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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Digit. Health</journal-id>
<journal-title>Frontiers in Digital Health</journal-title><abbrev-journal-title abbrev-type="pubmed">Front. Digit. Health</abbrev-journal-title>
<issn pub-type="epub">2673-253X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fdgth.2022.1063141</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Digital Health</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>It&#x2019;s time to change our documentation philosophy: writing better neurology notes without the burnout</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Rodr&#x00ED;guez-Fern&#x00E1;ndez</surname><given-names>Jorge M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/74576/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Loeb</surname><given-names>Jeffrey A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/455310/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Hier</surname><given-names>Daniel B.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1230804/overview" /></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Department of Neurology</addr-line>, <institution>University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><label><sup>2</sup></label><addr-line>Department of Neurology and Rehabilitation</addr-line>, <institution>University of Illinois at Chicago</institution>, <addr-line>Chicago, IL</addr-line>, <country>United States</country></aff>
<aff id="aff3"><label><sup>3</sup></label><addr-line>Department of Electrical and Computer Engineering</addr-line>, <institution>Missouri University of Science and Technology</institution>, <addr-line>Rolla, MO</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Qingyu Chen, National Center for Biotechnology Information, National Library of Medicine (NIH), United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Tian Kang, Tempus Labs, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Jorge M. Rodr&#x00ED;guez-Fern&#x00E1;ndez <email>jormrodr@utmb.edu</email></corresp>
<fn fn-type="other" id="fn001"><p><bold>Specialty Section:</bold> This article was submitted to Health Informatics, a section of the journal Frontiers in Digital Health</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>28</day><month>11</month><year>2022</year></pub-date>
<pub-date pub-type="collection"><year>2022</year></pub-date>
<volume>4</volume><elocation-id>1063141</elocation-id>
<history>
<date date-type="received"><day>06</day><month>10</month><year>2022</year></date>
<date date-type="accepted"><day>10</day><month>11</month><year>2022</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2022 Rodr&#x00ED;guez-Fern&#x00E1;ndez, Loeb and Hier.</copyright-statement>
<copyright-year>2022</copyright-year><copyright-holder>Rodr&#x00ED;guez-Fern&#x00E1;ndez, Loeb and Hier</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<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 (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Succinct clinical documentation is vital to effective twenty-first-century healthcare. Recent changes in outpatient and inpatient evaluation and management (E/M) guidelines have allowed neurology practices to make changes that reduce the documentation burden and enhance clinical note usability. Despite favorable changes in E/M guidelines, some neurology practices have not moved quickly to change their documentation philosophy. We argue in favor of changes in the design, structure, and implementation of clinical notes that make them shorter yet still information-rich. A move from physician-centric to team documentation can reduce work for physicians. Changing the documentation philosophy from &#x201C;bigger is better&#x201D; to &#x201C;short but sweet&#x201D; can reduce the documentation burden, streamline the writing and reading of clinical notes, and enhance their utility for medical decision-making, patient education, medical education, and clinical research. We believe that these changes can favorably affect physician well-being without adversely affecting reimbursement.</p>
</abstract>
<kwd-group>
<kwd>electronic health records</kwd>
<kwd>documentation burden</kwd>
<kwd>clinician well-being</kwd>
<kwd>evaluation and management coding</kwd>
<kwd>medical decision-making</kwd>
</kwd-group>
<contract-num rid="cn001">UL1TR002003</contract-num>
<contract-sponsor id="cn001">National Center for Advancing Translational Sciences (NCATS), National Institutes of Health</contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="1"/><equation-count count="19"/><ref-count count="45"/><page-count count="0"/><word-count count="0"/></counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>A crisis in physician well-being and the mounting burden of clinical documentation drives the need for neurologists to change their documentation philosophy. Burnout is prevalent among all healthcare professionals (<xref ref-type="bibr" rid="B1">1</xref>) and neurologists in particular (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Documentation is a known contributor to burnout (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). An estimated 40&#x0025; of physician time in the electronic health record (EHR) is devoted to documentation (<xref ref-type="bibr" rid="B6">6</xref>). In 