Utilization

利用率
  • 文章类型: Journal Article
    近年来,教学和学习有机化学一直困扰着有限的参与,以及学习者的积极参与。因此,越来越需要开发创新的教学方法来应对这些教育挑战。基于网络的讨论工具已经成为促进学习者参与和批判性思维技能的一种有前途的手段。基于Web的讨论工具是帮助用户通过互联网进行沟通和协作的平台或应用程序。这些工具允许个人或团体参与对话,分享信息,并在数字学习环境中交流思想。因此,该数据集深入研究了Gasabo和Kamonyi地区中学在有机化学教学中基于网络的讨论的当前用法。这项研究的目标包括评估基于网络的讨论工具的使用水平,比较使用水平,确定整合的可能性,并为政策制定者和研究人员提供未来实践的信息。该数据集包括通过在线调查获得的133名中学化学教师的数据。调查收集了有关当前使用情况的信息,教师在有机化学教学中使用基于网络的讨论工具的看法和技能。数据被分类为七张。该数据集允许对各种人口统计学变量进行深入探索,包括性别,location,学校所有权,工作经验,和年龄。数据是原始的,过滤,分析并可自由探索和重用。相关领域的研究人员可以使用此数据集来衡量基于网络的讨论在教学和学习有机化学中的现有用途,找出差距,并预见卢旺达中学使用这种方法带来的困难的潜在解决方案。此外,提供的数据可以帮助教师,政策制定者,和课程设计师制定有效的策略,将基于网络的讨论整合到有机化学教学中。
    In recent years, teaching and learning organic chemistry have been troubled by limited engagement, and active participation among learners. As a result, there has been a growing need to develop innovative teaching methods that can address these educational challenges. Web-based discussion tools have emerged as a promising means of promoting engagement and critical thinking skills among learners. Web-based discussion tools are platforms or apps that help communication and collaboration among users over the internet. These tools allow individuals or groups to engage in conversations, share information, and exchange ideas in a digital learning environment. Therefore, this dataset delves into the current usage of web-based discussion in teaching and learning organic chemistry in Gasabo and Kamonyi districts secondary schools. The study\'s objectives encompass evaluating usage levels of web-based discussion tools, comparing levels of usage, identifying integration possibilities, and informing policymakers and researchers for future practices. The dataset consists of data from 133 secondary school chemistry teachers obtained through an online survey. The survey gathered information on the current usage, teachers\' perceptions and skills of using web-based discussion tools in teaching organic chemistry. The data were categorized into seven sheets. The dataset allows for in-depth exploration across various demographic variables, including gender, location, school ownership, working experience, and age. The data are raw, filtered, analyzed and are available freely to explore and reuse. Researchers in related fields can use this dataset to measure the existing use of web-based discussion in teaching and learning organic chemistry, identify gaps, and foresee potential solutions to the difficulties associated with the use of this approach in Rwandan secondary schools. Moreover, the presented data can aid teachers, policymakers, and curriculum designers in developing effective strategies for integrating web-based discussion into organic chemistry instruction.
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  • 文章类型: Journal Article
    调查患者满意度评分对疼痛医生医疗决策的影响,强调资源利用。
    基于电子邮件的调查。
    设置和主题:一项23个问题的调查被批准传播给医学协会的成员,并通过电子邮件发送给所有成员。该调查还可以在线获得,并通过推广的QR码获得。
    一封包含调查链接的电子邮件被查看了1,116次,点击了223次,点击链接后,有75名成员在线完成调查。另外33名医生直接在线访问并完成了调查。77%的医生报告说,他们的机构跟踪了患者满意度得分,并将其用作经济补偿(22%)或绩效评估(36%)的考虑因素。超过一半的接受调查的医生报告说,如果他们不订购MRI成像,满意度得分会下降,开阿片类药物或提供工作限制/残疾。据报道,由于担心患者满意度得分,有30%的人进行了脊柱注射。21人报告说,由于这种担忧,他们开了阿片类药物。最后,分别有25%和24%填写了残疾文书或提供了残疾停车标语牌。
    超过一半的接受调查的医生报告说已经订购了物理治疗,核磁共振,阿片类药物,脊柱注射,或提供残疾文档,而不是担心提供或不提供此类内容如何影响患者满意度得分。这可能是当前强调患者满意度得分的意外结果。
    UNASSIGNED: To survey the effect of patient satisfaction scores on pain physicians\' medical decision making, with an emphasis on resource utilization.
    UNASSIGNED: Email-based Survey.
    UNASSIGNED: Setting & Subjects: A 23-question survey was approved for dissemination to membership of a medical society and emailed to all members. The survey was also available online and via a promoted QR code.
    UNASSIGNED: An email with link to the survey was viewed 1,116 times, and clicked on 223 times, with 75 members completing the survey online once the link was clicked. Thirty-three additional physicians directly accessed the survey online and completed it. Seventy-seven percent of physicians reported that patient satisfaction scores were tracked by their institution and were used as a consideration in financial compensation (22%) or performance review (36%). Over half of the physicians surveyed reported feeling that satisfaction scores would decline if they did not order MRI imaging, prescribe opioids or provide work restrictions/disability. Thirty percent reported to have performed a spine injection due to concern about patient satisfaction scores. Twenty-one reported that they had prescribed an opioid medication because of this concern. Lastly 25% and 24% have filled out disability paperwork or provided a disability parking placard respectively.
    UNASSIGNED: Over half of physicians surveyed reported having ordered physical therapy, MRIs, opioid medications, spine injections, or provided disability documentation over concern about how providing or not providing such things impacts patient satisfaction scores. This may be an unintended consequence of the current emphasis placed on patient satisfaction scores.
