medical apps

医疗应用程序
  • 文章类型: Case Reports
    非特异性下腰痛(NLBP)对全球卫生和经济产生了深远的影响。在Web3.0时代,数字疗法提供了改善NLBP管理的潜力。Rise-uP试验引入了数字锚定,以全科医生(GP)为重点的背痛管理方法,以Kaia背痛应用程序为关键干预措施。这里,我们介绍了Rise-uP试验的12个月评估,包括临床和经济结果,患者满意度和行为跟踪分析。
    集群随机对照研究(注册号:DRKS00015048)纳入了1237名患者,其中930人根据Rise-uP方法接受治疗,307人接受标准护理治疗。疼痛的评估,心理状态,功能能力,和健康(患者报告的结果测量;PROM)在基线时收集,在3-,6-,和12个月的随访间隔。健康保险合作伙伴AOK,DAK,BARMER提供了个人医疗保健成本数据。人工智能(AI)驱动的行为跟踪分析确定了不同的应用程序使用集群,这些集群呈现的临床结果大致相同。在试验结束时捕获患者满意度(患者报告的经验测量;PREM)。
    意向治疗(ITT)分析表明,与对照组相比,Rise-uP组在12个月时的疼痛减轻幅度显着较大(IG:-46%vsCG:-24%;p<0.001),只有Rise-uP组的疼痛减轻才具有临床意义。在Rise-uP组患者中,所有其他PROM的改善均显着优于此。对应用程序使用情况的AI分析区分了四个使用集群。短期到长期使用,都产生了相同程度的疼痛减轻。成本效益分析表明,Rise-uP具有巨大的经济效益。
    以医疗多模式背痛应用程序作为数字治疗的核心要素的Rise-uP方法证明了这两者,在NLBP的管理中,与标准护理相比具有临床和经济优势。
    UNASSIGNED: Non-specific low back pain (NLBP) exerts a profound impact on global health and economics. In the era of Web 3.0, digital therapeutics offer the potential to improve NLBP management. The Rise-uP trial introduces a digitally anchored, general practitioner (GP)-focused back pain management approach with the Kaia back pain app as the key intervention. Here, we present the 12-months evaluation of the Rise-uP trial including clinical and economic outcomes, patient satisfaction and behavioral tracking analysis.
    UNASSIGNED: The cluster-randomized controlled study (registration number: DRKS00015048) enrolled 1237 patients, with 930 receiving treatment according to the Rise-uP approach and 307 subjected to standard of care treatment. Assessments of pain, psychological state, functional capacity, and well-being (patient-reported outcome measures; PROMs) were collected at baseline, and at 3-, 6-, and 12-months follow-up intervals. Health insurance partners AOK, DAK, and BARMER provided individual healthcare cost data. An artificial intelligence (AI)-driven behavioral tracking analysis identified distinct app usage clusters that presented all with about the same clinical outcome. Patient satisfaction (patient-reported experience measures; PREMs) was captured at the end of the trial.
    UNASSIGNED: Intention-to-treat (ITT) analysis demonstrated that the Rise-uP group experienced significantly greater pain reduction at 12 months compared to the control group (IG: -46% vs CG: -24%; p < 0.001) with only the Rise-uP group achieving a pain reduction that was clinically meaningful. Improvements in all other PROMs were notably superior in patients of the Rise-uP group. The AI analysis of app usage discerned four usage clusters. Short- to long-term usage, all produced about the same level of pain reduction. Cost-effectiveness analysis indicated a substantial economic benefit for Rise-uP.
    UNASSIGNED: The Rise-uP approach with a medical multimodal back pain app as the central element of digital treatment demonstrates both, clinical and economic superiority compared to standard of care in the management of NLBP.