2015, the American College of Physicians (<xref ref-type="bibr" rid="B7">7</xref>) emphasized the importance of writing &#x201C;concise, history-rich notes&#x201D; that prioritize information relevant to medical decision-making (MDM). Responding to physician complaints about the burden of EHR documentation, the AMA Current Procedural Terminology Editorial Panel recommended changes to evaluation and management (E/M) documentation guidelines that would reduce the clerical burden (<xref ref-type="bibr" rid="B8">8</xref>). On January 1, 2021, the Center for Medicare and Medicaid Services (CMS) updated E/M coding guidelines for outpatient visits that would allow physicians to select a billing level based on the time or complexity of MDM and would reduce documentation requirements for the history and physical examination (including the unpopular bullet point requirements). These requirements were seen as both tedious and time-consuming. Furthermore, they were seen as reducing the time available for direct patient care (<xref ref-type="bibr" rid="B6">6</xref>). CMS plans to extend these changes to the inpatient setting (hospital inpatient, hospital observation, emergency department, and cognitive impairment assessment) by January 1, 2023 (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Time-based coding allows physicians to bill for time spent outside the patient visit on the day of evaluation, even if the patient is absent (chart review, documentation, orders, coordinating care, etc.) The complexity of medical decision-making (the main driver of billing level) is determined by the number and complexity of the problems addressed, the risk of complications (morbidity and mortality), and the complexity of the data reviewed. These changes simplify setting the correct level of service for billing purposes. For example, a patient with migraine headaches who is started on single-drug therapy has a low level of MDM; a patient with new-onset seizures who needs adjustments of anti-epileptic medications and imaging has a moderate level of MDM; and a patient with epilepsy and poorly-controlled seizures, a structural brain lesion, and who needs neuroimaging, extended electroencephalographic testing, and a surgical consultation has a high-level of MDM.</p>
<p>Initial studies suggest that these CMS changes will enhance reimbursement for Evaluation and Management (E/M) services (<xref ref-type="bibr" rid="B10">10</xref>) provided by non-surgical specialties but not by surgical specialties (<xref ref-type="bibr" rid="B11">11</xref>). Improvements have not yet been noted in time spent documenting in the EHR (<xref ref-type="bibr" rid="B10">10</xref>). Furthermore, to date, no study has determined that these changes in documentation guidelines have lightened provider documentation burden.</p>
</sec>
<sec id="s2"><title>Why are our notes so bulky?</title>
<p>In the US, the volume of clinical documentation has increased over the past two decades. It is estimated that US clinicians do three times more documentation than clinicians in other medically advanced countries (<xref ref-type="bibr" rid="B12">12</xref>). The are several reasons for the bulkiness of our clinical notes in the US.
<list list-type="simple">
<list-item><label>&#x2022;</label><p>We have been reimbursed more for bulkier notes. Since 1995, the level of service and reimbursement was linked to the number of coding elements (also known as &#x201C;bullet points&#x201D;) documented (<xref ref-type="bibr" rid="B9">9</xref>).</p></list-item>
<list-item><label>&#x2022;</label><p>It&#x2019;s too easy to add bulk. Copy and paste functionality in electronic health records makes it easy to add bulk. Hyperlinks make it possible to add laboratory results, radiology findings, problem lists, medication lists, and other chart elements to a note with a single mouse click. One study of over 26,000 physician notes found that only 18&#x0025; of the text was entered by the physician, 46&#x0025; was copied from elsewhere in the EHR, and 35&#x0025; was imported from other sections of the EHR (<xref ref-type="bibr" rid="B13">13</xref>). Copy and paste may document care that was never rendered or examinations that were never performed (<xref ref-type="bibr" rid="B14">14</xref>).</p></list-item>
<list-item><label>&#x2022;</label><p>We are trained to document negative findings. As Sinsky has observed, we need to move away from the dictum that &#x201C;If it wasn&#x2019;t documented, it wasn&#x2019;t done&#x201D; (<xref ref-type="bibr" rid="B15">15</xref>). Or, as Postal has wondered, do we have the time and energy to document all the negatives or should we stick to the salient positives (<xref ref-type="bibr" rid="B16">16</xref>)?</p></list-item>
<list-item><label>&#x2022;</label><p>We continue to document based on reimbursement and tradition rather than scientific evidence. In their essay subtitled &#x201C;A farewell to the review of systems,&#x201D; Barry and Tseng argue for deleting the traditional review of systems and that documentation should be based on scientific evidence (<xref ref-type="bibr" rid="B17">17</xref>).</p></list-item>
</list></p>
</sec>
<sec id="s3"><title>It is time to change our documentation philosophy</title>
