Digital health

数字健康
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    这项前瞻性队列研究旨在评估数字健康技术尤其是个人数字助理(PDA)在神经外科手术管理中的影响,专注于手术安全检查的准确性,效率,患者满意度。
    该研究包括2022年1月至12月的211例神经外科病例。对照组106例患者遵循传统的验证方法,而实验组105例患者使用PDA。PDA系统便于实时数据采集,验证,和传输。这项研究比较了两组的检查时间,准确率,患者满意度,并使用多元回归来评估基线参数对这些结局的影响。
    研究发现,使用PDA系统的实验组将平均验证时间减少了约8分钟,在术前和术后检查中达到100.0%的准确率,显著优于对照组(91.5%术前和术后)。多因素回归证实,由于PDA系统,术后验证时间减少了48.1%(p<0.001),模型显示出较高的解释力(R2=0.911)。其他检查因素,包括患者年龄和护士经验,没有显著影响。同样,PDA的引入显著提高了验证准确性,其他变量没有显著影响(p=0.010)。
    PDA系统在神经外科手术中的应用显着提高了手术安全检查的准确性和效率,减少护理错误,优化的护理工作流程,提高患者满意度。这些结果为PDA技术在高危医疗领域的应用提供了有价值的启示,展示数字健康工具在提高手术安全性和效率方面的潜力。
    UNASSIGNED: This prospective cohort study aims to evaluate the impact of digital health technology especially Personal Digital Assistants (PDA) in neurosurgical procedure management, focusing on surgical safety check accuracy, efficiency, and patient satisfaction.
    UNASSIGNED: The study included 211 neurosurgical cases from January to December 2022. The control group of 106 patients followed traditional verification methods, while the experimental group of 105 patients used PDA. The PDA system facilitated real-time data collection, verification, and transmission. The study compared both groups in terms of check times, accuracy rates, and patient satisfaction, and used multivariate regression to assess the impact of baseline parameters on these outcomes.
    UNASSIGNED: The study found that the experimental group using the PDA system reduced the average verification time by approximately 8 min, achieving 100.0% accuracy in preoperative and postoperative checks, significantly better than the control group (91.5% pre- and post-operation). Multivariate regression confirmed a 48.1% reduction in postoperative verification time due to the PDA system (p < 0.001), with the model showing high explanatory power (R2 = 0.911). Other examined factors, including patient age and nurse experience, had no significant effects. Similarly, the PDA\'s introduction markedly improved verification accuracy, with no significant impact from other variables (p = 0.010).
    UNASSIGNED: The application of the PDA system in neurosurgical operations significantly enhanced the accuracy and efficiency of surgical safety checks, reduced nursing errors, optimized nursing workflows, and improved patient satisfaction. These results provide valuable insights for the application of PDA technology in high-risk medical fields, demonstrating potential of digital health tools in enhancing surgical safety and efficiency.
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  • 文章类型: Journal Article
    调查数字健康干预措施对提高孕妇口服铁补充剂依从性的影响。
    从成立到2023年10月,搜索了五个数据库,没有日期限制。
    评估数字健康干预措施对口服补铁依从性影响的随机对照试验(RCT)(例如,片剂和胶囊)与针对孕妇的非数字健康干预措施相比是合格的。
    我们使用逆方差法对连续变量计算了具有95%置信区间(CI)的标准化平均差(SMD)和平均差(MD)。我们使用Mantel-Haenszel模型用95CI计算分类变量的比值比(OR)。使用建议分级评估来评估证据的确定性,发展,和评估(等级)方法。使用Cochrane偏倚风险工具2.0评估纳入的随机对照试验的偏倚风险。
    纳入10项试验,1,633名参与者。根据7项试验,与非数字健康干预相比,数字健康干预可以提高客观依从性(1,289名参与者,OR=4.07[2.19,7.57],p<0.001,I2=69%)在孕妇中。与非数字健康干预相比,数字健康干预可以改善主观依从性行为(3项试验,434名参与者,SMD=0.82[0.62,1.01],p<0.001,I2=0%)在孕妇中。基于3次试验,与非数字健康干预相比,数字健康干预可以改善平板电脑的消费(333名参与者,SMD=1.00[0.57,1.42],p<0.001,I2=66%)在孕妇中。与非数字健康干预相比,数字健康干预可以提高血红蛋白水平(7项试验,1,216名与会者,MD=0.59[0.31,0.88],p<0.001,I2=93%)在孕妇中。
    数字健康干预措施可有效改善孕妇对口服铁补充剂的依从性和血红蛋白水平。
    UNASSIGNED: To investigate the effects of digital health interventions for improving adherence to oral iron supplementation in pregnant women.
