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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">v24i8e40181</article-id>
      <article-id pub-id-type="pmid">35930315</article-id>
      <article-id pub-id-type="doi">10.2196/40181</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>Self-management Interventions for People With Parkinson Disease: Scoping Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Kukafka</surname>
            <given-names>Rita</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>قادرزاده</surname>
            <given-names>مصطفی</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Damaševičius</surname>
            <given-names>Robertas</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Eswaradass</surname>
            <given-names>Prasanna Venkatesan</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Seid</surname>
            <given-names>Abubeker Alebachew</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Milne-Ives</surname>
            <given-names>Madison</given-names>
          </name>
          <degrees>BAS, MSc</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-7628-882X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Carroll</surname>
            <given-names>Camille</given-names>
          </name>
          <degrees>BSc, BM, BCh, MRCP, PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-7472-953X</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Meinert</surname>
            <given-names>Edward</given-names>
          </name>
          <degrees>MA, MSc, MBA, MPA, PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Centre for Health Technology</institution>
            <institution>University of Plymouth</institution>
            <addr-line>6 Kirkby Place, Room 2</addr-line>
            <addr-line>Plymouth, PL4 6DN</addr-line>
            <country>United Kingdom</country>
            <phone>44 01752600600</phone>
            <email>edward.meinert@plymouth.ac.uk</email>
          </address>
          <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/0000-0003-2484-3347</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Centre for Health Technology</institution>
        <institution>University of Plymouth</institution>
        <addr-line>Plymouth</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Peninsula Medical School</institution>
        <institution>Faculty of Health</institution>
        <institution>University of Plymouth</institution>
        <addr-line>Plymouth</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Department of Primary Care and Public Health</institution>
        <institution>School of Public Health</institution>
        <institution>Imperial College London</institution>
        <addr-line>London</addr-line>
        <country>United Kingdom</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Harvard TH Chan School of Public Health</institution>
        <institution>Harvard University</institution>
        <addr-line>Boston, MA</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Edward Meinert <email>edward.meinert@plymouth.ac.uk</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <month>8</month>
        <year>2022</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>5</day>
        <month>8</month>
        <year>2022</year>
      </pub-date>
      <volume>24</volume>
      <issue>8</issue>
      <elocation-id>e40181</elocation-id>
      <history>
        <date date-type="received">
          <day>9</day>
          <month>6</month>
          <year>2022</year>
        </date>
        <date date-type="rev-request">
          <day>2</day>
          <month>7</month>
          <year>2022</year>
        </date>
        <date date-type="rev-recd">
          <day>7</day>
          <month>7</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <day>20</day>
          <month>7</month>
          <year>2022</year>
        </date>
      </history>
      <copyright-statement>©Madison Milne-Ives, Camille Carroll, Edward Meinert. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 05.08.2022.</copyright-statement>
      <copyright-year>2022</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/2022/8/e40181" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Parkinson disease can impose substantial distress and costs on patients, their families and caregivers, and health care systems. To address these burdens for families and health care systems, there is a need to better support patient self-management. To achieve this, an overview of the current state of the literature on self-management is needed to identify what is being done, how well it is working, and what might be missing.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>The aim of this scoping review was to provide an overview of the current body of research on self-management interventions for people with Parkinson disease and identify any knowledge gaps.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>The PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) and Population, Intervention, Comparator, Outcome, and Study type frameworks were used to structure the methodology of the review. Due to time and resource constraints, 1 reviewer systematically searched 4 databases (PubMed, Ovid, Scopus, and Web of Science) for the evaluations of self-management interventions for Parkinson disease published in English. The references were screened using the EndNote X9 citation management software, titles and abstracts were manually reviewed, and studies were selected for inclusion based on the eligibility criteria. Data were extracted into a pre-established form and synthesized in a descriptive analysis.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>There was variation among the studies on study design, sample size, intervention type, and outcomes measured. The randomized controlled trials had the strongest evidence of effectiveness: 5 out of 8 randomized controlled trials found a significant difference between groups favoring the intervention on their primary outcome, and the remaining 3 had significant effects on at least some of the secondary outcomes. The 2 interventions included in the review that targeted mental health outcomes both found significant changes over time, and the 3 algorithms evaluated performed well. The remaining studies examined patient perceptions, acceptability, and cost-effectiveness and found generally positive results.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>This scoping review identified a wide variety of interventions designed to support various aspects of self-management for people with Parkinson disease. The studies all generally reported positive results, and although the strength of the evidence varied, it suggests that self-management interventions are promising for improving the care and outcomes of people with Parkinson disease. However, the research tended to focus on the motor aspects of Parkinson disease, with few nonmotor or holistic interventions, and there was a lack of evaluation of cost-effectiveness. This research will be important to providing self-management interventions that meet the varied and diverse needs of people with Parkinson disease and determining which interventions are worth promoting for widespread adoption.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>Parkinson disease</kwd>
        <kwd>self-management</kwd>
        <kwd>self-care</kwd>
        <kwd>home nursing</kwd>
        <kwd>self-efficacy</kwd>
        <kwd>quality of life</kwd>
        <kwd>signs and symptoms</kwd>
        <kwd>health behaviour</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>Parkinson disease has a substantial impact on patients, their caregivers and families, and health care systems globally [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref2">2</xref>]. The United Kingdom’s aging population is expected to nearly double the prevalence of Parkinson disease by 2065 [<xref ref-type="bibr" rid="ref3">3</xref>]. The National Health Service (NHS) Long Term Plan has emphasized the need for supported self-management to improve patient outcomes and reduce the strain of an aging population on the health care system [<xref ref-type="bibr" rid="ref4">4</xref>]. Self-management support interventions for chronic illnesses have been demonstrated to decrease health care use without negatively affecting patient health outcomes [<xref ref-type="bibr" rid="ref5">5</xref>], but research is still needed on how they are used by and affect all users (including patients, caregivers, and health care professionals) [<xref ref-type="bibr" rid="ref6">6</xref>]. The NHS has estimated that 25% to 40% of patients have low self-management knowledge, skills, and confidence (patient activation) [<xref ref-type="bibr" rid="ref7">7</xref>]. A recent study focusing on people with Parkinson disease found that more than half of the patients rated themselves high on patient activation, whereas perceived self-management support was rated much lower [<xref ref-type="bibr" rid="ref8">8</xref>].</p>
        <p>Although Parkinson disease itself is not fatal, its complications and motor and nonmotor symptoms can have serious negative effects on the quality of life for both patients and care partners (CPs). The nonmotor symptoms of Parkinson disease are often undeclared in routine appointments [<xref ref-type="bibr" rid="ref9">9</xref>] but can have severe negative effects on symptom burden and the quality of life [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>]. For instance, it has been estimated that around half of the people with Parkinson disease have a mental health comorbidity [<xref ref-type="bibr" rid="ref12">12</xref>]. Parkinson disease has a substantial impact on patients, their CPs and families, and health care systems [<xref ref-type="bibr" rid="ref1">1</xref>,<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>]. Successful self-management is associated with improvements in chronic conditions and achieved by supported self-efficacy [<xref ref-type="bibr" rid="ref15">15</xref>]. For all Parkinson disease symptoms, there are pharmacological and nonpharmacological approaches to management. Self-management interventions focus on the nonpharmacological approaches to symptoms by providing people with Parkinson disease and CPs with support to identify and monitor their symptoms and behavioral approaches to manage their symptoms [<xref ref-type="bibr" rid="ref16">16</xref>,<xref ref-type="bibr" rid="ref17">17</xref>].</p>
      </sec>
      <sec>
        <title>Preliminary Literature Review</title>
        <p>Previous systematic reviews have examined various aspects of support for people with Parkinson disease, particularly interventions that support a shift toward more home-based care, but none were identified that provided a comprehensive overview of self-management interventions. There are 2 recent systematic reviews that examined the use of digital technologies and wearables to monitor or support the care of people with Parkinson disease and provide a comprehensive and recent overview of the available technologies, what they are being used for, and how they are being evaluated [<xref ref-type="bibr" rid="ref18">18</xref>,<xref ref-type="bibr" rid="ref19">19</xref>]. A recent preprint review provided an overview of the trends in research in the use of mobile and wearable technology for Parkinson disease over the past decade and identified 4 main applications: assisting with diagnosis, monitoring and prognosis, predicting the outcomes of treatments, and therapy [<xref ref-type="bibr" rid="ref20">20</xref>]. A scoping review conducted in 2018 summarized the literature about home-based rehabilitation interventions [<xref ref-type="bibr" rid="ref21">21</xref>].</p>
        <p>There were 2 reviews that focused specifically on self-management for people with Parkinson disease [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref23">23</xref>]. The first was a systematic review of the qualitative experience of self-management components by people with Parkinson disease and their carers [<xref ref-type="bibr" rid="ref22">22</xref>]. This review identified 7 key aspects of self-management interventions for people with Parkinson disease: “(1) medication management, (2) physical exercise, (3) self-monitoring techniques, (4) psychological strategies, (5) maintaining independence, (6) encouraging social engagement, and (7) providing knowledge and information” [<xref ref-type="bibr" rid="ref22">22</xref>]. However, it did not provide an overview or evaluation of the impact of the self-management interventions on health, behavioral, or other outcomes. The other review was an integrative literature review, which provided an overview of the characteristics of self-management support programs for people with Parkinson disease and their effectiveness [<xref ref-type="bibr" rid="ref23">23</xref>]. It identified a wide variety of interventions, most of which were specific to Parkinson disease, but found limited evidence of their effectiveness. The review provided a good summary of the state of the field but was conducted in 2016 and did not examine the integration of digital technologies in self-management interventions.</p>
      </sec>
      <sec>
        <title>Rationale</title>
        <p>A search of the international prospective register of systematic reviews (PROSPERO) also did not find any relevant reviews on self-management and Parkinson disease in progress. A search for “parkinson AND (digital OR technolog*) AND (self-management OR home based care)” only retrieved 4 registrations: 1 focused on diabetes, and the others included a range of neurological conditions. A broader search for “parkinson AND self-management” identified 1 relevant registration—a systematic review and meta-analysis of self-management interventions in Parkinson disease. However, the registration is 2 years old (published on PROSPERO on April 15, 2019), has not been updated, and was not identified in a search for a published final article [<xref ref-type="bibr" rid="ref24">24</xref>].</p>