<p>A change in documentation philosophy is needed to slim down bloated notes that are hard to read, hard to write, and often inaccurate (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). Copying and pasting text from one note into another fosters bloat, redundancies, and inaccuracies. When long pre-completed templates are used to document the neurological exam, parts of the neurological examination may be documented as normal when these parts were not examined. These documentation practices open the door to litigation. When test results (imaging, electroencephalography, electromyographic, etc.) are added to clinical notes, they should be addressed, discussed, and made relevant to the MDM.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Suggested changes in documentation philosophy.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Old philosophy</th>
<th valign="top" align="left">New philosophy</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Bigger is better</td>
<td valign="top" align="left">Less is more</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">Short but sweet<inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM1"><mml:msup><mml:mi></mml:mi><mml:mrow><mml:mi mathvariant="normal">a</mml:mi></mml:mrow></mml:msup></mml:math></inline-formula></td>
</tr>
<tr>
<td valign="top" align="left">If it is not documented, it did not happen</td>
<td valign="top" align="left">Avoid excessive documentation of normal findings</td>
</tr>
<tr>
<td valign="top" align="left">Document all pertinent negative findings</td>
<td valign="top" align="left">Focus on abnormal findings</td>
</tr>
<tr>
<td valign="top" align="left">Import labs, radiology, allergies, medications, family history, and social history into every note</td>
<td valign="top" align="left">Maintain histories in one up to date central location</td>
</tr>
<tr>
<td valign="top" align="left">Longer notes with more bullet points are reimbursed at higher levels</td>
<td valign="top" align="left">Reimbursement is focused on medical decision-making</td>
</tr>
<tr>
<td valign="top" align="left">Documentation is the responsibility of the physician</td>
<td valign="top" align="left">Documentation is a team responsibility</td>
</tr>
<tr>
<td valign="top" align="left">Each physician is free to document as they please</td>
<td valign="top" align="left">Let&#x2019;s agree on a uniform approach to documentation</td>
</tr>
<tr>
<td valign="top" align="left">Patients will not read our notes</td>
<td valign="top" align="left">Patients can benefit from reading our notes</td>
</tr>
<tr>
<td valign="top" align="left">Notes are for patient care</td>
<td valign="top" align="left">Notes can be used for research and patient care</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p><inline-formula><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="IM2"><mml:msup><mml:mi></mml:mi><mml:mrow><mml:mi mathvariant="normal">a</mml:mi></mml:mrow></mml:msup></mml:math></inline-formula>Especially in neurology where the history of the event and quantitation of symptoms is often more important to make the diagnosis than MRI imaging and other testing. A detailed, chronological description of symptoms is critical to diagnostic accuracy in neurology.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Documentation needs to be clear, accurate, and concise. The emphasis should be on optimal patient care, not maximizing the billable level of care. Neurology departments need to discourage clinicians from the redundant documentation of information. We argue that certain types of medical data (e.g., social history, past medical history, allergies, surgical history, medication lists, laboratory results, and radiology results) are best housed in a central location in the EHR and should not be added to a note unless relevant to MDM. Clinicians need to be trained to document allergies, medications, past medical history, and social history in the appropriate place in the EHR and not redundantly in each note. This practice has multiple advantages: it allows patient care team members to share the work of documentation, it reduces duplicate work, and it reduces multiple and inconsistent versions of the same data.</p>
</sec>
<sec id="s4"><title>We can build consistency and accuracy of documentation through standardized notes with quantitative longitudinal measures</title>
<p>Notes that have a consistent structure across the organization make notes easier to read and more predictable. Having a single consolidated note template for each department or subspeciality facilitates note maintenance. Detailed documentation of the history or the condition needed by a subspecialist can be collapsed in the EHR or linked elsewhere to not overwhelm the generalist user. In addition to text, developing innovative ways to visualize changes quantitatively in symptoms over time and their response to treatments can enhance the clinician&#x2019;s perspective on the disease course. An additional benefit of a single template is the option of providing organizational updates or reminders to all template users.</p>
<p>The general SOAP (subjective-objective-assessment-plan) format has been well accepted. With the growing emphasis on MDM, the APSO (assessment-and-subjective-objective) format has grown in popularity. We additionally recommend the following:
<list list-type="bullet">