    UNASSIGNED: Five databases were searched from their inception to October 2023 with no date restrictions.
    UNASSIGNED: Randomized controlled trials (RCTs) that assessed the effects of digital health interventions on adherence to oral iron supplementation (e.g., tablets and capsules) compared to non-digital health interventions for pregnant women were eligible.
    UNASSIGNED: We calculated standardized mean differences (SMDs) and mean differences (MDs) with 95% confidence intervals (CIs) for continuous variables using the inverse variance method. We calculated odds ratios (OR) with 95%CI for categorical variables using the Mantel-Haenszel model. The certainty of the evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach. The risk of bias of the included RCTs was assessed using the Cochrane risk of bias tool 2.0.
    UNASSIGNED: Ten trials with 1,633 participants were included. Based on 7 trials, digital health interventions can improve objective adherence rate comparing with non-digital health interventions (1,289 participants, OR = 4.07 [2.19, 7.57], p < 0.001, I2 = 69%) in pregnant women. Digital health interventions can improve subjective adherence behavior comparing with non-digital health interventions (3 trials, 434 participants, SMD = 0.82 [0.62, 1.01], p < 0.001, I2 = 0%) in pregnant women. Based on 3 trials, digital health interventions can improve tablets consumption comparing with non-digital health interventions (333 participants, SMD = 1.00 [0.57, 1.42], p < 0.001, I2 = 66%) in pregnant women. Digital health interventions can improve hemoglobin level comparing with non-digital health interventions (7 trials, 1,216 participants, MD = 0.59 [0.31, 0.88], p < 0.001, I2 = 93%) in pregnant women.
    UNASSIGNED: Digital health interventions were effective at improving adherence to oral iron supplementation and hemoglobin levels in pregnant women.
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景:数字医疗服务的兴起,特别是数字医生咨询,创造了医疗保健选择的新范式。虽然患者传统上依靠数字评论或转诊来选择医疗保健提供者,数字环境往往缺乏这样的信息,导致对个人资料图片等视觉线索的依赖。先前的研究已经探讨了身体吸引力在一般服务环境中的影响,但在数字医疗保健的背景下却很少。
    目的:本研究旨在通过调查在数字咨询环境中医疗保健提供者的身体吸引力如何影响患者的偏好来填补研究空白。我们还研究了疾病严重程度和医疗保健提供者资格信息可用性的调节作用。该研究使用信号理论和性归因偏见框架来理解这些动态。
    方法:进行了三项实验研究,以检查医疗保健提供者的身体吸引力和性别对患者在数字咨询中的偏好的影响。研究1(n=282)使用2×2的受试者间因子设计,医生操纵吸引力和性别。研究2(n=158)侧重于女医生和操纵的疾病严重程度和参与者的性别。研究3(n=150)重复了研究2,但增加了有关提供者能力的信息。
    结果:这项研究发现,患者倾向于选择有吸引力的异性医生,但不太可能选择有吸引力的同性医生。此外,我们的研究表明,当疾病严重程度高时,这种影响更加突出。此外,在高疾病严重程度和低疾病严重程度两种情况下,当服务提供者的资格信息存在时,性别刻板印象的影响都会减轻.
    结论:这项研究有助于有关医疗信息系统研究的文献,并阐明了应在数字医生咨询平台上显示哪些信息。为了抵消基于刻板印象的吸引力偏见,医疗保健平台应考虑提供全面的资格信息以及个人资料图片。
    BACKGROUND: The rise of digital health services, particularly digital doctor consultations, has created a new paradigm in health care choice. While patients traditionally rely on digital reviews or referrals to select health care providers, the digital context often lacks such information, leading to reliance on visual cues such as profile pictures. Previous research has explored the impact of physical attractiveness in general service settings but is scant in the context of digital health care.
    OBJECTIVE: This study aims to fill the research gap by investigating how a health care provider\'s physical attractiveness influences patient preferences in a digital consultation setting. We also examine the moderating effects of disease severity and the availability of information on health care providers\' qualifications. The study uses signal theory and the sexual attribution bias framework to understand these dynamics.