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  • 文章类型: Journal Article
    智能手机和移动健康(mHealth)应用程序(应用程序)已成为医疗保健专业人员日常功能不可或缺的一部分,允许快速,全面,以及对当前临床指南和其他参考材料的最新访问。
    评估南非儿科医生使用mHealth应用程序的程度和性质。
    要求参与研究的电子邮件已发送给威特沃特斯兰德大学附属六家医院的285名儿科医生。有意愿的参与者被指示完成在线研究问卷。
    共有150名受访者完成了调查问卷。所有受访者都拥有移动设备,并且已经拥有一个或多个mHealth应用程序,95.3%的人不知道有任何监管机构负责监管mHealth应用程序的使用,86.0%的人在工作中无法使用免费Wi-Fi,87.3%的人每天至少使用一次mHealth应用程序。药物剂量(81.3%),诊断类(59.3%)和临床决策类(44.7%)应用程序是最常见的应用程序类别,Medscape®(62.0%)和EMGuidance®(41.3%)是最常用的应用程序.同行推荐(76.0%),应用程序可信度(74.0%)和应用程序功能(66.0%)是受访者在下载或使用mHealth应用程序之前考虑的最常见因素。
    医疗应用程序经常在各级儿科医生中使用。药物剂量,诊断和临床决策应用程序是使用中最常见的应用程序类别。需要提高医生对有关使用mHealth应用程序的法规的认识。
    UNASSIGNED: Smartphone and mobile health (mHealth) applications (apps) have become an integral part of the day-to-day function of healthcare professionals, allowing quick, comprehensive, and up-to-date access to current clinical guidelines and other reference material.
    UNASSIGNED: To evaluate the extent and nature of use of mHealth apps by paediatric department doctors in South Africa.
    UNASSIGNED: E-mails requesting study participation were sent out to 285 paediatric department doctors employed at six hospitals affiliated to the University of the Witwatersrand. Willing participants were directed to complete the online study questionnaire.
    UNASSIGNED: A total of 150 respondents completed the questionnaire. All respondents owned a mobile device and already had one or more mHealth apps, 95.3% were unaware of any regulatory body responsible for regulating the use of mHealth apps, 86.0% did not have access to free Wi-Fi at work and 87.3% used an mHealth app at least once daily. Drug dosing (81.3%), diagnostic (59.3%) and clinical decision-making (44.7%) apps were the most common app categories with Medscape® (62.0%) and EMGuidance® (41.3%) being the most frequently used apps. Peer recommendation (76.0%), app credibility (74.0%) and app functionality (66.0%) were the most common factors that were considered by respondents prior to downloading or using an mHealth app.
    UNASSIGNED: Medical apps are frequently used among paediatric medical doctors of all ranks. Drug dosing, diagnostic and clinical decision-making apps are the most common app categories in use. Improved awareness of the regulations pertaining to the use of mHealth apps amongst doctors is required.
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  • 文章类型: Systematic Review
    为脊髓损伤(SCI)患者提供数字精神卫生保健的概述。
    PubMed,PsycInfo,和PSYNDEX搜索符合以下标准的文章:(1)用英语或德语撰写的文章;(2)数字心理社会干预;(3)仅SCI;(4)对SCI患者的治疗,而非其亲属或护理人员.通过标题和摘要筛选记录,并获得符合纳入标准的记录进行全文筛选。筛选已识别文章的参考文献以找到进一步的相关文章。文献检索在提交前已更新。使用Cochrane偏倚风险工具进行随机试验(RoB2)评估偏倚风险,并进行叙述性综合。
    在这篇综述中确定并比较了10项随机对照试验(RCT)和10项非随机对照试验,评估12种基于互联网和移动的干预措施,五个智能手机应用程序,和三个虚拟现实应用。这些干预措施主要用作独立的护理计划。虽然有些不是基于任何理论,认知行为疗法主要作为网络干预的理论基础。在研究之间,人类支持的程度也有很大差异。干预模块的数量介于2和72之间。结果变量和效果也存在重大差异。由于研究的异质性,未对数据进行荟萃分析评估。
    促进SCI患者心理社会健康的数字应用是一个新兴的研究领域,许多治疗方法仍在未来。第一个高质量的RCT研究报告了有希望的结果。不幸的是,并非所有研究都是高质量的,或者干预措施不足以适应SCI患者的需求.因此,需要更多的研究来进一步开发应用,并推广和测试长期发现的效果。
    UNASSIGNED: To provide an overview of the digital mental health care landscape for individuals with spinal cord injury (SCI).
    UNASSIGNED: PubMed, PsycInfo, and PSYNDEX were searched for articles meeting the following criteria: (1) article written in English or German; (2) digital psychosocial intervention; (3) SCI only; (4) treatment of individuals with SCI and not their relatives or caregivers. Records were screened by title and abstract and records meeting the inclusion criteria were obtained for full text screening. The references of identified articles were screened to find further relevant articles. The literature search was updated before submission. Risk of Bias was assessed by using the Cochrane risk-of-bias tool for randomized trials (RoB 2) and a narrative synthesis was conducted.
