positive screening with interventions, as screening alone does not change the outcomes for patients with or at-risk for delirium.<xref ref-type="bibr" rid="ref-472269"><sup>21</sup></xref> Compliance monitoring using dashboards provides real-time feedback and tracks adherence to clinical guidelines, facilitating continuous quality improvement. Implementing these strategies can help manage and mitigate delirium in EDs, with a goal of ultimately improving patient outcomes.</p>
      <p>Several of the strategies we describe are supported by prior research and scholarship. Using the EHR to implement screening has been shown to improve ED delirium detection rates.<xref ref-type="bibr" rid="ref-472270"><sup>22</sup></xref> One program describes using an EHR Best Practice Advisory (BPA) to alert an ED provider if high-risk delirium status is identified.<xref ref-type="bibr" rid="ref-472271"><sup>23</sup></xref> Delirium prevention and management order sets include items such as hearing assist devices and reading glasses, which can facilitate communication with the healthcare team.<xref ref-type="bibr" rid="ref-472266"><sup>24</sup></xref> They also contain orders for physical and occupational therapy, which have been shown in the ED to reduce delirium duration.<xref ref-type="bibr" rid="ref-472272"><sup>25</sup></xref> Dashboard-based audit and feedback has been used in medication safety programs for older adults,<xref ref-type="bibr" rid="ref-472273"><sup>26</sup></xref> clinical guidelines implementation and standardization of care for chronic medications<xref ref-type="bibr" rid="ref-472274"><sup>27</sup></xref> like antihypertensives, and monitoring bundles for postoperative delirium.<xref ref-type="bibr" rid="ref-472275"><sup>28</sup></xref> Dashboards play a vital role in enhancing process control, communication, and overall management in ED.<xref ref-type="bibr" rid="ref-472268"><sup>20</sup></xref></p>
      <p>Despite the promise of these EHR-based tools, gaps in evidence remain. It is unclear which screening tool is optimal for EHR integration; this decision may be health system dependent. A recent systematic review of ED delirium screening instruments concluded that while the 4AT has been studied the most in the ED, other screening instruments may be more sensitive or specific in ruling out or ruling in delirium, respectively.<xref ref-type="bibr" rid="ref-472276"><sup>29</sup></xref> Selection of delirium screening tools for order sets depends on if the goal is to rule in or rule out delirium. Studies are lacking regarding the impact of EHR interventions on ED delirium duration. Little is known about how order set design affects clinician adherence, or whether specific components (e.g., antipsychotic alerts) improve patient outcomes. There is also limited evidence about use of the EHR to facilitate targeted, rather than universal ED delirium screening. Some EDs screen all older adults above an age threshold,<xref ref-type="bibr" rid="ref-472277"><sup>30</sup></xref> whereas others identify individuals at greatest risk of delirium based on age and geriatric syndromes.<xref ref-type="bibr" rid="ref-472271"><sup>23</sup></xref> Future research is needed to evaluate which EHR elements most effectively link screening and intervention, which elements clinicians value the most, and which elements are most transferable and sustainable in diverse ED practice settings.</p>
      <p>Most sites represented herein are academic, urban, and relatively well-resourced, with institutional support–including informatics resources–for geriatric care. Using EHR-based tools to support ED delirium initiatives requires several institutional resources, such as educational materials, frontline staff time, and EHR informatics support.<xref ref-type="bibr" rid="ref-472278"><sup>31</sup></xref> For lower-resource EDs without dedicated infrastructure for geriatric care, implementation of a basic order set—designed with local workflows in mind—may represent a starting point. Local champions of the order set may focus on elements that do not require specialist consults or additional staffing. Medication-focused BPAs may also be a relatively lower-effort, high-impact change. Sharing modular and adaptable frameworks, we have done here, can help lower-resourced EDs prioritize incremental steps towards improving delirium care.</p>
    </sec>
    <sec>
      <title>Limitations</title>
      <p>This review is based on examples shared through a discussion-based, multi-institutional working group rather than a systematic survey. While this limits generalizability, it allowed for in-depth exploration of implementation strategies at each site. The five contributing sites are academic, urban, and largely tertiary or quaternary centers, each with institutional interest in geriatric care. Thus, findings may be less applicable to lower-resourced EDs. While Epic and Cerner are the most widely used EHRs in the United States, transferability to other platforms, such as Meditech or CPRS, may be constrained by differences in customization and interoperability. Finally, while these tools are promising, their direct impact on clinical outcomes remains untested and should be explored in future research.</p>
    </sec>
    <sec>
      <title>Conclusions</title>
      <p>EHR-based tools offer promising strategies to improve delirium screening, prevention, and management in the emergency department by standardizing workflows and supporting clinical decision-making. Our real-world examples illustrate feasible approaches but underscore the need for adaptions across varied clinical settings. Future research should evaluate the impact of these tools on patient outcomes and explore implementation in lower-resourced environments.</p>
      <sec id="contrib" sec-type="author-contributions">
