remote clinical trials

远程临床试验
  • 文章类型: Journal Article
    背景:最近技术功能和使用的增长促使人们对痴呆症远程或分散临床试验的潜力越来越感兴趣。分散的药物试验有许多潜在的好处,但我们目前缺乏在痴呆症领域提供它们的具体建议.
    方法:改进的Delphi方法聘请专家小组为开展预防痴呆的分散药物试验提供建议。在痴呆症试验中具有专业知识的研究人员和临床医生工作组进一步完善了建议。
    结果:总体而言,这些建议支持在痴呆预防中开展分散试验,前提是纳入足够的安全性检查和平衡.共提出40项建议,跨越分散临床试验的各个方面,包括安全,配药,结果评估,和数据收集。
    结论:这些建议提供了一个可访问的,用于预防痴呆症的远程药物试验的设计和实施的实用指南。
    结论:药物临床试验已经开始采用分散的方法。该领域的研究人员缺乏关于在痴呆症预防中使用分散试验方法的适当情况和框架的指导。本报告为分散的痴呆症预防临床试验提供了基于共识的专家建议。
    Recent growth in the functionality and use of technology has prompted an increased interest in the potential for remote or decentralized clinical trials in dementia. There are many potential benefits associated with decentralized medication trials, but we currently lack specific recommendations for their delivery in the dementia field.
    A modified Delphi method engaged an expert panel to develop recommendations for the conduct of decentralized medication trials in dementia prevention. A working group of researchers and clinicians with expertise in dementia trials further refined the recommendations.
    Overall, the recommendations support the delivery of decentralized trials in dementia prevention provided adequate safety checks and balances are included. A total of 40 recommendations are presented, spanning aspects of decentralized clinical trials, including safety, dispensing, outcome assessment, and data collection.
    These recommendations provide an accessible, pragmatic guide for the design and conduct of remote medication trials for dementia prevention.
    Clinical trials of medication have begun adopting decentralized approaches. Researchers in the field lack guidance on what would be appropriate circumstances and frameworks for what would be appropriate circumstances and frameworks for the use of decentralized trial methods in dementia prevention. The present report provides consensus-based expert recommendations for decentralized clinical trials for dementia prevention.
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  • 文章类型: Journal Article
    虚拟临床试验是指利用数字技术的临床试验,包括计算机和移动设备应用程序,基于Web的工具,和远程监控设备,对于一个或多个试验过程,例如参与者招募,咨询,知情同意,端点的测量,和/或不良事件监测,消除或减少参与者访问试验地点的需要。此类试验的优势可能包括更高的招募率,更好的合规性,较低的辍学率,减少试验完成时间,和更低的成本。在COVID-19大流行期间,此类试验的使用增加了多方面,并可能在未来继续下去。
    Virtual clinical trials refer to clinical trials that take advantage of digital technologies, including computer and mobile device apps, web-based tools, and remote monitoring devices, for one or more of the trial processes, such as participant recruitment, counseling, informed consent, measurement of endpoints, and/or adverse event monitoring, to obviate or reduce the need for participant visits to the trial site. The advantages of such trials may include higher recruitment rates, better compliance, lower dropout rates, reduction in time for trial completion, and lower costs. The use of such trials increased manifold during the COVID-19 pandemic and is likely to continue in the future.
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  • 文章类型: Journal Article
    远程数字健康研究正在兴起,并有望减少面对面研究的运营效率低下。然而,由于他们在所有研究阶段都完全依赖技术,因此他们在维持参与(注册和保留)方面遇到了特定的挑战。
    本研究的目的是收集专家对如何促进参与远程数字健康研究的意见。
    我们对主要调查人员进行了13次半结构化访谈,研究人员,以及最近有远程数字健康研究经验的软件开发人员。接受和使用技术统一理论(UTAUT)框架,我们进行了主题分析,并绘制了成功参与研究的各种方法。
    我们的分析揭示了四个主题:(1)增加参与的研究计划,专家建议,远程数字健康研究应该基于对动机的充分了解来计划,已接合,并脱离目标人群;(2)参与者注册,强调招生策略应谨慎选择,有足够的支持,并专注于包容性;(3)参与者保留,与战略,尽量减少研究任务的努力和复杂性,并确保技术适应和响应参与者的需求,(4)学习规划的要求侧重于制定相关指导方针,以促进参与未来的学习。
    我们的研究结果强调了无缝技术和研究人员参与实现远程数字健康研究的重要要求。未来的研究可以从收集的经验和指南的制定中受益,以告知平衡参与者和科学要求的计划。
    UNASSIGNED: Remote digital health studies are on the rise and promise to reduce the operational inefficiencies of in-person research. However, they encounter specific challenges in maintaining participation (enrollment and retention) due to their exclusive reliance on technology across all study phases.