    UNASSIGNED: Ten randomized-controlled trials (RCT) and ten non-randomized-controlled trials were identified and compared in this review, evaluating twelve internet- and mobile-based interventions, five smartphone apps, and three virtual reality applications. The interventions were primarily used as stand-alone aftercare programs. While some were not based on any theory, cognitive behavioral therapy mostly served as the theoretical basis for the online interventions. The extent of human support also varied greatly between the studies. The number of intervention modules ranged between 2 and 72. There were also major differences in outcome variables and effects. A meta-analytical evaluation of the data was not conducted due to heterogeneity of studies.
    UNASSIGNED: Digital applications to promote the psychosocial health of individuals with SCI are an emerging field of research with many treatment approaches still to come. First high quality RCT studies report promising results. Unfortunately, not all studies are of high quality or the interventions have been insufficiently adapted to the needs of people with SCI. Therefore, more research is needed to further develop applications, and to generalize and test the effects found in the long term.
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  • 文章类型: Multicenter Study
    背景:隐性肝性脑病(CHE)未被诊断且难以发现。EnbheadAppStroop测试已通过筛选验证。该研究的目的是根据健康对照标准定义突尼斯标准,并估计肝硬化突尼斯患者中CHE的患病率。方法:前瞻性,多中心,进行了横断面研究。在11个中心招募了40岁及以上的门诊或住院肝硬化患者。在8个中心招募了40岁及以上的健康受试者。我们使用了经过翻译的阿拉伯语版本的简化EncephalAppStroop测试。该任务有两个组成部分:“关”和“开”状态取决于刺激的不一致或一致。结果:共纳入142例患者。平均年龄为57.26岁[40-86]。40(28.17%)的肝硬化患者被诊断为具有轻微的肝性脑病或CHE。在不合格的患者中,22例有明显的肝性脑病。如果我们考虑这些病人,肝硬化患者CHE的总体患病率约为24.39%.在女性中更为常见(34.21%对25.96%),以及学校教育水平在6至13年之间的患者。其患病率似乎不受性别影响,MELD得分,肝硬化的病因和患者的年龄组,因为根据卡方检验,这些变量与各自的p无关0.413;0.736;0.663和0.1。stroop时间(开/关和开+关)彼此显著相关,与年龄显著正相关(相应的皮尔逊系数:0.578;0.567和0.6)。年龄越大,stroop响应时间增加越多(p>10-3)。结论:EnheadAppStroop试验是突尼斯肝硬化患者CHE的有效筛查工具。
    Background: Covert hepatic encephalopathy (CHE) is underdiagnosed and is difficult to detect. The EncephalApp Stroop test is validated for its screening. The aim of the study was to define Tunisian norms for the test based on healthy controls norms and to estimate the prevalence of CHE in cirrhotic Tunisian patients. Methods: A prospective, multicenter, cross-sectional study was conducted. Ambulatory or hospitalized cirrhotic patients aged 40 years and over were recruited at 11 centers. Healthy subjects aged 40 years and over were recruited at 8 centers. We used a translated Arabic version of the streamlined EncephalApp Stroop test. The task has two components: \"Off\" and \"On\" state depending on the discordance or concordance of the stimuli. Results: 142 patients were included. The mean age was 57.26 years [40-86]. 40 (28.17%) of cirrhotic patients who were included were diagnosed as having a minimal hepatic encephalopathy or CHE. Among the ineligible patients, 22 had overt hepatic encephalopathy. If we consider these patients, the overall prevalence rate of CHE was around 24.39% in cirrhotic patients. It was more frequent in women (34.21% vs 25.96%), and in patients whose level of school education is between 6 and 13 years. Its prevalence does not appear to be affected by gender, MELD score, etiology of cirrhosis and age group of patients, as these variables were independent with respective p according to the chi-square test 0.413; 0.736; 0.663 and 0.1. The stroop times (On / Off and On + Off) correlated significantly with each other, are associated significantly and positively with age (respective Pearson coefficients: 0.578; 0.567 and 0.6). The more the age increases, the more the stroop response times increases (p > 10 -3). Conclusions: EncephalApp Stroop test was an efficient screening tool for CHE in Tunisian cirrhotic patients.
