<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="methods-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2026.1752073</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Study Protocol</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The SENSS (Stress, Exercise, Nutrition, Sleep, Self-management) study: study protocol for a randomized controlled trial to evaluate an integrated, personalized and stepped care lifestyle approach for people with Parkinson&#x2019;s disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gaveel</surname>
<given-names>Ties J.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3285036"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Postma</surname>
<given-names>Elbrich M.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bloem</surname>
<given-names>Bastiaan R.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Darweesh</surname>
<given-names>Sirwan K. L.</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/864612"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Munneke</surname>
<given-names>Marten</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1233743"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Overbeek</surname>
<given-names>Karin</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Helmich</surname>
<given-names>Rick</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/504960"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zeevat</surname>
<given-names>Florian</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3346844"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zijlstra</surname>
<given-names>Meine</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3348674"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Boersma</surname>
<given-names>Cornelis</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/854021"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Overeem</surname>
<given-names>Sebastiaan</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pijpers</surname>
<given-names>Angelique</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jakimowicz</surname>
<given-names>Caroline</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van Gilst</surname>
<given-names>Merel M.</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1265975"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Speckens</surname>
<given-names>Anne E. M.</given-names>
</name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/68882"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Th&#x00E9;</surname>
<given-names>Regina</given-names>
</name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Manhoudt</surname>
<given-names>Gert</given-names>
</name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>van der Wel</surname>
<given-names>Annemiek</given-names>
</name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Duits</surname>
<given-names>Annelien A.</given-names>
</name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Vries</surname>
<given-names>Nienke M.</given-names>
</name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Radboud University Medical Center, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Donders Institute for Brain, Cognition and Behaviour</institution>, <city>Nijmegen</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff2"><label>2</label><institution>Health-Ecore</institution>, <city>Zeist</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Health Sciences, University Medical Center Groningen, University of Groningen</institution>, <city>Groningen</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Management Sciences, Open University</institution>, <city>Heerlen</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff5"><label>5</label><institution>Sleep Medicine Center Kempenhaeghe</institution>, <city>Heeze</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff6"><label>6</label><institution>Biomedical Diagnostics Lab, Department of Electrical Engineering, Eindhoven University of Technology</institution>, <city>Eindhoven</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff7"><label>7</label><institution>Radboud University Medical Center, Department of Psychiatry, Center of Expertise for Mindfulness, Donders Institute for Brain, Cognition and Behaviour</institution>, <city>Nijmegen</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff8"><label>8</label><institution>Development and Implementation of Decision Aids, ZorgKeuzeLab</institution>, <city>Delft</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff9"><label>9</label><institution>Patient Research Council, Dutch Parkinson Association</institution>, <city>Utrecht</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff10"><label>10</label><institution>Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Maastricht University</institution>, <city>Maastricht</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff11"><label>11</label><institution>Department of Medical Psychology, Maastricht University Medical Center</institution>, <city>Maastricht</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff12"><label>12</label><institution>Department of Medical Psychology, Radboud University Medical Center</institution>, <city>Nijmegen</city>, <country country="nl">Netherlands</country></aff>
<aff id="aff13"><label>13</label><institution>Department of Human Movement Science, University Medical Center Groningen, University of Groningen</institution>, <city>Groningen</city>, <country country="nl">Netherlands</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Ties J. Gaveel, <email xlink:href="mailto:Ties.gaveel@radboudumc.nl">Ties.gaveel@radboudumc.nl</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-03">
<day>03</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1752073</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>03</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Gaveel, Postma, Bloem, Darweesh, Munneke, Overbeek, Helmich, Zeevat, Zijlstra, Boersma, Overeem, Pijpers, Jakimowicz, van Gilst, Speckens, Th&#x00E9;, Manhoudt, van der Wel, Duits and de Vries.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Gaveel, Postma, Bloem, Darweesh, Munneke, Overbeek, Helmich, Zeevat, Zijlstra, Boersma, Overeem, Pijpers, Jakimowicz, van Gilst, Speckens, Th&#x00E9;, Manhoudt, van der Wel, Duits and de Vries</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-03">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Lifestyle interventions have potential to support people with Parkinson&#x2019;s disease (PD) in self-managing their disease and improving quality of life. Growing evidence suggests positive effects of singular lifestyle interventions, such as physical activity, stress or nutrition. However, several challenges remain. First, despite potential additive and perhaps even synergistic effects, research on combining lifestyle interventions is limited. Second, lifestyle interventions are not routinely addressed as part of standard medical care. Finally, there are significant challenges related to changing behavior and adherence to lifestyle interventions. This study aims to evaluate the effectiveness and cost-effectiveness of an integrated, personalized and stepped care lifestyle approach for people with PD.</p>
</sec>
<sec>
<title>Methods</title>
<p>We will perform a 12-month single-blind randomized controlled trial. We aim to include 256 people with PD, randomized in a 1:1 ratio into a control and intervention group. Both groups receive a clinical assessment with a lifestyle coach and can partake in usual care. The intervention group receives an additional lifestyle intervention, consisting of guidance and interventions on different lifestyle domains: stress, exercise, nutrition, sleep and self-management (the SENSS approach). This intervention is offered remotely according to a stepped care model to personalize the intervention to the participants&#x2019; needs and abilities. The primary endpoint is the between-group difference in quality of life at 12&#x202F;months (Parkinson&#x2019;s Disease Questionnaire-39). Secondary endpoints include between-group differences in PD symptoms, health-related outcomes, self-management and personal goals. Cost-effectiveness and the experiences of participants and healthcare professionals will also be explored.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This study evaluates the effectiveness of an integrated personalized lifestyle intervention for people with PD on both clinical and socio-economic outcomes. We expect this intervention to improve quality of life and self-management of people with PD, without increasing healthcare costs. We also expect to offer valuable insights into how such an intervention can be integrated into current daily care for people with PD.</p>
</sec>
<sec>
<title>Clinical trial registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://ClinicalTrials.gov">ClinicalTrials.gov</ext-link>, identifier NCT06669455.</p>
</sec>
</abstract>
<kwd-group>
<kwd>exercise</kwd>
<kwd>lifestyle</kwd>
<kwd>nutrition</kwd>
<kwd>Parkinson&#x2019;s disease</kwd>
<kwd>personalized</kwd>
<kwd>self-management</kwd>
<kwd>sleep</kwd>
<kwd>stress</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>ZonMw</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100001826</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp1">10930012310020</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The SENSS study is funded by ZonMw (The Netherlands Organisation for Health Research and Development; Grant Number 10930012310020). ZonMw will be informed during the study period. The research proposal was peer-reviewed by the funder.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="87"/>
<page-count count="14"/>
<word-count count="11874"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Movement Disorders</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<sec id="sec2">
<label>1.1</label>
<title>Background and rationale</title>
<p>Parkinson&#x2019;s disease (PD) is one of the most common neurological disorders, with a prevalence of almost 12 million people worldwide (<xref ref-type="bibr" rid="ref1">1</xref>). People with PD often experience both motor and non-motor symptoms, which greatly impact their quality of life (QoL) (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). Currently, there is no cure for PD. Medical management, including medication or deep brain surgery, can provide symptomatic relief, but this is often insufficient to alleviate all symptoms (<xref ref-type="bibr" rid="ref4">4</xref>). In addition, the responsiveness to dopaminergic medication differs between individuals and across symptoms, and the effects wear off over time (<xref ref-type="bibr" rid="ref5">5</xref>). Therefore, lifestyle interventions are increasingly recognized as a valuable additional way to support people with PD (<xref ref-type="bibr" rid="ref6">6</xref>).</p>
<p>Lifestyle includes six pillars: physical activity, nutrition, stress management, restorative sleep, social connection and risky substance avoidance (<xref ref-type="bibr" rid="ref7">7</xref>). Among these, physical activity, optimal nutrition, stress management and sleep have received most attention in research and clinical practice. Exercise attenuates motor- and non-motor symptoms and increases QoL, and may perhaps affect disease progression (<xref ref-type="bibr" rid="ref8 ref9 ref10">8&#x2013;10</xref>). There is also growing excitement about the potential role of other lifestyle interventions. Dietary interventions can have multiple benefits. For example, optimal fluid and fiber intake may reduce constipation and thereby increase medication effectiveness (<xref ref-type="bibr" rid="ref11">11</xref>). In addition, a well-balanced intake of proteins and dopaminergic medication is important: proteins can compete with dopaminergic medication by causing malabsorption in the gut and brain, thus limiting its efficacy (<xref ref-type="bibr" rid="ref12">12</xref>). At the same time, proteins are essential for body composition and muscle preservation. A lack of protein consumption may cause malnutrition and underweight (<xref ref-type="bibr" rid="ref13">13</xref>). Underweight is a well-known indicator of negative health outcomes and also increases the risk of mortality (<xref ref-type="bibr" rid="ref14">14</xref>). Another important factor related to nutrition is the gut microbiome, which plays a role in the pathophysiology of PD by impacting on, e.g., mitochondrial functioning, inflammation and immune responses (<xref ref-type="bibr" rid="ref13">13</xref>). Although the evidence from robust clinical trials remains limited, there is enough reason to motivate people with PD to adhere to a healthy diet with adequate intake of macronutrients as suggested by organizations such as the World Health Organization (WHO) (<xref ref-type="bibr" rid="ref15">15</xref>). The other lifestyle domains have been studied less well. However, emerging evidence shows that stress-reducing interventions, such as mind&#x2013;body exercises and mindfulness-based interventions (MBIs), can reduce, e.g., anxiety and depression for people with PD, thus improving QoL (<xref ref-type="bibr" rid="ref16 ref17 ref18 ref19">16&#x2013;19</xref>). Moreover, positive effects of sleep hygiene education in people with PD with sleep disturbances have been found (<xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>).</p>
<p>So far, no studies have investigated the effects of interventions including multiple lifestyle domains in people with PD. While all domains are expected to have positive effects in isolation, they may even have a larger, additive and perhaps even synergistic effect when delivered in combination (<xref ref-type="bibr" rid="ref6">6</xref>). Moreover, no studies have evaluated the cost-effectiveness of offering lifestyle interventions in PD.</p>
<p>In the absence of robust studies on effectiveness and cost-effectiveness, lifestyle interventions are currently not routinely offered as part of standard medical care. Consequently, people with PD receive hardly any guidance related to lifestyle changes. Based on interviews and our own clinical experience, we identified that many healthcare professionals in the Netherlands are not trained to provide lifestyle information or to offer personalized coaching (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref23">23</xref>). Lifestyle coaches have the potential to play a role as a central coordinator of lifestyle interventions with expertise on all lifestyle domains and capable of coaching toward behavioral change (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). The potential of lifestyle coaches has been shown in other chronic conditions (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Of note, changing lifestyle behavior is an enormous challenge for people with PD, especially when one needs to sustainably change multiple lifestyle aspects (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>). Therefore, a personalized approach, taking into account potential barriers related to lifestyle behavior is needed.</p>
<p>Motivated by these considerations, we here propose to combine different lifestyle domains into one approach as part of a personalized and stepped care lifestyle intervention. This approach, called the SENSS approach (stress, exercise, nutrition, sleep and self-management), is based on a combination of previous pilot initiatives (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32">28&#x2013;32</xref>). A stepped care approach, with limited guidance when possible but with access to more intensive treatment when necessary, will deliver personalized care without further straining an already overburdened healthcare system. We expect that such a stepped care approach minimizes the extra costs for providing lifestyle guidance, yet lead to benefits of a healthy lifestyle. We expect this approach to be associated with a reduction of (long-term) healthcare costs, an increased productivity of people with PD and their caregivers and an improved QoL.</p>
</sec>
<sec id="sec3">
<label>1.2</label>
<title>Objectives</title>
<p>Our primary objective is to evaluate the effect of the SENSS approach on QoL in people with PD. Our secondary objective is to evaluate the effects of SENSS on PD motor- and non-motor symptoms, self-management, overall health and attaining personal lifestyle goals. A third objective is to analyze the costs and (socio-)economic impact of SENSS compared to current usual care. Our fourth objective is to evaluate the experiences of participants, lifestyle coaches and healthcare professionals with the SENSS approach.</p>
<p><xref ref-type="fig" rid="fig1">Figure 1</xref> provides an overview of the key elements of the SENSS intervention and the expected outcomes.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Logic model SENSS.</p>
</caption>
<graphic xlink:href="fneur-17-1752073-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Logic model diagram presents columns for Inputs/Resources, Activities, Outputs, Short-term Outcomes, Mid-/Long-term Outcomes, and Impact for a multidomain lifestyle intervention, detailing sequential steps from intervention resources to the intended impact on health and care sustainability.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="methods" id="sec4">
<label>2</label>
<title>Methods</title>
<sec id="sec5">
<label>2.1</label>
<title>Trial design</title>
