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<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article" dtd-version="2.0">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMIR</journal-id>
      <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
      <journal-title>Journal of Medical Internet Research</journal-title>
      <issn pub-type="epub">1438-8871</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v23i5e27531</article-id>
      <article-id pub-id-type="pmid">33843592</article-id>
      <article-id pub-id-type="doi">10.2196/27531</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Impact of Asynchronous Electronic Communication–Based Visits on Clinical Outcomes and Health Care Delivery: Systematic Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Eysenbach</surname>
            <given-names>Gunther</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>McInnes</surname>
            <given-names>Keith</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Everett</surname>
            <given-names>Wendy</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Nguyen</surname>
            <given-names>Oliver T</given-names>
          </name>
          <degrees>BS</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-2852-7106</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Alishahi Tabriz</surname>
            <given-names>Amir</given-names>
          </name>
          <degrees>MD, MPH, PhD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-6273-9105</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Huo</surname>
            <given-names>Jinhai</given-names>
          </name>
          <degrees>MD, MSPH, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-5477-9756</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Hanna</surname>
            <given-names>Karim</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff5" ref-type="aff">5</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-2194-8875</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Shea</surname>
            <given-names>Christopher M</given-names>
          </name>
          <degrees>MA, MPA, PhD</degrees>
          <xref rid="aff6" ref-type="aff">6</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7437-7607</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Turner</surname>
            <given-names>Kea</given-names>
          </name>
          <degrees>MPH, MA, PhD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <address>
            <institution>Department of Health Outcomes and Behavior</institution>
            <institution>Moffitt Cancer Center</institution>
            <addr-line>12902 USF Magnolia Drive, MRC-CANCONT</addr-line>
            <addr-line>Tampa, FL, 33612</addr-line>
            <country>United States</country>
            <fax>1 (813) 745  6525</fax>
            <phone>1 (813) 745 5213</phone>
            <email>kea.turner@moffitt.org</email>
          </address>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7885-0879</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Health Outcomes and Biomedical Informatics</institution>
        <institution>University of Florida</institution>
        <addr-line>Gainesville, FL</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Department of Health Services Administration</institution>
        <institution>University of Alabama at Birmingham</institution>
        <addr-line>Birmingham, AL</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Department of Health Outcomes and Behavior</institution>
        <institution>Moffitt Cancer Center</institution>
        <addr-line>Tampa, FL</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Department of Oncological Sciences</institution>
        <institution>University of South Florida</institution>
        <addr-line>Tampa, FL</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff5">
        <label>5</label>
        <institution>Department of Family Medicine</institution>
        <institution>Morsani College of Medicine</institution>
        <institution>University of South Florida</institution>
        <addr-line>Tampa, FL</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff6">
        <label>6</label>
        <institution>Department of Health Policy and Management</institution>
        <institution>University of North Carolina at Chapel Hill</institution>
        <addr-line>Chapel Hill, NC</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Kea Turner <email>kea.turner@moffitt.org</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <month>5</month>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>5</day>
        <month>5</month>
        <year>2021</year>
      </pub-date>
      <volume>23</volume>
      <issue>5</issue>
      <elocation-id>e27531</elocation-id>
      <history>
        <date date-type="received">
          <day>27</day>
          <month>1</month>
          <year>2021</year>
        </date>
        <date date-type="rev-request">
          <day>16</day>
          <month>2</month>
          <year>2021</year>
        </date>
        <date date-type="rev-recd">
          <day>2</day>
          <month>3</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>11</day>
          <month>4</month>
          <year>2021</year>
        </date>
      </history>
      <copyright-statement>©Oliver T Nguyen, Amir Alishahi Tabriz, Jinhai Huo, Karim Hanna, Christopher M Shea, Kea Turner. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 05.05.2021.</copyright-statement>
      <copyright-year>2021</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://www.jmir.org/2021/5/e27531" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Electronic visits (e-visits) involve asynchronous communication between clinicians and patients through a secure web-based platform, such as a patient portal, to elicit symptoms and determine a diagnosis and treatment plan. E-visits are now reimbursable through Medicare due to the COVID-19 pandemic. The state of evidence regarding e-visits, such as the impact on clinical outcomes and health care delivery, is unclear.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>To address this gap, we examine how e-visits have impacted clinical outcomes and health care quality, access, utilization, and costs.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>We conducted a systematic review; MEDLINE, Embase, and Web of Science were searched from January 2000 through October 2020 for peer-reviewed studies that assessed e-visits’ impacts on clinical and health care delivery outcomes.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>Out of 1859 papers, 19 met the inclusion criteria. E-visit usage was associated with improved or comparable clinical outcomes, especially for chronic disease management (eg, diabetes care, blood pressure management). The impact on quality of care varied across conditions. Quality of care was equivalent or better for chronic conditions, but variable quality was observed in infection management (eg, appropriate antibiotic prescribing). Similarly, the impact on health care utilization varied across conditions (eg, lower utilization for dermatology but mixed impact in primary care). Health care costs were lower for e-visits than those for in-person visits for a wide range of conditions (eg, dermatology and acute visits). No studies examined the impact of e-visits on health care access. It is difficult to draw firm conclusions about effectiveness or impact on care delivery from the studies that were included because many used observational designs.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Overall, the evidence suggests e-visits may provide clinical outcomes that are comparable to those provided by in-person care and reduce health care costs for certain health care conditions. At the same time, there is mixed evidence on health care quality, especially regarding infection management (eg, sinusitis, urinary tract infections, conjunctivitis). Further studies are needed to test implementation strategies that might improve delivery (eg, clinical decision support for antibiotic prescribing) and to assess which conditions can be managed via e-visits.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>telemedicine</kwd>
