<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="other" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.161851.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Study Protocol</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Plymfit study: A study to investigate the feasibility of wrist-worn smartwatch use in perioperative care</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Hunter</surname>
                        <given-names>Alex</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-0527-0419</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Fabes</surname>
                        <given-names>Jeremy</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1111-5973</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Anaesthesia, University Hospitals Plymouth NHS Trust, Plymouth, England, PL6 8DH, UK</aff>
                <aff id="a2">
                    <label>2</label>University of Plymouth Faculty of Health, Plymouth, England, UK</aff>
                <aff id="a3">
                    <label>3</label>NIHR Southampton Biomedical Research Centre, Southampton, England, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:alexander.hunter2@nhs.net">alexander.hunter2@nhs.net</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>25</day>
                <month>3</month>
                <year>2025</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>325</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>12</day>
                    <month>3</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Hunter A and Fabes J</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-325/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Wrist-worn activity monitors may provide a novel cost-effective method to risk stratify patients before surgery as well as instigate and monitor both prehabilitation and rehabilitation to improve patient fitness and therefore perioperative outcomes. This may address a number of key issues facing the health of the expanding perioperative population. However, a baseline dataset using smartwatches is urgently required before interventional strategies can be robustly developed.</p>
                </sec>
                <sec>
                    <title>Aims</title>
                    <p>To pilot the use of wrist-worn consumer smartwatches in participants undergoing major surgery. To assess feasibility of their use and direct methodology for a future large cohort study. This will be used to assess the clinical utility of these watches in future research.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>A UK university hospital-based, 50 participant pilot study, using Garmin Vivofit 4 smartwatches. Participants undergoing major abdominal surgery will wear watches 2 weeks prior, and 4 weeks following, their surgery. Primary outcomes will assess feasibility including; proportion of eligible patients recruited, watch wear compliance and secondary outcome data collection. Secondary outcomes will include the smartwatch data itself and assessments of postoperative outcome.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>The data generated will underpin future funding applications with the aim to provide the key observational dataset required for robust integration of smartwatches into perioperative care.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>smart watch</kwd>
                <kwd>activity</kwd>
                <kwd>abdominal surgery</kwd>
                <kwd>perioperative care.</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="https://doi.org/10.13039/501100000349">
                    <funding-source>National Institute for Academic Anaesthesia</funding-source>
                    <award-id>NIAA24R105</award-id>
                </award-group>
                <funding-statement>Funded by the Association of Anaesthetists Great Britain and Northern Island. Grant Number: NIAA24R105. </funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>The NHS carries out 2,400 major elective surgical procedures per 100,000 people each year.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> As demand for surgical procedures rises, a key priority is to minimise complications, which are costly for both patients and service providers.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>,
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> Risk stratification plays a crucial role in enabling perioperative care to be tailored to the specific needs of each patient.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Over the past decade, routine cardiopulmonary exercise testing (CPET) before major surgery has been a fundamental aspect of perioperative risk stratification.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>,
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> This test is designed to simulate the physiological strain induced by major surgery in order to assess a patient&#x2019;s physiological reserve. It is consistently shown that preoperative aerobic capacity predicts adverse perioperative outcomes across various surgical contexts.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Consequently, improving aerobic capacity before surgery through &#x2018;prehabilitation&#x2019;