<p>The SENSS study is a 12-month single-blind, randomized controlled trial (RCT). The intervention group receives a combined lifestyle intervention (SENSS approach) after a personalized intake and with continuous monitoring by a lifestyle coach. The control group only receives the personalized intake with a lifestyle coach, but continues with usual care. A total of 256 individuals with PD will be included, equally randomized into the control and intervention group. Participants complete three remote assessments: at baseline, 6&#x202F;months, and 12&#x202F;months follow-up. An overview of the study design is provided in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Overview of study design.</p>
</caption>
<graphic xlink:href="fneur-17-1752073-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating a randomized controlled trial for individuals with Parkinson disease, showing recruitment of 256 participants, baseline assessment, randomization, and assignment to either an intervention group receiving usual care plus lifestyle coaching and monitoring or a control group with usual care, with assessments at six and twelve months.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec6">
<label>2.2</label>
<title>Study setting</title>
<p>The study will be performed by the Radboud University Medical Center (Radboudumc), Nijmegen, the Netherlands. The assessments and interventions of the study will be provided remotely. The study will be conducted in the Netherlands. People with PD will be recruited through a number of open recruitment strategies (see the section on recruitment strategies).</p>
</sec>
<sec id="sec7">
<label>2.3</label>
<title>Eligibility criteria</title>
<p>Inclusion criteria are: a confirmed diagnosis of PD by a neurologist according to established diagnostic criteria, and being able to read and understand the Dutch language. The exclusion criteria are: cognitive impairments that do not allow to complete the questionnaire, as judged by the researcher during the screening call; not in possession of or no access to an electronic device that allows for (video) calls with a lifestyle coach and to complete the questionnaires; planned surgery or an expected major change in treatment plan; participation in other intervention trials during the participation of the SENSS study.</p>
</sec>
<sec id="sec8">
<label>2.4</label>
<title>Who will take informed consent?</title>
<p>If a potential participant shows interest in the study, an assessor from the research team sends an information letter and informed consent through mail. After 2&#x202F;weeks the assessor will contact the participant to answer questions, to check for eligibility and to discuss consent. When the participant is eligible and willing to participate, written informed consent will be obtained by signing the consent form and sending it to the research team by post. If an informal caregiver is available who is willing to fill out questionnaires, (s)he will receive an information letter and sign an informed consent as well. Participation of the informal caregiver is not mandatory for the participant to be included and does not influence the intervention in any way.</p>
</sec>
<sec id="sec9">
<label>2.5</label>
<title>Intervention</title>
<p>The intervention is a personalized and stepped care lifestyle intervention (SENSS) that combines five different and complementary lifestyle domains (stress, exercise, nutrition, sleep and self-management). In this intervention, self-management complements four important lifestyle domains, as it plays an overarching role in lifestyle behavior.</p>
<p>In the SENSS approach, participants receive guidance by a trained lifestyle coach. The title of lifestyle coach is not legally protected in the Netherlands. To ensure intervention quality, lifestyle coaches delivering the intervention are required to be affiliated with the Dutch professional association for lifestyle coaches (Beroepsvereniging Leefstijlcoaches Nederland; BLCN). BLCN affiliation requires compliance to strict admission standards and ongoing professional development. This includes holding at least a bachelor&#x2019;s degree at a university of applied sciences level and having completed a BLCN-accredited postgraduate lifestyle coaching program, or having successfully completed an individual accreditation pathway (<xref ref-type="bibr" rid="ref33">33</xref>). For this trial, two certified and dedicated lifestyle coaches will provide the intervention. Participants are divided pragmatically between the two lifestyle coaches, based on coach availability at the time of enrolment.</p>
<p>The SENSS approach starts with goal setting using a lifestyle decision aid, previously developed by our group in accordance with the International Patient Decision Aid Standards (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref34">34</xref>). The Parkinson lifestyle decision aid (<xref ref-type="bibr" rid="ref35">35</xref>) is a web-based tool. The tool includes information and questions that support people with PD to identify their needs in relation to lifestyle, set goals, make a plan, and determine the type of support they may need. The questions range from mapping the current situation in relation to their lifestyle, to clarifying their values, preferences and goals for all five lifestyle domains and identifying the needs for support to reach sustainable changes in lifestyle. The decision aid concludes with a summary of the answers given. This summary serves as a starting point for the consultation with the lifestyle coach, during which shared decision making is used to determine which lifestyle domain(s) to prioritize and what level of support is appropriate. For the participants in the intervention group, this level of support is further specified in a stepped care model (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The stepped care model.</p>
</caption>
<graphic xlink:href="fneur-17-1752073-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Pyramid graphic with four horizontal layers labeled bottom to top: one, working on lifestyle independently; two, digital tools; three, remote coaching by lifestyle coach; four, specialized care. Yellow side bar reads continuous monitoring by lifestyle coach.</alt-text>
</graphic>
</fig>
<p>The stepped care model is used to provide just the right amount of guidance. By following the steps in the model, people with PD are encouraged to work on their lifestyle goals independently, supported by technological tools when possible (self-management). Professional support is provided when needed, based on participant reported needs and the lifestyle coach&#x2019;s professional judgment. The approach is highly personalized, meaning participants do not have to follow a fixed sequence of steps. They can move between steps in either direction throughout the intervention. Importantly, a lifestyle coach will continuously monitor adherence and progress, and discusses with the participant whether changes are needed in either the lifestyle domain they are working on or in the level of support. The frequency of monitoring is decided through shared decision making by the lifestyle coach and participant, within a range of once every month to once every 3&#x202F;months. In the following paragraphs the different steps will be described in more detail.</p>
<sec id="sec10">
<label>2.5.1</label>
<title>Step 1: working on lifestyle independently</title>
<p>Participants in step 1 are willing and able to work on their personal lifestyle goals independently, or with support from the people in their immediate environment. The lifestyle coach monitors the progress on the agreed intervals, as described in the previous paragraph.</p>
</sec>
<sec id="sec11">
<label>2.5.2</label>
<title>Step 2: digital tools</title>
<p>Step 2 consists of support by digital tools. Tools have been selected for each lifestyle domain, based on previous work, mostly by members of our consortium. The lifestyle coach is responsible for monitoring the progress and actual usage of the tools in the domains stress, exercise, nutrition and self-management. For the online sleep training, a dedicated sleep therapist (a psychologist trained in behavioral sleep medicine) is involved. This approach is taken because sleep is only minimally addressed in current curricula for lifestyle coaches, and when it is included, specialized knowledge on PD-related sleep disorders is often lacking.</p>
<p>The following tools are available for this study: MindDistrict (mindfulness based stress reduction) (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), STEPWISE (exercise) (<xref ref-type="bibr" rid="ref38">38</xref>), Nutritional app by the Dutch &#x201C;Voedingscentrum&#x201D; (nutrition) (<xref ref-type="bibr" rid="ref39">39</xref>), i-Sleep (sleep) (<xref ref-type="bibr" rid="ref32">32</xref>), Parkinson in Balance (self-management) (<xref ref-type="bibr" rid="ref30">30</xref>), and an online Parkinson Yoga library (multiple domains, including exercise and stress). More detailed information about the individual tools can be found in <xref ref-type="supplementary-material" rid="SM1">Supplementary material 1</xref>.</p>
</sec>
<sec id="sec12">
<label>2.5.3</label>
<title>Step 3: remote coaching by lifestyle coach</title>
<p>When the participant needs more guidance than the online tools can provide, the next step includes remote personal coaching by the lifestyle coach (coaching mode). This differs from the continuous guidance provided throughout the stepped care model (guidance mode) in the frequency and content of the sessions. In the guidance mode, the lifestyle coach monitors the progress throughout and evaluates whether other approaches are needed. The progress is evaluated by discussing interim goals with participants. These evaluations are documented by the coach for clinical purposes and not included as research data. In the coaching mode, active coaching is provided to support the participant in changing behavior within a specific lifestyle domain. The number of sessions will be decided upon in mutual agreement with the participant, but this will be more frequent than in the guidance mode. Although the focus shifts to one-on-one guidance, the digital tools from step 2 can still be used to support the lifestyle change. Lifestyle coaching is, at this point, not part of the formal care pathways for people with PD. Lifestyle coaches in this study are trained to reach a sufficient level of PD-specific expertise, analogous to the way we train other allied health professionals as part of the Dutch national ParkinsonNet approach (<xref ref-type="bibr" rid="ref40">40</xref>, <xref ref-type="bibr" rid="ref41">41</xref>). Examples of PD specific issues that may interfere with adherence to lifestyle advice include frontal executive problems, difficulties with dual tasking, fatigue and complex changes in the effectiveness of symptomatic pharmacotherapy. An essential part of the training of lifestyle coaches is to clarify which other professionals within ParkinsonNet can offer further detailed guidance, if the lifestyle coach feels insufficiently equipped to address a particular issue himself or herself (see step 4). Furthermore, they are trained to recognize PD related red flags (such as unintended weight loss or balance problems) requiring referral to healthcare professionals (step 4).</p>
</sec>
<sec id="sec13">
<label>2.5.4</label>
<title>Step 4: treatment by specialized healthcare professional</title>
<p>Some participants may experience specific barriers or problems, such as PD related red flags, that hinder making lifestyle changes and require more expertise. These participants can be referred to specialized healthcare professionals (e.g., a physiotherapist, dietician, psychologist or social worker). In the Netherlands, specialized allied healthcare is organized as part of the Dutch ParkinsonNet approach, with national coverage. Cost-effectiveness of ParkinsonNet has been shown in multiple studies (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). Because ParkinsonNet currently does not include somnological treatment, a sleep medicine center (Kempenhaeghe) is involved, where specialized care for sleep disorders can be provided, and in which extensive experience is available on sleep and PD. In this study, all referrals to specialized care will be made through standard healthcare procedures in the Netherlands (i.e., the general practitioner overseeing the participant&#x2019;s care).</p>
</sec>
<sec id="sec14">
<label>2.5.5</label>
<title>Strategies to improve adherence to intervention</title>
<p>Several strategies to improve adherence are an inherent part of the SENSS approach, starting with the Parkinson lifestyle decision aid. The intervention is fully personalized to the participants&#x2019; needs and abilities, and can be adapted to changes along the way. Additionally, adherence to the intervention is monitored by the lifestyle coach during the structural contact moments.</p>
</sec>
<sec id="sec15">
<label>2.5.6</label>
<title>Relevant concomitant care permitted or prohibited during the trial</title>
<p>Both the control and intervention group will receive usual care. Participants in the control group are allowed to use any intervention or digital tool that is (publicly) available that may support them in a healthy lifestyle. However, most digital tools that are used in the intervention group are not publicly available, and therefore not accessible by the control group (MindDistrict, STEPWISE, i-Sleep, Parkinson in Balance, and the online Parkinson Yoga library are not publicly available). Apart from those digital tools, participants are not restricted in any type of care they use.</p>
</sec>
</sec>
<sec id="sec16">
<label>2.6</label>
<title>Outcomes</title>
<sec id="sec17">
<label>2.6.1</label>
<title>Primary outcome</title>
<p>The primary outcome is the between-group difference in QoL from baseline to 12&#x202F;months (end of intervention) measured with the Parkinson&#x2019;s Disease Questionnaire-39 (PDQ-39) (<xref ref-type="bibr" rid="ref44">44</xref>). The PDQ-39 is the most widely used QoL scale in PD, frequently used as the outcome measure, e.g., in trials on deep brain stimulation, multidisciplinary care and allied health interventions (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). This questionnaire assesses the impact of PD on a person&#x2019;s QoL. It consists of 39 questions across eight dimensions of daily living including relationships, social situations and communication. Item scores are filled out on a 5-point scale from &#x201C;never&#x201D; to &#x201C;always.&#x201D; Both the total score of the PDQ-39 and the scores for each of the eight dimensions are considered primary outcomes.</p>
</sec>
<sec id="sec18">
<label>2.6.2</label>
<title>Secondary outcomes</title>
<p>To address the second study objective, one or more questionnaires were included per lifestyle domain when a single instrument did not capture all relevant constructs. Furthermore, the secondary outcome measures focus on personal goals, general health and PD symptoms. The secondary outcomes of this study are presented in <xref ref-type="table" rid="tab1">Table 1</xref>, including the constructs and used outcome measures. All questionnaires are patient reported outcomes, administered at baseline (T0), after 6&#x202F;months (T1) and after 12&#x202F;months (T2). Participants will receive the following questionnaires: health-related quality of life (EuroQol 5D-5L) (<xref ref-type="bibr" rid="ref47 ref48 ref49">47&#x2013;49</xref>), non-motor and motor aspects of PD in daily living (MDS-Unified Parkinson&#x2019;s Disease Rating Scale-IB and -II) (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>), fatigue (Fatigue Severity Scale) (<xref ref-type="bibr" rid="ref52">52</xref>), evaluation of lifestyle goals (Visual Analogue Scale) (<xref ref-type="bibr" rid="ref53">53</xref>), diet quality (Dutch Healthy Diet Index 2015) (<xref ref-type="bibr" rid="ref54">54</xref>), symptoms of anxiety and depression (Hospital Anxiety and Depression Scale) (<xref ref-type="bibr" rid="ref55">55</xref>), physical activity (LASA Physical Activity Questionnaire) (<xref ref-type="bibr" rid="ref56">56</xref>), insomnia (Insomnia Severity Index) (<xref ref-type="bibr" rid="ref57">57</xref>), daytime sleepiness (Epsworth Sleepiness Scale) (<xref ref-type="bibr" rid="ref58 ref59 ref60">58&#x2013;60</xref>), general perceived self-efficacy (General Self-Efficacy Scale) (<xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref62">62</xref>), disease and impairment acceptance (Acceptance of Disease and Impairments Questionnaire) (<xref ref-type="bibr" rid="ref63">63</xref>), coping (Ways of Coping Questionnaire) (<xref ref-type="bibr" rid="ref64">64</xref>, <xref ref-type="bibr" rid="ref65">65</xref>), and self-management (Patient Activation Measure) (<xref ref-type="bibr" rid="ref66">66</xref>). Additionally, a wrist monitor (Empatica EmbracePlus) (<xref ref-type="bibr" rid="ref67">67</xref>) will be worn 1&#x202F;week at baseline (T0) and 1&#x202F;week after 12&#x202F;months (T2) to collect data on physical activity and sleep quality. Due to a limited number of available monitors, approximately two-thirds of the participants will wear the wrist monitor. The EmbracePlus uses electrodermal activity, photoplethysmogram (PPG), digital skin temperature and accelerometer sensors to collect data. Raw sensor data is accessible through an online dashboard. The EmbracePlus will be worn on the arm that is least affected by PD symptoms, to optimize monitoring of physical activity and minimize interference from symptoms such as tremor and bradykinesia.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Overview primary and secondary outcome measures.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">(Lifestyle) domain</th>
<th align="left" valign="top">Construct</th>
<th align="left" valign="top">Outcome measure</th>