    UNASSIGNED: The goal of this study was to collect experts\' opinions on how to facilitate participation in remote digital health studies.
    UNASSIGNED: We conducted 13 semi-structured interviews with principal investigators, researchers, and software developers who had recent experiences with remote digital health studies. Informed by the Unified Theory of Acceptance and Use of Technology (UTAUT) framework, we performed a thematic analysis and mapped various approaches to successful study participation.
    UNASSIGNED: Our analyses revealed four themes: (1) study planning to increase participation, where experts suggest that remote digital health studies should be planned based on adequate knowledge of what motivates, engages, and disengages a target population; (2) participant enrollment, highlighting that enrollment strategies should be selected carefully, attached to adequate support, and focused on inclusivity; (3) participant retention, with strategies that minimize the effort and complexity of study tasks and ensure that technology is adapted and responsive to participant needs, and (4) requirements for study planning focused on the development of relevant guidelines to foster participation in future studies.
    UNASSIGNED: Our findings highlight the significant requirements for seamless technology and researcher involvement in enabling high remote digital health study participation. Future studies can benefit from collected experiences and the development of guidelines to inform planning that balances participant and scientific requirements.
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  • 文章类型: Journal Article
    背景:及时收集患者报告结果(PRO)可减少急诊就诊次数和住院次数,并提高生存率。然而,关于使用类似临床结局评估的无薪非正式护理人员报告的结局预测性知之甚少。
    目的:本研究的目的是评估护理人员和癌症患者是否遵守计划的时间表,以电子方式收集患者报告的结果(PRO),以及PRO是否与未来的临床事件相关。
    方法:我们开发了2个iPhone应用程序来收集PRO,一个是癌症患者,另一个是护理人员。在一项非随机研究中,我们招募了来自北加州KaiserPermanente的52名患者-护理人员。参与者独立使用应用程序4周。在研究后6个月内,从患者的电子健康记录中获得具体的临床事件。我们使用逻辑斯和准泊松回归分析来测试PRO和临床事件之间的关联。
    结果:参与者完成了97%(251/260)的计划患者报告结果不良事件通用术语标准(PRO-CTCAE)调查和98%(254/260)的患者报告结果测量信息系统(PROMIS)调查。护理人员完成的PRO-CTCAE调查与患者住院或急诊就诊相关,3-4级治疗相关不良事件,剂量减少(P<0.05),和临终关怀转诊(P=0.03)。护理人员完成的PROMIS调查与临终关怀转诊相关(P=0.02)。患者完成的PRO-CTCAE调查与任何临床事件无关。但他们的基线PROMIS调查与死亡率相关(P=.03),而他们的前期或最终的PROMIS调查与所检查的所有临床事件相关,但治疗中断的总天数除外.
    结论:在这项研究中,护理人员和患者根据要求使用智能手机应用程序完成了PRO。护理人员PRO-CTCAE调查与患者临床事件的关联表明,这是减少临床试验数据收集中患者负担的可行方法,并且可能有助于提供有关症状严重程度增加的早期信息。
    Timely collection of patient-reported outcomes (PROs) decreases emergency department visits and hospitalizations and increases survival. However, little is known about the outcome predictivity of unpaid informal caregivers\' reporting using similar clinical outcome assessments.
    The aim of this study is to assess whether caregivers and adults with cancer adhered to a planned schedule for electronically collecting patient-reported outcomes (PROs) and if PROs were associated with future clinical events.
    We developed 2 iPhone apps to collect PROs, one for patients with cancer and another for caregivers. We enrolled 52 patient-caregiver dyads from Kaiser Permanente Northern California in a nonrandomized study. Participants used the apps independently for 4 weeks. Specific clinical events were obtained from the patients\' electronic health records up to 6 months following the study. We used logistic and quasi-Poisson regression analyses to test associations between PROs and clinical events.