        <title>Author Contributions</title>
        <p>AC, LTS, MK, SL, RMS, SWL contributed to concept. AC, AB, AP, KS, SWL, RMS, LTS, MK, AF, AP, KS, and FB provided types of delirium tools. All authors helped write or edit the manuscript.</p>
      </sec>
      <sec>
        <title>Ethics statement</title>
        <p>Ethical approval was not required for this study as it involved the analysis of electronic health records and systems without any patient involvement.</p>
      </sec>
      <sec id="coi" sec-type="COI-statement">
        <title>Declaration of Interests</title>
        <p>Nothing to disclose.</p>
      </sec>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgements</title>
      <p>none</p>
    </ack>
    <app-group>
      <app>
        <title>Supplement</title>
        <fig id="attachment-294996">
          <object-id pub-id-type="publisher-id">294996</object-id>
          <caption>
            <title>A. Best Practice Advisory (BPA) older adult medication risk</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294996.png"/>
        </fig>
        <fig id="attachment-294997">
          <object-id pub-id-type="publisher-id">294997</object-id>
          <caption>
            <title>B. Medication warning</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294997.png"/>
        </fig>
        <fig id="attachment-294998">
          <object-id pub-id-type="publisher-id">294998</object-id>
          <caption>
            <title>C. An order set for providers of delirium prevention activities, such as limiting vital signs to daytime hours, ambulation, and patient mobility. Credit: <italic>Massachusetts General Hospital.</italic> <italic>Delirium Workup and Addressing Potential Underlying Etiologies.</italic></title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294998.png"/>
        </fig>
        <fig id="attachment-294999">
          <object-id pub-id-type="publisher-id">294999</object-id>
          <caption>
            <title>D. Standing doses of low-risk medications</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_294999.png"/>
        </fig>
        <fig id="attachment-295000">
          <object-id pub-id-type="publisher-id">295000</object-id>
          <caption>
            <title>E. While non-pharmacologic methods are preferred, order sets can incorporate warnings about dosing and disease interactions when antipsychotics are used for agitation. This order set includes a warning highlighted in red to avoid haloperidol and droperidol for patients with Parkinson’s disease and Lewy Body dementia.</title>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_295000.png"/>
        </fig>
        <fig id="attachment-295001">
          <object-id pub-id-type="publisher-id">295001</object-id>
          <caption>
            <title>F. Example of a Geriatric ED dashboard. Collating all the screening results in one page as a dashboard to facilitate audit and feedback. This dashboard also tracks percentage of admissions, screening for falls and for abuse, ED return visits, visits resulting in admission, increase to higher level of care (ICU) within 24 hours, use of procedural sedation, advance care directives on medical record, restrain use, urinary catheter placed and reasons for placement, physical therapy ordered in the ED, palliative care.</title>
            <p>Geriatric dashboard measurements</p>
            <p specific-use="wrapper">
              <list list-type="bullet">
                <list-item>
                  <p>Total ED visits by patients 65+, and 75+</p>
                </list-item>
                <list-item>
                  <p>Percentage of admitted patients</p>
                </list-item>
                <list-item>
                  <p>ED return visits and return visits resulting in admission</p>
                </list-item>
                <list-item>
                  <p>ED length of stay longer than 8 hours</p>
                </list-item>
                <list-item>
                  <p>Percentage discharge to nursing home or SNF</p>
                </list-item>
                <list-item>
                  <p>Percentage discharged with follow up with primary care provider within 1 week</p>
                </list-item>
                <list-item>
                  <p>Screening for falls and percentage high, moderate, and low, falls resulting in injury</p>
                </list-item>
                <list-item>
                  <p>Screening for abuse</p>
                </list-item>
                <list-item>
                  <p>Screening for delirium and percentage positive</p>
                </list-item>
                <list-item>
                  <p>Increase to higher level of care (ICU) within 24 hours</p>
                </list-item>
                <list-item>
                  <p>Use of procedural sedation</p>
                </list-item>
                <list-item>
                  <p>Advance care directives on medical record</p>
                </list-item>
                <list-item>
                  <p>Restraint use</p>
                </list-item>
                <list-item>
                  <p>Urinary catheter placed and reasons for placement</p>
                </list-item>
                <list-item>
                  <p>Physical therapy ordered in the ED</p>
                </list-item>
                <list-item>
                  <p>Palliative care (hospice patient visits, patients admitted to palliative care service, comfort care order set)</p>
                </list-item>
                <list-item>
                  <p>Order set use (delirium, stroke, agitation, end of life care, hip fracture)</p>
                </list-item>
              </list>
            </p>
          </caption>
          <graphic xlink:href="assets/delirium_2025_142177_295001.jpeg"/>