<th align="center" valign="top">T0</th>
<th align="center" valign="top">T1</th>
<th align="center" valign="top">T2</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="5">General</td>
<td align="left" valign="top">Quality of life (primary outcome)</td>
<td align="left" valign="top">PDQ-39</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Health related quality of life</td>
<td align="left" valign="top">EQ-5D-5L</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Parkinson&#x2019;s disease symptoms</td>
<td align="left" valign="top">MDS-UPDRS 1b &#x0026; 2</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Fatigue</td>
<td align="left" valign="top">FSS</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Goal attainment</td>
<td align="left" valign="top">VAS</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top">&#x2014;</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Nutrition</td>
<td align="left" valign="top">Diet quality</td>
<td align="left" valign="top">DHD15-index</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Stress</td>
<td align="left" valign="top">Mood (anxiety and depression)</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Exercise</td>
<td align="left" valign="top">Physical activity level</td>
<td align="left" valign="top">LAPAQ</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Physical activity</td>
<td align="left" valign="top">Wearable sensor</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top">&#x2014;</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Sleep</td>
<td align="left" valign="top">Insomnia</td>
<td align="left" valign="top">ISI</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Sleepiness</td>
<td align="left" valign="top">ESS</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Sleep quality</td>
<td align="left" valign="top">Wearable sensor</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top">&#x2014;</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Self-management</td>
<td align="left" valign="top">Self-efficacy</td>
<td align="left" valign="top">GSES</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Illness acceptance</td>
<td align="left" valign="top">ADIQ</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
<tr>
<td align="left" valign="top">Coping</td>
<td align="left" valign="top">WCQ</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top">&#x2014;</td>
<td align="center" valign="top">&#x2014;</td>
</tr>
<tr>
<td align="left" valign="top">Self-management</td>
<td align="left" valign="top">PAM</td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
<td align="center" valign="top"><bold>&#x2A2F;</bold></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>T0&#x202F;=&#x202F;Baseline measurement, T1&#x202F;=&#x202F;6&#x202F;month measurement, T2&#x202F;=&#x202F;12&#x202F;month measurement (end of intervention), PDQ-39, Parkinson&#x2019;s Disease Questionnaire-39; EQ-5D-5L, EuroQol 5D-5L; MDS-UPDRS, MDS-Unified Parkinson&#x2019;s Disease Rating Scale; FSS, Fatigue Severity Scale; VAS, Visual Analogue Scale; DHD15-index, Dutch Healthy Diet Index 2015; HADS, Hospital Anxiety and Depression Scale; LAPAQ, LASA Physical Activity Questionnaire; ISI, Insomnia Severity Index; ESS, Epsworth Sleepiness Scale; GSES, General Self-Efficacy Scale; ADIQ, Acceptance of Disease and Impairments Questionnaire; WCQ, Ways of Coping Questionnaire; PAM, Patient Activation Measure.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec19">
<label>2.6.2.1</label>
<title>Cost-effectiveness</title>
<p>We will perform a cost-effectiveness analysis from a societal perspective. Data on the frequency and duration of healthcare service utilization will be collected through a questionnaire at T1 and T2. The healthcare services include, but are not limited to, the use of allied healthcare, hospital, social care services (e.g., physiotherapists, neurologist, social workers). The questionnaire allows participants to report additional healthcare disciplines that are not listed. In addition, the use of assistive devices purchased during the study period will be recorded, including whether these were reimbursed through insurance. Additionally, to expand the cost-effectiveness analysis beyond healthcare utilization, participants receive questions regarding their work and productivity status at all time points (T0, T1, T2). In this context, productivity refers to both labor force participation and on-the-job performance (<xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref69">69</xref>). For each participant in the intervention group, the lifestyle coach will record the amount of guidance provided, the use of digital tools, and the extent of lifestyle coaching. These elements will be included in the economic evaluation. Specialized care (step 4) is evaluated using a questionnaire on healthcare utilization at T1 and T2. The QoL related outcomes resulting from the EQ-5D-5L questionnaire enables the derivation of utility scores and the estimation of quality-adjusted life years (QALYs), which will be incorporated into the cost-effectiveness analysis.</p>
</sec>
<sec id="sec20">
<label>2.6.2.2</label>
<title>Informal caregiver questionnaires</title>
<p>To be able to provide more detailed information for the (socio)economic analysis, we also include informal caregivers. They will be asked to fill out several questionnaires at T0, T1 and T2. The questionnaires that will be sent online include the Caregiver Strain Index (CSI) (<xref ref-type="bibr" rid="ref70">70</xref>), the EQ-5D-5L questionnaire, and several questions about their working life (e.g., productivity, and informal care leave).</p>
</sec>
<sec id="sec21">
<label>2.6.2.3</label>
<title>Process evaluation</title>
<p>To support future implementation, we will perform a process evaluation alongside the RCT. In this process evaluation we will evaluate the experiences of participants, lifestyle coaches and healthcare professionals. We will use questionnaires and interviews for this process analysis. For a process evaluation on the use of the lifestyle decision aid, various log data are collected (i.e., number of sessions, session duration).</p>
</sec>
</sec>
</sec>
<sec id="sec22">
<label>2.7</label>
<title>Participant timeline</title>
<p>Initially, an assessor from the research team sends an information letter and informed consent to potential participants. Two weeks later, a phone call is planned with the participants, during which they have the opportunity to ask questions. If they are still willing to participate, participants undergo a brief cognitive assessment over the phone to determine eligibility and informed consent will be obtained. Upon signing the informed consent, participants will receive multiple questionnaires for the baseline assessment which they can complete at home, at their own pace within two weeks. Reminder emails will be sent after two and four weeks, followed by telephone contact after six weeks if questionnaires remain incomplete. After the baseline questionnaires have been returned, participants will be randomly allocated into the control or intervention group. Within two weeks after completing the questionnaires participants will receive a package. Some participants will receive a package containing a wrist monitor. The monitor will be worn one week at the start of the study and one week at the end. The package also includes a &#x201C;part 2.&#x201D; After the week in which the participant has worn the monitor, part 2 of the package can be opened. It contains the randomization result and login details for the lifestyle decision aid. Participants can contact a helpdesk during office hours for additional information or guidance on how to use the wrist monitor or decision aid if needed. Participants who receive a package without wrist monitor can open the randomization results and login details for the lifestyle decision aid immediately.</p>
<p>The lifestyle coach will schedule an intake meeting with participants two weeks after the package delivery. The participants are required to complete the lifestyle decision aid before the meeting. Participants in the intervention group schedule a follow-up meeting with the lifestyle coach during the intake, typically one to three months later, based on personal goals and needs. The control group receives no further coaching after the intake.</p>
<p>All participants will receive a set of questionnaires at T1 and T2. Importantly, participants will not be required to visit the research location at Radboudumc. All research procedures can be performed from their own home.</p>
</sec>
<sec id="sec23">
<label>2.8</label>
<title>Sample size</title>
<p>Based on a recent systematic review on self-management interventions in people with PD (<xref ref-type="bibr" rid="ref71">71</xref>) we identified two RCT&#x2019;s (<xref ref-type="bibr" rid="ref72">72</xref>, <xref ref-type="bibr" rid="ref73">73</xref>) that have studied a self-management intervention including lifestyle advice for people with PD using the PDQ-39 as an outcome. While the present intervention is much more comprehensive and personalized and includes more coaching and guidance when needed, we decided to conservatively use the results of those studies for our sample size calculation. Both studies found a mean between group difference of 4.15 on the PDQ-39, with a mean standard deviation of 10.55. With a significance level of 0.05 and 80%, we need 102 participants per group. Assuming 20% dropouts, we will include 128 participants per group (256 in total).</p>
</sec>
<sec id="sec24">
<label>2.9</label>
<title>Recruitment</title>
<p>We will apply a series of previously successful recruitment strategies. First, we will send an invitation to a panel of people with PD interested in research, who are subscribed to a mailing list of our research group. They have either shown interest in research by subscribing to the mailing list or by participating in one of our previous research projects. Second, we will exploit other options to reach potential participants, including advertising and blogging on social media (LinkedIn, Facebook, X, Instagram) and the online platforms of the Parkinson Vereniging (Dutch association for people with PD), giving presentations at local and regional patient support groups, recruiting patients at our outpatient clinic at the Center of Expertise for Parkinson &#x0026; Movement Disorders at the Radboudumc, and using the regional PD professional network (i.e., the Dutch ParkinsonNet with national coverage). Furthermore, word-of-mouth recruitment is encouraged via current participants and community contacts. We aim to recruit a representative study population by using multiple complementary recruitment strategies, balancing targeted approaches to reach individuals with greater lifestyle-related needs with broader recruitment efforts to ensure sufficient statistical power within the limited timeframe of the trial (<xref ref-type="bibr" rid="ref74">74</xref>).</p>
</sec>
<sec id="sec25">
<label>2.10</label>
<title>Randomization</title>
<sec id="sec26">
<label>2.10.1</label>
<title>Sequence generation</title>
<p>After completing the baseline questionnaires, eligible participants will be randomly allocated to the intervention group or the control group in a 1:1 ratio. Randomization will be performed in the data management system CastorEDC (<xref ref-type="bibr" rid="ref75">75</xref>) using random block sizes (block sizes: 4, 6, 8). We will stratify the randomization based on disease duration, categorizing participants into three groups: &#x003C;5&#x202F;years, 5&#x2013;10&#x202F;years, and &#x003E;10&#x202F;years since disease onset. The randomization will be performed by a researcher who is not involved in the measurements and data analysis. The study is single-blinded. The researcher performing the analyses is not aware of treatment allocation.</p>
</sec>
<sec id="sec27">
<label>2.10.2</label>
<title>Implementation and concealment mechanism</title>
<p>Participants will be enrolled by research assessors. The participants will be assigned by EP (project leader), who is not involved in the data collection or analysis. The participant receives a sealed envelope after completing the baseline questionnaires. This envelope can be opened after finishing the baseline assessment of the wrist monitor.</p>
</sec>
</sec>
<sec id="sec28">
<label>2.11</label>
<title>Blinding</title>
<p>The researcher performing the analyses is fully blinded from allocation. In addition, we aim to partially blind the participants by informing them that they are either in a guided lifestyle group or an independent lifestyle group, instead of naming them the intervention and control group. At the end of the study, participants will be asked to indicate which group they believe they were allocated to, in order to assess the impact. We do not foresee any reasons to unblind the participants for the coordinating researcher (TG).</p>
</sec>
<sec id="sec29">
<label>2.12</label>
<title>Data collection</title>
<sec id="sec30">
<label>2.12.1</label>
<title>Plans for assessment and collection of outcomes</title>
<p>The primary and most secondary outcomes in this study are collected through questionnaires completed by participants at home via the CastorEDC system. These questionnaires are sent to participants&#x2019; email addresses by the study&#x2019;s researchers or assessors immediately after obtaining informed consent, and again after 6 and 12&#x202F;months. Wrist sensor data will be collected by participants in their own environment. To promote data quality, the wrist sensor is accompanied by a step-by-step instruction. Additionally, the Empatica app provides real-time feedback to the participant to confirm whether the device is being worn correctly.</p>
</sec>
<sec id="sec31">
<label>2.12.2</label>
<title>Plans to promote participant retention and complete follow-up</title>
<p>To support participant retention, updates are sent via email newsletters to all participants twice a year. The updates will be kept general to minimize deblinding. Furthermore, to promote compliance, participants in the control group receive the publicly available lifestyle decision aid, and an intake with the lifestyle coach as a starting point. They have access to the information in the decision aid throughout the intervention. Additionally, all participants are invited to the yearly symposium for people with PD organized by our center.</p>
</sec>
</sec>
<sec id="sec32">
<label>2.13</label>
<title>Data management</title>
<p>Questionnaire data in this study is securely stored using CastorEDC, a certified data management system with a built-in audit trail. Data from the wrist monitor will be stored and made accessible through Empatica&#x2019;s Carelab cloud environment, which is also certified and complies with relevant data protection (<xref ref-type="bibr" rid="ref67">67</xref>). Within the Empatica environment, pseudonyms will be used for all participants, and no directly identifiable data will be collected or stored. Log data generated using the lifestyle decision aid is stored within the secure environment of Zorgkeuzelab (<xref ref-type="bibr" rid="ref35">35</xref>), a member of the study consortium. This data is pseudonymized and Zorgkeuzelab does not have access to any personal information of the participants.</p>
</sec>
<sec id="sec33">
<label>2.14</label>
<title>Confidentiality</title>
<p>Personal information will be stored in the participant management software Salesforce (Salesforce, San Francisco, CA, United States). Access to this system is restricted to the research team and protected by secure password authentication. The participants receive a pseudonym that will be stored in PIMS, a local system in the Radboudumc to manage pseudonyms and identifiers in a secured and central way, separate from the research data. The informed consents and diagnosis confirmation will be collected and stored on paper in a fireproof and locked cabinet at the Radboudumc. The data collected in this study will be archived for 15&#x202F;years after the study.</p>
</sec>
<sec id="sec34">
<label>2.15</label>
<title>Statistical methods</title>
<p>Descriptive statistics will be used to summarize baseline characteristics. Means, standard deviations, medians, ranges, counts, and percentages will be reported as appropriate, depending on the distribution and scale of the variable.</p>
<sec id="sec35">
<label>2.15.1</label>
<title>Methods for primary and secondary outcomes</title>
<sec id="sec36">
<label>2.15.1.1</label>
<title>Primary outcomes</title>
<p>The primary endpoint is the difference between groups in QoL (PDQ-39) over 12&#x202F;months&#x2019; time. A linear mixed model (LMM) with repeated measurements will be used to evaluate the changes over time between the intervention and control group. The primary outcome and dependent variable is the total score of the PDQ-39, with additional models fitted for each of the eight domain scores. We include fixed effects for group, time (T0, T1 and T2) and the interaction between group and time. Sex, age, and disease duration at baseline will serve as covariates. Random effects will be included for participants to account for within-subject correlation and for lifestyle coaches to account for clustering by coach.</p>
</sec>
<sec id="sec37">
<label>2.15.1.2</label>
<title>Secondary outcomes</title>