    Participants completed 97% (251/260) of the planned Patient-Reported Outcomes Common Terminology Criteria for Adverse Events (PRO-CTCAE) surveys and 98% (254/260) of the Patient-Reported Outcomes Measurement Information System (PROMIS) surveys. PRO-CTCAE surveys completed by caregivers were associated with patients\' hospitalizations or emergency department visits, grade 3-4 treatment-related adverse events, dose reductions (P<.05), and hospice referrals (P=.03). PROMIS surveys completed by caregivers were associated with hospice referrals (P=.02). PRO-CTCAE surveys completed by patients were not associated with any clinical events, but their baseline PROMIS surveys were associated with mortality (P=.03), while their antecedent or final PROMIS surveys were associated with all clinical events examined except for total days of treatment breaks.
    In this study, caregivers and patients completed PROs using smartphone apps as requested. The association of caregiver PRO-CTCAE surveys with patient clinical events suggests that this is a feasible approach to reducing patient burden in clinical trial data collection and may help provide early information about increasing symptom severity.
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  • 文章类型: Journal Article
    传统的临床试验地点一直是医院或专门的研究单位,通常要求参与者来现场。尽管它们对生物医学进展的贡献是无可争议的,它们的特点是两个关键的后勤和最终的科学限制:结果的保留性差和概括性差,因为患者在现场调查结束时经常有问题。远程分散临床试验(RDCT)利用数字技术设计更接近参与者家的试验活动,为了尽量减少前往医疗机构的旅行和感染的风险,改善参与者和护理人员的生活质量,减少旷工,包括更广泛的患者队列,并可能降低成本。RDCT代表了当前全球研究的少数,但是新冠肺炎的大流行让他们脱颖而出。本文的作者促进了RDCT的传播,根据国际机构的早期建议,并提供了一些它们在实验室医学中的使用和潜在益处的例子。
    The traditional venue of clinical trials has been hospitals or specialized research units, usually requiring participants to come on-site. Although their contribution to biomedical progress is beyond dispute, they are characterised by two crucial logistical and ultimately scientifical limitations: poor retention and poor generalizability of results, as patients often have problems in concluding the investigation on-site. Remote Decentralised Clinical Trials (RDCTs) take advantage of digital technologies to design trial activities closer to the home of participants, with the aims of minimizing travel to health facilities and the risk of infections, improving the quality of life of participants and caregivers, reducing work absenteeism, including broader cohorts of patients and possibly reducing costs. RDCTs represent a minority of current global research, but the Covid-19 pandemic brought them to the fore. The authors of this paper promote the spread of RDCTs, building on early recommendations from international institutions, and provide some examples of their use and potential benefits in laboratory medicine.
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    求助全文

  • 文章类型: Journal Article
    未经批准:在COVID-19大流行之前,我们的研究小组启动了一项基于儿科实践的农村社区儿童肥胖治疗随机试验.在原计划的10周招募期后约6周,由于COVID-19大流行,试验被迫暂停所有研究活动.这种停顿需要对招聘进行重大修改,招生,和其他研究方法,以便使用虚拟程序完成试验。这篇描述性论文概述了用于招募的方法,注册,并通过技术管理临床试验参与者以获得知情同意,通过视频获得身高和体重测量值,并在整个试验期间保持参与者的参与。
    未经评估:研究小组审查了IRB记录,协议团队会议记录和记录,并对现场团队进行了调查,以记录COVID-19转向虚拟程序对研究的影响。IRB批准的研究变更允许考虑到站点资源的变化,在临床站点之间具有灵活性。这是实施成功的关键。
    UNASSIGNED:所有研究地点都面临着各种独特的后勤挑战,但成功招募了试验所需数量的患者。最终,虚拟程序增强了我们与以前无法触及的参与者建立关系的能力,但提出了一些挑战,需要额外的资源。
    UNASSIGNED:从这项研究中获得的经验教训可以帮助其他研究小组应对挑战,特别是在招募和实施针对农村和服务不足人群的研究时,或者在大流行等具有挑战性的事件期间。
    UNASSIGNED: Prior to the COVID-19 pandemic, our research group initiated a pediatric practice-based randomized trial for the treatment of childhood obesity in rural communities. Approximately 6 weeks into the originally planned 10-week enrollment period, the trial was forced to pause all study activity due to the COVID-19 pandemic. This pause necessitated a substantial revision in recruitment, enrollment, and other study methods in order to complete the trial using virtual procedures. This descriptive paper outlines methods used to recruit, enroll, and manage clinical trial participants with technology to obtain informed consent, obtain height and weight measurements by video, and maintain participant engagement throughout the duration of the trial.