    METHODS: Three experimental studies were conducted to examine the influence of health care providers\' physical attractiveness and gender on patient preferences in digital consultations. Study 1 (n=282) used a 2×2 between-subjects factorial design, manipulating doctor attractiveness and gender. Study 2 (n=158) focused on women doctors and manipulated disease severity and participant gender. Study 3 (n=150) replicated study 2 but added information about the providers\' abilities.
    RESULTS: This research found that patients tend to choose attractive doctors of the opposite gender but are less likely to choose attractive doctors of the same gender. In addition, our studies revealed that such an effect is more prominent when the disease severity is high. Furthermore, the influence of gender stereotypes is mitigated in both the high and low disease severity conditions when service providers\' qualification information is present.
    CONCLUSIONS: This research contributes to the literature on medical information systems research and sheds light on what information should be displayed on digital doctor consultation platforms. To counteract stereotype-based attractiveness biases, health care platforms should consider providing comprehensive qualification information alongside profile pictures.
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  • 文章类型: Journal Article
    背景:在数字时代,搜索引擎和社交媒体平台是健康信息的主要来源,然而,他们以商业利益为中心的算法往往优先考虑无关紧要的内容。信誉良好的来源基于Web的健康应用程序为规避这些有偏见的算法提供了解决方案。尽管有这样的优势,在这些专业健康应用程序中有效整合内容排名算法以确保提供个性化和相关的健康信息方面,研究仍存在显著差距.
    目的:本研究介绍了一种通用方法,旨在促进基于Web的健康应用程序中健康信息推荐功能的开发和实施。
    方法:我们详细介绍了我们提出的方法,在设计阶段涵盖概念基础和实践考虑,发展,操作,review,和软件开发生命周期中的优化。使用案例研究,我们通过在EndoZone平台中实施推荐功能来展示所提出方法的实际应用,一个致力于提供子宫内膜异位症有针对性的健康信息的平台。
    结果:在EndoZone平台中应用所提出的方法导致了定制的健康信息推荐系统的创建,称为EndoZone信息学。EndoZone利益相关者的反馈以及实施过程中的见解验证了该方法在健康信息应用程序中启用高级推荐功能的实用性。初步评估表明,该系统成功提供个性化内容,巧妙地纳入用户反馈,并在调整其推荐逻辑方面表现出相当大的灵活性。虽然某些特定于项目的设计缺陷在初始阶段没有被发现,这些问题随后在审查和优化阶段被确定和纠正。
    结论:我们提出了一种通用方法来指导基于Web的健康信息应用程序中健康信息推荐功能的设计和实现。通过利用用户特征和反馈进行内容排名,这种方法可以创建个性化的建议,以符合受信任的健康应用程序中的个人用户需求。我们的方法在EndoZone信息学发展中的成功应用标志着大规模个性化健康信息交付的重大进展。为用户的具体需求量身定做。
    BACKGROUND: In the digital age, search engines and social media platforms are primary sources for health information, yet their commercial interests-focused algorithms often prioritize irrelevant content. Web-based health applications by reputable sources offer a solution to circumvent these biased algorithms. Despite this advantage, there remains a significant gap in research on the effective integration of content-ranking algorithms within these specialized health applications to ensure the delivery of personalized and relevant health information.
    OBJECTIVE: This study introduces a generic methodology designed to facilitate the development and implementation of health information recommendation features within web-based health applications.
    METHODS: We detail our proposed methodology, covering conceptual foundation and practical considerations through the stages of design, development, operation, review, and optimization in the software development life cycle. Using a case study, we demonstrate the practical application of the proposed methodology through the implementation of recommendation functionalities in the EndoZone platform, a platform dedicated to providing targeted health information on endometriosis.
    RESULTS: Application of the proposed methodology in the EndoZone platform led to the creation of a tailored health information recommendation system known as EndoZone Informatics. Feedback from EndoZone stakeholders as well as insights from the implementation process validate the methodology\'s utility in enabling advanced recommendation features in health information applications. Preliminary assessments indicate that the system successfully delivers personalized content, adeptly incorporates user feedback, and exhibits considerable flexibility in adjusting its recommendation logic. While certain project-specific design flaws were not caught in the initial stages, these issues were subsequently identified and rectified in the review and optimization stages.