        <p>Given the rapid evolution of digital technology [<xref ref-type="bibr" rid="ref25">25</xref>] and its growing role in health care [<xref ref-type="bibr" rid="ref4">4</xref>], the state of the literature on self-management interventions has likely changed since the 2016 review was conducted, necessitating an updated overview that intentionally includes digital interventions, which are becoming a desired support for Parkinson disease care [<xref ref-type="bibr" rid="ref26">26</xref>]. The variety of self-management aspects and applications identified in previous reviews indicates that an overview of the different types of self-management interventions and their potential impact is needed. The needs emphasized by the NHS Long Term Plan [<xref ref-type="bibr" rid="ref4">4</xref>] for self-management and technology-enabled, personalized care demonstrate the potential for digital technology to help people with Parkinson disease and CPs improve their identification and management of Parkinson disease symptoms. Understanding the types of self-management interventions currently being developed and implemented will help inform the development of future, digitally enabled self-management interventions.</p>
      </sec>
      <sec>
        <title>Objectives and Research Questions</title>
        <p>The aim of this scoping review was to provide an overview of the current state of the field and the evidence of the effectiveness of self-management interventions for Parkinson disease and to identify any gaps. Specifically, the review asked, “What types of self-management interventions are available to support people with Parkinson disease, what outcomes do they target, and what evidence is there in the literature of their effectiveness?”</p>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Search Strategy</title>
        <p>The PRSIMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews; <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref> [<xref ref-type="bibr" rid="ref27">27</xref>]) and Population, Intervention, Comparator, Outcome, and Studies (PICOS) frameworks were used to structure the review and develop the search strategy (see <xref ref-type="table" rid="table1">Table 1</xref>). Based on the PICOS, relevant Medical Subject Headings (MeSH) terms were identified from a preliminary search, and the search string was created using the following structure: Population (MeSH terms) AND Interventions (MeSH terms) AND Outcomes (MeSH terms). There was no limit on the publication date. The search was performed in 4 databases—PubMed, Ovid, Scopus, and Web of Science—using the University of Plymouth’s search tool Primo. PubMed was chosen because it provides a good synthesis of biomedical literature, and the other search engines were selected because they capture a broad, multidisciplinary set of databases to ensure that no relevant literature was missed. <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref> provides a complete record of the specific search strings (modified slightly to fit the specific structure and requirements of each database) and the number of references retrieved. The database searches were performed on April 8, 2021.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>PICOS framework.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="130"/>
            <col width="440"/>
            <col width="430"/>
            <thead>
              <tr valign="top">
                <td>PICOS<sup>a</sup></td>
                <td>Detail</td>
                <td>MeSH<sup>b</sup> terms used in search</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td>Population</td>
                <td>People with Parkinson disease and their carers</td>
                <td>Parkinson Disease</td>
              </tr>
              <tr valign="top">
                <td>Intervention</td>
                <td>Self-management interventions for people with Parkinson disease</td>
                <td>Self-Management OR Self-Care OR Home Nursing OR Delivery of Health Care, Integrated OR Telemedicine OR Mobile Applications OR Internet-based Interventions OR Internet of Things</td>
              </tr>
              <tr valign="top">
                <td>Comparator</td>
                <td>None or standard care</td>
                <td>—<sup>c</sup></td>
              </tr>
              <tr valign="top">
                <td>Outcomes</td>
                <td>
                  <list list-type="bullet">
                    <list-item>
                      <p>Primary outcome: self-management (with measures including, but not limited to, health outcomes, behaviors, perceived self-efficacy, quality of life, and use of health care services, etc)</p>
                    </list-item>
                    <list-item>
                      <p>Secondary outcomes: factors that could affect self-management (eg, demographics and disease factors, etc)</p>
                    </list-item>
                  </list>
                </td>
                <td>Self Efficacy OR Quality of Life OR Signs and Symptoms OR Health Behaviour OR Patient Admission OR Patient Readmission</td>
              </tr>
              <tr valign="top">
                <td>Study types</td>
                <td>Case-control studies, cohort studies, and RCTs<sup>d</sup></td>
                <td>—</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>PICOS: Population, Intervention, Comparator, Outcome, Study type.</p>
            </fn>
            <fn id="table1fn2">
              <p><sup>b</sup>MeSH: Medical Subject Headings.</p>
            </fn>
            <fn id="table1fn3">
              <p><sup>c</sup>Not applicable.</p>
            </fn>
            <fn id="table1fn4">
              <p><sup>d</sup>RCT: randomized controlled trial.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Inclusion Criteria</title>
        <p>Studies were eligible for inclusion in the review if they evaluated a self-management intervention for people with Parkinson disease or their CPs. A broad definition of self-management interventions was used, so that an overview of the different types of intervention could be collected. Any intervention type (remote or in person) was eligible for inclusion if it aimed to help improve any elements of the patient self-management of Parkinson disease. Randomized controlled trials (RCTs), cohort studies, and case-control studies were eligible for inclusion. Studies published at any date were eligible for inclusion.</p>
      </sec>
      <sec>
        <title>Exclusion Criteria</title>
        <p>Studies were excluded if they did not include a self-management intervention for Parkinson disease or if they described an intervention without evaluating it. Protocols and reviews were also excluded. Studies that were published in languages other than English were also excluded, as the review team did not have the necessary resources to assess them.</p>
      </sec>
      <sec>
        <title>Screening and Article Selection</title>
        <p>The EndNote X9 citation management software (Clarivate) was used to store references, remove duplicates, and conduct the initial screening. The screening was done in several stages, using keywords based on the PICOS (see <xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>). Next, 1 reviewer screened the remaining titles and abstracts (excluding articles with reasons) and conducted a full-text review to determine final eligibility (see <xref rid="figure1" ref-type="fig">Figure 1</xref>). The review team did not have the resources—in terms of time and budget—to have a second reviewer screen and extract data.</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>PRIMSA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram.</p>
          </caption>
          <graphic xlink:href="jmir_v24i8e40181_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Data Extraction</title>
        <p>The full texts of the included studies were reviewed, and the data were extracted by 1 reviewer based on a predetermined form (see <xref ref-type="boxed-text" rid="box1">Textbox 1</xref>). Given the anticipated variety of study types and aims, the specific outcomes to extract were not prespecified but included as data to be extracted.</p>
        <boxed-text id="box1" position="float">
          <title>Article information and data extraction.</title>
          <p>
            <bold>General study information</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Title</p>
            </list-item>
            <list-item>
              <p>Year of publication</p>
            </list-item>
            <list-item>
              <p>Sample size</p>
            </list-item>
            <list-item>
              <p>Population</p>
            </list-item>
            <list-item>
              <p>Method</p>
            </list-item>
          </list>
          <p>
            <bold>Intervention</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Type of self-management intervention</p>
            </list-item>
            <list-item>
              <p>Description of self-management intervention</p>
            </list-item>
          </list>
          <p>
            <bold>Evaluation</bold>
          </p>
          <list list-type="bullet">
            <list-item>
              <p>Primary outcome</p>
            </list-item>
            <list-item>
              <p>Secondary outcomes</p>
            </list-item>
            <list-item>
              <p>Summary of reported results</p>
            </list-item>
            <list-item>
              <p>Evidence of effectiveness at achieving stated outcomes</p>
            </list-item>
          </list>
        </boxed-text>
      </sec>
      <sec>
        <title>Data Analysis and Synthesis</title>
        <p>A descriptive analysis was used to summarize the data extracted from the studies and provide an overview of the state of the literature on self-management interventions for Parkinson disease. The implications of the findings are examined in the discussion.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Included Studies</title>
        <p>The database search retrieved 1583 references (see <xref ref-type="supplementary-material" rid="app2">Multimedia Appendix 2</xref>). The EndNote X9 software was used to remove 236 duplicates, and the keyword search tool was used to screen out 1296 references (see <xref ref-type="supplementary-material" rid="app3">Multimedia Appendix 3</xref>). The titles and abstracts of 51 studies were screened by 1 reviewer, and articles were excluded with reasons. Of these 51 articles, 19 were selected for the full-text review. Subsequently, 1 study was identified as a duplicate upon full-text review [<xref ref-type="bibr" rid="ref28">28</xref>], and 1 study was a secondary data analysis of an RCT, so the original RCT was identified and included [<xref ref-type="bibr" rid="ref29">29</xref>], resulting in a final set of 19 included studies. The reasons for exclusion in the full-text review stage are detailed in <xref rid="figure1" ref-type="fig">Figure 1</xref>. The table with the extracted data is included as <xref ref-type="supplementary-material" rid="app4">Multimedia Appendix 4</xref>.</p>
      </sec>
      <sec>
        <title>Study Characteristics</title>
        <p>The largest proportion (8/19, 42% or 7/18, 39%, as 2 of the studies referred to the same trial) of the studies included in the review used an RCT methodology [<xref ref-type="bibr" rid="ref29">29</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]. The remaining studies used a variety of study types, including 3 feasibility studies evaluating algorithms [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>], 2 one-arm pre-post trials [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>], 2 pilot studies [<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref43">43</xref>], 2 mixed methods acceptability studies [<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref45">45</xref>], a randomized case-control study [<xref ref-type="bibr" rid="ref46">46</xref>], and a secondary data analysis of program adherence [<xref ref-type="bibr" rid="ref47">47</xref>].</p>
        <p>The studies also had a wide range of sample sizes, from 11 participants [<xref ref-type="bibr" rid="ref42">42</xref>] to 474 participants [<xref ref-type="bibr" rid="ref31">31</xref>]. All of the 8 studies with the largest sample sizes (greater than 100 participants) were RCTs [<xref ref-type="bibr" rid="ref29">29</xref>-<xref ref-type="bibr" rid="ref36">36</xref>].</p>
        <p>The earliest study included in the review was published in 2007 [<xref ref-type="bibr" rid="ref30">30</xref>] and the latest in 2020 [<xref ref-type="bibr" rid="ref45">45</xref>], but two-thirds (13/19, 68%) of the studies were published in 2017 or later (see <xref rid="figure2" ref-type="fig">Figure 2</xref>).</p>
        <fig id="figure2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>Number of included studies by year and category of Parkinson disease self-management intervention. The intervention types included home-based detection or monitoring of symptoms [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>], general care and self-management [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref45">45</xref>], behavioral therapy program [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref43">43</xref>], and motor-focused exercise or fall avoidance program [<xref ref-type="bibr" rid="ref30">30</xref>-<xref ref-type="bibr" rid="ref34">34</xref>,<xref ref-type="bibr" rid="ref36">36</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref47">47</xref>]. Note that 2 of the papers included in general care and self-management relate to the same study [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref45">45</xref>].</p>
          </caption>
          <graphic xlink:href="jmir_v24i8e40181_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
      <sec>
        <title>Types of Interventions</title>