<p>The secondary analyses will evaluate the between-group difference in secondary outcomes (<xref ref-type="table" rid="tab1">Table 1</xref>) over 12&#x202F;months using the same LMM structure as the primary analysis. In addition, the raw wrist monitor accelerometer and PPG data collected at baseline and at 12&#x202F;months (each for a one-week period) will be processed to derive information on physical activity and sleep. We will use algorithms developed in-house at the Radboudumc (<xref ref-type="bibr" rid="ref7">76</xref>) and in collaboration with Eindhoven University of Technology (TU/e) (<xref ref-type="bibr" rid="ref77">77</xref>) to process the raw data into interpretable metrics such as total physical activity, sedentary behavior, sleep duration and sleep quality. After processing the data, average values across the one-week periods will be calculated per participant at each timepoint. The within-subject changes from baseline to 12&#x202F;months will be compared between groups using a LMM with the same structure as the primary and other secondary analyses.</p>
</sec>
<sec id="sec38">
<label>2.15.1.3</label>
<title>Cost-effectiveness analysis</title>
<p>The cost-effectiveness analysis will be conducted from both a healthcare and societal perspective. This analysis will include direct healthcare costs, such as, resource use during the intervention and standard care, as well as broader societal costs, including caregiver burden and productivity losses. Quality-adjusted life years (QALYs) will be calculated based on responses to the EQ-5D-5L. The primary outcome of the analysis will be the Incremental Cost-Effectiveness Ratio (ICER). To account for uncertainty in model parameters, a Probabilistic Sensitivity Analysis (PSA) will be performed using Monte Carlo simulation. The results of the PSA will be visualized using a Cost-Effectiveness Plane, and a Cost-Effectiveness Acceptability Curve (CEAC), illustrating the probability of cost-effectiveness across a range of willingness-to-pay (WTP) thresholds. In addition, a Deterministic Sensitivity Analysis (DSA) will be conducted to assess robustness of the results to variations in key parameters. The results of the DSA will be presented using a tornado diagram. Several additional scenario analyses may also be performed to explore alternative assumptions and perspectives.</p>
</sec>
</sec>
<sec id="sec39">
<label>2.15.2</label>
<title>Methods for additional analyses</title>
<p>Exploratory mediation analyses will be performed on the primary outcome (PDQ-39 total score) to assess the potential mediating role of psychosocial constructs, including general self-efficacy (GSES), coping style (WCQ), and self-management (PAM). Exploratory subgroup analyses will be conducted to investigate effects based on the specific lifestyle domain participants focused on during the intervention. Specifically, we will explore (1) whether there are differences in QoL between participants who targeted different lifestyle domains, (2) multiple lifestyle domains versus a single domain, and (3) whether participants show improvements in outcomes directly related to the domain they worked on. For example, whether those who focused on the sleep domain demonstrate an improvement in insomnia and sleep quality. We hypothesize that participants may show greater improvements in outcomes directly related to the lifestyle domain they actively targeted. Furthermore, we will perform exploratory subgroup analyses based on disease duration. Participants will be categorized into three groups: &#x003C;5&#x202F;years, 5&#x2013;10&#x202F;years, and &#x003E;10&#x202F;years since disease onset.</p>
</sec>
<sec id="sec40">
<label>2.15.3</label>
<title>Methods in analysis to handle protocol non-adherence and any statistical methods to handle missing data</title>
<p>Statistical analysis will be performed based on the intention-to-treat principle. Missing data will be handled using maximum likelihood estimation within the linear mixed-effects models, under the assumption that data are missing at random (MAR).</p>
</sec>
<sec id="sec41">
<label>2.15.4</label>
<title>Plans to give access to the full protocol, participant level-data and statistical code</title>
<p>The data gathered in this project will be made available upon reasonable request to the international research community via the Radboud Data Repository (RDR). All resulting publications will be published Open Access (gold open access). The statistical code will be published with restricted access and will be available upon reasonable request.</p>
</sec>
</sec>
<sec id="sec42">
<label>2.16</label>
<title>Oversight and monitoring</title>
<sec id="sec43">
<label>2.16.1</label>
<title>Monitoring</title>
<p>Due to the nature of this study, it has been classified as not subject to the Dutch Medical Research Involving Human Subjects Act (WMO) by the local accredited Medical Research Ethics Committee (MREC). As such, the study is not required to follow the standard procedures involving an independent monitor. Nevertheless, as the coordinating center, the study team remains accountable to the sponsor and is required to adhere to all applicable laws and guidelines governing the quality of scientific research, as would be expected for WMO compliant studies. Yearly status updates on the study will be presented to the study sponsor, the funding body and the involved consortium of this study. This study is a low-risk study and therefore, a Data Safety Monitoring Board is not indicated.</p>
</sec>
<sec id="sec44">
<label>2.16.2</label>
<title>Adverse event reporting and harms</title>
<p>All adverse events (AEs) reported by the participants or observed by the lifestyle coach or study staff will be documented. The investigator will report all SAEs to the sponsor (Radboudumc) without undue delay after obtaining knowledge of the events by means of a SAE-form. An overview of all SAEs is provided in the annual summary report.</p>
</sec>
<sec id="sec45">
<label>2.16.3</label>
<title>Communicating protocol amendments to relevant parties</title>
<p>Significant amendments will be communicated to participants via email or phone and will be updated in the <ext-link xlink:href="https://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> registration. Minor protocol changes will be shared with participants twice a year through the study&#x2019;s newsletter. Amendments that may lead to a change in the WMO status will be submitted to the local MREC.</p>
</sec>
</sec>
<sec id="sec46">
<label>2.17</label>
<title>Dissemination plans</title>
<p>All study participants will be informed about the study results through email. In addition, we will use communication channels of ParkinsonNet, The Dutch Parkinson Patient Association and ParkinsonNL, targeting people with PD, their caregivers and healthcare professionals. We will further promote the results at (patient) conferences, Parkinson support groups and via social media. All non-identifiable data collected during this study will be shared with the international research community via the RDR, and will be available upon reasonable request. The publications arising from this study will be made available Open Access.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec47">
<label>3</label>
<title>Discussion</title>
<p>The SENSS study evaluates the effects of an integrated, personalized and stepped care lifestyle approach for people with PD, aiming to study the effects on QoL, overall health, PD symptoms and self-management over the course of 1&#x202F;year. In addition, we explore the socio-economic impact of this approach compared to usual care. We expect this trial to show a positive effect of the SENSS approach on QoL, self-management and motor- and non-motor symptoms for people with PD. By using a largely remote and stepped care approach, the costs of this intervention can be kept relatively low. We therefore hypothesize that the SENSS approach will have a positive cost-effectiveness ratio. Moreover, this trial will give us valuable insights into how different lifestyle interventions can be efficiently integrated, scaled and offered within the current care landscape where the number of healthcare professionals are becoming increasingly scarce.</p>
<p>Our study has several strengths. First, we expect that considering the individual barriers and facilitators in a personalized approach can increase adherence to the multifaceted lifestyle intervention (<xref ref-type="bibr" rid="ref78">78</xref>). The lifestyle coach will carefully monitor adherence throughout the intervention and will increase the frequency of contact and adjust the advice when necessary (<xref ref-type="bibr" rid="ref79">79</xref>). Second, the intervention is provided fully remotely, making it accessible and easily scalable. Also, by using a largely remote and stepped care approach, we expect that the healthcare costs can be kept relatively low. Third, we collect raw accelerometer and PPG data to objectively measure outcomes in the participants&#x2019; own home environment. This allows us to apply open source algorithms specifically developed for people with PD (<xref ref-type="bibr" rid="ref7">76</xref>), unlike commercially available devices that rely on built-in software designed for the general population. The algorithms are publicly available for sharing, allowing for independent replication of our findings. Fourth, our study benefits from a collaboration with a rich and multidisciplinary consortium. This consortium includes people with PD, healthcare professionals, experts on all domains of lifestyle interventions, health economists, and experts in the organization of care from different institutions throughout the Netherlands. This versatile collaboration improves the quality and potential relevance of our study, as it brings together diverse perspectives and expertise. Finally, we expect that many people require changes in multiple lifestyle domains to achieve the most benefits, but there has been limited research into the effectiveness of a combined lifestyle intervention for people with PD. Our research aims to contribute to addressing this gap in knowledge.</p>
<p>There are also a few potential challenges we anticipate. First, there is a risk of limited external validity. Individuals already interested in lifestyle interventions are more likely to enroll, while those less interested may be harder to reach. Analysis of participants in previous studies at our center indicates that the sex distribution aligns with the Dutch PD population, but older adults and non-native Dutch individuals are underrepresented (<xref ref-type="bibr" rid="ref80">80</xref>). We aim to include people across all age categories and socio-economic backgrounds. This is particularly challenging since the approach is mainly based on eHealth, and offered in Dutch. To address this, we capitalize on our rich experience around diversity when including participants (<xref ref-type="bibr" rid="ref81 ref82 ref83">81&#x2013;83</xref>). We will implement proactive strategies such as targeted outreach to underserved populations and selective advertising. Additional measures include offering technical support and providing paper-based alternatives for the assessments when necessary. Moreover, due to the personalized nature of the intervention, it can be tailored to the individual participant&#x2019;s needs and abilities. Second, there is a risk of selection bias. Since the control group will not receive any intervention after the intake at the start of the study, we anticipate an increased dropout risk in this group. We aim to prevent this by keeping them involved with the study by sending them biannual newsletters and invitations to the yearly symposium for people with PD organized by our center. Also, we decided to give these participants access to the information in the lifestyle decision aid, to promote compliance (<xref ref-type="bibr" rid="ref84">84</xref>). Furthermore, we kept the burden of assessments low by performing them fully remote, restricted to questionnaires and a wrist monitor that will be sent to people&#x2019;s homes. Third, there is a potential risk of contamination between the intervention and the control group. Blinding of the participants is difficult in an intervention study using a non-pharmacological intervention. We will try to get as close to blinding as possible by minimizing information about the intervention for the control group, and by naming the groups the guided and independent lifestyle interventions. We expect the impact of possible contamination to be minimal, because it is difficult to keep up with a behavioral change on the long term without (structural) guidance (<xref ref-type="bibr" rid="ref85">85</xref>). At the end of the study, participants will be asked to indicate which group they believe they were allocated to, in order to assess the impact. Also, the control group only has access to the publicly available tools and therefore not to all tools used in the intervention group. Importantly, our present approach will reveal how the proposed intervention performs, over and above current clinical situation, including the ability of people with PD to access the available interventions themselves.</p>
<p>Our approach is based on several existing structures in the Dutch healthcare system and may therefore not be directly generalizable to other countries. For instance, in the Netherlands, referrals are made through the general practitioner and a national network for collaboration among professionals with expertise in PD (ParkinsonNet). We integrate our intervention within these existing structures to improve the cost-effectiveness (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). Additionally, although lifestyle coaching is not yet part of usual care for individuals with PD, accredited training programs and a recognized professional association (BLCN) are available in the Netherlands. This may not be the case in other countries.</p>
<p>In conclusion, the SENSS approach combines several existing successful initiatives into a comprehensive personalized intervention that addresses multiple domains of lifestyle. If proven to be (cost-)effective, we envision the approach to offer a scalable solution for the promotion of sustainable lifestyle change for people with PD. In the long run, we expect our approach to yield a reduction in healthcare utilization, driven by improved self-management, better health, and increased productivity among people with PD and their caregivers.</p>
</sec>
<sec id="sec48">
<title>Trial status</title>
<p>The current protocol version is 2.2. The first participant was included on 25 November 2024. As of 20 November 2025, 219 participants have been randomized, of which 0 finished the study. We expect to randomize the last participant by December 2025.</p>
</sec>
</body>
<back>
<sec sec-type="ethics-statement" id="sec49">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Medical Research Ethics Committee East Netherlands Radboudumc. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec50">
<title>Author contributions</title>
<p>TJ: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. EP: Writing &#x2013; review &#x0026; editing. SD: Writing &#x2013; review &#x0026; editing. MM: Writing &#x2013; review &#x0026; editing. KO: Writing &#x2013; review &#x0026; editing. RH: Writing &#x2013; review &#x0026; editing. FZ: Writing &#x2013; review &#x0026; editing. MZ: Writing &#x2013; review &#x0026; editing. CB: Writing &#x2013; review &#x0026; editing. SO: Writing &#x2013; review &#x0026; editing. AP: Writing &#x2013; review &#x0026; editing. CJ: Writing &#x2013; review &#x0026; editing. MG: Writing &#x2013; review &#x0026; editing. AS: Writing &#x2013; review &#x0026; editing. RT: Writing &#x2013; review &#x0026; editing. GM: Writing &#x2013; review &#x0026; editing. AW: Writing &#x2013; review &#x0026; editing. AD: Writing &#x2013; review &#x0026; editing. NV: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. BB: Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The Center of Expertise for Parkinson and Movement Disorders was supported by a Center of Excellence grant from the Parkinson&#x2019;s Foundation. The authors thank Yoga4Parkinson for the development of an online yoga library, and J. Lancee for making the iSleep program available for this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec51">
<title>Conflict of interest</title>
<p>BB serves as the co-editor in Chief for the Journal of Parkinson&#x2019;s disease, serves on the editorial board of Practical Neurology and Digital Biomarkers, has received fees from serving on the scientific advisory board for the Critical Path Institute, Gyenno Science, MedRhythms, UCB, Kyowa Kirin and Zambon (paid to the institute), has received fees for speaking at conferences from AbbVie, Bial, Biogen, GE Healthcare, Oruen, Roche, UCB and Zambon (paid to the institute), and has received research support from Biogen, Cure Parkinson&#x2019;s, Davis Phinney Foundation, Edmond J. Safra Foundation, Fred Foundation, Gatsby Foundation, Hersenstichting Nederland, Horizon 2020, IRLAB Therapeutics, Maag Lever Darm Stichting, Michael J Fox Foundation, Ministry of Agriculture, Ministry of Economic Affairs &#x0026; Climate Policy, Ministry of Health, Welfare and Sport, Netherlands Organization for Scientific Research (ZonMw), Not Impossible, Parkinson Vereniging, Parkinson&#x2019;s Foundation, Parkinson&#x2019;s UK, Stichting Alkemade-Keuls, Stichting Parkinson NL, Stichting Woelse Waard, Health Holland/Topsector Life Sciences and Health, UCB, Verily Life Sciences, Roche and Zambon. BB does not hold any stocks or stock options with any companies that are connected to Parkinson&#x2019;s disease or to any of his clinical or research activities. NV is associate editor for the Journal of Parkinson&#x2019;s disease. She has received fees for speaking at conferences from AbbVie and has received research support from The Netherlands Organisation for Health Research and Development (ZonMw), The Michael J Fox Foundation, Verily Life Sciences and the Dutch Brain Foundation (Hersenstichting). SO participated in advisory boards for Jazz Pharmaceuticals, Bioprojet, and Abbvie. MM is director of ParkinsonNet and has received research support from Gatsby Foundation, Ministry of Health, Welfare and Sport, Netherlands Organization for Scientific Research (ZonMw), Parkinson&#x2019;s Foundation, Stichting Parkinson NL, Health Holland/Topsector Life Sciences and Health. MM does not hold any stocks or stock options with any companies that are connected to Parkinson&#x2019;s disease or to any of his clinical or research activities. SD currently serves on the editorial board of Neurology, as associate editor of npj Parkinson&#x2019;s Disease, as Chair of the Epidemiology Study Group of the Movement Disorders Society, has received fees for speaking at conferences and podcasts from AbbVie, and has received research support from the Parkinson&#x2019;s Foundation (PF-FBS-2026 and PF-Trail-1421986), ZonMW (09150162010183), ParkinsonNL (P2022-07 and P2021-14), Michael J Fox Foundation (MJFF-022767), the Dutch Research Council (ERA4HEALTHNUTRIBRAIN-89), Davis Phinney Foundation and Edmond J Safra Foundation (all paid to the institute).</p>