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  • 文章类型: Journal Article
    人工智能(AI)已越来越多地应用于科学技术的各个领域。根据目前的研究,医学涉及越来越多的人工智能技术。快速人工智能的引入可能会带来积极和消极的影响。这是一份多边分析文献综述,旨在确定在医疗技术中使用人工智能的主要分支和趋势。
    审查的文献来源总数为n=89,并根据报告循证指南PRISMA(系统审查和荟萃分析的首选报告项目)的文献进行分析,以进行系统审查。
    因此,从最初选择的198个参考文献中,从数据库中获得了155个参考文献,其余43个来源在开放互联网上找到,作为与出版物的直接链接。最后,在不关注用户的情况下,根据重复和概括的信息排除不合适的参考文献后,对89篇文献来源进行了评估。
    本文正在确定人工智能在医学中的现状以及未来使用的前景。这项审查的结果将有助于医疗保健和人工智能专业人员从设计到实施阶段改善医疗人工智能的流通和使用。
    UNASSIGNED: Artificial intelligence (AI) has been increasingly applied in various fields of science and technology. In line with the current research, medicine involves an increasing number of artificial intelligence technologies. The introduction of rapid AI can lead to positive and negative effects. This is a multilateral analytical literature review aimed at identifying the main branches and trends in the use of using artificial intelligence in medical technologies.
    UNASSIGNED: The total number of literature sources reviewed is n = 89, and they are analyzed based on the literature reporting evidence-based guideline PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) for a systematic review.
    UNASSIGNED: As a result, from the initially selected 198 references, 155 references were obtained from the databases and the remaining 43 sources were found on open internet as direct links to publications. Finally, 89 literature sources were evaluated after exclusion of unsuitable references based on the duplicated and generalized information without focusing on the users.
    UNASSIGNED: This article is identifying the current state of artificial intelligence in medicine and prospects for future use. The findings of this review will be useful for healthcare and AI professionals for improving the circulation and use of medical AI from design to implementation stage.
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  • 文章类型: Journal Article
    这项研究旨在评估沙特普通民众接受数字健康医疗应用的程度,以满足他们与健康相关的需求,以便沙特卫生部和政府能够适当地指导在全国范围内扩大数字健康。因此,这项研究以沙特人民在多大程度上使用数字健康移动应用程序为指导.这是一项利用滚雪球抽样方法的横断面研究。频率,卡方,和Spearman等级相关统计用于对变量进行描述性和推断性分析。大多数参与者在经济上能够负担得起具有医疗应用程序的智能设备,在这样的设备上至少有一个应用程序,并高度重视应用程序的好处。不幸的是,他们对如何使用这些应用程序的理解是有限的,这给拥抱数字健康带来了障碍,同时也带来了下载应用程序的困难和医疗伦理问题。虽然有意愿,沙特阿拉伯卫生部和政府需要付出额外的努力,以促进沙特阿拉伯对数字健康的采用。
    This study aimed at assessing the extent to which the general Saudi population has embraced digital health medical applications to meet their health-related needs so that the Saudi Ministry of Health and government can appropriately be guided on scaling up digital health across the country. As such, this study was guided by the question of to what extent the Saudi people use digital health mobile-based applications. This was a cross-sectional study utilizing snowballing sampling approach. Frequencies, Chi-square, and Spearman rank correlation statistics were used to offer descriptive and inferential analysis of the variables. The majority of the participants were economically able to afford smart devices that have medical apps, had at least an app on such devices, and highly regarded the benefits of the apps. Unfortunately, their understanding of how to use such apps was limited, and this posed a barrier to embracing digital health alongside difficulty downloading apps and medical ethical concerns. Although there is a willingness, extra effort is needed from the Saudi Ministry of Health and the government to promote the uptake of digital health in Saudi Arabia.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    背景:妊娠糖尿病(GDM)在全球范围内出现,并且与妇女及其后代的短期和长期健康问题密切相关,如妊娠和分娩并发症分别合并症,2型糖尿病(T2D),代谢综合征以及心血管疾病。在这种背景下,移动健康应用程序(mHealth-Apps)确实为改善GDM管理开辟了新的可能性。因此,我们分析了特定mHealth-App对母婴临床健康相关短期和长期结局的临床有效性.