        <kwd>telehealth</kwd>
        <kwd>e-visits</kwd>
        <kwd>electronic visits</kwd>
        <kwd>digital care</kwd>
        <kwd>outcome</kwd>
        <kwd>delivery</kwd>
        <kwd>review</kwd>
        <kwd>access</kwd>
        <kwd>utilization</kwd>
        <kwd>cost</kwd>
        <kwd>patient portal</kwd>
        <kwd>eHealth</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>Telemedicine—or the delivery of health care at a distance—can improve health care access and quality while reducing health care utilization and costs [<xref ref-type="bibr" rid="ref1">1</xref>]. For instance, telemedicine can improve access to specialists for patients in rural areas or in underresourced care settings by increasing the convenience and availability of health care (eg, extended hours, decreased wait times) [<xref ref-type="bibr" rid="ref2">2</xref>-<xref ref-type="bibr" rid="ref4">4</xref>]. Studies have also demonstrated that telemedicine may achieve comparable clinical outcomes to in-person care across a variety of conditions, such as stroke care [<xref ref-type="bibr" rid="ref5">5</xref>], heart failure [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref7">7</xref>], hepatitis C [<xref ref-type="bibr" rid="ref8">8</xref>], and diabetes [<xref ref-type="bibr" rid="ref8">8</xref>]. Telemedicine can also reduce the utilization of in-person care and reduce health care costs [<xref ref-type="bibr" rid="ref3">3</xref>,<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref9">9</xref>]. Furthermore, some telemedicine types have demonstrated cost-effectiveness [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>]. Studies have shown that the impact of telemedicine on health care delivery and patient outcomes varies across telemedicine types. Some forms of telemedicine, such as telestroke [<xref ref-type="bibr" rid="ref12">12</xref>-<xref ref-type="bibr" rid="ref14">14</xref>], have a strong evidence base while other forms of telemedicine, such as electronic visits (e-visits), are understudied.</p>
      <p>E-visits involve asynchronous communication between clinicians and patients through a secure web-based platform, such as a patient portal. Generally, patients answer questions about their medical history and symptoms through a structured questionnaire and upload photos (if relevant). The data are then reviewed by a clinician, who develops a diagnosis and treatment plan. Although e-visits often involve clinicians who the patient is familiar with, they can also involve a third-party clinician through direct-to-consumer telemedicine. E-visits offer notable benefits, such as allowing patients and clinicians to communicate at a convenient time (ie, eliminating scheduling barriers) and improving documentation of patient-clinician communication (eg, patients can review clinician’s instructions) [<xref ref-type="bibr" rid="ref15">15</xref>,<xref ref-type="bibr" rid="ref16">16</xref>]. However, e-visits have a number of implementation barriers, such as those regarding workflow integration (eg, having dedicated clinician time to respond to messages) [<xref ref-type="bibr" rid="ref16">16</xref>-<xref ref-type="bibr" rid="ref18">18</xref>], those regarding lack of reimbursement [<xref ref-type="bibr" rid="ref15">15</xref>,<xref ref-type="bibr" rid="ref16">16</xref>,<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref20">20</xref>], and concerns about the quality of communication from patients (eg, failing to submit sufficient information for diagnosis) [<xref ref-type="bibr" rid="ref21">21</xref>]. Health care organizations have also raised concerns about the quality of care provided through e-visits, such as the potential for inappropriate antibiotic prescribing and difficulties with providing care without being able to see the patient face-to-face [<xref ref-type="bibr" rid="ref22">22</xref>-<xref ref-type="bibr" rid="ref29">29</xref>]. Despite these challenges, studies have reported positive effects of e-visits on health care delivery, such as lower costs [<xref ref-type="bibr" rid="ref24">24</xref>], comparable follow-up rates to those of in-person care (ie, a proxy for diagnostic accuracy) [<xref ref-type="bibr" rid="ref30">30</xref>], and comparable or improved patient outcomes (eg, lower uric acid level for patients with gout) [<xref ref-type="bibr" rid="ref31">31</xref>].</p>
      <p>Because of COVID-19, e-visits are being implemented more frequently and are now reimbursable by Medicare and other payers in the United States [<xref ref-type="bibr" rid="ref32">32</xref>,<xref ref-type="bibr" rid="ref33">33</xref>]. As the nation moves forward in telemedicine implementation and health care systems decide whether to integrate telemedicine into future care delivery, it is critical to determine the costs and benefits of telemedicine models, such as e-visits. To date, a systematic review has not been conducted to assess the state of the evidence regarding e-visits. To address this gap, the objective of this review is to summarize the findings of studies examining the association of e-visits with clinical outcomes, quality of care, access to care, utilization, and costs.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <p>We conducted a systematic review based on PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analysis) guidelines [<xref ref-type="bibr" rid="ref34">34</xref>].</p>
      <sec>
        <title>Data Sources and Searches</title>
        <p>MEDLINE, Embase, and Web of Science were searched to locate peer-reviewed studies published from January 2000 through October 2020. The start date for the search was chosen because electronic visits were developed recently, and the authors did not anticipate any studies published prior to 2000 (when web-based, patient portal studies emerged). A preliminary search was done to confirm this. Studies were limited to those in the United States as systemic factors, such as reimbursement, may influence the results. All reference lists for included studies were cross-searched. Duplicate studies were removed. <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref> lists the search terms used for this search after consultation with a health sciences librarian at the University of Florida.</p>
      </sec>
      <sec>
        <title>Study Selection</title>
        <p>Two reviewers (KT, OTN) independently screened papers identified from the search strategy, and assessed each for inclusion eligibility using a spreadsheet (Excel 2013, Microsoft Inc). Any discrepancy encountered was discussed until a consensus was reached.</p>