<p>The remaining author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author CB declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec52">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec53">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec54">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fneur.2026.1752073/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fneur.2026.1752073/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><mixed-citation publication-type="journal"><collab id="coll1">GBD 2021 Nervous System Disorders Collaborators</collab>. <article-title>Global, regional, and national burden of disorders affecting the nervous system, 1990&#x2013;2021: a systematic analysis for the Global Burden of Disease Study 2021</article-title>. <source>Lancet Neurol</source>. (<year>2024</year>) <volume>23</volume>:<fpage>344</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(24)00038-3</pub-id>, <pub-id pub-id-type="pmid">38493795</pub-id></mixed-citation></ref>
<ref id="ref2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Simon</surname><given-names>DK</given-names></name> <name><surname>Tanner</surname><given-names>CM</given-names></name> <name><surname>Brundin</surname><given-names>P</given-names></name></person-group>. <article-title>Parkinson disease epidemiology, pathology, genetics, and pathophysiology</article-title>. <source>Clin Geriatr Med</source>. (<year>2020</year>) <volume>36</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cger.2019.08.002</pub-id>, <pub-id pub-id-type="pmid">31733690</pub-id></mixed-citation></ref>
<ref id="ref3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname><given-names>N</given-names></name> <name><surname>Yang</surname><given-names>Y</given-names></name> <name><surname>Zhang</surname><given-names>L</given-names></name> <name><surname>Zhang</surname><given-names>Q</given-names></name> <name><surname>Balbuena</surname><given-names>L</given-names></name> <name><surname>Ungvari</surname><given-names>GS</given-names></name> <etal/></person-group>. <article-title>Quality of life in Parkinson&#x2019;s disease: a systematic review and meta-analysis of comparative studies</article-title>. <source>CNS Neurosci Ther</source>. (<year>2021</year>) <volume>27</volume>:<fpage>270</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1111/cns.13549</pub-id>, <pub-id pub-id-type="pmid">33372386</pub-id></mixed-citation></ref>
<ref id="ref4"><label>4.</label><mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Zahoor</surname><given-names>I</given-names></name> <name><surname>Shafi</surname><given-names>A</given-names></name> <name><surname>Haq</surname><given-names>E</given-names></name></person-group>. "<chapter-title>Pharmacological treatment of Parkinson&#x2019;s disease</chapter-title>" In: <person-group person-group-type="editor"><name><surname>Stoker</surname><given-names>TB</given-names></name> <name><surname>Greenland</surname><given-names>JC</given-names></name></person-group>, editors. <source>Parkinson&#x2019;s disease: pathogenesis and clinical aspects</source>. <publisher-loc>Brisbane, QLD</publisher-loc>: <publisher-name>Codon Publications</publisher-name> (<year>2018</year>)</mixed-citation></ref>
<ref id="ref5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Armstrong</surname><given-names>MJ</given-names></name> <name><surname>Okun</surname><given-names>MS</given-names></name></person-group>. <article-title>Diagnosis and treatment of Parkinson disease: a review</article-title>. <source>JAMA</source>. (<year>2020</year>) <volume>323</volume>:<fpage>548</fpage>&#x2013;<lpage>60</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2019.22360</pub-id>, <pub-id pub-id-type="pmid">32044947</pub-id></mixed-citation></ref>
<ref id="ref6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Trinh</surname><given-names>J</given-names></name> <name><surname>de Vries</surname><given-names>NM</given-names></name> <name><surname>Chan</surname><given-names>P</given-names></name> <name><surname>Dekker</surname><given-names>MCJ</given-names></name> <name><surname>Helmich</surname><given-names>RC</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name></person-group>. <article-title>The role of lifestyle interventions in symptom management and disease modification in Parkinson&#x2019;s disease</article-title>. <source>Lancet Neurol</source>. (<year>2026</year>) <volume>25</volume>:<fpage>90</fpage>&#x2013;<lpage>102</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(25)00305-9</pub-id></mixed-citation></ref>
<ref id="ref7"><label>7.</label><mixed-citation publication-type="other"><label>6</label><collab id="coll2">American College of Lifestyle Medicine</collab>. (<year>n.d.</year>). <article-title>6 pillars of lifestyle medicine</article-title>. Available online at: <ext-link xlink:href="https://lifestylemedicine.org/" ext-link-type="uri">https://lifestylemedicine.org/</ext-link>. (Accessed July 2, 2025)</mixed-citation></ref>
<ref id="ref8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jang</surname><given-names>Y</given-names></name> <name><surname>Koo</surname><given-names>JH</given-names></name> <name><surname>Kwon</surname><given-names>I</given-names></name> <name><surname>Kang</surname><given-names>EB</given-names></name> <name><surname>Um</surname><given-names>HS</given-names></name> <name><surname>Soya</surname><given-names>H</given-names></name> <etal/></person-group>. <article-title>Neuroprotective effects of endurance exercise against neuroinflammation in MPTP-induced Parkinson&#x2019;s disease mice</article-title>. <source>Brain Res</source>. (<year>2017</year>) <volume>1655</volume>:<fpage>186</fpage>&#x2013;<lpage>93</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainres.2016.10.029</pub-id>, <pub-id pub-id-type="pmid">27816415</pub-id></mixed-citation></ref>
<ref id="ref9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Petzinger</surname><given-names>GM</given-names></name> <name><surname>Fisher</surname><given-names>BE</given-names></name> <name><surname>Van Leeuwen</surname><given-names>JE</given-names></name> <name><surname>Vukovic</surname><given-names>M</given-names></name> <name><surname>Akopian</surname><given-names>G</given-names></name> <name><surname>Meshul</surname><given-names>CK</given-names></name> <etal/></person-group>. <article-title>Enhancing neuroplasticity in the basal ganglia: the role of exercise in Parkinson&#x2019;s disease</article-title>. <source>Mov Disord</source>. (<year>2010</year>) <volume>25</volume>:<fpage>S141</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.22782</pub-id>, <pub-id pub-id-type="pmid">20187247</pub-id></mixed-citation></ref>
<ref id="ref10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rafferty</surname><given-names>MR</given-names></name> <name><surname>Schmidt</surname><given-names>PN</given-names></name> <name><surname>Luo</surname><given-names>ST</given-names></name> <name><surname>Li</surname><given-names>K</given-names></name> <name><surname>Marras</surname><given-names>C</given-names></name> <name><surname>Davis</surname><given-names>TL</given-names></name> <etal/></person-group>. <article-title>Regular exercise, quality of life, and mobility in Parkinson&#x2019;s disease: a longitudinal analysis of National Parkinson Foundation quality improvement initiative data</article-title>. <source>J Parkinsons Dis</source>. (<year>2017</year>) <volume>7</volume>:<fpage>193</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.3233/JPD-160912</pub-id>, <pub-id pub-id-type="pmid">27858719</pub-id></mixed-citation></ref>
<ref id="ref11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Han</surname><given-names>MN</given-names></name> <name><surname>Finkelstein</surname><given-names>DI</given-names></name> <name><surname>McQuade</surname><given-names>RM</given-names></name> <name><surname>Diwakarla</surname><given-names>S</given-names></name></person-group>. <article-title>Gastrointestinal dysfunction in Parkinson&#x2019;s disease: current and potential therapeutics</article-title>. <source>J Pers Med</source>. (<year>2022</year>) <volume>12</volume>:<fpage>144</fpage>. doi: <pub-id pub-id-type="doi">10.3390/jpm12020144</pub-id>, <pub-id pub-id-type="pmid">35207632</pub-id></mixed-citation></ref>
<ref id="ref12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rusch</surname><given-names>C</given-names></name> <name><surname>Flanagan</surname><given-names>R</given-names></name> <name><surname>Suh</surname><given-names>H</given-names></name> <name><surname>Subramanian</surname><given-names>I</given-names></name></person-group>. <article-title>To restrict or not to restrict? Practical considerations for optimizing dietary protein interactions on levodopa absorption in Parkinson&#x2019;s disease</article-title>. <source>npj Parkinsons Dis</source>. (<year>2023</year>) <volume>9</volume>:<fpage>98</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41531-023-00541-w</pub-id>, <pub-id pub-id-type="pmid">37355689</pub-id></mixed-citation></ref>
<ref id="ref13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bianchi</surname><given-names>VE</given-names></name> <name><surname>Rizzi</surname><given-names>L</given-names></name> <name><surname>Somaa</surname><given-names>F</given-names></name></person-group>. <article-title>The role of nutrition on Parkinson&#x2019;s disease: a systematic review</article-title>. <source>Nutr Neurosci</source>. (<year>2022</year>) <volume>26</volume>:<fpage>605</fpage>&#x2013;<lpage>28</lpage>. doi: <pub-id pub-id-type="doi">10.1080/1028415X.2022.2073107</pub-id>, <pub-id pub-id-type="pmid">35730414</pub-id></mixed-citation></ref>
<ref id="ref14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Breasail</surname><given-names>M&#x00D3;</given-names></name> <name><surname>Smith</surname><given-names>MD</given-names></name> <name><surname>Tenison</surname><given-names>E</given-names></name> <name><surname>Henderson</surname><given-names>EJ</given-names></name> <name><surname>Lithander</surname><given-names>FE</given-names></name></person-group>. <article-title>Parkinson&#x2019;s disease: the nutrition perspective</article-title>. <source>Proc Nutr Soc</source>. (<year>2021</year>) <volume>81</volume>:<fpage>12</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.1017/s0029665121003645</pub-id>, <pub-id pub-id-type="pmid">35105409</pub-id></mixed-citation></ref>
<ref id="ref15"><label>15.</label><mixed-citation publication-type="other"><collab id="coll3">World Health Organisation</collab>. (<year>2020</year>). <article-title>Factsheet healthy diet</article-title>. Available online at: <ext-link xlink:href="https://www.who.int/news-room/fact-sheets/detail/healthy-diet" ext-link-type="uri">https://www.who.int/news-room/fact-sheets/detail/healthy-diet</ext-link>. (Accessed September 2, 2025)</mixed-citation></ref>
<ref id="ref16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van der Heide</surname><given-names>A</given-names></name> <name><surname>Meinders</surname><given-names>MJ</given-names></name> <name><surname>Speckens</surname><given-names>AEM</given-names></name> <name><surname>Peerbolte</surname><given-names>TF</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Helmich</surname><given-names>RC</given-names></name></person-group>. <article-title>Stress and mindfulness in Parkinson&#x2019;s disease: clinical effects and potential underlying mechanisms</article-title>. <source>Mov Disord</source>. (<year>2021</year>) <volume>36</volume>:<fpage>64</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.28345</pub-id>, <pub-id pub-id-type="pmid">33094858</pub-id></mixed-citation></ref>
<ref id="ref17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Song</surname><given-names>R</given-names></name> <name><surname>Grabowska</surname><given-names>W</given-names></name> <name><surname>Park</surname><given-names>M</given-names></name> <name><surname>Osypiuk</surname><given-names>K</given-names></name> <name><surname>Vergara-Diaz</surname><given-names>GP</given-names></name> <name><surname>Bonato</surname><given-names>P</given-names></name> <etal/></person-group>. <article-title>The impact of Tai Chi and Qigong mind-body exercises on motor and non-motor function and quality of life in Parkinson&#x2019;s disease: a systematic review and meta-analysis</article-title>. <source>Parkinsonism Relat Disord</source>. (<year>2017</year>) <volume>41</volume>:<fpage>3</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.parkreldis.2017.05.019</pub-id>, <pub-id pub-id-type="pmid">28602515</pub-id></mixed-citation></ref>
<ref id="ref18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>Y</given-names></name> <name><surname>Wang</surname><given-names>Y</given-names></name> <name><surname>Gao</surname><given-names>T</given-names></name> <name><surname>Reyila</surname><given-names>A</given-names></name> <name><surname>Liu</surname><given-names>J</given-names></name> <name><surname>Liu</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Effect of physiotherapy interventions on motor symptoms in people with Parkinson&#x2019;s disease: a systematic review and meta-analysis</article-title>. <source>Biol Res Nurs</source>. (<year>2023</year>) <volume>25</volume>:<fpage>586</fpage>&#x2013;<lpage>605</lpage>. doi: <pub-id pub-id-type="doi">10.1177/10998004231171587</pub-id>, <pub-id pub-id-type="pmid">37070664</pub-id></mixed-citation></ref>
<ref id="ref19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van der Heide</surname><given-names>A</given-names></name> <name><surname>Speckens</surname><given-names>AEM</given-names></name> <name><surname>Meinders</surname><given-names>MJ</given-names></name> <name><surname>Rosenthal</surname><given-names>LS</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Helmich</surname><given-names>RC</given-names></name></person-group>. <article-title>Stress and mindfulness in Parkinson&#x2019;s disease&#x2014;a survey in 5,000 patients</article-title>. <source>npj Parkinsons Dis</source>. (<year>2021</year>) <volume>7</volume>:<fpage>7</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41531-020-00152-9</pub-id></mixed-citation></ref>
<ref id="ref20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Amara</surname><given-names>AW</given-names></name> <name><surname>Wood</surname><given-names>KH</given-names></name> <name><surname>Joop</surname><given-names>A</given-names></name> <name><surname>Memon</surname><given-names>RA</given-names></name> <name><surname>Pilkington</surname><given-names>J</given-names></name> <name><surname>Tuggle</surname><given-names>SC</given-names></name> <etal/></person-group>. <article-title>Randomized, controlled trial of exercise on objective and subjective sleep in Parkinson&#x2019;s disease</article-title>. <source>Mov Disord</source>. (<year>2020</year>) <volume>35</volume>:<fpage>947</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.28009</pub-id>, <pub-id pub-id-type="pmid">32092190</pub-id></mixed-citation></ref>
<ref id="ref21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Leroi</surname><given-names>I</given-names></name> <name><surname>Baker</surname><given-names>P</given-names></name> <name><surname>Kehoe</surname><given-names>P</given-names></name> <name><surname>Daniel</surname><given-names>E</given-names></name> <name><surname>Byrne</surname><given-names>EJ</given-names></name></person-group>. <article-title>A pilot randomized controlled trial of sleep therapy in Parkinson&#x2019;s disease: effect on patients and caregivers</article-title>. <source>Int J Geriatr Psychiatry</source>. (<year>2010</year>) <volume>25</volume>:<fpage>1073</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1002/gps.2472</pub-id>, <pub-id pub-id-type="pmid">20157905</pub-id></mixed-citation></ref>
<ref id="ref22"><label>22.</label><mixed-citation publication-type="other"><person-group person-group-type="author"><name><surname>Mels</surname><given-names>AK</given-names></name> <name><surname>Vries</surname><given-names>NM</given-names></name> <name><surname>The</surname><given-names>R</given-names></name></person-group>. (<year>2024</year>). <article-title>Leefstijlkeuzehulp voor mensen met parkinson(isme) [Lifestyle decision aid for people with Parkinson(ism)]</article-title>. <source>NED J Lifestyle Med</source>. <volume>2</volume>. <fpage>282</fpage>&#x2013;<lpage>286</lpage>. Available online at: <ext-link xlink:href="https://www.ntvl.nl/journal-article/leefstijlkeuzehulp-voor-mensen-met-parkinsonisme/" ext-link-type="uri">https://www.ntvl.nl/journal-article/leefstijlkeuzehulp-voor-mensen-met-parkinsonisme/</ext-link></mixed-citation></ref>