    方法:在Medline(PubMed)进行系统的文献检索,科克伦图书馆,Embase,执行了CINAHL和WebofScience核心收藏数据库以及GoogleScholar。我们选择了2008年至2020年发表的研究,使用特定的mHealth-Apps分析被诊断为GDM的女性。纳入对照临床试验(CCT)和随机对照试验(RCT)。使用有效公共卫生实践项目(EPHPP)工具评估研究质量。
    结果:总计,n=6个出版物(n=5个随机对照试验,n=1CCT;n=4中度,n=2弱质量),分析干预组的n=408例GDM患者和对照组的n=405例,包括在内。与对照组相比,空腹血糖,餐后2小时血糖,偏离目标血糖测量,分娩方式(更多的阴道分娩和更少的(紧急)剖宫产)和患者依从性呈现改善趋势.
    结论:mHealth-Apps可能会改善与健康相关的结果,尤其是血糖控制,在GDM的管理中。需要更详细地进行进一步的研究。
    BACKGROUND: Gestational diabetes mellitus (GDM) emerges worldwide and is closely associated with short- and long-term health issues in women and their offspring, such as pregnancy and birth complications respectively comorbidities, Type 2 Diabetes (T2D), metabolic syndrome as well as cardiovascular diseases. Against this background, mobile health applications (mHealth-Apps) do open up new possibilities to improve the management of GDM. Therefore, we analyzed the clinical effectiveness of specific mHealth-Apps on clinical health-related short and long-term outcomes in mother and child.
    METHODS: A systematic literature search in Medline (PubMed), Cochrane Library, Embase, CINAHL and Web of Science Core Collection databases as well as Google Scholar was performed. We selected studies published 2008 to 2020 analyzing women diagnosed with GDM using specific mHealth-Apps. Controlled clinical trials (CCT) and randomized controlled trials (RCT) were included. Study quality was assessed using the Effective Public Health Practice Project (EPHPP) tool.
    RESULTS: In total, n = 6 publications (n = 5 RCTs, n = 1 CCT; and n = 4 moderate, n = 2 weak quality), analyzing n = 408 GDM patients in the intervention and n = 405 in the control groups, were included. Compared to control groups, fasting blood glucose, 2-h postprandial blood glucose, off target blood glucose measurements, delivery mode (more vaginal deliveries and fewer (emergency) caesarean sections) and patient compliance showed improving trends.
    CONCLUSIONS: mHealth-Apps might improve health-related outcomes, particularly glycemic control, in the management of GDM. Further studies need to be done in more detail.
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  • 文章类型: Journal Article
    近年来,智能手机和移动应用程序的普及激增,这种模式也反映在医疗保健系统中。然而,尽管临床医生越来越依赖,对智能手机在医疗实践中的使用和影响进行了有限的研究,尤其是在西方世界之外。
    这项研究旨在确定医生在两个文化不同的国家的临床环境中使用智能手机和医疗应用程序的情况:哈马德国王大学医院(KHUH)。巴林和玛丽医院(QMH),香港。
    横截面,进行了比较研究,要求两家医院的医生参加15项在线调查。这些问题分为以下几组:研究人群的人口统计,智能手机的所有权和主要用途,当前拥有的医疗应用程序的数量和名称,对智能手机的医疗用途进行评级,在与临床使用相关的智能手机上花费的时间,临床上对智能手机的依赖,以及对智能手机进一步整合的看法。然后使用适用于Mac的SPSSStatistics25(IBMCorpInc,Armonk,NY).
    共调查了200名医生,在KHUH和QMH中,共有99.0%(99/100)的医生拥有智能手机;来自KHUH和QMH的医生中有58%(57/99)和55%(54/99),分别,将通信确定为他们在临床上使用智能手机的主要用途(P=.004)。与QMH的医生相比,KHUH的医生可能在医疗应用程序上花费更多的时间(P=0.002)。根据两家医院的总体结果,48%(32/67)的初级医生声称高度依赖智能手机,而只有32.3%(41/127)的高级医生表示相同(P=0.03)。KhuH和QMH的医生,78.0%(78/100)和69.0%(69/100),分别,要么强烈同意,要么同意智能手机需要集成到临床环境中。就未来应用程序的偏好而言,KHUH和QMH的48%(48/100)和56%(56/100)的医生,分别,同意需要创建更多的医疗应用程序,以支持智能手机在临床环境中的使用。
    这些结果表明,在临床环境中,医生对智能手机的基本接受。它还需要制定政策,根据道德准则将智能手机技术正式整合到医疗保健中。应更加强调创建医疗应用程序,以帮助医疗保健专业人员从准确的来源获取他们的信息,并规范系统以监控医院内移动设备的使用情况,以防止违反患者隐私和机密性。
    Smartphones and mobile applications have seen a surge in popularity in recent years, a pattern that has also been reflected in the health care system. Despite increased reliance among clinicians however, limited research has been conducted on the uptake and impact of smartphone usage in medical practice, especially outside the Western world.