        <p>A variety of different types of self-management intervention were described and evaluated by the included studies. The most common (9/19, 47%) type of intervention was home-based exercise or fall prevention programs [<xref ref-type="bibr" rid="ref30">30</xref>-<xref ref-type="bibr" rid="ref34">34</xref>,<xref ref-type="bibr" rid="ref36">36</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref47">47</xref>]; within this category, two-thirds (6/9, 67%) were motor-related exercises or fall avoidance programs, and the remaining interventions were 1 that used sensor-based feedback [<xref ref-type="bibr" rid="ref42">42</xref>], a community-based exercise program [<xref ref-type="bibr" rid="ref32">32</xref>], and a handwriting program [<xref ref-type="bibr" rid="ref33">33</xref>]. Several (5/19, 26%) interventions provided a means of home-based detection or monitoring of symptoms, which were also primarily focused on motor symptoms [<xref ref-type="bibr" rid="ref37">37</xref>-<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. Of the remaining studies, 2 delivered behavioral therapy–type interventions to address mental health outcomes [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref43">43</xref>], 1 (addressed in 2 papers) delivered a nurse-led care management program [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref45">45</xref>], and 1 examined a rehabilitation program specifically focusing on self-management skills [<xref ref-type="bibr" rid="ref35">35</xref>].</p>
      </sec>
      <sec>
        <title>Evidence of Effectiveness</title>
        <sec>
          <title>Summary</title>
          <p>A variety of different outcome measures were used by the studies to evaluate the interventions, given their different aims and types. The strongest evidence of effectiveness came from the 8 RCTs [<xref ref-type="bibr" rid="ref29">29</xref>-<xref ref-type="bibr" rid="ref36">36</xref>]. In all, 5 of the 8 RCTs found significant evidence that the intervention was more effective than the control at achieving its respective primary outcome: a 2-minute walk [<xref ref-type="bibr" rid="ref32">32</xref>], reducing fall rates [<xref ref-type="bibr" rid="ref30">30</xref>], self-perceived performance of daily activities [<xref ref-type="bibr" rid="ref34">34</xref>], motor score on the Movement Disorders Society–Unified Parkinson's Disease Rating Scale [<xref ref-type="bibr" rid="ref36">36</xref>], and health-related quality of life [<xref ref-type="bibr" rid="ref35">35</xref>]. The other 3 RCTs [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref33">33</xref>], a pre-post trial [<xref ref-type="bibr" rid="ref41">41</xref>], and 1 of the pilot studies [<xref ref-type="bibr" rid="ref42">42</xref>] found significant differences (between groups or over time) for some, but not all, of the outcomes measured.</p>
        </sec>
        <sec>
          <title>Motor-Focused Program Outcomes</title>
          <p>Several of the studies examined interventions that included sessions with physiotherapists or occupational therapists combined with independent practice aimed at preventing falls or improving physical activity function [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref34">34</xref>,<xref ref-type="bibr" rid="ref41">41</xref>]. Of the 2 studies that focused specifically on fall prevention, 1 found a significantly reduced rate of falls in the intervention group compared to the control group [<xref ref-type="bibr" rid="ref30">30</xref>]. The other study (PDSAFE personalized fall prevention program) did not find a significant difference in repeated falling between groups but did observe better balance, functional strength, and fall efficacy and reduced near-falls in the intervention group compared to the control group [<xref ref-type="bibr" rid="ref31">31</xref>]. The remaining 2 studies focused on exercise; 1 found significant improvements in outcome expectations for exercise and time spent exercising and on the Unified Parkinson’s Disease Rating Scale and the Parkinson’s Disease Questionnaire-39 but not self-efficacy, outcome expectations for functional ability, depression, or timed chair rise scores [<xref ref-type="bibr" rid="ref41">41</xref>], whereas the other found a significant difference on self-perceived performance in daily activity but not perceived capacity, daily activity performance, effect of fatigue, coping skills, mood, or quality of life measures [<xref ref-type="bibr" rid="ref34">34</xref>].</p>
          <p>There were 2 studies of motor-focused interventions that used digital technology to provide self-management support [<xref ref-type="bibr" rid="ref36">36</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. These studies found that a virtual reality home-trainer stationary cycle resulted in a significant difference between intervention and control groups on the Unified Parkinson’s Disease Rating Scale in favor of the intervention [<xref ref-type="bibr" rid="ref36">36</xref>] and that a sensor-based auditory feedback device to improve stepping automaticity while dual-tasking had a significant difference for step automaticity but not for fear of falling, cognitive functioning, or self-reported gait freezing [<xref ref-type="bibr" rid="ref42">42</xref>].</p>
          <p>The remaining 2 studies of the motor-focused interventions delivered a community exercise intervention with aerobic and resistance training twice weekly, which found significant effects for 2-minute walk scores and the Unified Parkinson’s Disease Rating Scale over 12 months [<xref ref-type="bibr" rid="ref32">32</xref>], and a control intervention focused on handwriting, which found some effect on self-reported difficulty [<xref ref-type="bibr" rid="ref33">33</xref>].</p>
        </sec>
        <sec>
          <title>Mental Health Outcomes</title>
          <p>There were 2 studies that examined the impact of interventions on mental health outcomes related to Parkinson disease [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref43">43</xref>]. Both trials examined the effect of an intervention over time and found significant improvements with large effect sizes. One of the studies, which was pilot-testing a 10-week cognitive-behavioral telemedicine program (a self-help workbook combined with occasional telephone sessions), found a significant improvement in depression and anxiety over the 4-month study period [<xref ref-type="bibr" rid="ref43">43</xref>]. The other study, which evaluated a 6-week telephone-based behavioral activation intervention, found a significant, medium-to-large effect size of the intervention on apathy (<italic>d</italic>=0.77), depression (<italic>d</italic>=0.70), and quality of life (<italic>d</italic>=0.50) [<xref ref-type="bibr" rid="ref40">40</xref>].</p>
        </sec>
        <sec>
          <title>Algorithm Evaluations</title>
          <p>There were 2 studies that evaluated a classification algorithm by measuring area under the receiving operator curve (AUC) as their primary outcome. The AUC represents how well the model can differentiate between 2 conditions, with a general understanding that scores of 0.7-0.8 are acceptable, 0.8-0.9 are excellent, and 0.9 and higher are outstanding [<xref ref-type="bibr" rid="ref48">48</xref>]. The first study found AUCs of 0.88 and 0.91 for the best models [<xref ref-type="bibr" rid="ref37">37</xref>], and the other validated that the model performed similarly on data collected in clinic (AUC 0.83) as on data collected at home (AUC 0.76) [<xref ref-type="bibr" rid="ref38">38</xref>]. A third study evaluating an algorithm reported that it compared favorably to similar systems and that it could replicate clinical decisions; however, the supervised machine learning process was based on the decisions of 1 neurologist, so the algorithm had learned to replicate those decisions [<xref ref-type="bibr" rid="ref39">39</xref>]. The authors recognized this as a limitation of the study.</p>
        </sec>
        <sec>
          <title>Patient Perceptions, Acceptability, and Usability</title>
          <p>Of the 19 studies, 2 used mixed methods to examine the user perceptions of the interventions [<xref ref-type="bibr" rid="ref44">44</xref>,<xref ref-type="bibr" rid="ref45">45</xref>]. The first was a companion study to a multisite RCT of a nurse-led care management intervention for Parkinson disease [<xref ref-type="bibr" rid="ref29">29</xref>]. The study found that after the intervention, people with Parkinson disease rated their medication self-management highly and found the nurse care managers to be helpful, although some usability issues with the program were reported by participants and nurse care managers. Likewise, the nurses found the program to be helpful, the Parkinson disease specialists found the nurse care manager’s role to be helpful, and both reported seeing improvements in the self-management of people with Parkinson disease [<xref ref-type="bibr" rid="ref45">45</xref>].</p>
          <p>The other study assessed the acceptability of a wrist-worn sensor [<xref ref-type="bibr" rid="ref44">44</xref>]. Participants identified discomfort after long periods of use and problems with the strap; however, there was high compliance with wearing the sensor, and participants reported a preference for the sensor over symptom diaries [<xref ref-type="bibr" rid="ref44">44</xref>].</p>
        </sec>
        <sec>
          <title>Adherence</title>
          <p>There was 1 article [<xref ref-type="bibr" rid="ref47">47</xref>] that reported a secondary data analysis for 1 of the RCTs included in the review [<xref ref-type="bibr" rid="ref30">30</xref>]. It examined the adherence of the 70 participants in the intervention group of the study to the home-based exercise program. Patients reported completing a high percentage (79%) of the recommended number of repetitions of their exercises. Adherence varied depending on participant characteristics; specifically, older age, worse physical condition, pain, anxiety, and depression were all associated with reduced adherence to the prescribed exercises [<xref ref-type="bibr" rid="ref47">47</xref>].</p>
        </sec>
        <sec>
          <title>Cost-effectiveness</title>
          <p>Only 1 study focused on assessing cost-effectiveness [<xref ref-type="bibr" rid="ref46">46</xref>]. Cubo et al [<xref ref-type="bibr" rid="ref46">46</xref>] conducted a randomized, case-control study comparing home-based motor monitoring (using wireless motion sensors) with in-office monitoring. They reported that the home-based monitoring was cost-effective but found no significant differences between the groups for symptoms or quality of life [<xref ref-type="bibr" rid="ref46">46</xref>].</p>
        </sec>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Summary of Findings</title>
        <p>The studies included in the review varied widely in terms of the study and intervention types, the number of participants, and the outcomes assessed. Approximately two-thirds (13/19) of the studies included examined interventions that focused primarily on motor-related outcomes. Almost 40% (7/18) of the studies included were RCTs; these trials had the largest sample sizes (ranging from 105 to 474 participants) compared to the other study types (ranging from 11 to 82 participants).</p>
        <p>The RCTs also had the strongest evidence of effectiveness for their interventions, with almost two-thirds (5/8) finding significant evidence of effectiveness for their primary outcome compared to the control group, and the remaining 3 studies finding significant evidence for some of their outcome variables. However, the non-RCT studies all had at least some evidence to support their intervention, including evidence of an effect of the intervention over time, good model fit, adherence, generally positive acceptability and user perceptions, or cost-effectiveness. However, several of these studies reported limitations in their design and emphasized the need for further investigations to address unanswered questions.</p>
      </sec>
      <sec>
        <title>Limitations</title>
        <p>A limitation of this scoping review is that only 1 researcher performed the article selection, data extraction, and data analysis. The PRISMA-ScR framework was used to guide the review [<xref ref-type="bibr" rid="ref27">27</xref>] and ensure that the requirements for a scoping review were reported, but we could not prevent any potential bias due to the lack of validation from a second, independent reviewer.</p>
        <p>Another potential source of selection bias is that no manual searches were conducted in the references of any of the included articles or reviews retrieved in the initial search. Due to time constraints, this search was not feasible but increases the possibility that relevant studies may not have been included in the review.</p>
      </sec>
      <sec>
        <title>Meaning and Future Research</title>
        <p>The volume of studies retrieved during the initial search and the variety of intervention types included in the review demonstrate the breadth of research on technological support and home-based care for Parkinson disease. The research into supporting self-management for people with Parkinson disease addressed several different aspects of management: home-based symptom monitoring that aimed to improve data collection and better inform health care professionals’ care decisions; behavioral therapy that aimed to improve mental health; and independent, supervised, or community programs that aimed to increase mobility and strength, reduce the risk of falls, and improve the quality of life.</p>