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> should enhance a patient&#x2019;s ability to withstand the surgical stress, thereby lowering perioperative risk.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>,
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup>
            </p>
            <p>This system faces several challenges. CPET testing is both time-intensive and expensive, with limited centres able to accommodate all those who could benefit. While CPET assesses peak exercise response, it does not directly evaluate a patient&#x2019;s habitual exercise patterns. Additionally, it offers a fixed-point assessment without dynamic feedback, which is crucial as patient fitness may fluctuate between evaluation and surgery. In the context of prehabilitation, implementing cost-effective strategies in clinical care remains difficult. Although many patients may be eager to change their behaviour,
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>,
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> the perioperative setting lacks proactive, personalised approaches to facilitate this. CPET testing is typically used to identify patients requiring prehabilitation, yet there are often insufficient resources or capacity to monitor prehabilitation adherence or conduct follow-up assessments. Moreover, supervised prehabilitation programmes (such as structured gym-based classes) are expensive and not always scalable at speed.</p>
            <p>Widely available wrist-worn activity monitors have the potential to provide solutions to many of these issues. These devices typically assess step count through 3-axis accelerometery and although validation of these devices in real life settings requires ongoing research attention
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> small cohort studies have suggested a possible association between step count and perioperative outcomes.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> They have also been shown to approximate CPET data in the perioperative setting.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> Therefore, these devices may provide an alternative quantitative risk stratification strategy, bypassing the requirement to attend an in-person test, with patient, institutional and environmental benefit. By monitoring patients remotely over time, activity monitors will allow compliance with home-based exercise plans to be assessed. Furthermore, the closed loop feedback they provide (i.e. seeing an improvement in activity level) allows structured interventions, both pre- and post-operatively, to be assessed and monitored. As a result, a digital strategy is forming a key part of emerging prehabilitation interventions.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup>
            </p>
            <p>However, in order to understand the potential of these devices in perioperative care, a baseline dataset is urgently required. Interventional studies to increase patients&#x2019; preoperative step count are frequently designed without baseline step count data of the study population and commonly accepted universal markers of activity such as 10,000 daily steps are unreliable.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>,
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup>
            </p>
            <sec id="sec6">
                <title>Hypothesis</title>
                <p>Step count and activity may be able to;
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>Risk stratify patients preoperatively,</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>Determine the requirement for preoperative CPET,</p>
                        </list-item>
                        <list-item>
                            <label>3.</label>
                            <p>Predict preoperative CPET results and thereby assist in shared decision-making,</p>
                        </list-item>
                        <list-item>
                            <label>4.</label>
                            <p>Quantify and monitor the compliance and efficacy of prehabilitation programmes,</p>
                        </list-item>
                        <list-item>
                            <label>5.</label>
                            <p>Track recovery after surgery,</p>
                        </list-item>
                        <list-item>
                            <label>6.</label>
                            <p>Provide a potential early warning for patients developing post-operative complications,</p>
                        </list-item>
                        <list-item>
                            <label>7.</label>
                            <p>Provide baseline data for future research and clinical care</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec7">
                <title>Aims</title>
                <p>