    CONCLUSIONS: We propose a generic methodology to guide the design and implementation of health information recommendation functionality within web-based health information applications. By harnessing user characteristics and feedback for content ranking, this methodology enables the creation of personalized recommendations that align with individual user needs within trusted health applications. The successful application of our methodology in the development of EndoZone Informatics marks a significant progress toward personalized health information delivery at scale, tailored to the specific needs of users.
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  • 文章类型: Journal Article
    背景:老年人口的增加导致慢性病患病率和医疗费用的增加。女性往往比男性拥有更长的健康预期寿命,并且更有可能在50岁左右暴露于泌尿系统疾病,从而导致其一生中的大量医疗保健费用。泌尿系统疾病通常需要持续治疗,因为它们复发的风险很高。增加了医疗费用的经济负担。本研究旨在确定影响女性泌尿系统疾病患者医疗费用的因素,并提出减轻相关经济负担的策略。
    方法:我们使用了2011年至2016年韩国卫生小组调查的数据。最终样本包括2,932例因泌尿系统疾病而去医院就诊的患者。探讨女性泌尿系疾病患者医疗费用的影响因素,我们采用了广义估计方程模型。
    结果:结果表明,年轻人和中等收入水平的患者往往会产生更高的医疗费用。此外,在三级医院接受治疗的患者和参加国民健康保险的患者的医疗费用也较高。
    结论:这项研究表明,有效管理与女性泌尿系统疾病相关的医疗费用需要改善医疗保健可及性,以促进早期发现和持续疾病管理。此外,研究结果强调了数字健康和非面对面治疗在满足这些需求方面的潜在益处.
    BACKGROUND: The rising older adult population has led to an increase in the prevalence of chronic diseases and medical expenses. Women tend to have a longer healthy life expectancy than men and are more likely to be exposed to urological disorders around the age of 50, resulting in substantial healthcare expenses throughout their lifetime. Urological disorders often require continuous treatment owing to their high risk of recurrence, contributing to an increased financial burden from medical costs. This study aimed to identify factors influencing medical expense in female patients with urological disorders and propose strategies to alleviate the associated financial burden.
    METHODS: We used data from the Korea Health Panel Survey conducted from 2011 to 2016. The final sample comprised 2,932 patients who visited hospitals for urological disorders. To identify the factors influencing medical expense among female patients with urological disorders, we employed a generalized estimating equation model.
    RESULTS: The results indicated that younger people and patients with middle-income levels tended to incur higher medical expenses. Furthermore, patients receiving treatment at tertiary hospitals and those enrolled in National Health Insurance also incurred higher health expenses.
    CONCLUSIONS: This study suggests that effective management of medical expenses related to urological disorders in women requires improvements in healthcare accessibility to facilitate early detection and continuous disease management. In addition, the findings highlight the potential benefits of digital health and non-face-to-face treatments in addressing these needs.
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  • 文章类型: Journal Article
    背景:随着新兴技术的发展,数字行为改变干预(DBCI)有助于在日常生活中保持规律的身体活动。
    目的:为了全面了解当前DBCI中习惯形成技术的设计实现,进行了系统的审查,以调查行为改变技术的实施,习惯形成技术的类型,以及当前DBCI中的设计策略。
    方法:本综述遵循PRISMA(系统综述和荟萃分析的首选报告项目)指南。从2012年到2022年,共系统地搜索了4个数据库,其中包括WebofScience,Scopus,ACM数字图书馆,和PubMed。纳入标准包括使用数字工具进行身体活动的研究,检查行为改变干预技术,用英语写的.
    结果:本综述共纳入41篇研究文章。结果表明,应用最多的行为改变技术是行为的自我监控,目标设定,提示和提示。此外,习惯形成技术是根据意图确定和发展的,提示,和积极的强化。常用的方法包括自动监测,描述性反馈,一般准则,自我设定的目标,基于时间的线索,虚拟奖励
    结论:总结了总共32种习惯形成技术的常用设计策略,并将其映射到所提出的概念框架中,分为目标介导的(泛化和个性化)和技术介导的相互作用(显性和隐性)。现有的大多数研究都使用显式交互,在DBCI的设计策略中与个性化习惯形成技术保持一致。然而,在综述的研究中,内隐交互设计策略是缺乏的。拟议的概念框架和潜在的解决方案可以作为设计旨在在DBCI中形成习惯的策略的指南。
    BACKGROUND: With the development of emerging technologies, digital behavior change interventions (DBCIs) help to maintain regular physical activity in daily life.