        <p>In addition to the variety of the research, this review identified some trends in the interventions being developed and evaluated to support self-management in people with Parkinson disease. The most prominent trend was the focus of the interventions on motor-related monitoring and care. This was an interesting observation, because the nonmotor symptoms of Parkinson disease can have a substantial impact on disease burden and the quality of life [<xref ref-type="bibr" rid="ref49">49</xref>-<xref ref-type="bibr" rid="ref52">52</xref>]. Only 2 of the reviewed interventions focused primarily on the mental health aspects of Parkinson disease [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref43">43</xref>]. Although some (6/17) of the other studies did include an assessment of at least one nonmotor symptom as a secondary outcome (most frequently depression) [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref34">34</xref>,<xref ref-type="bibr" rid="ref36">36</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref46">46</xref>], there was a surprising lack of interventions that aimed to improve the self-management of nonmotor symptoms. Given the impact of nonmotor symptoms on people with Parkinson disease, this is an important gap that should be further investigated and addressed.</p>
        <p>Another key area for future research would be the cost-effectiveness of self-management interventions. Only 1 of the included studies examined cost-effectiveness, which also identified a lack of the resources needed to conduct high-quality, cost-effectiveness evaluations (eg, the lack of a specific “cost-of-illness” questionnaire for people with Parkinson disease) [<xref ref-type="bibr" rid="ref46">46</xref>]. This will be an important area to explore, as several of the interventions appeared to be resource-intensive, especially the interventions that involved home visits by therapists. Although there is likely to be an offset of costs if these interventions improve the quality of life, slow the deterioration of health, and reduce the need for expensive treatments, these interventions will need to be rigorously evaluated to demonstrate the potential benefit of their widespread adoption.</p>
      </sec>
      <sec>
        <title>Conclusion</title>
        <p>This scoping review aimed to examine and provide an overview of the state of the literature on self-management interventions for people with Parkinson disease. There is a large amount of research in this area, including several RCTs, that focus on a variety of types of self-management intervention. Most of the studies reported at least some evidence of effectiveness or positive effect of the intervention examined, with the best evidence of effectiveness coming from the RCTs. However, the majority of the studies reviewed focused on motor-related interventions and outcomes, with few interventions aimed at addressing the nonmotor aspects of Parkinson disease. There was also an apparent lack of consideration of the cost-effectiveness of the interventions. Further research will be needed to compare the potential health and economic benefits of implementing interventions to support self-management in people with Parkinson disease with the costs of delivering the interventions. Although some of the studies examined interventions that used digital technologies to monitor symptoms or provide feedback, many of the interventions had substantial in-person time commitments. Future investigations could compare the effectiveness of delivering interventions in person or through digital technologies to potentially improve the cost-effectiveness and availability of self-management support.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews ) checklist.</p>
        <media xlink:href="jmir_v24i8e40181_app1.docx" xlink:title="DOCX File , 108 KB"/>
      </supplementary-material>
      <supplementary-material id="app2">
        <label>Multimedia Appendix 2</label>
        <p>Search record.</p>
        <media xlink:href="jmir_v24i8e40181_app2.docx" xlink:title="DOCX File , 13 KB"/>
      </supplementary-material>
      <supplementary-material id="app3">
        <label>Multimedia Appendix 3</label>
        <p>EndNote search criteria.</p>
        <media xlink:href="jmir_v24i8e40181_app3.docx" xlink:title="DOCX File , 13 KB"/>
      </supplementary-material>
      <supplementary-material id="app4">
        <label>Multimedia Appendix 4</label>
        <p>Data extraction table.</p>
        <media xlink:href="jmir_v24i8e40181_app4.xlsx" xlink:title="XLSX File  (Microsoft Excel File), 66 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">AUC</term>
          <def>
            <p>area under the receiving operator curve</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">CP</term>
          <def>
            <p>care partner</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">MeSH</term>
          <def>
            <p>Medical Subject Headings</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">NHS</term>
          <def>
            <p>National Health Service</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">PICOS</term>
          <def>
            <p>Population, Intervention, Comparator, Outcome, and Study</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">PRISMA-ScR</term>
          <def>
            <p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb7">RCT</term>
          <def>
            <p>randomized controlled trial</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>This research was supported by funding from Parkinson’s UK Non-Drug Approaches Award (grant H-2101) and the Centre for Health Technology at the University of Plymouth. The views expressed in the paper belong to the authors and do not necessarily reflect those of Parkinson’s UK or the University of Plymouth. The funding bodies were not involved in the study design, data collection or analysis, or the writing and decision to submit the article for publication.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>MMI and EM conceived the key research questions and scope. The scoping review was executed and drafted by MMI with revisions from CC and EM.</p>
      </fn>
      <fn fn-type="conflict">
        <p>EM is the director of CM Digital Health Solutions Ltd (13570320). CC is the inventor of NMS Assist (a digital system to help people with Parkinson disease monitor and manage their nonmotor symptoms at home). CC receives salary from University Hospitals Plymouth National Health Service Trust and National Institute of Health and Care Research and has received advisory, consulting, or lecture fees from AbbVie, Bial, Scient, Orkyn, Abidetex, UCB, Pfizer, EverPharma, Lundbeck, Global Kinetics, Kyowa Kirin, Britannia, and Medscape and research funding from Parkinson’s UK, Edmond J Safra Foundation, National Institute of Health and Care Research, and Cure Parkinson's.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Yang</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Hamilton</surname>
              <given-names>JL</given-names>
            </name>
            <name name-style="western">
              <surname>Kopil</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Beck</surname>
              <given-names>JC</given-names>
            </name>
            <name name-style="western">
              <surname>Tanner</surname>
              <given-names>CM</given-names>
            </name>
            <name name-style="western">
              <surname>Albin</surname>
              <given-names>RL</given-names>
            </name>
            <name name-style="western">
              <surname>Ray Dorsey</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Dahodwala</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Cintina</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Hogan</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Thompson</surname>
              <given-names>T</given-names>
            </name>
          </person-group>
          <article-title>Current and projected future economic burden of Parkinson's disease in the U.S</article-title>
          <source>NPJ Parkinsons Dis</source>
          <year>2020</year>
          <volume>6</volume>
          <fpage>15</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.1038/s41531-020-0117-1"/>
          </comment>
          <pub-id pub-id-type="doi">10.1038/s41531-020-0117-1</pub-id>
          <pub-id pub-id-type="medline">32665974</pub-id>
          <pub-id pub-id-type="pii">117</pub-id>
          <pub-id pub-id-type="pmcid">PMC7347582</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Weir</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Samnaliev</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Kuo</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Tierney</surname>
              <given-names>TS</given-names>
            </name>
            <name name-style="western">
              <surname>Walleser Autiero</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Taylor</surname>
              <given-names>RS</given-names>
            </name>
            <name name-style="western">
              <surname>Schrag</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Short- and long-term cost and utilization of health care resources in Parkinson's disease in the UK</article-title>
          <source>Mov Disord</source>
          <year>2018</year>
          <month>07</month>
          <volume>33</volume>
          <issue>6</issue>
          <fpage>974</fpage>
          <lpage>981</lpage>
          <pub-id pub-id-type="doi">10.1002/mds.27302</pub-id>
          <pub-id pub-id-type="medline">29603405</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <nlm-citation citation-type="web">
          <article-title>The incidence and prevalence of Parkinson's in the UK: results from the Clinical Practice Research Datalink Summary report</article-title>
          <source>Parkinson's UK</source>
          <year>2018</year>
          <month>01</month>
          <access-date>2022-07-27</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.parkinsons.org.uk/sites/default/files/2018-01/CS2960%20Incidence%20and%20prevalence%20report%20branding%20summary%20report.pdf">https://www.parkinsons.org.uk/sites/default/files/2018-01/CS2960%20Incidence%20and%20prevalence%20report%20branding%20summary%20report.pdf</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <nlm-citation citation-type="web">
          <article-title>NHS Long Term Plan</article-title>
          <source>NHS</source>
          <year>2019</year>
          <month>01</month>
          <access-date>2022-07-27</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.longtermplan.nhs.uk">https://www.longtermplan.nhs.uk</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Panagioti</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Richardson</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Small</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Murray</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Rogers</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Kennedy</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Newman</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Bower</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>Self-management support interventions to reduce health care utilisation without compromising outcomes: a systematic review and meta-analysis</article-title>
          <source>BMC Health Serv Res</source>
          <year>2014</year>
          <month>08</month>
          <day>27</day>
          <volume>14</volume>
          <fpage>356</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://bmchealthservres.biomedcentral.com/articles/10.1186/1472-6963-14-356"/>
          </comment>
          <pub-id pub-id-type="doi">10.1186/1472-6963-14-356</pub-id>
          <pub-id pub-id-type="medline">25164529</pub-id>
          <pub-id pub-id-type="pii">1472-6963-14-356</pub-id>
          <pub-id pub-id-type="pmcid">PMC4177163</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref6">
        <label>6</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Feng</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Mäntymäki</surname>
              <given-names>Matti</given-names>
            </name>
            <name name-style="western">
              <surname>Dhir</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Salmela</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>How self-tracking and the quantified self promote health and well-being: systematic review</article-title>
          <source>J Med Internet Res</source>
          <year>2021</year>
          <month>09</month>
          <day>21</day>
          <volume>23</volume>
          <issue>9</issue>
          <fpage>e25171</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.jmir.org/2021/9/e25171/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/25171</pub-id>
          <pub-id pub-id-type="medline">34546176</pub-id>
          <pub-id pub-id-type="pii">v23i9e25171</pub-id>
          <pub-id pub-id-type="pmcid">PMC8493454</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref7">
        <label>7</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Hibbard</surname>
              <given-names>Judith</given-names>
            </name>
            <name name-style="western">
              <surname>Gilburt</surname>
              <given-names>Helen</given-names>
            </name>
          </person-group>
          <article-title>Supporting people to manage their health: an introduction to patient activation</article-title>
          <source>The King's Fund</source>
          <year>2014</year>
          <month>05</month>
          <access-date>2021-04-20</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.kingsfund.org.uk/sites/default/files/field/field_publication_file/supporting-people-manage-health-patient-activation-may14.pdf">https://www.kingsfund.org.uk/sites/default/files/field/field_publication_file/supporting-people-manage-health-patient-activation-may14.pdf</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref8">
        <label>8</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Kessler</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Hauteclocque</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Grimes</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Mestre</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Côtéd</surname>
              <given-names>Diane</given-names>
            </name>
            <name name-style="western">