                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>To evaluate the use of smartwatches in a perioperative cohort in order to assess feasibility, test recruitment, compliance and data collection.</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>To provide pilot data on the feasibility and signal of efficacy of smartwatches in subsequent substantive studies and to inform sample size calculations for candidate outcomes.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
        </sec>
        <sec id="sec8" sec-type="methods">
            <title>Methods</title>
            <sec id="sec9">
                <title>Study design (Study outline diagram &#x2013; 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>)</title>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Study outline diagram.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/177939/a84075d5-69b5-4c0a-b8d9-49de3023f79e_figure1.gif"/>
                </fig>
                <p>A prospective observational cohort study of step-count and activity in fifty adult patients awaiting elective major abdominal surgery at a large UK teaching hospital.</p>
                <p>All patients will be issued with a smartwatch without randomisation or blinding. There is no intervention; this study seeks to determine the feasibility of the device and baseline patient physical activity, without influencing patient or clinician behaviour.</p>
            </sec>
            <sec id="sec10">
                <title>Study participants</title>
                <p>We will recruit 50 patients between March 2025 and December 2025 in a single tertiary referral centre.</p>
            </sec>
            <sec id="sec11">
                <title>Eligibility criteria</title>
                <p>Inclusion criteria;
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Adult patient (age &#x2265; 18 years),</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Listed for elective major abdominopelvic surgery, defined as;</p>
                            <list list-type="alpha-lower">
                                <list-item>
                                    <label>a.</label>
                                    <p>Requiring an overnight hospital stay,</p>
                                </list-item>
                                <list-item>
                                    <label>b.</label>
                                    <p>Greater than 90-minute operative time,</p>
                                </list-item>
                                <list-item>
                                    <label>c.</label>
                                    <p>Including upper and lower gastrointestinal, hepatobiliary, vascular, urological and gynaecological surgery,</p>
                                </list-item>
                            </list>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Pre-operative CPET completed within 3 months of anticipated date of surgery,</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Surgery date &gt; 2 weeks from surgical consent date.</p>
                        </list-item>
                    </list>
                </p>
                <p>Exclusion criteria
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Lack of access to smartphone in household,</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Smartphone that is incompatible with smartwatch.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec12">
                <title>Primary outcome</title>
                <p>The feasibility of smartwatches as a perioperative tool to assess patient fitness and activity will be assessed. Feasibility is defined as stop (not feasible in current format), modify (feasible with modification) and go (feasible in current format) criteria;
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Proportion of eligible patients recruited (&lt;20%, 20-30%, &gt;30%),</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Proportion of patients compliant with pre-operative smartwatch use (minimum 7-days; &lt;60%, 60-75%, &gt;75%),</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Secondary outcome data collection complete (&lt; 60%, 60-75%, &gt; 75%)</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec13">
                <title>Secondary outcomes</title>
                <p>