    UNASSIGNED: The study team reviewed the IRB records, protocol team meeting minutes and records, and surveyed the site teams to document the impact of the COVID-19 shift to virtual procedures on the study. The IRB approved study changes allowed for flexibility between clinical sites given variations in site resources, which was key to success of the implementation.
    UNASSIGNED: All study sites faced a variety of logistical challenges unique to their location yet successfully recruited the required number of patients for the trial. Ultimately, virtual procedures enhanced our ability to establish relationships with participants who were previously beyond our reach, but presented several challenges and required additional resources.
    UNASSIGNED: Lessons learned from this study can assist other study groups in navigating challenges, especially when recruiting and implementing studies with rural and underserved populations or during challenging events like the pandemic.
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  • 文章类型: Journal Article
    当COVID-19大流行于2020年初开始时,全球的临床试验被中断。由于对亲自研究活动的限制,大多数干预试验转向某种形式的远程实施。虽然远程试验的比例越来越大,他们仍然是绝大多数的研究,部分原因是很少有成功的例子。我们的团队过渡了实现最佳健康的目标(GROWell),NIH资助的(R01NR017659)随机对照试验(RCT;ClinicalTrials.gov标识符NCT04449432)最初设计为混合干预,完全远程临床试验。GROWell是针对超重或肥胖怀孕的人的数字饮食干预。主要结果包括妊娠体重增加和产后六个月体重保留。我们测试过的策略,精致,和部署包括:(A)使用符合HIPAA的,基于网络的参与者招募和参与平台;(b)使用符合HIPAA标准的数字健康平台传播GROWell并进行研究访问;(c)这两个平台的互联互通,实现无缝招募,同意,招生,干预交付,后续行动,和研究小组致盲;(d)详细的SMS消息,以解决遵守协议的初始挑战;(e)电子邮件通知,提醒研究小组错过的参与者调查,以便他们可以跟进;(f)使用电子邮件礼品卡和收件人选择供应商的报酬;(g)地理定位社交媒体活动,以提高黑人土著和有色人种社区的参与度。这些策略使屏幕故障率提高了7%,研究任务的依从性在整个研究访问中平均提高了20-30%,研究完成率为82%。研究人员可能会在未来的远程mHealth试验中考虑部分或全部这些方法。
    Clinical trials worldwide were disrupted when the COVID-19 pandemic began in early 2020. Most intervention trials moved to some form of remote implementation due to restrictions on in-person research activities. Although the proportion of remote trials is growing, they remain the vast minority of studies in part due to few successful examples. Our team transitioned Goals for Reaching Optimal Wellness (GROWell), an NIH-funded (R01NR017659) randomized control trial (RCT; ClinicalTrials.gov identifier NCT04449432) originally designed as a hybrid intervention, into a fully remote clinical trial. GROWell is a digital dietary intervention for people who enter pregnancy with overweight or obesity. Primary outcomes include gestational weight gain and six-month postpartum weight retention. Strategies that we have tested, refined, and deployed include: (a) use of a HIPAA-compliant, web-based participant recruitment and engagement platform; (b) use of a HIPAA-compliant digital health platform to disseminate GROWell and conduct study visits (c) interconnectivity of these two platforms for seamless recruitment, consent, enrollment, intervention delivery, follow-up, and study team blinding; (d) detailed SMS messages to address initial challenges with protocol adherence; (e) email notifications alerting the study team about missed participant surveys so they can follow-up; (f) remuneration using email gift cards with recipient choice of vendor; and (g) geotargeting social media campaigns to improve participation of Black Indigenous and People of Color Communities. These strategies have resulted in screen failure rates improving by 7%, study task adherence improving by an average of 20-30% across study visits, and study completion rates of 82%. Researchers may consider some or all of these approaches in future remote mHealth trials.