              <surname>Liddy</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <article-title>Development of the Integrated Parkinson's Care Network (IPCN): using co-design to plan collaborative care for people with Parkinson's disease</article-title>
          <source>Qual Life Res</source>
          <year>2019</year>
          <month>05</month>
          <volume>28</volume>
          <issue>5</issue>
          <fpage>1355</fpage>
          <lpage>1364</lpage>
          <pub-id pub-id-type="doi">10.1007/s11136-018-2092-0</pub-id>
          <pub-id pub-id-type="medline">30600492</pub-id>
          <pub-id pub-id-type="pii">10.1007/s11136-018-2092-0</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref9">
        <label>9</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chaudhuri</surname>
              <given-names>KR</given-names>
            </name>
            <name name-style="western">
              <surname>Prieto-Jurcynska</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Naidu</surname>
              <given-names>Y</given-names>
            </name>
            <name name-style="western">
              <surname>Mitra</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Frades-Payo</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Tluk</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Ruessmann</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Odin</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Macphee</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Stocchi</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Ondo</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Sethi</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Schapira</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Martinez Castrillo</surname>
              <given-names>Juan Carlos</given-names>
            </name>
            <name name-style="western">
              <surname>Martinez-Martin</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>The nondeclaration of nonmotor symptoms of Parkinson's disease to health care professionals: an international study using the nonmotor symptoms questionnaire</article-title>
          <source>Mov Disord</source>
          <year>2010</year>
          <month>04</month>
          <day>30</day>
          <volume>25</volume>
          <issue>6</issue>
          <fpage>704</fpage>
          <lpage>9</lpage>
          <pub-id pub-id-type="doi">10.1002/mds.22868</pub-id>
          <pub-id pub-id-type="medline">20437539</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref10">
        <label>10</label>
        <nlm-citation citation-type="web">
          <article-title>Non-motor symptoms of Parkinson's</article-title>
          <source>Parkinson's UK</source>
          <access-date>2021-02-16</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.parkinsons.org.uk/information-and-support/non-motor-symptoms-parkinsons">https://www.parkinsons.org.uk/information-and-support/non-motor-symptoms-parkinsons</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref11">
        <label>11</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Marinus</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Zhu</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Marras</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Aarsland</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>van Hilten</surname>
              <given-names>JJ</given-names>
            </name>
          </person-group>
          <article-title>Risk factors for non-motor symptoms in Parkinson's disease</article-title>
          <source>Lancet Neurol</source>
          <year>2018</year>
          <month>06</month>
          <volume>17</volume>
          <issue>6</issue>
          <fpage>559</fpage>
          <lpage>568</lpage>
          <pub-id pub-id-type="doi">10.1016/S1474-4422(18)30127-3</pub-id>
          <pub-id pub-id-type="medline">29699914</pub-id>
          <pub-id pub-id-type="pii">S1474-4422(18)30127-3</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref12">
        <label>12</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Minar</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Dragasek</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Valkovic</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <article-title>Comorbidities in Parkinson's disease – the results from national epidemiological study cosmos</article-title>
          <source>J Neurol Sci</source>
          <year>2019</year>
          <month>10</month>
          <volume>405</volume>
          <fpage>211</fpage>
          <pub-id pub-id-type="doi">10.1016/j.jns.2019.10.1193</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref13">
        <label>13</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Findley</surname>
              <given-names>LJ</given-names>
            </name>
          </person-group>
          <article-title>The economic impact of Parkinson's disease</article-title>
          <source>Parkinsonism Relat Disord</source>
          <year>2007</year>
          <month>09</month>
          <volume>13 Suppl</volume>
          <fpage>S8</fpage>
          <lpage>S12</lpage>
          <pub-id pub-id-type="doi">10.1016/j.parkreldis.2007.06.003</pub-id>
          <pub-id pub-id-type="medline">17702630</pub-id>
          <pub-id pub-id-type="pii">S1353-8020(07)00105-8</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref14">
        <label>14</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Gumber</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Ramaswamy</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Thongchundee</surname>
              <given-names>O</given-names>
            </name>
          </person-group>
          <article-title>Effects of Parkinson's on employment, cost of care, and quality of life of people with condition and family caregivers in the UK: a systematic literature review</article-title>
          <source>Patient Relat Outcome Meas</source>
          <year>2019</year>
          <volume>10</volume>
          <fpage>321</fpage>
          <lpage>333</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://dx.doi.org/10.2147/PROM.S160843"/>
          </comment>
          <pub-id pub-id-type="doi">10.2147/PROM.S160843</pub-id>
          <pub-id pub-id-type="medline">31695537</pub-id>
          <pub-id pub-id-type="pii">160843</pub-id>
          <pub-id pub-id-type="pmcid">PMC6816078</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref15">
        <label>15</label>
        <nlm-citation citation-type="web">
          <article-title>Helping people share decision making</article-title>
          <source>The Health Foundation</source>
          <year>2012</year>
          <month>07</month>
          <access-date>2021-11-15</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.health.org.uk/publications/helping-people-share-decision-making">https://www.health.org.uk/publications/helping-people-share-decision-making</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref16">
        <label>16</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Lin</surname>
              <given-names>CE</given-names>
            </name>
            <name name-style="western">
              <surname>Wood</surname>
              <given-names>JJ</given-names>
            </name>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Volkmar</surname>
              <given-names>FR</given-names>
            </name>
          </person-group>
          <article-title>Self-management interventions</article-title>
          <source>Encyclopedia of Autism Spectrum Disorders</source>
          <year>2013</year>
          <publisher-loc>New York, NY</publisher-loc>
          <publisher-name>Springer</publisher-name>
          <fpage>2735</fpage>
          <lpage>2742</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref17">
        <label>17</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Jonkman</surname>
              <given-names>NH</given-names>
            </name>
            <name name-style="western">
              <surname>Schuurmans</surname>
              <given-names>MJ</given-names>
            </name>
            <name name-style="western">
              <surname>Jaarsma</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Shortridge-Baggett</surname>
              <given-names>LM</given-names>
            </name>
            <name name-style="western">
              <surname>Hoes</surname>
              <given-names>AW</given-names>
            </name>
            <name name-style="western">
              <surname>Trappenburg</surname>
              <given-names>JCA</given-names>
            </name>
          </person-group>
          <article-title>Self-management interventions: proposal and validation of a new operational definition</article-title>
          <source>J Clin Epidemiol</source>
          <year>2016</year>
          <month>12</month>
          <volume>80</volume>
          <fpage>34</fpage>
          <lpage>42</lpage>
          <pub-id pub-id-type="doi">10.1016/j.jclinepi.2016.08.001</pub-id>
          <pub-id pub-id-type="medline">27531245</pub-id>
          <pub-id pub-id-type="pii">S0895-4356(16)30327-4</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref18">
        <label>18</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Morgan</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Rolinski</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>McNaney</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Jones</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Rochester</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Maetzler</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Craddock</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Whone</surname>
              <given-names>AL</given-names>
            </name>
          </person-group>
          <article-title>Systematic review looking at the use of technology to measure free-living symptom and activity outcomes in Parkinson's disease in the home or a home-like environment</article-title>
          <source>J Parkinsons Dis</source>
          <year>2020</year>
          <volume>10</volume>
          <issue>2</issue>
          <fpage>429</fpage>
          <lpage>454</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32250314"/>
          </comment>
          <pub-id pub-id-type="doi">10.3233/JPD-191781</pub-id>
          <pub-id pub-id-type="medline">32250314</pub-id>
          <pub-id pub-id-type="pii">JPD191781</pub-id>
          <pub-id pub-id-type="pmcid">PMC7242826</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref19">
        <label>19</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Channa</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Popescu</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Ciobanu</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>Wearable solutions for patients with Parkinson's disease and neurocognitive disorder: a systematic review</article-title>
          <source>Sensors (Basel)</source>
          <year>2020</year>
          <month>05</month>
          <day>09</day>
          <volume>20</volume>
          <issue>9</issue>
          <fpage>2713</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.mdpi.com/resolver?pii=s20092713"/>
          </comment>
          <pub-id pub-id-type="doi">10.3390/s20092713</pub-id>
          <pub-id pub-id-type="medline">32397516</pub-id>
          <pub-id pub-id-type="pii">s20092713</pub-id>
          <pub-id pub-id-type="pmcid">PMC7249148</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref20">
        <label>20</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Deb</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Bhat</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>An</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Shill</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Ogras</surname>
              <given-names>U</given-names>
            </name>
          </person-group>
          <article-title>Trends in technology usage for Parkinson’s disease assessment: a systematic review</article-title>
          <source>medRxiv</source>
          <comment>Preprint posted online on February 04, 2021</comment>
          <pub-id pub-id-type="doi">10.1101/2021.02.01.21250939</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref21">
        <label>21</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Vaartio-Rajalin</surname>
              <given-names>Heli</given-names>
            </name>
            <name name-style="western">
              <surname>Rauhala</surname>
              <given-names>Auvo</given-names>
            </name>
            <name name-style="western">
              <surname>Fagerström</surname>
              <given-names>Lisbeth</given-names>
            </name>
          </person-group>
          <article-title>Person-centered home-based rehabilitation for persons with Parkinson's disease: a scoping review</article-title>
          <source>Int J Nurs Stud</source>
          <year>2019</year>
          <month>11</month>
          <volume>99</volume>
          <fpage>103395</fpage>
          <pub-id pub-id-type="doi">10.1016/j.ijnurstu.2019.103395</pub-id>
          <pub-id pub-id-type="medline">31525645</pub-id>
          <pub-id pub-id-type="pii">S0020-7489(19)30196-8</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref22">
        <label>22</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Tuijt</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Tan</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Armstrong</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Pigott</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Read</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Davies</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Walters</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Schrag</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Self-management components as experienced by people with Parkinson's disease and their carers: a systematic review and synthesis of the qualitative literature</article-title>