<ref id="ref23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nauta</surname><given-names>J</given-names></name> <name><surname>van Nassau</surname><given-names>F</given-names></name> <name><surname>Bouma</surname><given-names>AJ</given-names></name> <name><surname>Krops</surname><given-names>LA</given-names></name> <name><surname>van der Ploeg</surname><given-names>HP</given-names></name> <name><surname>Verhagen</surname><given-names>E</given-names></name> <etal/></person-group>. <article-title>Facilitators and barriers for the implementation of exercise are medicine in routine clinical care in Dutch university medical centres: a mixed methodology study on clinicians&#x2019; perceptions</article-title>. <source>BMJ Open</source>. (<year>2022</year>) <volume>12</volume>:<fpage>e052920</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjopen-2021-052920</pub-id>, <pub-id pub-id-type="pmid">35292491</pub-id></mixed-citation></ref>
<ref id="ref24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Dijk</surname><given-names>ML</given-names></name> <name><surname>Te Loo</surname><given-names>LM</given-names></name> <name><surname>Vrijsen</surname><given-names>J</given-names></name> <name><surname>van den Akker-Scheek</surname><given-names>I</given-names></name> <name><surname>Westerveld</surname><given-names>S</given-names></name> <name><surname>Annema</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>LOFIT (lifestyle front office for integrating lifestyle medicine in the treatment of patients): a novel care model towards community-based options for lifestyle change-study protocol</article-title>. <source>Trials</source>. (<year>2023</year>) <volume>24</volume>:<fpage>114</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13063-022-06960-z</pub-id>, <pub-id pub-id-type="pmid">36803271</pub-id></mixed-citation></ref>
<ref id="ref25"><label>25.</label><mixed-citation publication-type="other"><collab id="coll4">BLCN</collab>. (<year>n.d.</year>). <article-title>Wat is een leefstijlcoach?</article-title>. Available online at: <ext-link xlink:href="https://blcn.nl/de-blcn-leefstijlcoach/wat-is-een-leefstijlcoach/" ext-link-type="uri">https://blcn.nl/de-blcn-leefstijlcoach/wat-is-een-leefstijlcoach/</ext-link>. (Accessed January 23, 2026)</mixed-citation></ref>
<ref id="ref26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Berendsen</surname><given-names>BA</given-names></name> <name><surname>Kremers</surname><given-names>SP</given-names></name> <name><surname>Savelberg</surname><given-names>HH</given-names></name> <name><surname>Schaper</surname><given-names>NC</given-names></name> <name><surname>Hendriks</surname><given-names>MR</given-names></name></person-group>. <article-title>The implementation and sustainability of a combined lifestyle intervention in primary care: mixed method process evaluation</article-title>. <source>BMC Fam Pract</source>. (<year>2015</year>) <volume>16</volume>:<fpage>37</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12875-015-0254-5</pub-id></mixed-citation></ref>
<ref id="ref27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ahern</surname><given-names>L</given-names></name> <name><surname>Timmons</surname><given-names>S</given-names></name> <name><surname>Lamb</surname><given-names>SE</given-names></name> <name><surname>McCullagh</surname><given-names>R</given-names></name></person-group>. <article-title>A systematic review of behaviour change interventions to improve exercise self-efficacy and adherence in people with Parkinson&#x2019;s disease using the theoretical domains framework</article-title>. <source>J Frailty Sarcopenia Falls</source>. (<year>2024</year>) <volume>9</volume>:<fpage>66</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.22540/JFSF-09-066</pub-id>, <pub-id pub-id-type="pmid">38444546</pub-id></mixed-citation></ref>
<ref id="ref28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schootemeijer</surname><given-names>S</given-names></name> <name><surname>de Vries</surname><given-names>NM</given-names></name> <name><surname>Darweesh</surname><given-names>SKL</given-names></name> <name><surname>Ascherio</surname><given-names>A</given-names></name> <name><surname>Schwarzschild</surname><given-names>MA</given-names></name> <name><surname>Macklin</surname><given-names>EA</given-names></name> <etal/></person-group>. <article-title>Promoting physical activity in people with Parkinson&#x2019;s disease through a smartphone app: a pilot study</article-title>. <source>J Neurol Phys Ther</source>. (<year>2025</year>) <volume>49</volume>:<fpage>74</fpage>&#x2013;<lpage>81</lpage>. doi: <pub-id pub-id-type="doi">10.1097/NPT.0000000000000507</pub-id>, <pub-id pub-id-type="pmid">39763021</pub-id></mixed-citation></ref>
<ref id="ref29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Compen</surname><given-names>F</given-names></name> <name><surname>Bisseling</surname><given-names>E</given-names></name> <name><surname>Schellekens</surname><given-names>M</given-names></name> <name><surname>Donders</surname><given-names>R</given-names></name> <name><surname>Carlson</surname><given-names>L</given-names></name> <name><surname>van der Lee</surname><given-names>M</given-names></name> <etal/></person-group>. <article-title>Face-to-face and internet-based mindfulness-based cognitive therapy compared with treatment as usual in reducing psychological distress in patients with cancer: a multicenter randomized controlled trial</article-title>. <source>J Clin Oncol</source>. (<year>2018</year>) <volume>36</volume>:<fpage>2413</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2017.76.5669</pub-id>, <pub-id pub-id-type="pmid">29953304</pub-id></mixed-citation></ref>
<ref id="ref30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Duits</surname><given-names>AA</given-names></name> <name><surname>Boots</surname><given-names>LMM</given-names></name> <name><surname>Mulders</surname><given-names>AEP</given-names></name> <name><surname>Moonen</surname><given-names>AJH</given-names></name> <name><surname>Vugt</surname><given-names>ME</given-names></name></person-group>. <article-title>COVID proof self-management training for caregivers of patients with Parkinson&#x2019;s disease</article-title>. <source>Mov Disord</source>. (<year>2021</year>) <volume>36</volume>:<fpage>529</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.28457</pub-id>, <pub-id pub-id-type="pmid">33368615</pub-id></mixed-citation></ref>
<ref id="ref31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Van der Zweerde</surname><given-names>T</given-names></name> <name><surname>Lancee</surname><given-names>J</given-names></name> <name><surname>Slottje</surname><given-names>P</given-names></name> <name><surname>Bosmans Judith</surname><given-names>E</given-names></name> <name><surname>Van Someren Eus</surname><given-names>JW</given-names></name> <name><surname>van Straten</surname><given-names>A</given-names></name></person-group>. <article-title>Nurse-guided internet-delivered cognitive behavioral therapy for insomnia in general practice: results from a pragmatic randomized clinical trial</article-title>. <source>Psychother Psychosom</source>. (<year>2020</year>) <volume>89</volume>:<fpage>174</fpage>&#x2013;<lpage>84</lpage>. doi: <pub-id pub-id-type="doi">10.1159/000505600</pub-id>, <pub-id pub-id-type="pmid">32069463</pub-id></mixed-citation></ref>
<ref id="ref32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Straten</surname><given-names>A</given-names></name> <name><surname>Emmelkamp</surname><given-names>J</given-names></name> <name><surname>de Wit</surname><given-names>J</given-names></name> <name><surname>Lancee</surname><given-names>J</given-names></name> <name><surname>Andersson</surname><given-names>G</given-names></name> <name><surname>van Someren</surname><given-names>EJ</given-names></name> <etal/></person-group>. <article-title>Guided internet-delivered cognitive behavioural treatment for insomnia: a randomized trial</article-title>. <source>Psychol Med</source>. (<year>2014</year>) <volume>44</volume>:<fpage>1521</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0033291713002249</pub-id>, <pub-id pub-id-type="pmid">24001364</pub-id></mixed-citation></ref>
<ref id="ref33"><label>33.</label><mixed-citation publication-type="other"><collab id="coll5">BLCN</collab>. (<year>n.d.</year>). <article-title>Leefstijlcoach BLCN-certificering</article-title>. Available online at: <ext-link xlink:href="https://blcn.nl/de-blcn-leefstijlcoach/leefstijlcoach-blcn-certificering/" ext-link-type="uri">https://blcn.nl/de-blcn-leefstijlcoach/leefstijlcoach-blcn-certificering/</ext-link>. (Accessed January 23, 2026)</mixed-citation></ref>
<ref id="ref34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stacey</surname><given-names>D</given-names></name> <name><surname>L&#x00E9;gar&#x00E9;</surname><given-names>F</given-names></name> <name><surname>Lewis</surname><given-names>K</given-names></name> <name><surname>Barry</surname><given-names>MJ</given-names></name> <name><surname>Bennett</surname><given-names>CL</given-names></name> <name><surname>Eden</surname><given-names>KB</given-names></name> <etal/></person-group>. <article-title>Decision aids for people facing health treatment or screening decisions. The Cochrane database of systematic reviews</article-title>. <source>Cochrane Database Syst Rev</source>. (<year>2017</year>) <volume>4</volume>:<fpage>CD001431</fpage>. doi: <pub-id pub-id-type="doi">10.1002/14651858.CD001431.pub5</pub-id></mixed-citation></ref>
<ref id="ref35"><label>35.</label><mixed-citation publication-type="other"><collab id="coll6">ZorgKeuzeLab</collab>. (<year>n.d.</year>). <article-title>Parkinson Leefstijl Keuzehulp</article-title>. Available online at: <ext-link xlink:href="https://parkinsonls.keuzehulp.nl/" ext-link-type="uri">https://parkinsonls.keuzehulp.nl/</ext-link>. (Accessed April 4, 2025)</mixed-citation></ref>
<ref id="ref36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Badaghi</surname><given-names>N</given-names></name> <name><surname>van Kruijsbergen</surname><given-names>M</given-names></name> <name><surname>Prins</surname><given-names>J</given-names></name> <name><surname>Kelders</surname><given-names>S</given-names></name> <name><surname>Cillessen</surname><given-names>L</given-names></name> <name><surname>Compen</surname><given-names>F</given-names></name> <etal/></person-group>. <article-title>Correction to: effect of blended and unguided online delivery of mindfulness-based cognitive therapy versus care as usual on distress among cancer patients and survivors: protocol for the three-arm parallel randomized controlled Buddy trial</article-title>. <source>BMC Psychol</source>. (<year>2023</year>) <volume>11</volume>:<fpage>43</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s40359-023-01083-9</pub-id></mixed-citation></ref>
<ref id="ref37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Badaghi</surname><given-names>N</given-names></name> <name><surname>van Kruijsbergen</surname><given-names>M</given-names></name> <name><surname>Speckens</surname><given-names>A</given-names></name> <name><surname>Vil&#x00E9;</surname><given-names>J</given-names></name> <name><surname>Prins</surname><given-names>J</given-names></name> <name><surname>Kelders</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Group, blended and individual, unguided online delivery of mindfulness-based cognitive therapy for people with cancer: feasibility uncontrolled trial</article-title>. <source>JMIR Form Res</source>. (<year>2024</year>) <volume>8</volume>:<fpage>e52338</fpage>. doi: <pub-id pub-id-type="doi">10.2196/52338</pub-id></mixed-citation></ref>
<ref id="ref38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schootemeijer</surname><given-names>S</given-names></name> <name><surname>de Vries</surname><given-names>NM</given-names></name> <name><surname>Macklin</surname><given-names>EA</given-names></name> <name><surname>Roes</surname><given-names>KCB</given-names></name> <name><surname>Joosten</surname><given-names>H</given-names></name> <name><surname>Omberg</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>The STEPWISE study: study protocol for a smartphone-based exercise solution for people with Parkinson&#x2019;s disease (randomized controlled trial)</article-title>. <source>BMC Neurol</source>. (<year>2023</year>) <volume>23</volume>:<fpage>323</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12883-023-03355-8</pub-id></mixed-citation></ref>
<ref id="ref39"><label>39.</label><mixed-citation publication-type="other"><collab id="coll7">Voedingscentrum</collab>. (<year>n.d.</year>). <article-title>Apps en Tools 2024</article-title>. Available online at: <ext-link xlink:href="https://www.voedingscentrum.nl/nl/thema/apps-en-tools-voedingscentrum.aspx" ext-link-type="uri">https://www.voedingscentrum.nl/nl/thema/apps-en-tools-voedingscentrum.aspx</ext-link>. (Accessed July 5, 2024)</mixed-citation></ref>
<ref id="ref40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Munneke</surname><given-names>M</given-names></name></person-group>. <article-title>Revolutionising management of chronic disease: the ParkinsonNet approach</article-title>. <source>BMJ</source>. (<year>2014</year>) <volume>348</volume>:<fpage>g1838</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.g1838</pub-id></mixed-citation></ref>
<ref id="ref41"><label>41.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Rompen</surname><given-names>L</given-names></name> <name><surname>Vries</surname><given-names>NM</given-names></name> <name><surname>Klink</surname><given-names>A</given-names></name> <name><surname>Munneke</surname><given-names>M</given-names></name> <name><surname>Jeurissen</surname><given-names>P</given-names></name></person-group>. <article-title>ParkinsonNet: a low-cost health care innovation with a systems approach from the Netherlands</article-title>. <source>Health Aff</source>. (<year>2017</year>) <volume>36</volume>:<fpage>1987</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1377/hlthaff.2017.0832</pub-id></mixed-citation></ref>
<ref id="ref42"><label>42.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Talebi</surname><given-names>AH</given-names></name> <name><surname>Ypinga</surname><given-names>JHL</given-names></name> <name><surname>De Vries</surname><given-names>NM</given-names></name> <name><surname>Nonnekes</surname><given-names>J</given-names></name> <name><surname>Munneke</surname><given-names>M</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <etal/></person-group>. <article-title>Specialized versus generic allied health therapy and the risk of Parkinson&#x2019;s disease complications</article-title>. <source>Mov Disord</source>. (<year>2023</year>) <volume>38</volume>:<fpage>223</fpage>&#x2013;<lpage>31</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.29274</pub-id>, <pub-id pub-id-type="pmid">36424819</pub-id></mixed-citation></ref>
<ref id="ref43"><label>43.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ypinga</surname><given-names>JHL</given-names></name> <name><surname>de Vries</surname><given-names>NM</given-names></name> <name><surname>Boonen</surname><given-names>L</given-names></name> <name><surname>Koolman</surname><given-names>X</given-names></name> <name><surname>Munneke</surname><given-names>M</given-names></name> <name><surname>Zwinderman</surname><given-names>AH</given-names></name> <etal/></person-group>. <article-title>Effectiveness and costs of specialised physiotherapy given via ParkinsonNet: a retrospective analysis of medical claims data</article-title>. <source>Lancet Neurol</source>. (<year>2018</year>) <volume>17</volume>:<fpage>153</fpage>&#x2013;<lpage>61</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S1474-4422(17)30406-4</pub-id>, <pub-id pub-id-type="pmid">29246470</pub-id></mixed-citation></ref>
<ref id="ref44"><label>44.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Peto</surname><given-names>V</given-names></name> <name><surname>Jenkinson</surname><given-names>C</given-names></name> <name><surname>Fitzpatrick</surname><given-names>R</given-names></name> <name><surname>Greenhall</surname><given-names>R</given-names></name></person-group>. <article-title>The development and validation of a short measure of functioning and well being for individuals with Parkinson&#x2019;s disease</article-title>. <source>Qual Life Res</source>. (<year>1995</year>) <volume>4</volume>:<fpage>241</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1007/bf02260863</pub-id>, <pub-id pub-id-type="pmid">7613534</pub-id></mixed-citation></ref>
<ref id="ref45"><label>45.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Martinez-Martin</surname><given-names>P</given-names></name> <name><surname>Jeukens-Visser</surname><given-names>M</given-names></name> <name><surname>Lyons</surname><given-names>KE</given-names></name> <name><surname>Rodriguez-Blazquez</surname><given-names>C</given-names></name> <name><surname>Selai</surname><given-names>C</given-names></name> <name><surname>Siderowf</surname><given-names>A</given-names></name> <etal/></person-group>. <article-title>Health-related quality-of-life scales in Parkinson&#x2019;s disease: critique and recommendations</article-title>. <source>Mov Disord</source>. (<year>2011</year>) <volume>26</volume>:<fpage>2371</fpage>&#x2013;<lpage>80</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.23834</pub-id>, <pub-id pub-id-type="pmid">21735480</pub-id></mixed-citation></ref>