        </fig>
      </app>
    </app-group>
    <ref-list>
      <ref id="ref-472248">
        <element-citation publication-type="article-journal">
          <label>1</label>
          <article-title>The relationship between a chief complaint of "altered mental status" and delirium in older emergency department patients</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Han</surname>
              <given-names>J. H.</given-names>
            </name>
            <name>
              <surname>Schnelle</surname>
              <given-names>J. F.</given-names>
            </name>
            <name>
              <surname>Ely</surname>
              <given-names>E. W.</given-names>
            </name>
          </person-group>
          <date>
            <month>8</month>
            <year>2014</year>
          </date>
          <volume>21</volume>
          <issue>8</issue>
          <fpage>937</fpage>
          <lpage>40</lpage>
          <pub-id pub-id-type="doi">10.1111/acem.12436</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/acem.12436">https://doi.org/10.1111/acem.12436</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472249">
        <element-citation publication-type="article-journal">
          <label>2</label>
          <article-title>Delirium Prevention, Detection, and Treatment in Emergency Medicine Settings: A Geriatric Emergency Care Applied Research (GEAR) Network Scoping Review and Consensus Statement</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Carpenter</surname>
              <given-names>C. R.</given-names>
            </name>
            <name>
              <surname>Hammouda</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Linton</surname>
              <given-names>E. A..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>1</month>
            <year>2021</year>
          </date>
          <volume>28</volume>
          <issue>1</issue>
          <fpage>19</fpage>
          <lpage>35</lpage>
          <pub-id pub-id-type="doi">10.1111/acem.14166</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/acem.14166">https://doi.org/10.1111/acem.14166</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472250">
        <element-citation publication-type="article-journal">
          <label>3</label>
          <article-title>Clinical phenotypes of delirium during critical illness and severity of subsequent long-term cognitive impairment: a prospective cohort study</article-title>
          <source>Lancet Respir Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Girard</surname>
              <given-names>T. D.</given-names>
            </name>
            <name>
              <surname>Thompson</surname>
              <given-names>J. L.</given-names>
            </name>
            <name>
              <surname>Pandharipande</surname>
              <given-names>P. P..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>3</month>
            <year>2018</year>
          </date>
          <volume>6</volume>
          <issue>3</issue>
          <fpage>213</fpage>
          <lpage>222</lpage>
          <pub-id pub-id-type="doi">10.1016/s2213-2600(18)30062-6</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s2213-2600(18)30062-6">https://doi.org/10.1016/s2213-2600(18)30062-6</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472251">
        <element-citation publication-type="article-journal">
          <label>4</label>
          <article-title>The effect of mental status screening on the care of elderly emergency department patients</article-title>
          <source>Ann Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Hustey</surname>
              <given-names>F. M.</given-names>
            </name>
            <name>
              <surname>Meldon</surname>
              <given-names>S. W.</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>M. D.</given-names>
            </name>
            <name>
              <surname>Lex</surname>
              <given-names>C. K.</given-names>
            </name>
          </person-group>
          <date>
            <month>5</month>
            <year>2003</year>
          </date>
          <volume>41</volume>
          <issue>5</issue>
          <fpage>678</fpage>
          <lpage>84</lpage>
          <pub-id pub-id-type="doi">10.1067/mem.2003.152</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1067/mem.2003.152">https://doi.org/10.1067/mem.2003.152</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472252">
        <element-citation publication-type="article-journal">
          <label>5</label>
          <article-title>Unrecognized delirium in ED geriatric patients</article-title>
          <source>Am J Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Lewis</surname>
              <given-names>L. M.</given-names>
            </name>
            <name>
              <surname>Miller</surname>
              <given-names>D. K.</given-names>
            </name>
            <name>
              <surname>Morley</surname>
              <given-names>J. E.</given-names>
            </name>
            <name>
              <surname>Nork</surname>
              <given-names>M. J.</given-names>
            </name>
            <name>
              <surname>Lasater</surname>
              <given-names>L. C.</given-names>
            </name>
          </person-group>
          <date>
            <month>3</month>
            <year>1995</year>
          </date>
          <volume>13</volume>
          <issue>2</issue>
          <fpage>142</fpage>
          <lpage>5</lpage>
          <pub-id pub-id-type="doi">10.1016/0735-6757(95)90080-2</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/0735-6757(95)90080-2">https://doi.org/10.1016/0735-6757(95)90080-2</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472253">