          <source>Parkinsons Dis</source>
          <year>2020</year>
          <volume>2020</volume>
          <fpage>8857385</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.1155/2020/8857385"/>
          </comment>
          <pub-id pub-id-type="doi">10.1155/2020/8857385</pub-id>
          <pub-id pub-id-type="medline">33489082</pub-id>
          <pub-id pub-id-type="pmcid">PMC7787805</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref23">
        <label>23</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Kessler</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Liddy</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <article-title>Self-management support programs for persons with Parkinson's disease: an integrative review</article-title>
          <source>Patient Educ Couns</source>
          <year>2017</year>
          <month>10</month>
          <volume>100</volume>
          <issue>10</issue>
          <fpage>1787</fpage>
          <lpage>1795</lpage>
          <pub-id pub-id-type="doi">10.1016/j.pec.2017.04.011</pub-id>
          <pub-id pub-id-type="medline">28465112</pub-id>
          <pub-id pub-id-type="pii">S0738-3991(17)30244-6</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref24">
        <label>24</label>
        <nlm-citation citation-type="web">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Kane</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Schrag</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Walters</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Pigott</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Self-management interventions in Parkinson's disease: a systematic review and meta-analysis</article-title>
          <source>PROSPERO</source>
          <year>2019</year>
          <month>04</month>
          <day>15</day>
          <access-date>2021-04-07</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42019117183">https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42019117183</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref25">
        <label>25</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Steinhubl</surname>
              <given-names>SR</given-names>
            </name>
            <name name-style="western">
              <surname>Muse</surname>
              <given-names>ED</given-names>
            </name>
            <name name-style="western">
              <surname>Topol</surname>
              <given-names>EJ</given-names>
            </name>
          </person-group>
          <article-title>The emerging field of mobile health</article-title>
          <source>Sci Transl Med</source>
          <year>2015</year>
          <month>04</month>
          <day>15</day>
          <volume>7</volume>
          <issue>283</issue>
          <fpage>283rv3</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/25877894"/>
          </comment>
          <pub-id pub-id-type="doi">10.1126/scitranslmed.aaa3487</pub-id>
          <pub-id pub-id-type="medline">25877894</pub-id>
          <pub-id pub-id-type="pii">7/283/283rv3</pub-id>
          <pub-id pub-id-type="pmcid">PMC4748838</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref26">
        <label>26</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Wannheden</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Revenäs</surname>
              <given-names>Åsa</given-names>
            </name>
          </person-group>
          <article-title>How people with Parkinson's disease and health care professionals wish to partner in care using eHealth: co-design study</article-title>
          <source>J Med Internet Res</source>
          <year>2020</year>
          <month>09</month>
          <day>21</day>
          <volume>22</volume>
          <issue>9</issue>
          <fpage>e19195</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.jmir.org/2020/9/e19195/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/19195</pub-id>
          <pub-id pub-id-type="medline">32955448</pub-id>
          <pub-id pub-id-type="pii">v22i9e19195</pub-id>
          <pub-id pub-id-type="pmcid">PMC7536604</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref27">
        <label>27</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Tricco</surname>
              <given-names>AC</given-names>
            </name>
            <name name-style="western">
              <surname>Lillie</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Zarin</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>O'Brien</surname>
              <given-names>KK</given-names>
            </name>
            <name name-style="western">
              <surname>Colquhoun</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Levac</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Moher</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Peters</surname>
              <given-names>MDJ</given-names>
            </name>
            <name name-style="western">
              <surname>Horsley</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Weeks</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Hempel</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Akl</surname>
              <given-names>EA</given-names>
            </name>
            <name name-style="western">
              <surname>Chang</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>McGowan</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Stewart</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Hartling</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Aldcroft</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Wilson</surname>
              <given-names>MG</given-names>
            </name>
            <name name-style="western">
              <surname>Garritty</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Lewin</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Godfrey</surname>
              <given-names>CM</given-names>
            </name>
            <name name-style="western">
              <surname>Macdonald</surname>
              <given-names>MT</given-names>
            </name>
            <name name-style="western">
              <surname>Langlois</surname>
              <given-names>EV</given-names>
            </name>
            <name name-style="western">
              <surname>Soares-Weiser</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Moriarty</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Clifford</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Tunçalp</surname>
              <given-names>Özge</given-names>
            </name>
            <name name-style="western">
              <surname>Straus</surname>
              <given-names>SE</given-names>
            </name>
          </person-group>
          <article-title>PRISMA Extension for Scoping Reviews (PRISMA-ScR): checklist and explanation</article-title>
          <source>Ann Intern Med</source>
          <year>2018</year>
          <month>10</month>
          <day>02</day>
          <volume>169</volume>
          <issue>7</issue>
          <fpage>467</fpage>
          <lpage>473</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.acpjournals.org/doi/abs/10.7326/M18-0850?url_ver=Z39.88-2003&#38;rfr_id=ori:rid:crossref.org&#38;rfr_dat=cr_pub%3dpubmed"/>
          </comment>
          <pub-id pub-id-type="doi">10.7326/M18-0850</pub-id>
          <pub-id pub-id-type="medline">30178033</pub-id>
          <pub-id pub-id-type="pii">2700389</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref28">
        <label>28</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chivers Seymour</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Pickering</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Rochester</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Roberts</surname>
              <given-names>HC</given-names>
            </name>
            <name name-style="western">
              <surname>Ballinger</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Hulbert</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Kunkel</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Marian</surname>
              <given-names>IR</given-names>
            </name>
            <name name-style="western">
              <surname>Fitton</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>McIntosh</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Goodwin</surname>
              <given-names>VA</given-names>
            </name>
            <name name-style="western">
              <surname>Nieuwboer</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Lamb</surname>
              <given-names>SE</given-names>
            </name>
            <name name-style="western">
              <surname>Ashburn</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Multicentre, randomised controlled trial of PDSAFE, a physiotherapist-delivered fall prevention programme for people with Parkinson's</article-title>
          <source>J Neurol Neurosurg Psychiatry</source>
          <year>2019</year>
          <month>07</month>
          <volume>90</volume>
          <issue>7</issue>
          <fpage>774</fpage>
          <lpage>782</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://jnnp.bmj.com/lookup/pmidlookup?view=long&#38;pmid=30944149"/>
          </comment>
          <pub-id pub-id-type="doi">10.1136/jnnp-2018-319448</pub-id>
          <pub-id pub-id-type="medline">30944149</pub-id>
          <pub-id pub-id-type="pii">jnnp-2018-319448</pub-id>
          <pub-id pub-id-type="pmcid">PMC6585265</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref29">
        <label>29</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Connor</surname>
              <given-names>KI</given-names>
            </name>
            <name name-style="western">
              <surname>Cheng</surname>
              <given-names>EM</given-names>
            </name>
            <name name-style="western">
              <surname>Barry</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Siebens</surname>
              <given-names>HC</given-names>
            </name>
            <name name-style="western">
              <surname>Lee</surname>
              <given-names>ML</given-names>
            </name>
            <name name-style="western">
              <surname>Ganz</surname>
              <given-names>DA</given-names>
            </name>
            <name name-style="western">
              <surname>Mittman</surname>
              <given-names>BS</given-names>
            </name>
            <name name-style="western">
              <surname>Connor</surname>
              <given-names>MK</given-names>
            </name>
            <name name-style="western">
              <surname>Edwards</surname>
              <given-names>LK</given-names>
            </name>
            <name name-style="western">
              <surname>McGowan</surname>
              <given-names>MG</given-names>
            </name>
            <name name-style="western">
              <surname>Vickrey</surname>
              <given-names>BG</given-names>
            </name>
          </person-group>
          <article-title>Randomized trial of care management to improve Parkinson disease care quality</article-title>
          <source>Neurology</source>
          <year>2019</year>
          <month>04</month>
          <day>16</day>
          <volume>92</volume>
          <issue>16</issue>
          <fpage>e1831</fpage>
          <lpage>e1842</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/30902908"/>
          </comment>
          <pub-id pub-id-type="doi">10.1212/WNL.0000000000007324</pub-id>
          <pub-id pub-id-type="medline">30902908</pub-id>
          <pub-id pub-id-type="pii">WNL.0000000000007324</pub-id>
          <pub-id pub-id-type="pmcid">PMC6550506</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref30">
        <label>30</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ashburn</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Fazakarley</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Ballinger</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Pickering</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>McLellan</surname>
              <given-names>LD</given-names>
            </name>
            <name name-style="western">
              <surname>Fitton</surname>
              <given-names>C</given-names>
            </name>
          </person-group>
          <article-title>A randomised controlled trial of a home based exercise programme to reduce the risk of falling among people with Parkinson's disease</article-title>
          <source>J Neurol Neurosurg Psychiatry</source>
          <year>2007</year>
          <month>07</month>
          <volume>78</volume>
          <issue>7</issue>
          <fpage>678</fpage>
          <lpage>84</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/17119004"/>
          </comment>
          <pub-id pub-id-type="doi">10.1136/jnnp.2006.099333</pub-id>
          <pub-id pub-id-type="medline">17119004</pub-id>
          <pub-id pub-id-type="pii">jnnp.2006.099333</pub-id>
          <pub-id pub-id-type="pmcid">PMC2117667</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref31">
        <label>31</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ashburn</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Pickering</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>McIntosh</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Hulbert</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Rochester</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Roberts</surname>
              <given-names>HC</given-names>
            </name>
            <name name-style="western">
              <surname>Nieuwboer</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Kunkel</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Goodwin</surname>
              <given-names>VA</given-names>
            </name>