                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Smartwatch data</p>
                            <list list-type="bullet">
                                <list-item>
                                    <label>o</label>
                                    <p>Mean daily step count during the 2-week preoperative period</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Mean daily step count each of 4-weeks postoperatively</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Perioperative step count change (mean difference), weekly post-op</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Mean daily active minutes</p>
                                </list-item>
                            </list>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>CPET data</p>
                            <list list-type="bullet">
                                <list-item>
                                    <label>o</label>
                                    <p>Anaerobic threshold</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Peak oxygen uptake</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Oxygen Pulse</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Peak power obtained</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Heart rate maximum</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Heart rate recovery- absolute reduction 60 secs after termination of loaded exercise</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Time under load</p>
                                </list-item>
                            </list>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Peri-operative data</p>
                            <list list-type="bullet">
                                <list-item>
                                    <label>o</label>
                                    <p>Days alive-and-at-home at 30-days (DAH30)</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Length of hospital stay</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>Post-Operative Morbidity Survey (POMS) at post-operative day 7</p>
                                </list-item>
                                <list-item>
                                    <label>o</label>
                                    <p>EQ-5D-5L, Duke&#x2019;s Activity Score Index preoperative and at post-operative day 30</p>
                                </list-item>
                            </list>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Patient-reported smartwatch usability questionnaire</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec14">
                <title>Patient identification and consent</title>
                <p>Patients will be identified through screening of the pre-assessment CPET list. A member of the patient&#x2019;s clinical team will introduce the trial and ensure consent for research contact. The research team will discuss the study and provide a written patient information sheet; consent will be taken at the clinic or over the phone on the subsequent day(s). Those consented by phone will have written confirmation recorded by a member of the research team according to local practice. Patients will then confirm consent and sign the consent form on the day of surgery.</p>
                <p>Older patients may feel digitally excluded, be less inclined to exercise or have lower activity levels, and be less likely to consent. Expected event rates for post-operative complications will vary with regard to both co-morbidity and age. Hence, intentional sampling (
                    <xref ref-type="table" rid="T1">
Table 1</xref>) will reduce potential bias when assessing association with perioperative outcomes and facilitate a representative sample of the higher-risk CPET population.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Sampling stratification.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Stratification domain I</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Stratification domain II</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Target sample (n)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Target sample (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">ASA 1-2</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Age 18-64</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">10</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Age &#x2265;65</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">15</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">30</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="middle">ASA 3-4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Age 18-64</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">10</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">20</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Age &#x2265;65</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">20</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">40</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Total</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">50</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">100</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The trial was authorised by South Central - Berkshire B Research Ethics Committee (REC Reference: 
                    <xref ref-type="bibr" rid="ref24">24</xref>/SC/0364) on 12/11/2024 and is sponsored by the University Hospitals Plymouth NHS Trust. The study will be conducted at Derriford Hospital, University Hospitals Plymouth. Written consent is obtained from participants using the REC approved Informed Consent Form. Participants were consented using the Research Ethics committee approved informed consent form either in person or via the telephone. This process was managed according the the Sponsor&#x2019;s local policy.</p>
            </sec>
            <sec id="sec15">
                <title>Sample size</title>
                <p>As a feasibility study, a formal sample size calculation has not been performed. Fifty patients will be recruited, providing sufficient data to answer our feasibility questions. A sample size of 50 participants would allow a recruitment rate of 30% to be estimated with an 90% confidence interval of &#x00b1;10%.
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup>
                </p>
                <p>Local data shows that 80 patients per month have a preoperative CPET of which 90% meet the inclusion criteria. With a 30% recruitment rate this provides an ample patient pool to meet our recruitment target.</p>
            </sec>
            <sec id="sec16">
                <title>Study procedure and justification</title>
                <p>Participants will wear a Garmin vivofit 4 smartwatch during waking hours for 2 weeks (minimum 7 days, see below) prior to surgery and 4 weeks (minimum 7 days) post-operatively. Device data will be collected continuously during watch use. Participants will be set up with a device either at the time of consent, or the device will be sent to the patient remotely with usage instructions and a follow up phone call to aid device set up. Cross-sectional study data
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> suggests that six days&#x2019; monitoring are needed to reliably capture habitual activity in all activity intensities. As such, a minimum of 7 days&#x2019; of data is set as our feasibility metric. Commercially available watches have specifically been chosen as, although research specific devices exist, these are likely to represent an easily applicable prehabilitation tool.</p>
            </sec>
            <sec id="sec17">
                <title>Data collection and follow up</title>
                <p>(See extended data for data collection summary)</p>
                <p>Patients will be followed up to day 30 post-operatively. Data will be collected through inpatient review of notes, telephone call following hospital discharge and digital questionnaire completion via smartphone. All data will be collected online either within a data safe haven (
                    <italic toggle="yes">REDCap</italic>) (
                    <ext-link ext-link-type="uri" xlink:href="https://project-redcap.org/">https://project-redcap.org/</ext-link>