        <element-citation publication-type="article-journal">
          <label>6</label>
          <article-title>Delirium and other cognitive impairment in older adults in an emergency department</article-title>
          <source>Ann Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Naughton</surname>
              <given-names>B. J.</given-names>
            </name>
            <name>
              <surname>Moran</surname>
              <given-names>M. B.</given-names>
            </name>
            <name>
              <surname>Kadah</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Heman-Ackah</surname>
              <given-names>Y.</given-names>
            </name>
            <name>
              <surname>Longano</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <date>
            <month>6</month>
            <year>1995</year>
          </date>
          <volume>25</volume>
          <issue>6</issue>
          <fpage>751</fpage>
          <lpage>5</lpage>
          <pub-id pub-id-type="doi">10.1016/s0196-0644(95)70202-4</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0196-0644(95)70202-4">https://doi.org/10.1016/s0196-0644(95)70202-4</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472254">
        <element-citation publication-type="article-journal">
          <label>7</label>
          <article-title>Prevalence and detection of delirium in elderly emergency department patients</article-title>
          <source>CMAJ</source>
          <person-group person-group-type="author">
            <name>
              <surname>Elie</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Rousseau</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>Cole</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Primeau</surname>
              <given-names>F.</given-names>
            </name>
            <name>
              <surname>McCusker</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Bellavance</surname>
              <given-names>F.</given-names>
            </name>
          </person-group>
          <date>
            <day>17</day>
            <month>10</month>
            <year>2000</year>
          </date>
          <volume>163</volume>
          <issue>8</issue>
          <fpage>977</fpage>
          <lpage>81</lpage>
        </element-citation>
      </ref>
      <ref id="ref-472255">
        <element-citation publication-type="article-journal">
          <label>8</label>
          <article-title>Prevalence and documentation of impaired mental status in elderly emergency department patients</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Hustey</surname>
              <given-names>F. M.</given-names>
            </name>
            <name>
              <surname>Meldon</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Palmer</surname>
              <given-names>R.</given-names>
            </name>
          </person-group>
          <date>
            <month>10</month>
            <year>2000</year>
          </date>
          <volume>7</volume>
          <issue>10</issue>
          <fpage>1166</fpage>
        </element-citation>
      </ref>
      <ref id="ref-472256">
        <element-citation publication-type="article-journal">
          <label>9</label>
          <article-title>Delirium in older emergency department patients: recognition, risk factors, and psychomotor subtypes</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Han</surname>
              <given-names>J. H.</given-names>
            </name>
            <name>
              <surname>Zimmerman</surname>
              <given-names>E. E.</given-names>
            </name>
            <name>
              <surname>Cutler</surname>
              <given-names>N..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>3</month>
            <year>2009</year>
          </date>
          <volume>16</volume>
          <issue>3</issue>
          <fpage>193</fpage>
          <lpage>200</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1553-2712.2008.00339.x</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/j.1553-2712.2008.00339.x">https://doi.org/10.1111/j.1553-2712.2008.00339.x</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472257">
        <element-citation publication-type="article-journal">
          <label>10</label>
          <article-title>Balancing Vision With Pragmatism: The Geriatric Emergency Department Guidelines-Realistic Expectations From Emergency Medicine and Geriatric Medicine</article-title>
          <source>The Journal of Emergency Medicine</source>
          <person-group person-group-type="author">
            <name>
              <surname>Shih</surname>
              <given-names>R. D.</given-names>
            </name>
            <name>
              <surname>Carpenter</surname>
              <given-names>C. R.</given-names>
            </name>
            <name>
              <surname>Tolia</surname>
              <given-names>V.</given-names>
            </name>
            <name>
              <surname>Binder</surname>
              <given-names>E. F.</given-names>
            </name>
            <name>
              <surname>Ouslander</surname>
              <given-names>J. G.</given-names>
            </name>
          </person-group>
          <date>
            <day>1</day>
            <month>5</month>
            <year>2022</year>
          </date>
          <volume>62</volume>
          <issue>5</issue>
          <fpage>585</fpage>
          <lpage>589</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jemermed.2021.12.017</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jemermed.2021.12.017">https://doi.org/10.1016/j.jemermed.2021.12.017</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472258">
        <element-citation publication-type="article-journal">
          <label>11</label>