            <name name-style="western">
              <surname>Lamb</surname>
              <given-names>SE</given-names>
            </name>
            <name name-style="western">
              <surname>Ballinger</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Seymour</surname>
              <given-names>KC</given-names>
            </name>
          </person-group>
          <article-title>Exercise- and strategy-based physiotherapy-delivered intervention for preventing repeat falls in people with Parkinson's: the PDSAFE RCT</article-title>
          <source>Health Technol Assess</source>
          <year>2019</year>
          <month>07</month>
          <volume>23</volume>
          <issue>36</issue>
          <fpage>1</fpage>
          <lpage>150</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.3310/hta23360"/>
          </comment>
          <pub-id pub-id-type="doi">10.3310/hta23360</pub-id>
          <pub-id pub-id-type="medline">31339100</pub-id>
          <pub-id pub-id-type="pmcid">PMC6680369</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref32">
        <label>32</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Collett</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Franssen</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Meaney</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Wade</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Izadi</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Tims</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Winward</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Bogdanovic</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Farmer</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Dawes</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Phase II randomised controlled trial of a 6-month self-managed community exercise programme for people with Parkinson's disease</article-title>
          <source>J Neurol Neurosurg Psychiatry</source>
          <year>2017</year>
          <month>03</month>
          <volume>88</volume>
          <issue>3</issue>
          <fpage>204</fpage>
          <lpage>211</lpage>
          <pub-id pub-id-type="doi">10.1136/jnnp-2016-314508</pub-id>
          <pub-id pub-id-type="medline">27837101</pub-id>
          <pub-id pub-id-type="pii">jnnp-2016-314508</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref33">
        <label>33</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Collett</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Franssen</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Winward</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Izadi</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Meaney</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Mahmoud</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Bogdanovic</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Tims</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Wade</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Dawes</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>A long-term self-managed handwriting intervention for people with Parkinson's disease: results from the control group of a phase II randomized controlled trial</article-title>
          <source>Clin Rehabil</source>
          <year>2017</year>
          <month>12</month>
          <volume>31</volume>
          <issue>12</issue>
          <fpage>1636</fpage>
          <lpage>1645</lpage>
          <pub-id pub-id-type="doi">10.1177/0269215517711232</pub-id>
          <pub-id pub-id-type="medline">28547999</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref34">
        <label>34</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Sturkenboom</surname>
              <given-names>IHWM</given-names>
            </name>
            <name name-style="western">
              <surname>Graff</surname>
              <given-names>MJL</given-names>
            </name>
            <name name-style="western">
              <surname>Hendriks</surname>
              <given-names>JCM</given-names>
            </name>
            <name name-style="western">
              <surname>Veenhuizen</surname>
              <given-names>Y</given-names>
            </name>
            <name name-style="western">
              <surname>Munneke</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Bloem</surname>
              <given-names>BR</given-names>
            </name>
            <name name-style="western">
              <surname>Nijhuis-van der Sanden</surname>
              <given-names>MW</given-names>
            </name>
            <collab>OTiP study group</collab>
          </person-group>
          <article-title>Efficacy of occupational therapy for patients with Parkinson's disease: a randomised controlled trial</article-title>
          <source>Lancet Neurol</source>
          <year>2014</year>
          <month>06</month>
          <volume>13</volume>
          <issue>6</issue>
          <fpage>557</fpage>
          <lpage>66</lpage>
          <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70055-9</pub-id>
          <pub-id pub-id-type="medline">24726066</pub-id>
          <pub-id pub-id-type="pii">S1474-4422(14)70055-9</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref35">
        <label>35</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Tickle-Degnen</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Ellis</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Saint-Hilaire</surname>
              <given-names>MH</given-names>
            </name>
            <name name-style="western">
              <surname>Thomas</surname>
              <given-names>CA</given-names>
            </name>
            <name name-style="western">
              <surname>Wagenaar</surname>
              <given-names>RC</given-names>
            </name>
          </person-group>
          <article-title>Self-management rehabilitation and health-related quality of life in Parkinson's disease: a randomized controlled trial</article-title>
          <source>Mov Disord</source>
          <year>2010</year>
          <month>01</month>
          <day>30</day>
          <volume>25</volume>
          <issue>2</issue>
          <fpage>194</fpage>
          <lpage>204</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/20077478"/>
          </comment>
          <pub-id pub-id-type="doi">10.1002/mds.22940</pub-id>
          <pub-id pub-id-type="medline">20077478</pub-id>
          <pub-id pub-id-type="pmcid">PMC2831132</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref36">
        <label>36</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>van der Kolk</surname>
              <given-names>NM</given-names>
            </name>
            <name name-style="western">
              <surname>de Vries</surname>
              <given-names>NM</given-names>
            </name>
            <name name-style="western">
              <surname>Kessels</surname>
              <given-names>RPC</given-names>
            </name>
            <name name-style="western">
              <surname>Joosten</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Zwinderman</surname>
              <given-names>AH</given-names>
            </name>
            <name name-style="western">
              <surname>Post</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Bloem</surname>
              <given-names>BR</given-names>
            </name>
          </person-group>
          <article-title>Effectiveness of home-based and remotely supervised aerobic exercise in Parkinson's disease: a double-blind, randomised controlled trial</article-title>
          <source>Lancet Neurol</source>
          <year>2019</year>
          <month>11</month>
          <volume>18</volume>
          <issue>11</issue>
          <fpage>998</fpage>
          <lpage>1008</lpage>
          <pub-id pub-id-type="doi">10.1016/S1474-4422(19)30285-6</pub-id>
          <pub-id pub-id-type="medline">31521532</pub-id>
          <pub-id pub-id-type="pii">S1474-4422(19)30285-6</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref37">
        <label>37</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arroyo-Gallego</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Ledesma-Carbayo</surname>
              <given-names>MJ</given-names>
            </name>
            <name name-style="western">
              <surname>Sanchez-Ferro</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Butterworth</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Mendoza</surname>
              <given-names>CS</given-names>
            </name>
            <name name-style="western">
              <surname>Matarazzo</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Montero</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Lopez-Blanco</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Puertas-Martin</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Trincado</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Giancardo</surname>
              <given-names>L</given-names>
            </name>
          </person-group>
          <article-title>Detection of motor impairment in Parkinson's disease via mobile touchscreen typing</article-title>
          <source>IEEE Trans Biomed Eng</source>
          <year>2017</year>
          <month>9</month>
          <volume>64</volume>
          <issue>9</issue>
          <fpage>1994</fpage>
          <lpage>2002</lpage>
          <pub-id pub-id-type="doi">10.1109/tbme.2017.2664802</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref38">
        <label>38</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Arroyo-Gallego</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Ledesma-Carbayo</surname>
              <given-names>MJ</given-names>
            </name>
            <name name-style="western">
              <surname>Butterworth</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Matarazzo</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Montero-Escribano</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Puertas-Martín</surname>
              <given-names>Verónica</given-names>
            </name>
            <name name-style="western">
              <surname>Gray</surname>
              <given-names>ML</given-names>
            </name>
            <name name-style="western">
              <surname>Giancardo</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Sánchez-Ferro</surname>
              <given-names>Álvaro</given-names>
            </name>
          </person-group>
          <article-title>Detecting motor impairment in early Parkinson's disease via natural typing interaction with keyboards: validation of the neuroQWERTY approach in an uncontrolled at-home setting</article-title>
          <source>J Med Internet Res</source>
          <year>2018</year>
          <month>03</month>
          <day>26</day>
          <volume>20</volume>
          <issue>3</issue>
          <fpage>e89</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.jmir.org/2018/3/e89/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/jmir.9462</pub-id>
          <pub-id pub-id-type="medline">29581092</pub-id>
          <pub-id pub-id-type="pii">v20i3e89</pub-id>
          <pub-id pub-id-type="pmcid">PMC5891671</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref39">
        <label>39</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ferraris</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Nerino</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Chimienti</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Pettiti</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Cau</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Cimolin</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Azzaro</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Albani</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Priano</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Mauro</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>A self-managed system for automated assessment of UPDRS upper limb tasks in Parkinson's disease</article-title>
          <source>Sensors (Basel)</source>
          <year>2018</year>
          <month>10</month>
          <day>18</day>
          <volume>18</volume>
          <issue>10</issue>
          <fpage>3523</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.mdpi.com/resolver?pii=s18103523"/>
          </comment>
          <pub-id pub-id-type="doi">10.3390/s18103523</pub-id>
          <pub-id pub-id-type="medline">30340420</pub-id>
          <pub-id pub-id-type="pii">s18103523</pub-id>
          <pub-id pub-id-type="pmcid">PMC6210162</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref40">
        <label>40</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Butterfield</surname>
              <given-names>LC</given-names>
            </name>
            <name name-style="western">
              <surname>Cimino</surname>
              <given-names>CR</given-names>
            </name>
            <name name-style="western">
              <surname>Salazar</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Sanchez-Ramos</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Bowers</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Okun</surname>
              <given-names>MS</given-names>
            </name>
          </person-group>
          <article-title>The Parkinson's Active Living (PAL) program</article-title>
          <source>J Geriatr Psychiatry Neurol</source>
          <year>2017</year>
          <month>01</month>
          <volume>30</volume>
          <issue>1</issue>
          <fpage>11</fpage>
          <lpage>25</lpage>
          <pub-id pub-id-type="doi">10.1177/0891988716673467</pub-id>
          <pub-id pub-id-type="medline">28248557</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref41">
        <label>41</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Pretzer-Aboff</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Galik</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Resnick</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>Feasibility and impact of a function focused care intervention for Parkinson's disease in the community</article-title>