        <p>E-visits were defined as any asynchronous electronic visit where a clinician assesses a patient’s health status, makes a diagnosis, and develops a treatment plan via a secure messaging system (eg, patient portal) [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref35">35</xref>]. This definition was based on how recent studies have defined e-visits [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref35">35</xref>]. Studies that defined an e-visit differently were excluded (eg, defines e-visit as real-time, 2-way communication). Studies were included that reported on the impact of e-visits on clinical outcomes, health care quality, access, utilization or costs. Included studies also had to be written in English, empirical (ie, reporting original research), quantitative, and peer reviewed.</p>
      </sec>
      <sec>
        <title>Data Extraction and Quality Assessment</title>
        <p>For each included study, 2 investigators (KT, OTN) noted study design, outcome measurements, care setting, medical conditions studied, sample size, and major findings. Since most of the studies included were observational, the authors used the Risk of Bias Assessment Tool for Nonrandomized Studies to assess criteria specific to observational studies [<xref ref-type="bibr" rid="ref36">36</xref>]. A <italic>P</italic>-value &#60;.05 was considered significant.</p>
      </sec>
      <sec>
        <title>Data Synthesis and Analysis</title>
        <p>Due to the heterogeneity of outcome measures used in our included studies, it was infeasible to conduct a meta-analysis. Consequently, findings were qualitatively grouped by outcome type (eg, clinical outcomes, costs).</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>After reviewing 1859 studies, a total of 19 studies met our inclusion criteria. <xref rid="figure1" ref-type="fig">Figure 1</xref> shows our study selection process.</p>
      <fig id="figure1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>PRISMA [<xref ref-type="bibr" rid="ref34">34</xref>] flowchart.</p>
        </caption>
        <graphic xlink:href="jmir_v23i5e27531_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <sec>
        <title>Study Characteristics</title>
        <p>Most studies assessed clinical outcomes, quality of care, health care utilization, and costs. None reported access outcomes. Most studies were observational in design, with one study using a randomized experimental design, another study using a case study design, and another 2 studies employing quasi-experimental designs. Sixteen studies used cross-sectional or pooled cross-sectional data. Three studies used a panel design. <xref ref-type="table" rid="table1">Table 1</xref> summarizes the study characteristics of included studies, and <xref ref-type="table" rid="table2">Table 2</xref> summarizes findings with respect to clinical outcomes, quality of care, access to care, health care utilization, and costs.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Study characteristics.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="150"/>
            <col width="150"/>
            <col width="150"/>
            <col width="150"/>
            <col width="320"/>
            <col width="80"/>
            <thead>
              <tr valign="top">
                <td>Citation</td>
                <td>Types of health system measure</td>
                <td>Entity provisioning e-visits</td>
                <td>Care setting</td>
                <td>Medical conditions treated</td>
                <td>Sample size, n</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Adamson et al [<xref ref-type="bibr" rid="ref19">19</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Sinusitis, depression, back pain, cough, anxiety, hypertension, abdominal pain, headache, urinary tract infections, influenza, allergic rhinitis, dermatitis, attention-deficit/hyperactive disorder, gastroesophageal reflux disease, vaginitis, upper respiratory infection, insomnia, asthma, contraception, hyperlipidemia</td>
                <td>2531</td>
              </tr>
              <tr valign="top">
                <td>Rohrer et al [<xref ref-type="bibr" rid="ref37">37</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic</td>
                <td>Conjunctivitis, sore throat, viral illness, bronchitis, cough</td>
                <td>390</td>
              </tr>
              <tr valign="top">
                <td>Watson et al [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>Clinical outcomes</td>
                <td>Health care organization</td>
                <td>Outpatient clinic</td>
                <td>Acne</td>
                <td>121</td>
              </tr>
              <tr valign="top">
                <td>Albert et al [<xref ref-type="bibr" rid="ref39">39</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Blood pressure management, fractures, diabetes management, skin conditions, prostatitis, pain, sleep issues, vomiting, mononucleosis, hemorrhoids, cold symptoms</td>
                <td>121</td>
              </tr>
              <tr valign="top">
                <td>Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                <td>Quality of care, costs, utilization</td>
                <td>Insurer</td>
                <td>N/A<sup>a</sup></td>
                <td>Acute sinusitis, chronic sinusitis, urinary tract infections, conjunctivitis, viral upper respiratory infection, lower genitourinary system infection, yeast infection, otolaryngology diseases, acne, allergic rhinitis, acute bronchitis</td>
                <td>Reported as more than 40,000</td>
              </tr>
              <tr valign="top">
                <td>Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>]</td>
                <td>Quality of care, costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Sinusitis, urinary tract infections</td>
                <td>574</td>
              </tr>
              <tr valign="top">
                <td>North et al [<xref ref-type="bibr" rid="ref41">41</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>No specific conditions studied, but e-visit content mentioning chest pain and respiratory complications were monitored</td>
                <td>892</td>
              </tr>
              <tr valign="top">
                <td>Heyworth et al [<xref ref-type="bibr" rid="ref42">42</xref>]</td>
                <td>Quality of care</td>
                <td>Health care organization</td>
                <td>Inpatient, Veterans Affairs</td>
                <td>Diabetes, hypertension, hyperlipidemia, heart disease, prior history of myocardial infarction or stroke</td>
                <td>51</td>
              </tr>
              <tr valign="top">
                <td>Pathipati et al [<xref ref-type="bibr" rid="ref43">43</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Rash, acne, other unspecified dermatological conditions</td>
                <td>38</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Clinical outcomes, quality of care</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Diabetes, anticoagulation management</td>
                <td>36</td>
              </tr>
              <tr valign="top">
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Clinical outcomes, costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Hypertension</td>
                <td>1786</td>
              </tr>
              <tr valign="top">
                <td>Penza et al [<xref ref-type="bibr" rid="ref46">46</xref>]</td>
                <td>Quality of care, costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Conjunctivitis</td>