          <article-title>Boarding Duration in the Emergency Department and Inpatient Delirium and Severe Agitation</article-title>
          <source>JAMA Netw Open</source>
          <person-group person-group-type="author">
            <name>
              <surname>Joseph</surname>
              <given-names>J. W.</given-names>
            </name>
            <name>
              <surname>Elhadad</surname>
              <given-names>N.</given-names>
            </name>
            <name>
              <surname>Mattison</surname>
              <given-names>M. L. P..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <day>3</day>
            <month>6</month>
            <year>2024</year>
          </date>
          <volume>7</volume>
          <issue>6</issue>
          <fpage>e2416343</fpage>
          <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2024.16343</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1001/jamanetworkopen.2024.16343">https://doi.org/10.1001/jamanetworkopen.2024.16343</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472259">
        <element-citation publication-type="article-journal">
          <label>12</label>
          <article-title>Prevalence, management and outcomes of unrecognized delirium in a National Sample of 1,493 older emergency department patients: how many were sent home and what happened to them?</article-title>
          <source>Age Ageing</source>
          <person-group person-group-type="author">
            <name>
              <surname>Lee</surname>
              <given-names>J. S.</given-names>
            </name>
            <name>
              <surname>Tong</surname>
              <given-names>T.</given-names>
            </name>
            <name>
              <surname>Chignell</surname>
              <given-names>M..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <day>2</day>
            <month>2</month>
            <year>2022</year>
          </date>
          <volume>51</volume>
          <issue>2</issue>
          <pub-id pub-id-type="doi">10.1093/ageing/afab214</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ageing/afab214">https://doi.org/10.1093/ageing/afab214</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472260">
        <element-citation publication-type="article-journal">
          <label>13</label>
          <article-title>Delirium in older adults is associated with development of new dementia: a systematic review and meta-analysis</article-title>
          <source>Int J Geriatr Psychiatry</source>
          <person-group person-group-type="author">
            <name>
              <surname>Pereira</surname>
              <given-names>J. V.</given-names>
            </name>
            <name>
              <surname>Aung Thein</surname>
              <given-names>M. Z.</given-names>
            </name>
            <name>
              <surname>Nitchingham</surname>
              <given-names>A.</given-names>
            </name>
            <name>
              <surname>Caplan</surname>
              <given-names>G. A.</given-names>
            </name>
          </person-group>
          <date>
            <month>7</month>
            <year>2021</year>
          </date>
          <volume>36</volume>
          <issue>7</issue>
          <fpage>993</fpage>
          <lpage>1003</lpage>
          <pub-id pub-id-type="doi">10.1002/gps.5508</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/gps.5508">https://doi.org/10.1002/gps.5508</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472261">
        <element-citation publication-type="article-journal">
          <label>14</label>
          <article-title>Implementation of geriatric screening in the emergency department using the Consolidated Framework for Implementation Research</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Southerland</surname>
              <given-names>L. T.</given-names>
            </name>
            <name>
              <surname>Gulker</surname>
              <given-names>P.</given-names>
            </name>
            <name>
              <surname>Van Fossen</surname>
              <given-names>J..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>11</month>
            <year>2023</year>
          </date>
          <volume>30</volume>
          <issue>11</issue>
          <fpage>1117</fpage>
          <lpage>1128</lpage>
          <pub-id pub-id-type="doi">10.1111/acem.14776</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/acem.14776">https://doi.org/10.1111/acem.14776</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472262">
        <element-citation publication-type="article-journal">
          <label>15</label>
          <article-title>Implementation of delirium screening in the emergency department: A qualitative study with early adopters</article-title>
          <source>J Am Geriatr Soc</source>
          <person-group person-group-type="author">
            <name>
              <surname>Chary</surname>
              <given-names>A. N.</given-names>
            </name>
            <name>
              <surname>Bhananker</surname>
              <given-names>A. R.</given-names>
            </name>
            <name>
              <surname>Brickhouse</surname>
              <given-names>E..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>12</month>
            <year>2024</year>
          </date>
          <volume>72</volume>
          <issue>12</issue>
          <fpage>3753</fpage>
          <lpage>3762</lpage>
          <pub-id pub-id-type="doi">10.1111/jgs.19188</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.19188">https://doi.org/10.1111/jgs.19188</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472263">
        <element-citation publication-type="article-journal">
          <label>16</label>