                    <italic toggle="yes">)</italic> or via the fully GDPR-compliant online 
                    <italic toggle="yes">Fitrockr</italic> (
                    <ext-link ext-link-type="uri" xlink:href="https://www.fitrockr.com/">https://www.fitrockr.com/</ext-link>) platform, targeting a paperless study. The Fitrockr platform provides an efficient approach to collecting questionnaire data with easy tracking to maximise completion. Smartwatch data is tracked in real time to facilitate rapid identification and correction of issues such as participants not uploading data.</p>
                <p>Electronic data captured in REDCap will be stored on the Sponsor&#x2019;s centralised virtual storage infrastructure, split between two local data centres, and subject to the Sponsor&#x2019;s Information Security and Network Security Policies. All electronic data are regularly backed up and retained for 30 days. The smartwatch data will be uploaded via the participant&#x2019;s smartphone, pseudonymised, collected and centralised by the Fitrockr platform (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>). A number of participant questionnaire responses will be entered by participants themselves via their smartphone directly into the software platform. A relative&#x2019;s smartphone can be used if required, to avoid excluding those without a smartphone, as long as proximity to the phone can be maintained at frequent intervals to allow syncing. Participants will be supported with data input via a telephone call from the research team, if required.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Data flow diagram.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/177939/a84075d5-69b5-4c0a-b8d9-49de3023f79e_figure2.gif"/>
                </fig>
                <p>A locally-designed questionnaire co-developed with patients will assess user interaction with, and experience of, the smartwatch devices.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup>
                </p>
            </sec>
        </sec>
        <sec id="sec18" sec-type="discussion">
            <title>Discussion</title>
            <p>Wearable technology has the potential to provide a unique opportunity to improve the care of the surgical patient. It is a potential vehicle for behavioural change both prior to, and after, surgery. While the surgical period may represent a &#x2018;teachable moment&#x2019;, whereby patients are more willing to engage with significant risk modifications to their health, methods to incorporate accountability into existing adherence model frameworks is lacking. Although, pre- and post-surgical optimisation provide interventions that promote physical and psychological health to reduce the incidence and/or severity of future impairments, current infrastructure allows very little assessment of, or adherence to, these changes. The magnitude of the surgical population demands large scale cost-effective, sustainable and up-scalable methods to establish health behaviour change. Smartwatches allow real time monitoring and an observer-coach effect whereby adherence to pre- and post-operative regimes may be improved by continuous longitudinal monitoring. However, it is essential that current and future research interventions using wearable technologies are designed using a robust evidence base for observed norms from which to determine appropriate interventional strategies.</p>
            <p>This trial will lay the feasibility work for a definitive large observational study to use smartwatch devices to track the perioperative population which will in turn provide the evidence base for the design of effective interventions.</p>
            <sec id="sec19">
                <title>Reporting guidelines</title>
                <p>The trial will be reported in accordance with the CONSORT statement extension for pilot and feasibility trials.
                    <sup>
                        <xref ref-type="bibr" rid="ref26">26</xref>
                    </sup> Population-level descriptive statistics will be reported for feasibility and secondary outcomes. No statistical comparisons will be undertaken.</p>
            </sec>
        </sec>
        <sec id="sec20">
            <title>Software availability</title>
            <p>REDCap software and consortium support are available at no charge to non-profit organizations that join the REDCap consortium.</p>
            <p>Fitrockr is a proprietary software that can be replaced by the free alternative Garmin Express (
                <ext-link ext-link-type="uri" xlink:href="https://www.garmin.com/en-GB/software/express">https://www.garmin.com/en-GB/software/express</ext-link>).</p>
        </sec>
    </body>
    <back>
        <sec id="sec23" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec24">
                <title>Underlying data</title>
                <p>No data is associated with this article.</p>
            </sec>
            <sec id="sec25">
                <title>Extended data</title>
                <p>University of Plymouth repository: Plymfit Pilot -A study to investigate the feasibility of wrist-worn smartwatch use in perioperative care, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.24382/44485b03-3bb7-4ef0-9039-b31ff81d743d">10.24382/44485b03-3bb7-4ef0-9039-b31ff81d743d</ext-link>.
                    <sup>
                        <xref ref-type="bibr" rid="ref27">27</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="order">
                        <list-item>
                            <label>1-</label>
                            <p>Schedule of study data collection</p>
                        </list-item>
                        <list-item>
                            <label>2-</label>
                            <p>Smartwatch usability questionnaire</p>
                        </list-item>
                        <list-item>
                            <label>3-</label>
                            <p>Smartwatch information</p>
                        </list-item>
                        <list-item>
                            <label>4-</label>
                            <p>Trial GANTT chart</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the Creative Commons CC0 license (
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/public-domain/cc0/">https://creativecommons.org/public-domain/cc0/</ext-link>).</p>
            </sec>
        </sec>
        <sec id="sec35">
            <title>Ethics and consent</title>
            <p>The trial was authorised by South Central - Berkshire B Research Ethics Committee (REC Reference: 
                <xref ref-type="bibr" rid="ref24">24</xref>/SC/0364) on 12/11/2024 and is sponsored by the University Hospitals Plymouth NHS Trust. The study will be conducted at Derriford Hospital, University Hospitals Plymouth. Written consent is obtained from participants using the REC approved Informed Consent Form. Participants were consented using the Research Ethics committee approved informed consent form either in person or via the telephone. This process was managed according the the Sponsor&#x2019;s local policy.</p>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abbott</surname>
                            <given-names>TEF</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fowler</surname>
                            <given-names>AJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Dobbs</surname>
                            <given-names>TD</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Frequency of surgical treatment and related hospital procedures in the UK: A national ecological study using hospital episode statistics.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2017 Aug 01 [cited 2023 Aug 15]</year>;<volume>119</volume>(<issue>2</issue>):<fpage>249</fpage>&#x2013;<lpage>257</lpage>.
                    <pub-id pub-id-type="pmid">28854546</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bja/aex137</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="http://www.bjanaesthesia.org/article/S0007091217332907/fulltext">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ludbrook</surname>
                            <given-names>GL</given-names>
                        </name>
</person-group>:
                    <article-title>The Hidden Pandemic: the Cost of Postoperative Complications.</article-title>
                    <source>