                <td>505</td>
              </tr>
              <tr valign="top">
                <td>Penza et al [<xref ref-type="bibr" rid="ref47">47</xref>]</td>
                <td>Clinical outcomes, costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Allergies, upper respiratory infection, cold sores, influenza, lice, conjunctivitis, sinusitis, sore throat, sunburn, tick exposure, urinary tract infections, yeast infection</td>
                <td>1009</td>
              </tr>
              <tr valign="top">
                <td>Player et al [<xref ref-type="bibr" rid="ref48">48</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Athlete’s foot, allergic skin reaction, eczema, cold sore, shingles rash, marine animal string, jock itch, nosebleed, poison ivy, rash, red eye, ringworm, scabies, hemorrhoids, sunburn, back pain, gout, heartburn, seasonal allergies, travel precaution, prescription refills, sexually transmitted infections, diarrhea, influenza, sinus problems, urinary problems, vaginal irritation or discharge</td>
                <td>1565</td>
              </tr>
              <tr valign="top">
                <td>Rajda et al [<xref ref-type="bibr" rid="ref49">49</xref>]</td>
                <td>Costs, utilization</td>
                <td>Direct-to-consumer company</td>
                <td>N/A</td>
                <td>Acne vulgaris, atopic dermatitis, onychomycosis, psoriasis vulgaris, rosacea</td>
                <td>395</td>
              </tr>
              <tr valign="top">
                <td>Hertzog et al [<xref ref-type="bibr" rid="ref30">30</xref>]</td>
                <td>Costs, utilization</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Yeast infection, acne, allergic rhinitis, urinary tract infections, upper respiratory infection, conjunctivitis, oral sores, irritable bowel syndrome, tobacco cessation</td>
                <td>2691</td>
              </tr>
              <tr valign="top">
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>]</td>
                <td>Clinical outcomes, quality of care</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Urinary tract infections</td>
                <td>300</td>
              </tr>
              <tr valign="top">
                <td>Penza et al [<xref ref-type="bibr" rid="ref51">51</xref>]</td>
                <td>Clinical outcomes, quality of care</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Acute sinusitis</td>
                <td>300</td>
              </tr>
              <tr valign="top">
                <td>Yokose et al [<xref ref-type="bibr" rid="ref31">31</xref>]</td>
                <td>Quality of care</td>
                <td>Health care organization</td>
                <td>Outpatient clinic, academic medical center</td>
                <td>Gout</td>
                <td>124</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>N/A: not applicable.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Effects of asynchronous e-visits on clinical outcomes, quality, utilization, and costs.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="200"/>
            <col width="270"/>
            <col width="500"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Outcome type and citations</td>
                <td>Specific measures</td>
                <td>Impact</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="2">
                  <bold>Clinical outcomes</bold>
                </td>
                <td>
                  <break/>
                </td>
                <td>
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td rowspan="13">
                  <break/>
                </td>
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Abnormal international normalized ratio</td>
                <td>E-visits were associated with lower abnormal international normalized ratios than in-person visits (<italic>P</italic>&#60;.05).</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>HbA<sub>1c</sub><sup>a</sup></td>
                <td>E-visits were associated with lower HbA<sub>1c</sub> values than in-person visits (<italic>P</italic>&#60;.001).</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients with controlled blood pressure</td>
                <td>Compared to the preimplementation period, more diabetic patients were observed with controlled blood pressure in the postimplementation period (<italic>P</italic>&#60;.001).</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients with HbA<sub>1c</sub> levels of less than 8%</td>
                <td>Compared to the preimplementation period, more diabetic patients with HbA<sub>1c</sub> levels of less than 8% were observed in the postimplementation period (<italic>P</italic>&#60;.0001).</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients with HbA<sub>1c</sub> levels of less than 7%</td>
                <td>Compared to the preimplementation period, more diabetic patients with HbA<sub>1c</sub> levels of less than 7% were observed in the postimplementation period (<italic>P</italic>&#60;.001).</td>
              </tr>
              <tr valign="top">
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Systolic blood pressure</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Watson et al [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>Total inflammatory lesion counts</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Watson et al [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>Frontal inflammatory lesion counts</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Watson et al [<xref ref-type="bibr" rid="ref38">38</xref>]</td>
                <td>Leeds score</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Penza et al [<xref ref-type="bibr" rid="ref47">47</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]</td>
                <td>Mortality rate</td>
                <td>Penza et al reported only descriptive statistics in both studies, so it is unclear if there are differences in mortality rates between e-visits and in-person visits.</td>
              </tr>
              <tr valign="top">
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>]; Penza et al [<xref ref-type="bibr" rid="ref51">51</xref>]</td>
                <td>Hospitalizations</td>
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>] and Penza et al [<xref ref-type="bibr" rid="ref51">51</xref>] reported only descriptive statistics, so it is unclear if there are differences in the number of related hospitalizations between e-visits and in-person visits.</td>
              </tr>
              <tr valign="top">
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>]</td>
                <td>Antibiotic retreatment rate</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Yokose et al [<xref ref-type="bibr" rid="ref31">31</xref>]</td>
                <td>Proportion of patients serum urate levels of less than 6.0 mg/dL</td>
                <td>E-visits had greater proportions of patients with optimal control of serum urate levels when compared to in-person visits (<italic>P</italic>&#60;.01).</td>
              </tr>
              <tr valign="top">
                <td colspan="2">
                  <bold>Quality of care</bold>
                </td>
                <td>
                  <break/>
                </td>
                <td>
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td rowspan="8">
                  <break/>
                </td>