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  • 文章类型: Journal Article
    数字技术越来越多地用于健康研究,以从更广泛的人群中收集现实世界的数据。新一轮的数字健康研究主要依靠数字技术来进行完全远程的研究。远程数字健康研究有望带来比传统、在人的研究。然而,据报道,这些研究通常会受到参与者流失的影响,其来源在很大程度上仍未得到充分研究。
    为未来远程数字健康研究规划做出贡献,我们提出了研究登记和完成的概念框架和假设。该框架引入了影响远程数字健康研究结果的3个参与标准:(1)参与者的动机和激励或推动,(2)参与者任务复杂性,(3)科学要求。这项研究的目标是从以人为本的角度为远程数字健康研究的计划和实施提供信息。
    我们进行了范围审查,以收集有关参与远程数字健康研究的信息,关注影响参与者注册和保留的方法论方面。在PubMed上进行了全面搜索,CINAHL,和WebofScience数据库,我们的研究还包括来自引文搜索的其他来源。我们包括完全远程进行的数字健康研究,包括招聘期间至少一项框架标准的信息,研究的入职或保留阶段,并包括研究登记或完成结果。进行定性分析以综合纳入研究的结果。
    我们报告了37项纳入研究的定性结果,这些研究根据目标样本量计算揭示了已实现的中位参与者入学人数的高值,128%(IQR100%-234%),和研究完成中位数,48%(IQR35%-76%)。对于向具有外在动机的参与者提供激励或推动的研究,观察到研究完成的中位数增加(62%,IQR43%-78%)。在没有激励或推动的情况下,降低参与者的任务复杂性并不能提高研究入学率中位数(103%,IQR102%-370%)或完成(43%,IQR22%-60%)在观察性研究中,与提供更多激励或推动的介入研究相比(研究完成率中位数为55%,IQR38%-79%)。此外,在评估的远程数字健康研究中,完成指标存在不一致,其中只有大约一半的研究(14/27,52%)基于整个研究期间的参与者保留.
    很少有研究以一致的方式报道参与因素和研究结果。这可能限制了我们研究的证据基础。由于观察到在数字健康研究中对具有数字素养技能的参与者的偏好,我们的评估也可能受到出版偏见或不具代表性的研究样本的影响。然而,我们发现,未来的远程数字健康研究计划可以受益于针对特定的参与者档案,提供激励和推动,并降低研究复杂性以改善研究结果。
    Digital technologies are increasingly used in health research to collect real-world data from wider populations. A new wave of digital health studies relies primarily on digital technologies to conduct research entirely remotely. Remote digital health studies hold promise to significant cost and time advantages over traditional, in-person studies. However, such studies have been reported to typically suffer from participant attrition, the sources for which are still largely understudied.
    To contribute to future remote digital health study planning, we present a conceptual framework and hypotheses for study enrollment and completion. The framework introduces 3 participation criteria that impact remote digital health study outcomes: (1) participant motivation profile and incentives or nudges, (2) participant task complexity, and (3) scientific requirements. The goal of this study is to inform the planning and implementation of remote digital health studies from a person-centered perspective.
    We conducted a scoping review to collect information on participation in remote digital health studies, focusing on methodological aspects that impact participant enrollment and retention. Comprehensive searches were conducted on the PubMed, CINAHL, and Web of Science databases, and additional sources were included in our study from citation searching. We included digital health studies that were fully conducted remotely, included information on at least one of the framework criteria during recruitment, onboarding or retention phases of the studies, and included study enrollment or completion outcomes. Qualitative analyses were performed to synthesize the findings from the included studies.
    We report qualitative findings from 37 included studies that reveal high values of achieved median participant enrollment based on target sample size calculations, 128% (IQR 100%-234%), and median study completion, 48% (IQR 35%-76%). Increased median study completion is observed for studies that provided incentives or nudges to extrinsically motivated participants (62%, IQR 43%-78%). Reducing task complexity for participants in the absence of incentives or nudges did not improve median study enrollment (103%, IQR 102%-370%) or completion (43%, IQR 22%-60%) in observational studies, in comparison to interventional studies that provided more incentives or nudges (median study completion rate of 55%, IQR 38%-79%). Furthermore, there were inconsistencies in measures of completion across the assessed remote digital health studies, where only around half of the studies with completion measures (14/27, 52%) were based on participant retention throughout the study period.
    Few studies reported on participatory factors and study outcomes in a consistent manner, which may have limited the evidence base for our study. Our assessment may also have suffered from publication bias or unrepresentative study samples due to an observed preference for participants with digital literacy skills in digital health studies. Nevertheless, we find that future remote digital health study planning can benefit from targeting specific participant profiles, providing incentives and nudges, and reducing study complexity to improve study outcomes.