                        <italic toggle="yes">Curr. Anesthesiol. Rep.</italic>
</source>
                    <year>2022 Mar 1 [cited 2023 Aug 15]</year>;<volume>12</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>9</lpage>.
                    <pub-id pub-id-type="pmid">34744518</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s40140-021-00493-y</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8558000</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Moonesinghe</surname>
                            <given-names>SR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Harris</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mythen</surname>
                            <given-names>MG</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Survival after postoperative morbidity: a longitudinal observational cohort study.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2014 Dec 1 [cited 2023 Aug 17]</year>;<volume>113</volume>(<issue>6</issue>):<fpage>977</fpage>&#x2013;<lpage>984</lpage>.
                    <pub-id pub-id-type="pmid">25012586</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bja/aeu224</pub-id>
                    <pub-id pub-id-type="pmcid">PMC4235571</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bierle</surname>
                            <given-names>DM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Raslau</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Regan</surname>
                            <given-names>DW</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Preoperative Evaluation Before Noncardiac Surgery.</article-title>
                    <source>

                        <italic toggle="yes">Mayo Clin. Proc.</italic>
</source>
                    <year>2020 Apr 1 [cited 2023 Aug 15]</year>;<volume>95</volume>(<issue>4</issue>):<fpage>807</fpage>&#x2013;<lpage>822</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.mayocp.2019.04.029</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="http://www.mayoclinicproceedings.org/article/S0025619619304136/fulltext">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Older</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hall</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hader</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Cardiopulmonary exercise testing as a screening test for perioperative management of major surgery in the elderly.</article-title>
                    <source>

                        <italic toggle="yes">Chest.</italic>
</source>
                    <year>1999 [cited 2023 Aug 15]</year>;<volume>116</volume>(<issue>2</issue>):<fpage>355</fpage>&#x2013;<lpage>362</lpage>.
                    <pub-id pub-id-type="pmid">10453862</pub-id>
                    <pub-id pub-id-type="doi">10.1378/chest.116.2.355</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Wilson</surname>
                            <given-names>RJT</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Davies</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yates</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Impaired functional capacity is associated with all-cause mortality after major elective intra-abdominal surgery.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2010 Sep 1 [cited 2023 Aug 15]</year>;<volume>105</volume>(<issue>3</issue>):<fpage>297</fpage>&#x2013;<lpage>303</lpage>.
                    <pub-id pub-id-type="pmid">20573634</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bja/aeq128</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="http://www.bjanaesthesia.org/article/S0007091217335031/fulltext">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Moran</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wilson</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Guinan</surname>
                            <given-names>E</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Role of cardiopulmonary exercise testing as a risk-assessment method in patients undergoing intra-abdominal surgery: a systematic review.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2016 Feb 1 [cited 2024 Aug 20]</year>;<volume>116</volume>(<issue>2</issue>):<fpage>177</fpage>&#x2013;<lpage>191</lpage>.
                    <pub-id pub-id-type="pmid">26787788</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bja/aev454</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Levett</surname>
                            <given-names>DZ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Grocott</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Cardiopulmonary exercise testing for risk prediction in major abdominal surgery.</article-title>
                    <source>

                        <italic toggle="yes">Anesthesiol. Clin.</italic>
</source>
                    <year>2015</year>;<volume>33</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>16</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.anclin.2014.11.001</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Richardson</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Levett</surname>
                            <given-names>DZH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jack</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Fit for surgery? Perspectives on preoperative exercise testing and training.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2017 Dec 1 [cited 2023 Aug 15]</year>;<volume>119</volume>(<issue>suppl_1</issue>):<fpage>i34</fpage>&#x2013;<lpage>i43</lpage>.
                    <pub-id pub-id-type="pmid">29161402</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bja/aex393</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Levett</surname>
                            <given-names>DZH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jack</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Swart</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Perioperative cardiopulmonary exercise testing (CPET): consensus clinical guidelines on indications, organization, conduct, and physiological interpretation.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Anaesth.</italic>
</source>
                    <year>2018 Mar 1 [cited 2024 Aug 21]</year>;<volume>120</volume>(<issue>3</issue>):<fpage>484</fpage>&#x2013;<lpage>500</lpage>.
                    <pub-id pub-id-type="pmid">29452805</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.bja.2017.10.020</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="http://www.bjanaesthesia.org/article/S0007091217539951/fulltext">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Singh</surname>
                            <given-names>SJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Danjoux</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Durrand</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Prehabilitation.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Med.</italic>
</source>
                    <year>2019 [cited 2023 Aug 17]</year>;<volume>19</volume>(<issue>6</issue>):<fpage>458</fpage>&#x2013;<lpage>464</lpage>. /pmc/articles/PMC6899232/.
                    <pub-id pub-id-type="doi">10.7861/clinmed.2019-0257</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mina</surname>
                            <given-names>DS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Scheede-Bergdahl</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gillis</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Optimization of surgical outcomes with prehabilitation.</article-title>
                    <source>

                        <italic toggle="yes">Appl. Physiol. Nutr. Metab.</italic>
</source>
                    <year>2015 May 4 [cited 2023 Aug 17]</year>;<volume>40</volume>(<issue>9</issue>):<fpage>966</fpage>&#x2013;<lpage>969</lpage>.
                    <pub-id pub-id-type="doi">10.1139/apnm-2015-0084</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/26300015/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Carli</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Scheede-Bergdahl</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Prehabilitation to enhance perioperative care.</article-title>
                    <source>