          <article-title>Leveraging the Electronic Health Record to Implement Emergency Department Delirium Screening</article-title>
          <source>Appl Clin Inform</source>
          <person-group person-group-type="author">
            <name>
              <surname>Chary</surname>
              <given-names>A. N.</given-names>
            </name>
            <name>
              <surname>Brickhouse</surname>
              <given-names>E.</given-names>
            </name>
            <name>
              <surname>Torres</surname>
              <given-names>B..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>5</month>
            <year>2023</year>
          </date>
          <volume>14</volume>
          <issue>3</issue>
          <fpage>478</fpage>
          <lpage>486</lpage>
          <pub-id pub-id-type="doi">10.1055/a-2073-3736</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1055/a-2073-3736">https://doi.org/10.1055/a-2073-3736</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472264">
        <element-citation publication-type="article-journal">
          <label>17</label>
          <article-title>ED-DEL: Development of a change package and toolkit for delirium in the emergency department</article-title>
          <source>JACEP Open</source>
          <person-group person-group-type="author">
            <name>
              <surname>Kennedy</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Webb</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Gartaganis</surname>
              <given-names>S..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <day>1</day>
            <month>4</month>
            <year>2021</year>
          </date>
          <volume>2</volume>
          <issue>2</issue>
          <fpage>e12421</fpage>
          <pub-id pub-id-type="doi">10.1002/emp2.12421</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/emp2.12421">https://doi.org/10.1002/emp2.12421</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472265">
        <element-citation publication-type="article-journal">
          <label>18</label>
          <article-title>Managing Delirium and Agitation in the Older Emergency Department Patient: The ADEPT Tool</article-title>
          <source>Ann Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Shenvi</surname>
              <given-names>C.</given-names>
            </name>
            <name>
              <surname>Kennedy</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Austin</surname>
              <given-names>C. A.</given-names>
            </name>
            <name>
              <surname>Wilson</surname>
              <given-names>M. P.</given-names>
            </name>
            <name>
              <surname>Gerardi</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Schneider</surname>
              <given-names>S.</given-names>
            </name>
          </person-group>
          <date>
            <month>2</month>
            <year>2020</year>
          </date>
          <volume>75</volume>
          <issue>2</issue>
          <fpage>136</fpage>
          <lpage>145</lpage>
          <pub-id pub-id-type="doi">10.1016/j.annemergmed.2019.07.023</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.annemergmed.2019.07.023">https://doi.org/10.1016/j.annemergmed.2019.07.023</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472267">
        <element-citation publication-type="article-journal">
          <label>19</label>
          <article-title>Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital</article-title>
          <source>Appl Clin Inform</source>
          <person-group person-group-type="author">
            <name>
              <surname>Lim</surname>
              <given-names>H.C.</given-names>
            </name>
            <name>
              <surname>Austin</surname>
              <given-names>J.A.</given-names>
            </name>
            <name>
              <surname>van der Vegt</surname>
              <given-names>A.H..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>3</month>
            <year>2022</year>
          </date>
          <volume>13</volume>
          <issue>2</issue>
          <fpage>339</fpage>
          <lpage>354</lpage>
          <pub-id pub-id-type="doi">10.1055/s-0042-1743243</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1055/s-0042-1743243">https://doi.org/10.1055/s-0042-1743243</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472268">
        <element-citation publication-type="article-journal">
          <label>20</label>
          <article-title>Emergency Department Quality Dashboard; a Systematic Review of Performance Indicators, Functionalities, and Challenges</article-title>
          <source>Arch Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Almasi</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Rabiei</surname>
              <given-names>R.</given-names>
            </name>
            <name>
              <surname>Moghaddasi</surname>
              <given-names>H.</given-names>
            </name>
            <name>
              <surname>Vahidi-Asl</surname>
              <given-names>M.</given-names>
            </name>
          </person-group>
          <date>
            <year>2021</year>
          </date>
          <volume>9</volume>
          <issue>1</issue>
          <fpage>e47</fpage>
          <pub-id pub-id-type="doi">10.22037/aaem.v9i1.1230</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.22037/aaem.v9i1.1230">https://doi.org/10.22037/aaem.v9i1.1230</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472269">
        <element-citation publication-type="article-journal">
          <label>21</label>
          <article-title>Delirium in the Emergency Department: Moving From Tool-Based Research to System-Wide Change</article-title>
          <source>J Am Geriatr Soc</source>