          <source>Nurs Res</source>
          <year>2011</year>
          <volume>60</volume>
          <issue>4</issue>
          <fpage>276</fpage>
          <lpage>83</lpage>
          <pub-id pub-id-type="doi">10.1097/NNR.0b013e318221bb0f</pub-id>
          <pub-id pub-id-type="medline">21691241</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref42">
        <label>42</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chomiak</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Watts</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Meyer</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Pereira</surname>
              <given-names>FV</given-names>
            </name>
            <name name-style="western">
              <surname>Hu</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>A training approach to improve stepping automaticity while dual-tasking in Parkinson's disease: a prospective pilot study</article-title>
          <source>Medicine (Baltimore)</source>
          <year>2017</year>
          <month>02</month>
          <volume>96</volume>
          <issue>5</issue>
          <fpage>e5934</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.1097/MD.0000000000005934"/>
          </comment>
          <pub-id pub-id-type="doi">10.1097/MD.0000000000005934</pub-id>
          <pub-id pub-id-type="medline">28151878</pub-id>
          <pub-id pub-id-type="pii">00005792-201702030-00032</pub-id>
          <pub-id pub-id-type="pmcid">PMC5293441</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref43">
        <label>43</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Dobkin</surname>
              <given-names>RD</given-names>
            </name>
            <name name-style="western">
              <surname>Interian</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Durland</surname>
              <given-names>JL</given-names>
            </name>
            <name name-style="western">
              <surname>Gara</surname>
              <given-names>MA</given-names>
            </name>
            <name name-style="western">
              <surname>Menza</surname>
              <given-names>MA</given-names>
            </name>
          </person-group>
          <article-title>Personalized telemedicine for depression in Parkinson's disease: a pilot trial</article-title>
          <source>J Geriatr Psychiatry Neurol</source>
          <year>2018</year>
          <month>07</month>
          <volume>31</volume>
          <issue>4</issue>
          <fpage>171</fpage>
          <lpage>176</lpage>
          <pub-id pub-id-type="doi">10.1177/0891988718783274</pub-id>
          <pub-id pub-id-type="medline">29945467</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref44">
        <label>44</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Fisher</surname>
              <given-names>JM</given-names>
            </name>
            <name name-style="western">
              <surname>Hammerla</surname>
              <given-names>NY</given-names>
            </name>
            <name name-style="western">
              <surname>Rochester</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Andras</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Walker</surname>
              <given-names>RW</given-names>
            </name>
          </person-group>
          <article-title>Body-worn sensors in Parkinson's disease: evaluating their acceptability to patients</article-title>
          <source>Telemed J E Health</source>
          <year>2016</year>
          <month>01</month>
          <volume>22</volume>
          <issue>1</issue>
          <fpage>63</fpage>
          <lpage>9</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/26186307"/>
          </comment>
          <pub-id pub-id-type="doi">10.1089/tmj.2015.0026</pub-id>
          <pub-id pub-id-type="medline">26186307</pub-id>
          <pub-id pub-id-type="pmcid">PMC4739122</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref45">
        <label>45</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Connor</surname>
              <given-names>KI</given-names>
            </name>
            <name name-style="western">
              <surname>Siebens</surname>
              <given-names>HC</given-names>
            </name>
            <name name-style="western">
              <surname>Mittman</surname>
              <given-names>BS</given-names>
            </name>
            <name name-style="western">
              <surname>McNeese-Smith</surname>
              <given-names>DK</given-names>
            </name>
            <name name-style="western">
              <surname>Ganz</surname>
              <given-names>DA</given-names>
            </name>
            <name name-style="western">
              <surname>Barry</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Edwards</surname>
              <given-names>LK</given-names>
            </name>
            <name name-style="western">
              <surname>McGowan</surname>
              <given-names>MG</given-names>
            </name>
            <name name-style="western">
              <surname>Cheng</surname>
              <given-names>EM</given-names>
            </name>
            <name name-style="western">
              <surname>Vickrey</surname>
              <given-names>BG</given-names>
            </name>
          </person-group>
          <article-title>Stakeholder perceptions of components of a Parkinson disease care management intervention, care coordination for health promotion and activities in Parkinson's disease (CHAPS)</article-title>
          <source>BMC Neurol</source>
          <year>2020</year>
          <month>12</month>
          <day>02</day>
          <volume>20</volume>
          <issue>1</issue>
          <fpage>437</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://bmcneurol.biomedcentral.com/articles/10.1186/s12883-020-02011-9"/>
          </comment>
          <pub-id pub-id-type="doi">10.1186/s12883-020-02011-9</pub-id>
          <pub-id pub-id-type="medline">33267827</pub-id>
          <pub-id pub-id-type="pii">10.1186/s12883-020-02011-9</pub-id>
          <pub-id pub-id-type="pmcid">PMC7708498</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref46">
        <label>46</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Cubo</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Mariscal</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Solano</surname>
              <given-names>B</given-names>
            </name>
            <name name-style="western">
              <surname>Becerra</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Armesto</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Calvo</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Arribas</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Seco</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Martinez</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Zorrilla</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Heldman</surname>
              <given-names>D</given-names>
            </name>
          </person-group>
          <article-title>Prospective study on cost-effectiveness of home-based motor assessment in Parkinson's disease</article-title>
          <source>J Telemed Telecare</source>
          <year>2017</year>
          <month>02</month>
          <volume>23</volume>
          <issue>2</issue>
          <fpage>328</fpage>
          <lpage>338</lpage>
          <pub-id pub-id-type="doi">10.1177/1357633X16638971</pub-id>
          <pub-id pub-id-type="medline">27000142</pub-id>
          <pub-id pub-id-type="pii">1357633X16638971</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref47">
        <label>47</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Pickering</surname>
              <given-names>RM</given-names>
            </name>
            <name name-style="western">
              <surname>Fitton</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Ballinger</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Fazakarley</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Ashburn</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Self reported adherence to a home-based exercise programme among people with Parkinson's disease</article-title>
          <source>Parkinsonism Relat Disord</source>
          <year>2013</year>
          <month>01</month>
          <volume>19</volume>
          <issue>1</issue>
          <fpage>66</fpage>
          <lpage>71</lpage>
          <pub-id pub-id-type="doi">10.1016/j.parkreldis.2012.07.006</pub-id>
          <pub-id pub-id-type="medline">22878222</pub-id>
          <pub-id pub-id-type="pii">S1353-8020(12)00289-1</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref48">
        <label>48</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Mandrekar</surname>
              <given-names>JN</given-names>
            </name>
          </person-group>
          <article-title>Receiver operating characteristic curve in diagnostic test assessment</article-title>
          <source>J Thorac Oncol</source>
          <year>2010</year>
          <month>09</month>
          <volume>5</volume>
          <issue>9</issue>
          <fpage>1315</fpage>
          <lpage>6</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://linkinghub.elsevier.com/retrieve/pii/S1556-0864(15)30604-3"/>
          </comment>
          <pub-id pub-id-type="doi">10.1097/JTO.0b013e3181ec173d</pub-id>
          <pub-id pub-id-type="medline">20736804</pub-id>
          <pub-id pub-id-type="pii">S1556-0864(15)30604-3</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref49">
        <label>49</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Todorova</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Jenner</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Ray Chaudhuri</surname>
              <given-names>K</given-names>
            </name>
          </person-group>
          <article-title>Non-motor Parkinson's: integral to motor Parkinson's, yet often neglected</article-title>
          <source>Pract Neurol</source>
          <year>2014</year>
          <month>10</month>
          <volume>14</volume>
          <issue>5</issue>
          <fpage>310</fpage>
          <lpage>22</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://pn.bmj.com/lookup/pmidlookup?view=long&#38;pmid=24699931"/>
          </comment>
          <pub-id pub-id-type="doi">10.1136/practneurol-2013-000741</pub-id>
          <pub-id pub-id-type="medline">24699931</pub-id>
          <pub-id pub-id-type="pii">practneurol-2013-000741</pub-id>
          <pub-id pub-id-type="pmcid">PMC4174166</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref50">
        <label>50</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Hermanowicz</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Jones</surname>
              <given-names>SA</given-names>
            </name>
            <name name-style="western">
              <surname>Hauser</surname>
              <given-names>RA</given-names>
            </name>
          </person-group>
          <article-title>Impact of non-motor symptoms in Parkinson's disease: a PMDAlliance survey</article-title>
          <source>Neuropsychiatr Dis Treat</source>
          <year>2019</year>
          <volume>15</volume>
          <fpage>2205</fpage>
          <lpage>2212</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://dx.doi.org/10.2147/NDT.S213917"/>
          </comment>
          <pub-id pub-id-type="doi">10.2147/NDT.S213917</pub-id>
          <pub-id pub-id-type="medline">31496703</pub-id>
          <pub-id pub-id-type="pii">213917</pub-id>
          <pub-id pub-id-type="pmcid">PMC6689087</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref51">
        <label>51</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Gökçal</surname>
              <given-names>Elif</given-names>
            </name>
            <name name-style="western">
              <surname>Gür</surname>
              <given-names>Veysel Eren</given-names>
            </name>
            <name name-style="western">
              <surname>Selvitop</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Babacan Yildiz</surname>
              <given-names>G</given-names>
            </name>
            <name name-style="western">
              <surname>Asil</surname>
              <given-names>T</given-names>
            </name>
          </person-group>
          <article-title>Motor and non-motor symptoms in Parkinson's disease: effects on quality of life</article-title>
          <source>Noro Psikiyatr Ars</source>
          <year>2017</year>
          <month>06</month>
          <volume>54</volume>
          <issue>2</issue>
          <fpage>143</fpage>
          <lpage>148</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/28680312"/>
          </comment>
          <pub-id pub-id-type="doi">10.5152/npa.2016.12758</pub-id>
          <pub-id pub-id-type="medline">28680312</pub-id>
          <pub-id pub-id-type="pii">npa-54-2-143</pub-id>
          <pub-id pub-id-type="pmcid">PMC5491664</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref52">
        <label>52</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Pfeiffer</surname>
              <given-names>RF</given-names>
            </name>
          </person-group>
          <article-title>Non-motor symptoms in Parkinson's disease</article-title>
          <source>Parkinsonism Relat Disord</source>
          <year>2016</year>
          <month>01</month>
          <volume>22 Suppl 1</volume>
          <fpage>S119</fpage>
          <lpage>22</lpage>
          <pub-id pub-id-type="doi">10.1016/j.parkreldis.2015.09.004</pub-id>
          <pub-id pub-id-type="medline">26372623</pub-id>
          <pub-id pub-id-type="pii">S1353-8020(15)00379-X</pub-id>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