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients receiving aspirin, if clinically indicated</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients receiving moderate-intensity statins</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Hawes et al [<xref ref-type="bibr" rid="ref44">44</xref>]</td>
                <td>Amount of diabetic patients receiving high-intensity statins</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>Heyworth et al [<xref ref-type="bibr" rid="ref42">42</xref>]</td>
                <td>Medication discrepancy discovery rate</td>
                <td>It is unclear what the impact is on the rate of discovering medication discrepancies as no <italic>P</italic> value was reported.</td>
              </tr>
              <tr valign="top">
                <td>Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>]</td>
                <td>Order rate of diagnostic test</td>
                <td>E-visits had a lower order rate of diagnostic tests when compared to in-person visits (<italic>P</italic>&#60;.001).</td>
              </tr>
              <tr valign="top">
                <td>Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>]</td>
                <td>Order rate of preventive care services</td>
                <td>E-visits had a lower order rate of preventive care services when compared to in-person visits (<italic>P</italic>&#60;.01).</td>
              </tr>
              <tr valign="top">
                <td>Yokose et al [<xref ref-type="bibr" rid="ref31">31</xref>]</td>
                <td>Rate that serum urate levels were checked</td>
                <td>E-visits had more frequent checks of serum urate levels when compared to in-person visits (<italic>P</italic>&#60;.05).</td>
              </tr>
              <tr valign="top">
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>]; Penza et al [<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref51">51</xref>]; Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>]; Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>]</td>
                <td>Antibiotic prescribing rate</td>
                <td>Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>] reported that the rate of prescribing antibiotics was higher during e-visits than in-person visits for sinusitis (<italic>P</italic>&#60;.001) but not for e-visits for urinary tract infections. However, Penza et al [<xref ref-type="bibr" rid="ref46">46</xref>] and Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>] saw equivalent outcomes. Penza et al [<xref ref-type="bibr" rid="ref51">51</xref>] reported e-visits had lower antibiotic prescribing rates than in-person visits (<italic>P</italic>&#60;.001).<break/>Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>] also investigated the association but did not report a <italic>P</italic> value, so the impact on antibiotic prescribing rate is unclear.</td>
              </tr>
              <tr valign="top">
                <td colspan="2">
                  <bold>Health care utilization</bold>
                </td>
                <td>
                  <break/>
                </td>
                <td>
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Overall primary care visit utilization</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Overall specialist visit utilization</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Overall emergency department utilization</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Levine et al [<xref ref-type="bibr" rid="ref45">45</xref>]</td>
                <td>Overall inpatient admissions</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rajda et al [<xref ref-type="bibr" rid="ref49">49</xref>]</td>
                <td>Number of specialist procedures done 60- and 90-days after initial consultation</td>
                <td>E-visits were associated with a lower number of specialist procedures performed 60 and 90 days after an initial consultation when compared to in-person visits (<italic>P</italic>&#60;.01)</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Murray et al [<xref ref-type="bibr" rid="ref50">50</xref>]; Penza et al [<xref ref-type="bibr" rid="ref51">51</xref>]</td>
                <td>30-day follow-up rate (planned and unplanned)</td>
                <td>Equivalent outcomes</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Penza et al [<xref ref-type="bibr" rid="ref46">46</xref>]; Pathipati et al [<xref ref-type="bibr" rid="ref43">43</xref>]; Albert et al [<xref ref-type="bibr" rid="ref39">39</xref>]; Player et al [<xref ref-type="bibr" rid="ref48">48</xref>]; Adamson et al [<xref ref-type="bibr" rid="ref19">19</xref>]</td>
                <td>Rate of patients who need planned follow-up visits</td>
                <td>Penza et al [<xref ref-type="bibr" rid="ref46">46</xref>] reported that e-visits were associated with higher rates of planned follow-up visits than in-person visits (<italic>P</italic>&#60;.001).<break/>Pathipathi et al [<xref ref-type="bibr" rid="ref43">43</xref>], Albert et al [<xref ref-type="bibr" rid="ref39">39</xref>], Player et al [<xref ref-type="bibr" rid="ref48">48</xref>], and Adamson et al [<xref ref-type="bibr" rid="ref19">19</xref>] reported only the proportion of e-visits that required follow-up visits, so it is unclear what the association of e-visit usage and rate of planned follow-up visits is.</td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Penza et al [<xref ref-type="bibr" rid="ref47">47</xref>]; Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>]; Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>]; North et al [<xref ref-type="bibr" rid="ref41">41</xref>]; Hertzog et al [<xref ref-type="bibr" rid="ref30">30</xref>]</td>
                <td>Unexpected follow-up encounter rate after initial encounter</td>
                <td>Hertzog et al [<xref ref-type="bibr" rid="ref30">30</xref>] reported that e-visits were associated with higher unexpected follow-up rates when compared to in-person visits (<italic>P</italic>&#60;.05). However, Mehrotra et al [<xref ref-type="bibr" rid="ref24">24</xref>], Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>], and North et al [<xref ref-type="bibr" rid="ref41">41</xref>] found equivalent outcomes. Penza et al [<xref ref-type="bibr" rid="ref47">47</xref>] reported only descriptive statistics, so it is unclear if there are differences in unexpected follow-up encounter rates between e-visits and in-person visits.</td>
              </tr>
              <tr valign="top">
                <td colspan="2">
                  <bold>Health care costs</bold>
                </td>
                <td>
                  <break/>
                </td>
                <td>
                  <break/>
                </td>
              </tr>
              <tr valign="top">
                <td>
                  <break/>
                </td>
                <td>Rajda et al [<xref ref-type="bibr" rid="ref49">49</xref>]; Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>]; Rohrer et al [<xref ref-type="bibr" rid="ref37">37</xref>]</td>
                <td>Treatment costs</td>
                <td>Courneya et al [<xref ref-type="bibr" rid="ref40">40</xref>] and Rajda et al [<xref ref-type="bibr" rid="ref49">49</xref>] reported e-visits were associated with lower treatment costs (<italic>P</italic>&#60;.001). Rohrer et al [<xref ref-type="bibr" rid="ref37">37</xref>] reported a lower median of costs associated with e-visits than in-person visits (<italic>P</italic>&#60;.01).</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table2fn1">