          <person-group person-group-type="author">
            <name>
              <surname>Kennedy</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Hwang</surname>
              <given-names>U.</given-names>
            </name>
            <name>
              <surname>Han</surname>
              <given-names>J. H.</given-names>
            </name>
          </person-group>
          <date>
            <month>5</month>
            <year>2020</year>
          </date>
          <volume>68</volume>
          <issue>5</issue>
          <fpage>956</fpage>
          <lpage>958</lpage>
          <pub-id pub-id-type="doi">10.1111/jgs.16437</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.16437">https://doi.org/10.1111/jgs.16437</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472270">
        <element-citation publication-type="article-journal">
          <label>22</label>
          <article-title>Delirium Screening: A Systematic Review of Delirium Screening Tools in Hospitalized Patients</article-title>
          <source>The Gerontologist</source>
          <person-group person-group-type="author">
            <name>
              <surname>De</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Wand</surname>
              <given-names>A.P.F.</given-names>
            </name>
          </person-group>
          <date>
            <year>2015</year>
          </date>
          <volume>55</volume>
          <issue>6</issue>
          <fpage>1079</fpage>
          <lpage>1099</lpage>
          <pub-id pub-id-type="doi">10.1093/geront/gnv100</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/geront/gnv100">https://doi.org/10.1093/geront/gnv100</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472271">
        <element-citation publication-type="article-journal">
          <label>23</label>
          <article-title>Use of the electronic medical record to screen for high-risk geriatric patients in the emergency department</article-title>
          <source>JAMIA Open</source>
          <person-group person-group-type="author">
            <name>
              <surname>Saxena</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Meldon</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Hashmi</surname>
              <given-names>A. Z.</given-names>
            </name>
            <name>
              <surname>Muir</surname>
              <given-names>M.</given-names>
            </name>
            <name>
              <surname>Ruwe</surname>
              <given-names>J.</given-names>
            </name>
          </person-group>
          <date>
            <year>2023</year>
          </date>
          <volume>6</volume>
          <issue>2</issue>
          <pub-id pub-id-type="doi">10.1093/jamiaopen/ooad021</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/jamiaopen/ooad021">https://doi.org/10.1093/jamiaopen/ooad021</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472266">
        <element-citation publication-type="article-journal">
          <label>24</label>
          <article-title>Non-pharmacologic interventions improve comfort and experience among older adults in the Emergency Department</article-title>
          <source>Am J Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Lichen</surname>
              <given-names>I. M.</given-names>
            </name>
            <name>
              <surname>Berning</surname>
              <given-names>M. J.</given-names>
            </name>
            <name>
              <surname>Bower</surname>
              <given-names>S. M..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>1</month>
            <year>2021</year>
          </date>
          <volume>39</volume>
          <fpage>15</fpage>
          <lpage>20</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ajem.2020.04.089</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ajem.2020.04.089">https://doi.org/10.1016/j.ajem.2020.04.089</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472272">
        <element-citation publication-type="article-journal">
          <label>25</label>
          <article-title>Effect of physical and occupational therapy on delirium duration in older emergency department patients who are hospitalized</article-title>
          <source>J Am Coll Emerg Physicians Open</source>
          <person-group person-group-type="author">
            <name>
              <surname>Jordano</surname>
              <given-names>J. O.</given-names>
            </name>
            <name>
              <surname>Vasilevskis</surname>
              <given-names>E. E.</given-names>
            </name>
            <name>
              <surname>Duggan</surname>
              <given-names>M. C..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>2</month>
            <year>2023</year>
          </date>
          <volume>4</volume>
          <issue>1</issue>
          <fpage>e12857</fpage>
          <pub-id pub-id-type="doi">10.1002/emp2.12857</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/emp2.12857">https://doi.org/10.1002/emp2.12857</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472273">
        <element-citation publication-type="article-journal">
          <label>26</label>
          <article-title>A cluster-randomized trial of two implementation strategies to deliver audit and feedback in the EQUIPPED medication safety program</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Vaughan</surname>
              <given-names>C. P.</given-names>
            </name>
            <name>
              <surname>Burningham</surname>
              <given-names>Z.</given-names>
            </name>
            <name>
              <surname>Kelleher</surname>
              <given-names>J. L..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>4</month>
            <year>2023</year>