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  • 文章类型: Journal Article
    在线公共教育活动的迅速增加突出表明,需要更好地了解数字广告和有针对性的个人层面成果的影响。这项研究的目的是开发一个虚拟的实验协议,以评估个人水平暴露于数字视频广告对自然在线浏览环境中活动结果的剂量反应效应。
    18-24岁(n=221)的年轻人在2周内通过YouTube移动应用程序的逼真模型完成了3次5分钟的观看会议,随后在第三次会议后进行了10分钟的调查。参与者被随机分配到电子烟预防活动中的0到6个广告曝光;受访者每次观看总共2个广告,这些广告中的0到2个是来自广告系列的不可跳过的数字视频广告和/或虚拟广告。在短YouTube视频之前播放的视频广告。衡量的结果是自我报告的广告识别,广告曝光的频率,和主要信息知识。
    本研究展示了一种可快速访问的虚拟实验方案,用于评估数字广告的剂量反应效应和个人水平的结果。在2周的时间内,通过该平台发布的5次不可跳过视频广告的数字曝光,在多达6次曝光时,广告识别率最高。消息知识和广告内容相关效果可能需要更高的曝光水平。
    该协议可以扩展到调查剂量-反应效应和个人水平暴露于数字广告的作用机制,以获得多种广告活动的结果,包括知识的变化,态度,和信仰。研究结果可以为公共教育运动中足够的数字暴露水平提供证据。
    UNASSIGNED: The rapid increase in online public education campaigns underscores the need for a better understanding of the effects of exposure to digital advertising and targeted individual-level outcomes. The goal of this study is to develop a virtual experimental protocol to evaluate the dose-response effects of individual-level exposure to digital video ads on campaign outcomes in a naturalistic online browsing context.
    UNASSIGNED: Young adults aged 18-24 years (n = 221) completed three 5 min viewing sessions on a realistic mock-up of the YouTube mobile app over a period of 2 weeks, followed by a 10-min survey after the third session. Participants were randomized to view between 0 and 6 exposures of ads from an e-cigarette prevention campaign; respondents viewed a total of 2 ads per session, with 0 to 2 of those ads being non-skippable digital video ads from the campaign and/or a dummy ad. The video ads played prior to short YouTube videos. Outcomes measured were self-reported ad recognition, frequency of ad exposure, and main message knowledge.
    UNASSIGNED: This study demonstrates a rapidly accessible virtual experimental protocol for evaluating the dose-response effects of digital advertising and individual-level outcomes. Five digital exposures of non-skippable video ads delivered via this platform over a 2-week period generated the highest ad recognition when there were up to six exposures. Higher exposure levels may be needed for message knowledge and ad-content-related effects.
    UNASSIGNED: This protocol can be extended to investigate dose-response effects and mechanisms of action of individual-level exposure to digital advertising for multiple campaign outcomes, including changes in knowledge, attitudes, and beliefs. Findings can inform evidence for adequate levels of digital exposure in public education campaigns.
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  • 文章类型: Journal Article
    在COVID-19大流行期间,数字策略和分散方法允许继续进行减肥临床试验,尽管面对面的参与已经停止.特别是,试验利用远程媒体实时测量一系列指标数据,同时测试简化患者护理的新策略.这些方法可以解决传统试验的长期挑战,包括种族和族裔少数群体的减员和代表性不足。最终,利用数字策略和当面策略的试验数据可能表明混合方法的前景,即整合了用于连续患者监测的稳健虚拟组件和用于患者依从性和数据标准化的当面组件.在这篇评论中,我们概述了COVID-19时代减肥临床试验中最具创新性的数字方法,以及确定这些研究模式的机遇和挑战。
    During the COVID-19 pandemic, digital strategies and decentralized approaches allowed for the continuation of weight loss clinical trials despite in-person engagement coming to a halt. In particular, trials leveraged remote mediums to measure data in real-time across a broad array of metrics while testing novel strategies to streamline patient care. Such approaches may address longstanding challenges with traditional trials, including attrition and underrepresentation of racial and ethnic minorities. Ultimately, emerging data from trials utilizing both digital and in-person strategies may indicate the promise of a hybrid approach in incorporating a robust virtual component for continuous patient monitoring and an in-person component for patient adherence and data standardization. In this commentary, we provide an overview of the most innovative digital approaches in clinical trials of weight loss during the COVID-19 era, as well as identify opportunities and challenges for these modes of research going forward.
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