              <p><sup>a</sup>HbA<sub>1c</sub>: hemoglobin A<sub>1c</sub>.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Study Quality Assessment Results</title>
        <p>Detailed results of the quality assessment are summarized in <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>. Each column describes the quality criterion we assessed. Briefly, most (12/19, 63.2%) studies reported a strategy for minimizing selection bias. Less than half of studies (9/19, 47.4%) reported methods to control for confounders. All studies measured outcomes for e-visits separately from other forms of telemedicine, making it possible to evaluate the unique impact of e-visits on the outcome of interest. Problems with low response rate (&#60;50%) or attrition bias (&#62;10% dropout) were less common (2/19, 10.5%).</p>
      </sec>
      <sec>
        <title>Clinical Outcomes</title>
        <p>Associations between e-visit usage and clinical outcomes were reported by 7 studies. A total of 13 different measures were used among the studies. Overall, the studies reported an association with improved outcomes or null findings across the medical conditions examined.</p>
        <p>Among diabetic patients, one study (n=36 patients) found that e-visits were associated with significantly improved glucose over a 6-month period (–3.4 percentage points in HbA<sub>1c</sub>, <italic>P&#60;</italic>.001) [<xref ref-type="bibr" rid="ref44">44</xref>]. In the same study, e-visits for anticoagulant management were associated with less frequent instances of abnormal international normalized ratio values compared to in-person care (5/104, 5% vs 1/198, 0.5%, <italic>P&#60;</italic>.05) [<xref ref-type="bibr" rid="ref44">44</xref>]. An additional study (n=62) reported that patients with gout who received care through e-visits were more likely to have optimal serum rate levels (&#62;6.0 mg/dL) (63.8% vs 33.9%, <italic>P&#60;</italic>.01) and lower mean serum urate levels (5.5 mg/dL vs 6.7 mg/dL, <italic>P&#60;</italic>.01) compared to historical controls [<xref ref-type="bibr" rid="ref31">31</xref>]. In the context of acne and hypertension management, equivalent outcomes were reported between e-visits and in-person visits [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref45">45</xref>].</p>
      </sec>
      <sec>
        <title>Quality of Care</title>
        <p>Across the 8 studies that examined the association of e-visit usage on quality of care, 8 unique measures were observed. Overall, there were mixed effects on the association of e-visit usage on quality of care.</p>
        <p>Mixed results were observed in some quality of care measures of several health care conditions between e-visits and in-person visits [<xref ref-type="bibr" rid="ref44">44</xref>]. For example, one study (n=36) [<xref ref-type="bibr" rid="ref44">44</xref>] reported comparable prescribing rates for statins among patients with diabetes across e-visits and in-person visits. One study [<xref ref-type="bibr" rid="ref24">24</xref>] found that e-visit usage was associated with significantly lower rates of diagnostic procedures for sinusitis (0/475, 0% vs 40/4690, 1%, <italic>P=</italic>.04) and lower rates of diagnostic procedures for urinary tract infections (8/99, 8% vs 1501/2855, 53%, <italic>P&#60;</italic>.001) than those for historical controls. The same study [<xref ref-type="bibr" rid="ref24">24</xref>] also reported that preventive screenings were lower among sinusitis patients receiving an e-visit (1/475, 0.2% vs 155/4690, 3%; <italic>P&#60;</italic>.001) and urinary tract infection patients’ receiving an e-visit (0/99, 0% vs 214/2855, 7%, <italic>P=</italic>.005) than in those receiving in-person visits.</p>
        <p>When examining management of acute infections (eg, urinary tract infections), the definitive impact was less clear. One study [<xref ref-type="bibr" rid="ref24">24</xref>] found that e-visits resulted in higher antibiotic prescribing rates for sinusitis (471/475, 99% vs 4408/4690, 94%, <italic>P&#60;</italic>.001) but no association for urinary tract infections (98/99, 99% vs 1299/2855, 92%, <italic>P=</italic>.07), compared to those for historical control. Another study [<xref ref-type="bibr" rid="ref46">46</xref>] reported that e-visits for conjunctivitis resulted in a significantly lower antibiotic prescribing rate than that of phone visits (26/101, 26% vs 84/202, 42%, <italic>P=</italic>.006), and a third study [<xref ref-type="bibr" rid="ref51">51</xref>] found that e-visits for sinusitis resulted in a significantly lower antibiotic prescribing rate (84/150, 56% vs 108/150, 72%, <italic>P=</italic>.01) than that of in-person visits. Lastly, one study (n=450) [<xref ref-type="bibr" rid="ref50">50</xref>] reported no difference in antibiotic prescribing rates for treatment of urinary tract infections across e-visits, phone encounters, and in-person visits.</p>
      </sec>
      <sec>
        <title>Access to Care</title>
        <p>No studies investigated the association between e-visits and access to care.</p>
      </sec>
      <sec>
        <title>Health Care Utilization</title>
        <p>Fourteen studies assessed health care utilization associated with e-visits. An overall mixed impact was observed across these studies.</p>
        <p>Some studies evaluated the impact of e-visits on subsequent health care utilization, such as primary care, specialty care, and emergency care [<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref49">49</xref>-<xref ref-type="bibr" rid="ref51">51</xref>]. For example, one study [<xref ref-type="bibr" rid="ref45">45</xref>] matched 893 e-visits and 893 in-person visits for hypertension and found that e-visits resulted in fewer primary care visits (–0.8 visits, 95% CI 0.3-1.2) compared to in-person visits. The same study [<xref ref-type="bibr" rid="ref45">45</xref>] also found that usage of specialist visits, emergency department visits, and inpatient admissions were not significantly different across in-person and e-visits. Another study [<xref ref-type="bibr" rid="ref49">49</xref>] evaluating a teledermatology program found that e-visits were associated with significantly fewer specialty visits at 60-day (15 vs 46, <italic>P=</italic>.005) and 90-day follow-up (26 vs 74, <italic>P=</italic>.001) compared to those associated with in-person visits. Another study [<xref ref-type="bibr" rid="ref40">40</xref>] examining a direct-to-consumer telemedicine program found that the rate of visits that did not require a follow-up visit (ie, resolution rate) was similar for e-visits for sinusitis (90% vs 91%) and conjunctivitis (94% vs 95%) to those for in-person visits.</p>
        <p>Some studies [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>] reported no differences in health care utilization. For example, one study [<xref ref-type="bibr" rid="ref24">24</xref>] found that e-visits for sinusitis and urinary tract infections had equivalent rates of follow-up visits, phone calls, and emails within 3-week follow-up. Some studies [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref46">46</xref>] reported a higher rate of health care utilization with e-visits. For example, one study [<xref ref-type="bibr" rid="ref30">30</xref>] found that the rate of follow-up visits was higher for primary care e-visits (59/490, 12%) compared to that for in-person visits (198/2201, 9%; <italic>P=</italic>.04).</p>