          </date>
          <volume>30</volume>
          <issue>4</issue>
          <fpage>340</fpage>
          <lpage>348</lpage>
          <pub-id pub-id-type="doi">10.1111/acem.14697</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/acem.14697">https://doi.org/10.1111/acem.14697</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472274">
        <element-citation publication-type="article-journal">
          <label>27</label>
          <article-title>Visual Analytics Dashboard Promises to Improve Hypertension Guideline Implementation</article-title>
          <source>Am J Hypertens</source>
          <person-group person-group-type="author">
            <name>
              <surname>Fadel</surname>
              <given-names>R. A.</given-names>
            </name>
            <name>
              <surname>Ross</surname>
              <given-names>J.</given-names>
            </name>
            <name>
              <surname>Asmar</surname>
              <given-names>T..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <day>27</day>
            <month>10</month>
            <year>2021</year>
          </date>
          <volume>34</volume>
          <issue>10</issue>
          <fpage>1078</fpage>
          <lpage>1082</lpage>
          <pub-id pub-id-type="doi">10.1093/ajh/hpab081</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ajh/hpab081">https://doi.org/10.1093/ajh/hpab081</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472275">
        <element-citation publication-type="article-journal">
          <label>28</label>
          <article-title>A first assessment of the safe brain initiative care bundle for addressing postoperative delirium in the postanesthesia care unit</article-title>
          <source>J Clin Anesth</source>
          <person-group person-group-type="author">
            <name>
              <surname>Meco</surname>
              <given-names>B. C.</given-names>
            </name>
            <name>
              <surname>Jakobsen</surname>
              <given-names>K.</given-names>
            </name>
            <name>
              <surname>De Robertis</surname>
              <given-names>E..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>10</month>
            <year>2024</year>
          </date>
          <volume>97</volume>
          <fpage>111506</fpage>
          <pub-id pub-id-type="doi">10.1016/j.jclinane.2024.111506</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jclinane.2024.111506">https://doi.org/10.1016/j.jclinane.2024.111506</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472276">
        <element-citation publication-type="article-journal">
          <label>29</label>
          <article-title>Delirium detection in the emergency department: A diagnostic accuracy meta-analysis of history, physical examination, laboratory tests, and screening instruments</article-title>
          <source>Acad Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Carpenter</surname>
              <given-names>C. R.</given-names>
            </name>
            <name>
              <surname>Lee</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Kennedy</surname>
              <given-names>M..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>10</month>
            <year>2024</year>
          </date>
          <volume>31</volume>
          <issue>10</issue>
          <fpage>1014</fpage>
          <lpage>1036</lpage>
          <pub-id pub-id-type="doi">10.1111/acem.14935</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/acem.14935">https://doi.org/10.1111/acem.14935</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472277">
        <element-citation publication-type="article-journal">
          <label>30</label>
          <article-title>Examination of geriatric care processes implemented in level 1 and level 2 geriatric emergency departments</article-title>
          <source>J Geriatr Emerg Med</source>
          <person-group person-group-type="author">
            <name>
              <surname>Santangelo</surname>
              <given-names>I.</given-names>
            </name>
            <name>
              <surname>Ahmad</surname>
              <given-names>S.</given-names>
            </name>
            <name>
              <surname>Liu</surname>
              <given-names>S..</given-names>
            </name>
            <etal/>
          </person-group>
          <date>
            <month>16</month>
            <year>2022</year>
          </date>
          <volume>3</volume>
          <issue>4</issue>
          <pub-id pub-id-type="doi">10.17294/2694-4715.1041</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17294/2694-4715.1041">https://doi.org/10.17294/2694-4715.1041</ext-link>
        </element-citation>
      </ref>
      <ref id="ref-472278">
        <element-citation publication-type="article-journal">
          <label>31</label>
          <article-title>Implementation of delirium screening in the emergency department: A qualitative study with early adopters</article-title>
          <source>J Am Geriatr Soc</source>
          <person-group person-group-type="author">
            <name>
              <surname>Chary</surname>
              <given-names>A. N.</given-names>
            </name>
            <name>
              <surname>Bhananker</surname>
              <given-names>A. R.</given-names>
            </name>
            <name>
              <surname>Brickhouse</surname>
              <given-names>E..</given-names>
            </name>
            <etal/>
          </person-group>
          <pub-id pub-id-type="doi">10.1111/jgs.19188</pub-id>
          <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jgs.19188">https://doi.org/10.1111/jgs.19188</ext-link>
        </element-citation>
      </ref>
    </ref-list>
  </back>
</article>