    This study aimed to identify the usage of smartphones and medical apps by doctors in the clinical setting in 2 culturally distinct countries: King Hamad University Hospital (KHUH), Bahrain and Queen Mary Hospital (QMH), Hong Kong.
    A cross-sectional, comparative study was conducted where doctors in both hospitals were asked to take part in a 15-item online survey. The questions were categorized into the following groups: demographics of the study population, ownership and main use of smartphones, number and names of medical apps currently owned, rating usage of smartphones for medical purposes, time spent on a smartphone related to clinical use, clinical reliance on smartphones, and views on further integration of smartphones. The results were then tabulated and analyzed using SPSS Statistics 25 for Mac (IBM Corp Inc, Armonk, NY).
    A total of 200 doctors were surveyed, with a total of 99.0% (99/100) of the doctors owning a smartphone in both KHUH and QMH; 58% (57/99) and 55% (54/99) of the doctors from KHUH and QMH, respectively, identified communication as their main use of smartphones in the clinical setting (P=.004). Doctors from KHUH were likely to spend more time on medical apps than doctors from QMH (P=.002). According to the overall results of both hospitals, 48% (32/67) of the junior doctors claimed high reliance on smartphones, whereas only 32.3% (41/127) of the senior doctors said the same (P=.03). Of doctors in KHUH and QMH, 78.0% (78/100) and 69.0% (69/100), respectively, either strongly agreed or agreed that smartphones need to be integrated into the clinical setting. In terms of preferences for future apps, 48% (48/100) and 56% (56/100) of the doctors in KHUH and QMH, respectively, agreed that more medical applications need to be created in order to support smartphone use in the clinical setting.
    These results suggest a substantial acceptance of smartphones by doctors in the clinical setting. It also elicits the need to establish policies to officially integrate smartphone technology into health care in accordance with ethical guidelines. More emphasis should be placed on creating medical applications that aid health care professionals in attaining their information from accurate sources and also regulate a system to monitor the usage of mobile devices within hospitals to prevent a breach of patient privacy and confidentiality.
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  • 文章类型: Journal Article
    According to the World Health Organization, the worldwide prevalence of diabetes mellitus (DM) is increasing dramatically and DM comprises a large part of the global burden of disease. At the same time, the ongoing digitalization that is occurring in society today offers novel possibilities to deal with this challenge, such as the creation of mobile health (mHealth) apps. However, while a great variety of DM-specific mHealth apps exist, the evidence in terms of their clinical effectiveness is still limited.
    The objective of this review was to evaluate the clinical effectiveness of mHealth apps in DM management by analyzing health-related outcomes in patients diagnosed with type 1 DM (T1DM), type 2 DM (T2DM), and gestational DM.
    A scoping review was performed. A systematic literature search was conducted in MEDLINE (PubMed), Cochrane Library, EMBASE, CINAHL, and Web of Science Core Collection databases for studies published between January 2008 and October 2020. The studies were categorized by outcomes and type of DM. In addition, we carried out a meta-analysis to determine the impact of DM-specific mHealth apps on the management of glycated hemoglobin (HbA1c).
    In total, 27 studies comprising 2887 patients were included. We analyzed 19 randomized controlled trials, 1 randomized crossover trial, 1 exploratory study, 1 observational study, and 5 pre-post design studies. Overall, there was a clear improvement in HbA1c values in patients diagnosed with T1DM and T2DM. In addition, positive tendencies toward improved self-care and self-efficacy as a result of mHealth app use were found. The meta-analysis revealed an effect size, compared with usual care, of a mean difference of -0.54% (95% CI -0.8 to -0.28) for T2DM and -0.63% (95% CI -0.93 to -0.32) for T1DM.
    DM-specific mHealth apps improved the glycemic control by significantly reducing HbA1c values in patients with T1DM and T2DM patients. In general, mHealth apps effectively enhanced DM management. However, further research in terms of clinical effectiveness needs to be done in greater detail.
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