<list-item><label>&#x2022;</label><p>Create an institutional culture that values concise information-rich notes.</p></list-item>
<list-item><label>&#x2022;</label><p>Encourage clinicians to use collapsible sections in their notes to prioritize which sections are visible.</p></list-item>
<list-item><label>&#x2022;</label><p>Standardize the adoption of the SOAP or APSO note format at the organizational level.</p></list-item>
<list-item><label>&#x2022;</label><p>Encourage providers to document pertinent negative and positive findings through direct entry into the EHR rather than by template or copy and paste.</p></list-item>
<list-item><label>&#x2022;</label><p>Discourage providers from using hyperlinks in the EHR to add laboratory and ancillary testing results to notes with unnecessary redundancy when not relevant to MDM.</p></list-item>
<list-item><label>&#x2022;</label><p>Encourage providers to focus on adding those findings to notes that are pertinent to medical decision-making.</p></list-item>
<list-item><label>&#x2022;</label><p>Implement &#x201C;vanishing text&#x201D; that allows clinicians to view findings in their notes to support note creation and have it deleted when the note is finalized.</p></list-item>
<list-item><label>&#x2022;</label><p>Discourage the use of pre-completed examination templates with all findings marked as &#x201C;normal.&#x201D;</p></list-item>
<list-item><label>&#x2022;</label><p>If radiology or other reports are incorporated into a note, encourage the insertion of the &#x201C;Impression&#x201D; paragraph only.</p></list-item>
<list-item><label>&#x2022;</label><p>Look for help from the facility informatics department to create space-saving ways to represent bulky laboratory results as &#x201C;fish bones&#x201D; and other laboratory diagrams.</p></list-item>
<list-item><label>&#x2022;</label><p>Use hyperlinks, rather than text insertion, to connect notes to discrete data such as advanced directives or resuscitation status.</p></list-item>
<list-item><label>&#x2022;</label><p>Develop and implement policies that control copy and paste functionality, including highlighting of text that has been pasted into the note (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B18">18</xref>).</p></list-item>
<list-item><label>&#x2022;</label><p>Use EHR metrics such as <italic>note length</italic>, <italic>time in chart</italic>, etc., to track changes in documentation practices by clinicians.</p></list-item>
</list></p>
</sec>
<sec id="s5"><title>Let&#x2019;s engage providers and leadership in positive changes</title>
<p>The implementation of these recommendations depends upon proper organizational support. The engagement of key stakeholders, including departmental leadership, compliance officers, billing, coders, clinicians, and clinical informaticians, is critical. Principles and objectives for documentation change must be developed, agreed upon, and implemented. Documentation metrics are crucial to evaluating project success. Key documentation metrics include clinician time in the EHR, clinician time spent documenting outside of regular work hours, and time spent writing notes (<xref ref-type="bibr" rid="B19">19</xref>). We additionally suggest tracking mean note length over time. These metrics can demonstrate project success tangibly to leadership and clinicians.</p>
<p>The use of sprints or PDSA (plan-do-study-act) cycles can address implementation barriers before and after project roll-out. Departmental support is critical to assisting physicians in adjusting to new documentation methods. Iterative sprints and cycles are recommended to foster change. Although some documentation changes are driven by CMS, other regulatory agencies might have specific documentation requirements that require compliance, such as quality measures related to stroke (<xref ref-type="bibr" rid="B20">20</xref>). Interdisciplinary teams tasked with documentation change must address documentation compliance issues for each sub-specialty.</p>
</sec>
<sec id="s6"><title>Let&#x2019;s get ready for OpenNotes</title>
<p>OpenNotes is coming. Federal legislation under the 21st Century Cures Act provides patients access to notes without delay and charge by April 5, 2021 (<xref ref-type="bibr" rid="B21">21</xref>). The OpenNotes initiative seeks to provide patients with access to their medical records (<xref ref-type="bibr" rid="B22">22</xref>) to improve their understanding of their condition and give patients more control of their treatment plan. Open communication with the patient during the visit combined with succinct understandable notes supports co-ownership of medical problems by patient and clinician (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). Long-term outcomes from the OpenNotes initiative on patient satisfaction and patient condition are still being evaluated.</p>
<p>As neurologists, we must recognize that patients will be reading our notes. For some sensitive conditions, this may be problematic. For example, in neurology, we often evaluate patients with functional disorders who have a limited understanding of the causes and nature of their condition. Neurologists must be open and should provide transparent communication with the patient at the time of evaluation and while creating their notes. Patients with functional disorders may find terms such as &#x201C;non-physiological&#x201D; or &#x201C;no neurological correlate&#x201D; confusing. These patients deserve a clear explanation of their symptoms in the office and in our notes (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>) Lastly, concerns on disclosure and result interpretation of sensitive testing for diseases such as Alzheimer&#x2019;s disease have been raised, and efforts to develop ethical and patient-centered policies for disclosure are needed (<xref ref-type="bibr" rid="B31">31</xref>).</p>