                        <italic toggle="yes">Anesthesiol. Clin.</italic>
</source>
                    <year>2015 Mar 1 [cited 2023 Aug 17]</year>;<volume>33</volume>(<issue>1</issue>):<fpage>17</fpage>&#x2013;<lpage>33</lpage>.
                    <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/25701926/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>McDonald</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yates</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Durrand</surname>
                            <given-names>JW</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Exploring patient attitudes to behaviour change before surgery to reduce peri-operative risk: preferences for short- vs. long-term behaviour change.</article-title>
                    <source>

                        <italic toggle="yes">Anaesthesia.</italic>
</source>
                    <year>2019 Dec 1 [cited 2023 Aug 17]</year>;<volume>74</volume>(<issue>12</issue>):<fpage>1580</fpage>&#x2013;<lpage>1588</lpage>.
                    <pub-id pub-id-type="pmid">31637700</pub-id>
                    <pub-id pub-id-type="doi">10.1111/anae.14826</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Levett</surname>
                            <given-names>DZH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Grimmett</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Psychological factors, prehabilitation and surgical outcomes: evidence and future directions.</article-title>
                    <source>

                        <italic toggle="yes">Anaesthesia.</italic>
</source>
                    <year>2019 Jan 1 [cited 2024 Nov 29]</year>;<volume>74</volume>:<fpage>36</fpage>&#x2013;<lpage>42</lpage>.
                    <pub-id pub-id-type="pmid">30604423</pub-id>
                    <pub-id pub-id-type="doi">10.1111/anae.14507</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Johnston</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Judice</surname>
                            <given-names>PB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Molina Garc&#x00ed;a</surname>
                            <given-names>P</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Recommendations for determining the validity of consumer wearable and smartphone step count: expert statement and checklist of the INTERLIVE network.</article-title>
                    <source>

                        <italic toggle="yes">Br. J. Sports Med.</italic>
</source>
                    <year>2021 Jul 1 [cited 2024 Feb 1]</year>;<volume>55</volume>(<issue>14</issue>):<fpage>780</fpage>&#x2013;<lpage>793</lpage>.
                    <pub-id pub-id-type="pmid">33361276</pub-id>
                    <pub-id pub-id-type="doi">10.1136/bjsports-2020-103147</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8273687</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="https://bjsm.bmj.com/content/55/14/780">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Greco</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Angelucci</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Avidano</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Wearable Health Technology for Preoperative Risk Assessment in Elderly Patients: The WELCOME Study.</article-title>
                    <source>

                        <italic toggle="yes">Diagnostics.</italic>
</source>
                    <year>2023 Feb 1 [cited 2024 Apr 14]</year>;<volume>13</volume>(<issue>4</issue>).
                    <pub-id pub-id-type="pmid">36832119</pub-id>
                    <pub-id pub-id-type="doi">10.3390/diagnostics13040630</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9955976</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cos</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Z&#x00e1;rate Rodr&#x00ed;guez</surname>
                            <given-names>JG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Srivastava</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>4,300 steps per day prior to surgery are associated with improved outcomes after pancreatectomy.</article-title>
                    <source>

                        <italic toggle="yes">HPB.</italic>
</source>
                    <year>2023 Jan 1</year>;<volume>25</volume>(<issue>1</issue>):<fpage>91</fpage>&#x2013;<lpage>99</lpage>.
                    <pub-id pub-id-type="pmid">36272956</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.hpb.2022.09.011</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Richards</surname>
                            <given-names>SJG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jerram</surname>
                            <given-names>PM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brett</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The association between low pre-operative step count and adverse post-operative outcomes in older patients undergoing colorectal cancer surgery.</article-title>
                    <source>

                        <italic toggle="yes">Perioperative Medicine.</italic>
</source>
                    <year>2020 Jul 2 [cited 2023 Sep 6]</year>;<volume>9</volume>(<issue>1</issue>):<fpage>10</fpage>&#x2013;<lpage>20</lpage>.
                    <pub-id pub-id-type="pmid">32626573</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s13741-020-00150-8</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7330986</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tan</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Carey-Jones</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Can wearable technology be used to approximate cardiopulmonary exercise testing metrics?</article-title>
                    <source>