      </sec>
      <sec>
        <title>Health Care Costs</title>
        <p>Three studies [<xref ref-type="bibr" rid="ref37">37</xref>,<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>] found e-visit usage was associated with lower overall treatment costs than those for in-person visits. One study utilizing claims data found that e-visits for dermatology resulted in lower mean costs at the initial visit (US $59 vs $113, <italic>P&#60;</italic>.001), at 30-day follow-up ($70 vs $202, <italic>P=</italic>.03), and at 60-day follow-up ($78 vs $221, <italic>P=</italic>.02) than those of in-person visits; however, at the 90-day follow-up, costs were comparable to those of an in-person visit ($86 vs $307, <italic>P=</italic>.08) [<xref ref-type="bibr" rid="ref49">49</xref>]. One study [<xref ref-type="bibr" rid="ref40">40</xref>] of a direct-to-consumer e-visit platform reported lower costs for a wide-range of conditions, including sinusitis, conjunctivitis, acne, and ear, nose, and throat infections. As an example, that study (n=9551 visits) used claims data to report that the cost per visit for e-visits was significantly lower for acne management ($178 vs $361, <italic>P&#60;</italic>.001) compared to in-person care [<xref ref-type="bibr" rid="ref40">40</xref>]. A third study [<xref ref-type="bibr" rid="ref37">37</xref>] calculated total reimbursable costs and descriptively reported the median cost per visit was lower for e-visits ($161 vs $219) compared to in-person visits for acute conditions (eg, conjunctivitis, sore throat, bronchitis, viral illness, cough).</p>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <p>This was a systematic review that assessed the impact of e-visits on clinical outcomes and health care delivery. To our knowledge, this is the first systematic review to assess the state of evidence for asynchronous e-visits. Most studies found that e-visits were associated with lower treatment costs and comparable clinical outcomes to in-person visits. Studies reported mixed effects on health care utilization, and no studies evaluated the impact of e-visits on health care access, suggesting future research is needed in this area. We provide implications for research and practice below.</p>
      <p>Our review found that e-visits may be an adequate substitute for in-person care for chronic disease management. Studies showed that e-visits were effective for the treatment of diabetes, hypertension, and gout. Our findings are consistent with those of previous studies [<xref ref-type="bibr" rid="ref52">52</xref>] that suggest that other forms of asynchronous communication with providers (eg, secure messaging without a formal e-visit) can improve chronic disease management. Further study, however, is needed to determine the ideal conditions for e-visit implementation. For example, many chronic conditions co-occur with other conditions (eg, diabetes and hypertension), and current studies were not designed to determine whether e-visits are effective for complex patients, such as patients with multiple chronic conditions and older adults who are frail. Additionally, it is important to note that not all types of medical issues may be appropriate for asynchronous management and health care systems may need to implement safeguards to ensure that the right patient is using an e-visit [<xref ref-type="bibr" rid="ref53">53</xref>]. For example, if patients send a message about an urgent condition, e-visit technology could be harnessed to flag certain keywords (eg, chest pain, breathing difficulties) and display automated pop-up alerts to patients to instruct them to seek care in-person at the office or emergency department [<xref ref-type="bibr" rid="ref54">54</xref>]. Some health care systems have also implemented guidelines, such as requiring at least one in-person visit prior to an e-visit to ensure that a patient has an established relationship with a clinician [<xref ref-type="bibr" rid="ref55">55</xref>]. Additional research is needed to determine how e-visits should be implemented (eg, how to prevent inappropriate usage and for which patients does it work best).</p>
      <p>Our review found mixed evidence for the effect of e-visits on quality of care. For example, prior studies [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref24">24</xref>-<xref ref-type="bibr" rid="ref29">29</xref>] have raised concerns that telemedicine usage can increase inappropriate antibiotic prescribing, but this review found mixed evidence on whether comparable antibiotic prescribing rates were observed between e-visits and in-person visits. This inconsistency may stem from differences in the acute infection that was studied (ie, acute sinusitis, urinary tract infections, ear infections, conjunctivitis). Further research is needed to better understand when e-visits can be used effectively for managing acute infections and what implementation strategies can be used to ensure appropriate antibiotic prescribing (eg, use of clinical decision support). Furthermore, additional research is needed to compare the receipt of low-value care (eg, overutilization of services for sinusitis and urinary tract infections across e-visits and in-person visits). Future studies should examine guidelines, such as the Choosing Wisely guidelines [<xref ref-type="bibr" rid="ref56">56</xref>,<xref ref-type="bibr" rid="ref57">57</xref>], to see whether e-visits reduce low-value care compared to in-person visits. One study [<xref ref-type="bibr" rid="ref24">24</xref>] included in this review found that e-visits were associated with lower rates of diagnostic procedures for sinusitis and urinary tract infections and may offer an advantage in terms of reducing unnecessary health care utilization. Studies in this review did report other quality problems, such as lower use of preventive care services in e-visits compared to in-person visits. This may stem from a lack of practice guidance on how e-visits should be implemented (eg, should providers use e-visits as an opportunity to reinforce messages about preventive care?). Prior studies [<xref ref-type="bibr" rid="ref16">16</xref>] have noted that lack of practice guidance or standard procedures as barriers to e-visit implementation. These differences in quality of care suggest additional implementation research is needed to test implementation strategies for ensuring quality of care delivered through e-visits is consistent across clinicians.</p>
      <p>Our review found that e-visits had mixed effects on health care utilization compared to in-person visits. These findings are consistent with those of reviews on other forms of telemedicine [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref58">58</xref>-<xref ref-type="bibr" rid="ref62">62</xref>]. Specifically, telemedicine can reduce health care utilization in certain instances (eg, reduce the need for in-person visits) or it can increase utilization (eg, meet an unmet demand for a patient that was not previously accessing in-person care). Variation in health care utilization may stem from other various factors that are unaccounted for. For example, if a patient did not submit sufficient information to be evaluated through an e-visit, this could lead to greater health care utilization compared to an initial in-person visit where information exchange is synchronous. Future research is needed to determine strategies for ensuring that complete information is elicited from the patient (eg, structured symptom questionnaires). Additional research should test strategies for optimizing patient data collection and patient-clinician communication through e-visit platforms.</p>