<ref id="ref46"><label>46.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Berardi</surname><given-names>A</given-names></name> <name><surname>Regoli</surname><given-names>E</given-names></name> <name><surname>Tofani</surname><given-names>M</given-names></name> <name><surname>Valente</surname><given-names>D</given-names></name> <name><surname>Fabbrini</surname><given-names>G</given-names></name> <name><surname>Fabbrini</surname><given-names>A</given-names></name> <etal/></person-group>. <article-title>Tools to assess the quality of life in patients with Parkinson&#x2019;s disease: a systematic review</article-title>. <source>Expert Rev Pharmacoecon Outcomes Res</source>. (<year>2021</year>) <volume>21</volume>:<fpage>55</fpage>&#x2013;<lpage>68</lpage>. doi: <pub-id pub-id-type="doi">10.1080/14737167.2021.1841638</pub-id>, <pub-id pub-id-type="pmid">33090885</pub-id></mixed-citation></ref>
<ref id="ref47"><label>47.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Janssen</surname><given-names>MF</given-names></name> <name><surname>Pickard</surname><given-names>AS</given-names></name> <name><surname>Golicki</surname><given-names>D</given-names></name> <name><surname>Gudex</surname><given-names>C</given-names></name> <name><surname>Niewada</surname><given-names>M</given-names></name> <name><surname>Scalone</surname><given-names>L</given-names></name> <etal/></person-group>. <article-title>Measurement properties of the EQ-5D-5L compared to the EQ-5D-3L across eight patient groups: a multi-country study</article-title>. <source>Qual Life Res</source>. (<year>2013</year>) <volume>22</volume>:<fpage>1717</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11136-012-0322-4</pub-id>, <pub-id pub-id-type="pmid">23184421</pub-id></mixed-citation></ref>
<ref id="ref48"><label>48.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lamers</surname><given-names>LM</given-names></name> <name><surname>Stalmeier</surname><given-names>PF</given-names></name> <name><surname>McDonnell</surname><given-names>J</given-names></name> <name><surname>Krabbe</surname><given-names>PF</given-names></name> <name><surname>van Busschbach</surname><given-names>JJ</given-names></name></person-group>. <article-title>Measuring the quality of life in economic evaluations: the Dutch EQ-5D tariff</article-title>. <source>Ned Tijdschr Geneeskd</source>. (<year>2005</year>) <volume>149</volume>:<fpage>1574</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="pmid">16038162</pub-id></mixed-citation></ref>
<ref id="ref49"><label>49.</label><mixed-citation publication-type="other"><collab id="coll8">EuroQol Research Foundation</collab>. (<year>2009</year>). <article-title>EQ-5D-5L</article-title>. Available online at: <ext-link xlink:href="https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-5l/" ext-link-type="uri">https://euroqol.org/information-and-support/euroqol-instruments/eq-5d-5l/</ext-link>. (Accessed July 5, 2024)</mixed-citation></ref>
<ref id="ref50"><label>50.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Goetz</surname><given-names>CG</given-names></name> <name><surname>Tilley</surname><given-names>BC</given-names></name> <name><surname>Shaftman</surname><given-names>SR</given-names></name> <name><surname>Stebbins</surname><given-names>GT</given-names></name> <name><surname>Fahn</surname><given-names>S</given-names></name> <name><surname>Martinez-Martin</surname><given-names>P</given-names></name> <etal/></person-group>. <article-title>Movement disorder society-sponsored revision of the Unified Parkinson&#x2019;s Disease Rating Scale (MDS-UPDRS): scale presentation and clinimetric testing results</article-title>. <source>Mov Disord</source>. (<year>2008</year>) <volume>23</volume>:<fpage>2129</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.22340</pub-id>, <pub-id pub-id-type="pmid">19025984</pub-id></mixed-citation></ref>
<ref id="ref51"><label>51.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shulman</surname><given-names>LM</given-names></name> <name><surname>Armstrong</surname><given-names>M</given-names></name> <name><surname>Ellis</surname><given-names>T</given-names></name> <name><surname>Gruber-Baldini</surname><given-names>A</given-names></name> <name><surname>Horak</surname><given-names>F</given-names></name> <name><surname>Nieuwboer</surname><given-names>A</given-names></name> <etal/></person-group>. <article-title>Disability rating scales in Parkinson&#x2019;s disease: critique and recommendations</article-title>. <source>Mov Disord</source>. (<year>2016</year>) <volume>31</volume>:<fpage>1455</fpage>&#x2013;<lpage>65</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.26649</pub-id>, <pub-id pub-id-type="pmid">27193358</pub-id></mixed-citation></ref>
<ref id="ref52"><label>52.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Elbers</surname><given-names>RG</given-names></name> <name><surname>Rietberg</surname><given-names>MB</given-names></name> <name><surname>van Wegen</surname><given-names>EE</given-names></name> <name><surname>Verhoef</surname><given-names>J</given-names></name> <name><surname>Kramer</surname><given-names>SF</given-names></name> <name><surname>Terwee</surname><given-names>CB</given-names></name> <etal/></person-group>. <article-title>Self-report fatigue questionnaires in multiple sclerosis, Parkinson&#x2019;s disease and stroke: a systematic review of measurement properties</article-title>. <source>Qual Life Res</source>. (<year>2012</year>) <volume>21</volume>:<fpage>925</fpage>&#x2013;<lpage>44</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11136-011-0009-2</pub-id>, <pub-id pub-id-type="pmid">22012025</pub-id></mixed-citation></ref>
<ref id="ref53"><label>53.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>McCormack</surname><given-names>HM</given-names></name> <name><surname>Horne</surname><given-names>DJ</given-names></name> <name><surname>Sheather</surname><given-names>S</given-names></name></person-group>. <article-title>Clinical applications of visual analogue scales: a critical review</article-title>. <source>Psychol Med</source>. (<year>1988</year>) <volume>18</volume>:<fpage>1007</fpage>&#x2013;<lpage>19</lpage>. doi: <pub-id pub-id-type="doi">10.1017/s0033291700009934</pub-id>, <pub-id pub-id-type="pmid">3078045</pub-id></mixed-citation></ref>
<ref id="ref54"><label>54.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Looman</surname><given-names>M</given-names></name> <name><surname>Feskens</surname><given-names>EJ</given-names></name> <name><surname>de Rijk</surname><given-names>M</given-names></name> <name><surname>Meijboom</surname><given-names>S</given-names></name> <name><surname>Biesbroek</surname><given-names>S</given-names></name> <name><surname>Temme</surname><given-names>EH</given-names></name> <etal/></person-group>. <article-title>Development and evaluation of the Dutch Healthy Diet index 2015</article-title>. <source>Public Health Nutr</source>. (<year>2017</year>) <volume>20</volume>:<fpage>2289</fpage>&#x2013;<lpage>99</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S136898001700091X</pub-id>, <pub-id pub-id-type="pmid">28625202</pub-id></mixed-citation></ref>
<ref id="ref55"><label>55.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rodriguez-Blazquez</surname><given-names>C</given-names></name> <name><surname>Frades-Payo</surname><given-names>B</given-names></name> <name><surname>Forjaz</surname><given-names>MJ</given-names></name> <name><surname>de Pedro-Cuesta</surname><given-names>J</given-names></name> <name><surname>Martinez-Martin</surname><given-names>P</given-names></name></person-group>. <article-title>Psychometric attributes of the Hospital Anxiety and Depression Scale in Parkinson&#x2019;s disease</article-title>. <source>Mov Disord</source>. (<year>2009</year>) <volume>24</volume>:<fpage>519</fpage>&#x2013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.22321</pub-id>, <pub-id pub-id-type="pmid">19177496</pub-id></mixed-citation></ref>
<ref id="ref56"><label>56.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Stel</surname><given-names>VS</given-names></name> <name><surname>Smit</surname><given-names>JH</given-names></name> <name><surname>Pluijm</surname><given-names>SM</given-names></name> <name><surname>Visser</surname><given-names>M</given-names></name> <name><surname>Deeg</surname><given-names>DJ</given-names></name> <name><surname>Lips</surname><given-names>P</given-names></name></person-group>. <article-title>Comparison of the LASA physical activity questionnaire with a 7-day diary and pedometer</article-title>. <source>J Clin Epidemiol</source>. (<year>2004</year>) <volume>57</volume>:<fpage>252</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jclinepi.2003.07.008</pub-id>, <pub-id pub-id-type="pmid">15066685</pub-id></mixed-citation></ref>
<ref id="ref57"><label>57.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bastien</surname><given-names>CH</given-names></name> <name><surname>Valli&#x00E8;res</surname><given-names>A</given-names></name> <name><surname>Morin</surname><given-names>CM</given-names></name></person-group>. <article-title>Validation of the insomnia severity index as an outcome measure for insomnia research</article-title>. <source>Sleep Med</source>. (<year>2001</year>) <volume>2</volume>:<fpage>297</fpage>&#x2013;<lpage>307</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s1389-9457(00)00065-4</pub-id>, <pub-id pub-id-type="pmid">11438246</pub-id></mixed-citation></ref>
<ref id="ref58"><label>58.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Johns</surname><given-names>MW</given-names></name></person-group>. <article-title>A new method for measuring daytime sleepiness: the Epworth sleepiness scale</article-title>. <source>Sleep</source>. (<year>1991</year>) <volume>14</volume>:<fpage>540</fpage>&#x2013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1093/sleep/14.6.540</pub-id>, <pub-id pub-id-type="pmid">1798888</pub-id></mixed-citation></ref>
<ref id="ref59"><label>59.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zea-Sevilla</surname><given-names>MA</given-names></name> <name><surname>Mart&#x00ED;nez-Mart&#x00ED;n</surname><given-names>P</given-names></name></person-group>. <article-title>Rating scales and questionnaires for assessment of sleep disorders in Parkinson&#x2019;s disease: what they inform about?</article-title> <source>J Neural Transm</source>. (<year>2014</year>) <volume>121</volume>:<fpage>33</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00702-014-1217-z</pub-id></mixed-citation></ref>
<ref id="ref60"><label>60.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>H&#x00F6;gl</surname><given-names>B</given-names></name> <name><surname>Arnulf</surname><given-names>I</given-names></name> <name><surname>Comella</surname><given-names>C</given-names></name> <name><surname>Ferreira</surname><given-names>J</given-names></name> <name><surname>Iranzo</surname><given-names>A</given-names></name> <name><surname>Tilley</surname><given-names>B</given-names></name> <etal/></person-group>. <article-title>Scales to assess sleep impairment in Parkinson&#x2019;s disease: critique and recommendations</article-title>. <source>Mov Disord</source>. (<year>2010</year>) <volume>25</volume>:<fpage>2704</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.23190</pub-id>, <pub-id pub-id-type="pmid">20931631</pub-id></mixed-citation></ref>
<ref id="ref61"><label>61.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nilsson</surname><given-names>MH</given-names></name> <name><surname>Hagell</surname><given-names>P</given-names></name> <name><surname>Iwarsson</surname><given-names>S</given-names></name></person-group>. <article-title>Psychometric properties of the General Self-Efficacy Scale in Parkinson&#x2019;s disease</article-title>. <source>Acta Neurol Scand</source>. (<year>2015</year>) <volume>132</volume>:<fpage>89</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ane.12368</pub-id>, <pub-id pub-id-type="pmid">25630440</pub-id></mixed-citation></ref>
<ref id="ref62"><label>62.</label><mixed-citation publication-type="book"><person-group person-group-type="author"><name><surname>Schwarzer</surname><given-names>R</given-names></name> <name><surname>Jerusalem</surname><given-names>M</given-names></name> <name><surname>Weinman</surname><given-names>J</given-names></name> <name><surname>Wright</surname><given-names>S</given-names></name> <name><surname>Johnston</surname><given-names>M</given-names></name></person-group>. "<chapter-title>Generalized Self-Efficacy Scale</chapter-title>" In: <source>Measures in health psychology: a user&#x2019;s portfolio causal and control beliefs</source>. <publisher-loc>Windsor</publisher-loc>: <publisher-name>NFER-NELSON</publisher-name> (<year>1995</year>)</mixed-citation></ref>
<ref id="ref63"><label>63.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Boer</surname><given-names>LM</given-names></name> <name><surname>Daudey</surname><given-names>L</given-names></name> <name><surname>Peters</surname><given-names>JB</given-names></name> <name><surname>Molema</surname><given-names>J</given-names></name> <name><surname>Prins</surname><given-names>JB</given-names></name> <name><surname>Vercoulen</surname><given-names>JH</given-names></name></person-group>. <article-title>Assessing the stages of the grieving process in chronic obstructive pulmonary disease (COPD): validation of the Acceptance of Disease and Impairments Questionnaire (ADIQ)</article-title>. <source>Int J Behav Med</source>. (<year>2014</year>) <volume>21</volume>:<fpage>561</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12529-013-9312-3</pub-id>, <pub-id pub-id-type="pmid">23645551</pub-id></mixed-citation></ref>
<ref id="ref64"><label>64.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Edwards</surname><given-names>J</given-names></name> <name><surname>O&#x2019;Neill</surname><given-names>R</given-names></name></person-group>. <article-title>The construct validity of scores on the ways of coping questionnaire: confirmatory analysis of alternative factor structures</article-title>. <source>Educ Psychol Meas</source>. (<year>1998</year>) <volume>58</volume>:<fpage>955</fpage>&#x2013;<lpage>83</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0013164498058006007</pub-id></mixed-citation></ref>
<ref id="ref65"><label>65.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bramsen</surname><given-names>I</given-names></name> <name><surname>Bleiker</surname><given-names>EMA</given-names></name> <name><surname>Triemstra</surname><given-names>AHM</given-names></name> <name><surname>Rossum</surname><given-names>SMGV</given-names></name> <name><surname>Ploeg</surname><given-names>HM</given-names></name></person-group>. <article-title>A Dutch adaptation of the ways of coping questionnaire: factor structure and psychometric properties</article-title>. <source>Anxiety Stress Coping</source>. (<year>1995</year>) <volume>8</volume>:<fpage>337</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10615809508249383</pub-id></mixed-citation></ref>
<ref id="ref66"><label>66.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rademakers</surname><given-names>J</given-names></name> <name><surname>Nijman</surname><given-names>J</given-names></name> <name><surname>Hoek</surname><given-names>L</given-names></name> <name><surname>Heijmans</surname><given-names>M</given-names></name> <name><surname>Rijken</surname><given-names>M</given-names></name></person-group>. <article-title>Measuring patient activation in The Netherlands: translation and validation of the American short form Patient Activation Measure (PAM13)</article-title>. <source>BMC Public Health</source>. (<year>2012</year>) <volume>12</volume>:<fpage>577</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2458-12-577</pub-id>, <pub-id pub-id-type="pmid">22849664</pub-id></mixed-citation></ref>
<ref id="ref67"><label>67.</label><mixed-citation publication-type="other"><collab id="coll9">Empatica</collab>. (<year>n.d.</year>). <article-title>The world&#x2019;s most advanced smartwatch for continuous health monitoring</article-title>. Available online at: <ext-link xlink:href="https://www.empatica.com/embraceplus" ext-link-type="uri">https://www.empatica.com/embraceplus</ext-link></mixed-citation></ref>
<ref id="ref68"><label>68.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Collett</surname><given-names>J</given-names></name> <name><surname>Brusco</surname><given-names>N</given-names></name> <name><surname>Cordell</surname><given-names>N</given-names></name> <name><surname>Cockroft</surname><given-names>A</given-names></name> <name><surname>Lawrie</surname><given-names>S</given-names></name> <name><surname>Coe</surname><given-names>S</given-names></name> <etal/></person-group>. <article-title>Lost employment potential and supporting people with Parkinson&#x2019;s to stay in work: insights from a Pan European cross-sectional survey</article-title>. <source>Disabil Rehabil</source>. (<year>2023</year>) <volume>45</volume>:<fpage>832</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1080/09638288.2022.2043460</pub-id>, <pub-id pub-id-type="pmid">35249423</pub-id></mixed-citation></ref>
<ref id="ref69"><label>69.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Timpka</surname><given-names>J</given-names></name> <name><surname>Dahlstr&#x00F6;m</surname><given-names>&#x00D6;</given-names></name> <name><surname>Nilsson</surname><given-names>MH</given-names></name> <name><surname>Iwarsson</surname><given-names>S</given-names></name> <name><surname>Odin</surname><given-names>P</given-names></name></person-group>. <article-title>Time to workforce exit after a Parkinson&#x2019;s disease diagnosis</article-title>. <source>npj Parkinsons Dis</source>. (<year>2023</year>) <volume>9</volume>:<fpage>72</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41531-023-00513-0</pub-id>, <pub-id pub-id-type="pmid">37156779</pub-id></mixed-citation></ref>