                        <italic toggle="yes">Perioper Med (Lond).</italic>
</source>
                    <year>2021 Dec [cited 2023 Aug 17]</year>;<volume>10</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1186/s13741-021-00180-w</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/33722305/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Durrand</surname>
                            <given-names>JW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Moore</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Danjoux</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Prehabilitation and preparation for surgery: has the digital revolution arrived?</article-title>
                    <source>

                        <italic toggle="yes">Anaesthesia.</italic>
</source>
                    <year>2022 Jun 1 [cited 2023 Aug 17]</year>;<volume>77</volume>(<issue>6</issue>):<fpage>635</fpage>&#x2013;<lpage>639</lpage>.
                    <pub-id pub-id-type="pmid">34793598</pub-id>
                    <pub-id pub-id-type="doi">10.1111/anae.15622</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tudor-Locke</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Craig</surname>
                            <given-names>CL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brown</surname>
                            <given-names>WJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>How many steps/day are enough? For adults.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Behav. Nutr. Phys. Act.</italic>
</source>
                    <year>2011 Jul 28 [cited 2023 Aug 17]</year>;<volume>8</volume>:<fpage>79</fpage>.
                    <pub-id pub-id-type="doi">10.1186/1479-5868-8-79</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/21798015/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Paluch</surname>
                            <given-names>AE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bajpai</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bassett</surname>
                            <given-names>DR</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Daily steps and all-cause mortality: a meta-analysis of 15 international cohorts.</article-title>
                    <source>

                        <italic toggle="yes">Lancet Public Health.</italic>
</source>
                    <year>2022 Mar 1 [cited 2023 Aug 17]</year>;<volume>7</volume>(<issue>3</issue>):<fpage>e219</fpage>&#x2013;<lpage>e228</lpage>.
                    <pub-id pub-id-type="pmid">35247352</pub-id>
                    <pub-id pub-id-type="doi">10.1016/S2468-2667(21)00302-9</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9289978</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lewis</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bromley</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sutton</surname>
                            <given-names>CJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Determining sample size for progression criteria for pragmatic pilot RCTs: the hypothesis test strikes back!.</article-title>
                    <source>

                        <italic toggle="yes">Pilot Feasibility Stud.</italic>
</source>
                    <year>2021 Dec 1 [cited 2024 Apr 23]</year>;<volume>7</volume>(<issue>1</issue>):<fpage>14</fpage>&#x2013;<lpage>40</lpage>.
                    <pub-id pub-id-type="pmid">33536076</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s40814-021-00770-x</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7856754</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Dillon</surname>
                            <given-names>CB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fitzgerald</surname>
                            <given-names>AP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kearney</surname>
                            <given-names>PM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Number of Days Required to Estimate Habitual Activity Using Wrist-Worn GENEActiv Accelerometer: A Cross-Sectional Study.</article-title>
                    <source>

                        <italic toggle="yes">PLoS One.</italic>
</source>
                    <year>2016 May 1 [cited 2023 Aug 22]</year>;<volume>11</volume>(<issue>5</issue>):<fpage>e0109913</fpage>.
                    <pub-id pub-id-type="pmid">27149674</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0109913</pub-id>
                    <pub-id pub-id-type="pmcid">PMC4858250</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Eldridge</surname>
                            <given-names>SM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chan</surname>
                            <given-names>CL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Campbell</surname>
                            <given-names>MJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>CONSORT 2010 statement: extension to randomised pilot and feasibility trials.</article-title>
                    <source>

                        <italic toggle="yes">BMJ.</italic>
</source>
                    <year>2016 [cited 2024 Dec 22]</year>;<volume>355</volume>.
                    <pub-id pub-id-type="doi">10.1136/bmj.i5239</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="https://pubmed.ncbi.nlm.nih.gov/27777223/">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hunter</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">Plymfit Pilot -A study to investigate the feasibility of wrist-worn smartwatch use in perioperative care.</italic>
</source>
                    <publisher-name>University of Plymouth</publisher-name>;<year>5 Feb 2025</year>. (Creator). Smartwatch_Device_Data(.docx), Study_GANTT_Chart(.docx), Study_data_collection(.docx), Smartwatch_useability_questionnaire(.docx).
                    <pub-id pub-id-type="doi">10.24382/44485b03-3bb7-4ef0-9039-b31ff81d743d</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
</article>