</sec>
<sec id="s7"><title>Let&#x2019;s embrace team-based documentation</title>
<p>The goal of team-based documentation is to offload some of the documentation work from the physician to other team members. Team-based documentation may variably involve scribes, nurses, pharmacists, medical assistants, or artificial intelligence-based dictation devices (<xref ref-type="bibr" rid="B32">32</xref>). Some team-based care models distribute specific documentation tasks such as recording allergies, documenting past medical history, and reconciling medication to specific team members (<xref ref-type="bibr" rid="B33">33</xref>). When these tasks are done before the initial interaction between patient and clinician, clinician time and effort are conserved. Other team-based documentation models use scribes to free up clinician time at the point of patient contact (<xref ref-type="bibr" rid="B32">32</xref>).</p>
</sec>
<sec id="s8"><title>We can flex our documentation to support education</title>
<p>Clinical documentation is central to the education of medical students, residents, and fellows (<xref ref-type="bibr" rid="B34">34</xref>). Although uniformity in documentation templates and methods is a stated goal, it is important to flex documentation expectations according to the level of training. Although it is reasonable to expect a medical student to document their neurological examination and history in great detail, the same is not true for an advanced fellow or experienced attending neurologist. While longer notes are de rigeur for medical students, we expect experienced clinicians to write concise notes with few notations about normal findings. Still, we should encourage medical students to focus on succinct formulations of the neurological examination and history. Academic institutions can take advantage of current E/M guideline changes to encourage trainees to document concisely, to prioritize MDM, and to avoid adding uninformative &#x201C;bullet points&#x201D; (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Documentation metrics can guide trainees and their mentors to adopt the best documentation strategies.</p>
</sec>
<sec id="s9"><title>Clinical notes can support research</title>
<p>Although the primary purpose of physician notes in the EHR is to document care rendered, to support the billing for services provided, and to serve as a medical-legal record; electronic health records and free text physician notes have shown great potential for clinical research (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). For example, EHRs are being used to track disease severity, and progression in cohorts of patients with amyotrophic lateral sclerosis and multiple sclerosis (<xref ref-type="bibr" rid="B40">40</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>). Natural language processing and other artificial intelligence algorithms are unlocking latent value in EHRs. Unlike skimpy information-poor notes or bloated information-poor notes, concise information-rich clinical notes can be of great value for clinical research.</p>
</sec>
<sec id="s10" sec-type="conclusions"><title>Conclusion</title>
<p>For over two decades, our clinical notes have grown too long. They are a significant burden and contribute to physician burnout. This Perspective describes recommendations to simplify documentation that can be implemented because of changes in CMS guidelines for evaluation and management coding and billing. We argue that it is time to rethink our documentation to enhance communication, improve patient care, and reduce physician burnout. Although more work is needed to find optimal strategies to reduce the documentation burden, it is not too early to start creating notes that are easy to write and read yet are still information-rich. Bulky notes waste the time of the writer and the reader alike. Evidence is growing that when concerted efforts are made to simplify documentation, physician satisfaction with the EHR improves, and burnout is reduced (<xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>).</p>
</sec>
</body>
<back>
<sec id="s11" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s12"><title>Author contributions</title>
<p>Initial concept by JMRF and DBH. Concept elaboration by DBH, JAL, and JMRF. Initial draft by JMRF. Revisions and rewriting by JMRF, JAL, and DBH. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s13" sec-type="funding-information"><title>Funding</title>
<p>JAL was supported in part by the National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, through Grant Award Number UL1TR002003 (JAL). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.</p>
</sec>
<sec id="s14" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s15" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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