<ref id="ref70"><label>70.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Robinson</surname><given-names>BC</given-names></name></person-group>. <article-title>Validation of a caregiver strain index</article-title>. <source>J Gerontol</source>. (<year>1983</year>) <volume>38</volume>:<fpage>344</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1093/geronj/38.3.344</pub-id>, <pub-id pub-id-type="pmid">6841931</pub-id></mixed-citation></ref>
<ref id="ref71"><label>71.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pigott</surname><given-names>JS</given-names></name> <name><surname>Kane</surname><given-names>EJ</given-names></name> <name><surname>Ambler</surname><given-names>G</given-names></name> <name><surname>Walters</surname><given-names>K</given-names></name> <name><surname>Schrag</surname><given-names>A</given-names></name></person-group>. <article-title>Systematic review and meta-analysis of clinical effectiveness of self-management interventions in Parkinson&#x2019;s disease</article-title>. <source>BMC Geriatr</source>. (<year>2022</year>) <volume>22</volume>:<fpage>45</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12877-021-02656-2</pub-id>, <pub-id pub-id-type="pmid">35016613</pub-id></mixed-citation></ref>
<ref id="ref72"><label>72.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>A&#x2019;Campo</surname><given-names>LE</given-names></name> <name><surname>Wekking</surname><given-names>EM</given-names></name> <name><surname>Spliethoff-Kamminga</surname><given-names>NG</given-names></name> <name><surname>Le Cessie</surname><given-names>S</given-names></name> <name><surname>Roos</surname><given-names>RA</given-names></name></person-group>. <article-title>The benefits of a standardized patient education program for patients with Parkinson&#x2019;s disease and their caregivers</article-title>. <source>Parkinsonism Relat Disord</source>. (<year>2010</year>) <volume>16</volume>:<fpage>89</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.parkreldis.2009.07.009</pub-id>, <pub-id pub-id-type="pmid">19674927</pub-id></mixed-citation></ref>
<ref id="ref73"><label>73.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Navarta-S&#x00E1;nchez</surname><given-names>MV</given-names></name> <name><surname>Ambrosio</surname><given-names>L</given-names></name> <name><surname>Portillo</surname><given-names>MC</given-names></name> <name><surname>Urs&#x00FA;a</surname><given-names>ME</given-names></name> <name><surname>Senosiain</surname><given-names>JM</given-names></name> <name><surname>Riverol</surname><given-names>M</given-names></name></person-group>. <article-title>Evaluation of a psychoeducational intervention compared with education in people with Parkinson&#x2019;s disease and their informal caregivers: a quasi-experimental study</article-title>. <source>J Adv Nurs</source>. (<year>2020</year>) <volume>76</volume>:<fpage>2719</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jan.14476</pub-id>, <pub-id pub-id-type="pmid">32798329</pub-id></mixed-citation></ref>
<ref id="ref74"><label>74.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ax&#x00E9;n</surname><given-names>I</given-names></name> <name><surname>Bj&#x00F6;rk Br&#x00E4;mberg</surname><given-names>E</given-names></name> <name><surname>Galaasen Bakken</surname><given-names>A</given-names></name> <name><surname>Kwak</surname><given-names>L</given-names></name></person-group>. <article-title>Recruiting in intervention studies: challenges and solutions</article-title>. <source>BMJ Open</source>. (<year>2021</year>) <volume>11</volume>:<fpage>e044702</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmjopen-2020-044702</pub-id>, <pub-id pub-id-type="pmid">33495262</pub-id></mixed-citation></ref>
<ref id="ref75"><label>75.</label><mixed-citation publication-type="other"><collab id="coll10">Castor</collab>. (<year>n.d.</year>). <article-title>Castor Electronic Data Capture 2019</article-title>. Available online at: <ext-link xlink:href="https://castoredc.com" ext-link-type="uri">https://castoredc.com</ext-link>. (Accessed August 27, 2019)</mixed-citation></ref>
<ref id="ref76"><label>76.</label><mixed-citation publication-type="other"><person-group person-group-type="author"><name><surname>Post</surname><given-names>E</given-names></name> <name><surname>Veldkamp</surname><given-names>K</given-names></name> <name><surname>Timmermans</surname><given-names>N</given-names></name> <name><surname>Soriano</surname><given-names>D</given-names></name> <name><surname>Kasalica</surname><given-names>V</given-names></name> <name><surname>Kok</surname><given-names>P</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>ParaDigMa&#x2014;a toolbox for deriving Parkinson&#x2019;s disease Digital Markers from real-life wrist sensor data (v0.4.2)</article-title>. doi: <pub-id pub-id-type="doi">10.5281/zenodo.14697195</pub-id></mixed-citation></ref>
<ref id="ref77"><label>77.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fonseca</surname><given-names>P</given-names></name> <name><surname>Ross</surname><given-names>M</given-names></name> <name><surname>Cerny</surname><given-names>A</given-names></name> <name><surname>Anderer</surname><given-names>P</given-names></name> <name><surname>van Meulen</surname><given-names>F</given-names></name> <name><surname>Janssen</surname><given-names>H</given-names></name> <etal/></person-group>. <article-title>A computationally efficient algorithm for wearable sleep staging in clinical populations</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>9182</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-023-36444-2</pub-id>, <pub-id pub-id-type="pmid">37280297</pub-id></mixed-citation></ref>
<ref id="ref78"><label>78.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schootemeijer</surname><given-names>S</given-names></name> <name><surname>van der Kolk</surname><given-names>NM</given-names></name> <name><surname>Ellis</surname><given-names>T</given-names></name> <name><surname>Mirelman</surname><given-names>A</given-names></name> <name><surname>Nieuwboer</surname><given-names>A</given-names></name> <name><surname>Nieuwhof</surname><given-names>F</given-names></name> <etal/></person-group>. <article-title>Barriers and motivators to engage in exercise for persons with Parkinson&#x2019;s disease</article-title>. <source>J Parkinsons Dis</source>. (<year>2020</year>) <volume>10</volume>:<fpage>1293</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.3233/jpd-202247</pub-id>, <pub-id pub-id-type="pmid">32925106</pub-id></mixed-citation></ref>
<ref id="ref79"><label>79.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Nimwegen</surname><given-names>M</given-names></name> <name><surname>Speelman</surname><given-names>AD</given-names></name> <name><surname>Overeem</surname><given-names>S</given-names></name> <name><surname>van de Warrenburg</surname><given-names>BP</given-names></name> <name><surname>Smulders</surname><given-names>K</given-names></name> <name><surname>Dontje</surname><given-names>ML</given-names></name> <etal/></person-group>. <article-title>Promotion of physical activity and fitness in sedentary patients with Parkinson&#x2019;s disease: randomised controlled trial</article-title>. <source>BMJ</source>. (<year>2013</year>) <volume>346</volume>:<fpage>f576</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bmj.f576</pub-id>, <pub-id pub-id-type="pmid">23457213</pub-id></mixed-citation></ref>
<ref id="ref80"><label>80.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Maas</surname><given-names>BR</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Ben-Shlomo</surname><given-names>Y</given-names></name> <name><surname>Evers</surname><given-names>LJW</given-names></name> <name><surname>Helmich</surname><given-names>RC</given-names></name> <name><surname>Kalf</surname><given-names>JG</given-names></name> <etal/></person-group>. <article-title>Time trends in demographic characteristics of participants and outcome measures in Parkinson&#x2019;s disease research: a 19-year single-center experience</article-title>. <source>Clin Park Relat Disord</source>. (<year>2023</year>) <volume>8</volume>:<fpage>100185</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.prdoa.2023.100185</pub-id></mixed-citation></ref>
<ref id="ref81"><label>81.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>G&#x00F6;ttgens</surname><given-names>I</given-names></name> <name><surname>Darweesh</surname><given-names>SKL</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <name><surname>Oertelt-Prigione</surname><given-names>S</given-names></name></person-group>. <article-title>The impact of multiple gender dimensions on health-related quality of life in persons with Parkinson&#x2019;s disease: an exploratory study</article-title>. <source>J Neurol</source>. (<year>2022</year>) <volume>269</volume>:<fpage>5963</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00415-022-11228-2</pub-id>, <pub-id pub-id-type="pmid">35833983</pub-id></mixed-citation></ref>
<ref id="ref82"><label>82.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>G&#x00F6;ttgens</surname><given-names>I</given-names></name> <name><surname>van Halteren</surname><given-names>AD</given-names></name> <name><surname>de Vries</surname><given-names>NM</given-names></name> <name><surname>Meinders</surname><given-names>MJ</given-names></name> <name><surname>Ben-Shlomo</surname><given-names>Y</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name> <etal/></person-group>. <article-title>The impact of sex and gender on the multidisciplinary management of care for persons with Parkinson&#x2019;s disease</article-title>. <source>Front Neurol</source>. (<year>2020</year>) <volume>11</volume>:<fpage>576121</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneur.2020.576121</pub-id>, <pub-id pub-id-type="pmid">33071952</pub-id></mixed-citation></ref>
<ref id="ref83"><label>83.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tosserams</surname><given-names>A</given-names></name> <name><surname>Araujo</surname><given-names>R</given-names></name> <name><surname>Pringsheim</surname><given-names>T</given-names></name> <name><surname>Post</surname><given-names>B</given-names></name> <name><surname>Darweesh</surname><given-names>SKL</given-names></name> <name><surname>IntHout</surname><given-names>J</given-names></name> <etal/></person-group>. <article-title>Underrepresentation of women in Parkinson&#x2019;s disease trials</article-title>. <source>Mov Disord</source>. (<year>2018</year>) <volume>33</volume>:<fpage>1825</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.27505</pub-id>, <pub-id pub-id-type="pmid">30311268</pub-id></mixed-citation></ref>
<ref id="ref84"><label>84.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Meinders</surname><given-names>MJ</given-names></name> <name><surname>Marks</surname><given-names>WJ</given-names></name> <name><surname>van Zundert</surname><given-names>SBM</given-names></name> <name><surname>Kapur</surname><given-names>R</given-names></name> <name><surname>Bloem</surname><given-names>BR</given-names></name></person-group>. <article-title>Enhancing participant engagement in clinical studies: strategies applied in the personalized Parkinson project</article-title>. <source>J Parkinsons Dis</source>. (<year>2023</year>) <volume>13</volume>:<fpage>637</fpage>&#x2013;<lpage>40</lpage>. doi: <pub-id pub-id-type="doi">10.3233/JPD-225015</pub-id>, <pub-id pub-id-type="pmid">37092234</pub-id></mixed-citation></ref>
<ref id="ref85"><label>85.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Middleton</surname><given-names>KR</given-names></name> <name><surname>Anton</surname><given-names>SD</given-names></name> <name><surname>Perri</surname><given-names>MG</given-names></name></person-group>. <article-title>Long-term adherence to health behavior change</article-title>. <source>Am J Lifestyle Med</source>. (<year>2013</year>) <volume>7</volume>:<fpage>395</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1559827613488867</pub-id>, <pub-id pub-id-type="pmid">27547170</pub-id></mixed-citation></ref>
<ref id="ref86"><label>86.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Rinsum</surname><given-names>C</given-names></name> <name><surname>Gerards</surname><given-names>S</given-names></name> <name><surname>Rutten</surname><given-names>G</given-names></name> <name><surname>Philippens</surname><given-names>N</given-names></name> <name><surname>Janssen</surname><given-names>E</given-names></name> <name><surname>Winkens</surname><given-names>B</given-names></name> <etal/></person-group>. <article-title>The coaching on lifestyle (CooL) intervention for overweight and obesity: a longitudinal study into participants&#x2019; lifestyle changes</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2018</year>) <volume>15</volume>:<fpage>680</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph15040680</pub-id>, <pub-id pub-id-type="pmid">29617337</pub-id></mixed-citation></ref>
<ref id="ref87"><label>87.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nijboer</surname><given-names>JK</given-names></name> <name><surname>Hoekstra</surname><given-names>T</given-names></name> <name><surname>Douma</surname><given-names>EH</given-names></name> <name><surname>Fluit</surname><given-names>M</given-names></name> <name><surname>Vos</surname><given-names>L</given-names></name> <name><surname>Hoekstra</surname><given-names>F</given-names></name></person-group>. <article-title>Lifestyle coaching for people living with physical disabilities: exploring perceptions of clients and professionals</article-title>. <source>Disabil Rehabil</source>. (<year>2025</year>) <volume>47</volume>:<fpage>5563</fpage>&#x2013;<lpage>73</lpage>. doi: <pub-id pub-id-type="doi">10.1080/09638288.2025.2462205</pub-id>, <pub-id pub-id-type="pmid">39960096</pub-id></mixed-citation></ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1589825/overview">Laikang Yu</ext-link>, Beijing Sport University, China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1343613/overview">Christos Sidiropoulos</ext-link>, Michigan State University, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2277863/overview">Graham Jones</ext-link>, Tufts Medical Center, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3334481/overview">Therese Brovold</ext-link>, Oslo Metropolitan University, Norway</p>
</fn>
</fn-group>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>ADIQ</term>
<def>
<p>Acceptance of Disease and Impairments Questionnaire</p>
</def>
</def-item>
<def-item>
<term>AEs</term>
<def>
<p>Adverse events</p>
</def>
</def-item>
<def-item id="path4">
<term>CBT-i</term>
<def>
<p>Cognitive behavioral therapy for insomnia</p>
</def>
</def-item>
<def-item>
<term>CSI</term>
<def>
<p>Caregiver Strain Index</p>
</def>
</def-item>
<def-item>
<term>DHD15-index</term>
<def>
<p>Dutch Healthy Diet Index 2015</p>
</def>
</def-item>
<def-item>
<term>EQ-5D-5L</term>
<def>
<p>EuroQol 5D-5L</p>
</def>
</def-item>
<def-item>
<term>ESS</term>
<def>
<p>Epsworth Sleepiness Scale</p>
</def>
</def-item>
<def-item>
<term>FSS</term>
<def>
<p>Fatigue Severity Scale</p>
</def>
</def-item>
<def-item>
<term>GSES</term>
<def>
<p>General Self-Efficacy Scale</p>
</def>
</def-item>
<def-item>
<term>HADS</term>
<def>
<p>Hospital Anxiety and Depression Scale</p>
</def>
</def-item>
<def-item>
<term>ISI</term>
<def>
<p>Insomnia Severity Index</p>
</def>
</def-item>
<def-item>
<term>LAPAQ</term>
<def>
<p>LASA</p>
<p>Physical Activity Questionnaire</p>
</def>
</def-item>
<def-item>
<term>LMM</term>
<def>
<p>Linear mixed model</p>
</def>
</def-item>
<def-item>
<term>MBCT</term>
<def>
<p>Mindfulness-based cognitive therapy</p>
</def>
</def-item>
<def-item>
<term>MBIs</term>
<def>
<p>Mindfulness-based interventions</p>
</def>
</def-item>
<def-item>
<term>MDS</term>
<def>
<p>Movement Disorders Society</p>
</def>
</def-item>
<def-item>
<term>MDS-UPDRS</term>
<def>
<p>MDS-Unified Parkinson&#x2019;s Disease Rating Scale</p>
</def>
</def-item>
<def-item>
<term>MREC</term>
<def>
<p>Medical Research Ethics Committee</p>
</def>
</def-item>
<def-item>
<term>PAM</term>
<def>
<p>Patient Activation Measure</p>
</def>
</def-item>
<def-item>
<term>PD</term>
<def>
<p>Parkinson&#x2019;s disease</p>
</def>
</def-item>
<def-item>
<term>PDQ-39</term>
<def>
<p>Parkinson&#x2019;s Disease Questionnaire-39</p>
</def>
</def-item>
<def-item>
<term>PPG</term>
<def>
<p>Photoplethysmography</p>
</def>
</def-item>
<def-item>
<term>QALYs</term>
<def>
<p>Quality-adjusted life years</p>
</def>
</def-item>
<def-item>
<term>QoL</term>
<def>
<p>Quality of life</p>
</def>
</def-item>
<def-item>
<term>Radboudumc</term>
<def>
<p>Radboud University Medical Center</p>
</def>
</def-item>
<def-item>
<term>RCT</term>
<def>
<p>Randomized controlled trial</p>
</def>
</def-item>
<def-item>
<term>RDR</term>
<def>
<p>Radboud Data Repository</p>
</def>
</def-item>
<def-item>
<term>SAEs</term>
<def>
<p>Serious adverse events</p>
</def>
</def-item>
<def-item>
<term>SENSS</term>
<def>
<p>Stress, Exercise, Nutrition, Sleep, Self-management</p>
</def>
</def-item>
<def-item>
<term>TU/e</term>
<def>
<p>Eindhoven University of Technology</p>
</def>
</def-item>
<def-item>
<term>VAS</term>
<def>
<p>Visual Analogue Scale</p>
</def>
</def-item>
<def-item>
<term>WCQ</term>
<def>
<p>Ways of Coping Questionnaire</p>
</def>
</def-item>
<def-item>
<term>WMO</term>
<def>
<p>Dutch Medical Research Involving Human Subjects Act</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>