      <p>The findings on favorable cost implications align with those of other works that evaluated the effects that synchronous alternatives for care (eg, telemedicine via teleconferencing software) had on cost outcomes for patients [<xref ref-type="bibr" rid="ref63">63</xref>-<xref ref-type="bibr" rid="ref70">70</xref>]. Notably, 2 [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref49">49</xref>] of 3 studies used claims data to estimate health care costs; however, insurers commonly include in their contracts with health care organizations contractual adjustments (ie, slightly lower reimbursement rates in exchange for including the health care organization in-network) [<xref ref-type="bibr" rid="ref71">71</xref>], suggesting that using claims data may underestimate the true cost savings potential of e-visits. Furthermore, many of these studies did not evaluate cost comprehensively (eg, only examined costs of dermatology visits and not visits to providers outside of that delivery system, analyzing average costs per visit instead of average costs of an episode of illness). Additionally, we did not identify any studies that assessed cost-effectiveness, which considers costs relative to outcomes. Future cost-effectiveness studies may also help health care systems make decisions about whether e-visits are worth the investment.</p>
      <p>Additional research is also needed on how e-visits impact health care access and the digital divide. There is growing evidence that patient-level disparities exist across adoption and usage patterns of patient portals [<xref ref-type="bibr" rid="ref72">72</xref>-<xref ref-type="bibr" rid="ref76">76</xref>]. Similarly, several studies in this review reported differences in usage based on sex [<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref48">48</xref>], age [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref47">47</xref>], employment status [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref48">48</xref>], and ethnicity [<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]. Since many patients access e-visits through the patient portal, which has known disparities in uptake [<xref ref-type="bibr" rid="ref72">72</xref>-<xref ref-type="bibr" rid="ref76">76</xref>], future studies are needed to test strategies for overcoming disparities in patient portal adoption. Since the Pew Research Center reports 81% of Americans in 2019 owned a smartphone [<xref ref-type="bibr" rid="ref77">77</xref>], there have been studies that have recently tested whether smartphone access to a patient portal could improve access [<xref ref-type="bibr" rid="ref78">78</xref>,<xref ref-type="bibr" rid="ref79">79</xref>]. Future studies should test whether strategies, such as smartphone access, could improve uptake of e-visits.</p>
      <p>Some of the included literature cited implementation barriers in their discussion that should be further explored in future studies (eg, lack of integration into workflow). Clinicians may need assistance with adjusting their workflows when being trained on e-visits [<xref ref-type="bibr" rid="ref80">80</xref>]. Best practices should be researched and disseminated to help alleviate concerns on increased workload [<xref ref-type="bibr" rid="ref81">81</xref>]. Furthermore, the adoption of payment models by insurers that reimburse for e-visits may be a crucial facilitator of e-visit uptake [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref82">82</xref>,<xref ref-type="bibr" rid="ref83">83</xref>]. Since the COVID-19 pandemic has spurred the introduction of insurance coverage of e-visits among Medicare and some private payers, case studies have been published that suggest e-visits are being used more frequently during the COVID-19 pandemic. For example, one health care system reported that the use of e-visits increased by 4000% during the COVID-19 pandemic and that the majority of e-visits were used for remotely managing patients with COVID-19 [<xref ref-type="bibr" rid="ref84">84</xref>-<xref ref-type="bibr" rid="ref86">86</xref>]. Further work is needed to evaluate if the reimbursement policies have led to higher utilization of e-visits by patients and health care organizations.</p>
      <p>This systematic review has several limitations. First, a majority of the studies used an observational design, limiting our ability to draw causal conclusions on the effect of using e-visits on quality of care, access to care, costs or clinical outcomes. Second, we found heterogeneity in how studies measured the impact of e-visits, making it impossible to quantitatively pool study estimates. Third, we excluded non-English studies, which may limit our ability to determine the effect of e-visits outside of English-speaking regions. Fourth, the follow-up periods among the studies varied (eg, 2 weeks vs 1 month), limiting our comparisons of findings between studies. Fifth, a majority of the studies examined e-visits that are hosted by the health care delivery organization rather than by a direct-to-consumer vendor or insurer, limiting the generalizability of our results to e-visit programs sponsored by entities external to the health care delivery organization. Lastly, most e-visits occurred in outpatient ambulatory and academic medical center contexts, limiting our ability to comment on inpatient settings.</p>
      <p>Overall, the evidence suggests that e-visits can provide equivalent outcomes to in-person care and reduce health care costs for certain health care conditions. There are still notable quality concerns (eg, inappropriate antibiotic prescribing, underutilization of preventive care) that warrant further study. It is also unknown how e-visits have affected access to care. Furthermore, many studies in the review lacked a rigorous design, making it difficult to draw firm conclusions about the state of evidence regarding e-visits. Future trials should be conducted to test the effectiveness of e-visits and determine what factors drive effective implementation.</p>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Search strategy.</p>
        <media xlink:href="jmir_v23i5e27531_app1.docx" xlink:title="DOCX File , 8 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>Quality assessment of studies.</p>
        <media xlink:href="jmir_v23i5e27531_app2.docx" xlink:title="DOCX File , 8 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">COVID-19</term>
          <def>
            <p>coronavirus disease 2019</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">e-visit</term>
          <def>
            <p>electronic communication–based visit</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>We owe many thanks to Nancy Schaefer for providing her expertise as a health science librarian by providing us a framework on how to search for relevant articles and suggesting search terms to supplement our original search strategy.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>KT conceptualized the study. OTN and KT drafted the manuscript. All authors participated in the analysis and interpretation of data. AAT, JH, KH, CMS, and KT provided critical revisions to the manuscript. All authors approved the submission.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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