    OBJECTIVE: To comprehensively understand the design implementations of habit formation techniques in current DBCIs, a systematic review was conducted to investigate the implementations of behavior change techniques, types of habit formation techniques, and design strategies in current DBCIs.
    METHODS: The process of this review followed the PRISMA (Preferred Reporting Item for Systematic Reviews and Meta-Analyses) guidelines. A total of 4 databases were systematically searched from 2012 to 2022, which included Web of Science, Scopus, ACM Digital Library, and PubMed. The inclusion criteria encompassed studies that used digital tools for physical activity, examined behavior change intervention techniques, and were written in English.
    RESULTS: A total of 41 identified research articles were included in this review. The results show that the most applied behavior change techniques were the self-monitoring of behavior, goal setting, and prompts and cues. Moreover, habit formation techniques were identified and developed based on intentions, cues, and positive reinforcement. Commonly used methods included automatic monitoring, descriptive feedback, general guidelines, self-set goals, time-based cues, and virtual rewards.
    CONCLUSIONS: A total of 32 commonly design strategies of habit formation techniques were summarized and mapped to the proposed conceptual framework, which was categorized into target-mediated (generalization and personalization) and technology-mediated interactions (explicitness and implicitness). Most of the existing studies use the explicit interaction, aligning with the personalized habit formation techniques in the design strategies of DBCIs. However, implicit interaction design strategies are lacking in the reviewed studies. The proposed conceptual framework and potential solutions can serve as guidelines for designing strategies aimed at habit formation within DBCIs.
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  • 文章类型: Journal Article
    背景:人类免疫缺陷病毒(HIV)感染已成为全球疾病负担的主要原因。全球范围内,艾滋病毒病例数继续增加。电子健康(eHealth)干预措施已成为支持艾滋病毒感染者进行疾病自我管理的有希望的工具。本综述的目的是系统地评估和总结已发表的关于电子健康干预措施对艾滋病毒预防的有效性的系统综述和荟萃分析的证据和结果,测试和管理。
    方法:PubMed,搜索了Embase和Cochrane图书馆的评论。使用AMSTAR-2评估纳入研究的方法学质量。
    结果:共纳入22篇系统综述。审查的方法学质量很低或极低。EHealth干预措施包括互联网,电脑,或对网站的移动干预,programs,应用程序,电子邮件,视频,游戏,远程医疗,发短信,和社交媒体,或者它们的组合。大多数审查显示了有效性的证据(包括增加对艾滋病毒管理行为的参与,成功改变了艾滋病毒检测行为,并降低风险行为)。EHealth干预措施在短期内是有效的。
    结论:环境健康干预有可能改善艾滋病毒预防,艾滋病毒检测和疾病管理。由于目前已有的系统评价方法质量低的局限性,需要更多高质量的证据来制定明确和有力的建议.
    BACKGROUND: Human immunodeficiency virus (HIV) infection has become a major contributor to the global burden of disease. Globally, the number of cases of HIV continues to increase. Electronic health (eHealth) interventions have emerged as promising tools to support disease self-management among people living with HIV. The purpose of this umbrella review is to systematically evaluate and summarize the evidence and results of published systematic reviews and meta-analyses on the effectiveness of eHealth interventions for HIV prevention, testing and management.
    METHODS: PubMed, Embase and the Cochrane Library were searched for reviews. The methodological quality of the included studies was assessed using AMSTAR-2.
    RESULTS: A total of 22 systematic reviews were included. The methodological quality of the reviews was low or critically low. EHealth interventions range from Internet, computer, or mobile interventions to websites, programs, applications, email, video, games, telemedicine, texting, and social media, or a combination of them. The majority of the reviews showed evidence of effectiveness (including increased participation in HIV management behaviours, successfully changed HIV testing behaviours, and reduced risk behaviours). EHealth interventions were effective in the short term.
    CONCLUSIONS: Ehealth interventions have the potential to improve HIV prevention, HIV testing and disease management. Due to the limitations of the low methodological quality of the currently available systematic reviews, more high-quality evidence is needed to develop clear and robust recommendations.
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