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  • 文章类型: Journal Article
    加纳是第一个实施国家健康保险计划(NHIS)的撒哈拉以南国家。为了推进国家的全民健康覆盖(UHC)目标,2008年,加纳根据NHIS实施了免费孕产妇保健政策(FMHCP)计划。FMHCP旨在消除获得孕产妇和新生儿保健服务的财务障碍。进行了范围审查,以绘制有关NHIS下的FMHCP对加纳母婴保健利用的影响的文献。六个数据库,包括CINAHL,PubMed,Sage日志,学术搜索总理,科学直接,和Medline在进行本综述时使用关键术语进行了搜索.搜索后共检索到175项研究,最后,经过不同阶段的消除,研究中纳入了23篇文章。审查遵循了系统和荟萃分析扩展范围审查的首选报告项目(PRISMA-ScR)中所述的报告指南。结果显示,产前保健的利用率总体上有所提高,基于设施的交付,和产后护理服务。然而,在获得母婴保健方面,某些系统性问题仍然存在。社会人口不平等,如产妇教育水平,居住地,和经济地位同样存在障碍,例如自费支付的存在,距离医疗机构很远,农村地区资源分配差阻碍了母婴保健的利用。该国面临着消除现有障碍和不平等的重大工作,以确保实现其UHC目标。
    Ghana was the first sub-Saharan country to implement a National Health Insurance Scheme (NHIS). In furtherance of the nation\'s Universal Health Coverage (UHC) goals, in 2008, Ghana actualized plans for a Free Maternal Healthcare Policy (FMHCP) under the NHIS. The FMHCP was aimed at removing financial barriers to accessing maternal and neonatal health services. This scoping review was conducted to map out the literature on the effects of the FMHCP under the NHIS on the utilization of maternal and infant health care in Ghana. Six databases including CINAHL, PubMed, Sage Journals, Academic Search Premier, Science Direct, and Medline were searched in conducting this review with key terms. A total of 175 studies were retrieved after the search and finally, 23 articles were included in the study after various stages of elimination. The review followed the reporting guidelines stated in the Preferred Reporting Items for Systematic and Meta-analyses Extensions for Scoping Reviews (PRISMA-ScR). The results showed an overall increase in the utilization of antenatal care, facility-based delivery, and postnatal care services. However, certain systemic issues persist regarding access to maternal and infant healthcare. Socio-demographic inequalities such as maternal level of education, place of residence, and economic status likewise barriers such as the existence of out-of-pocket payments, long distance to health facilities, and poor distribution of resources in rural areas hindered the utilization of maternal and infant healthcare. The country faces significant work to eliminate existing barriers and inequalities to ensure that it achieves its UHC goals.
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  • 文章类型: Journal Article
    UNASSIGNED: Value-based healthcare (VBHC) represents a paradigm shift in healthcare delivery through optimizing patient outcomes relative to the costs of achieving those outcomes. This scoping review is aimed at revealing critical insights into the conceptualization and establishment of VBHC in the context of Saudi Arabia, a nation in a critical stage of healthcare transformation.
    UNASSIGNED: A scoping review was conducted by using online databases and official websites with a timeframe of 2017-2023. This review included 14 pieces of literature, comprising six research articles, six government documents, and two reports.
    UNASSIGNED: The findings highlight increasing alignment with the definition of global VBHC principles, notably the emphasis on patient outcomes as a primary metric of healthcare value. Furthermore, financial reform has signaled a real move toward VBHC in the Kingdom, through a gradual shift from volume-based payments to value-based payments. However, the diverse interpretations and applications of VBHC across the examined literature indicate a promising stage of implementation characterized by evolving definitions and practices tailored to local needs and constraints.
    UNASSIGNED: This scoping review describes the current landscape of VBHC conceptualization and establishment, highlighting the substantial progress achieved and the future challenges.
    UNASSIGNED: تمثل الرعاية الصحية الحكيمة تحولًا في تقديم الرعاية الصحية في المملكة العربية السعودية، حيث تهدف إلى تحسين نتائج المرضى مقارنةً بتكاليف تحقيق تلك النتائج. تهدف هذه المراجعة التفحصية إلى كشف الرؤى حول تصور وإنشاء الرعاية الصحية الحكيمة في سياق المملكة العربية السعودية، مما يعكس وضعًا حرجًا للدولة في مرحلة تحول صحي حاسمة.
    UNASSIGNED: تم إجراء هذه المراجعة التفحصية باستخدام قواعد البيانات عبر الإنترنت والمواقع الرسمية خلال فترة زمنية تمتد من عام 2017 إلى عام 2023. شملت هذه المراجعة مجموعة من 14 دليلاً: 6 مقالات بحثية و6 وثائق حكومية وتقريرين.
    UNASSIGNED: تسلط النتائج الضوء على تزايد التوافق المحلي في تعريفات مبادئ الرعاية الصحية الحكيمة مع التعريفات العالمية، لا سيما التركيز على نتائج المرضى كمقياس أساسي للرعاية الصحية الحكيمة. إضافة إلى ذلك، تظهر المراجعة أن الإصلاحات المالية تشير إلى تحرك حقيقي نحو الرعاية الصحية الحكيمة في المملكة، مع تحول تدريجي من الصرف المبني على الكمية إلى الصرف المبني على القيمة. ومع ذلك، فإن التفسيرات والتطبيقات المتنوعة للرعاية الصحية الحكيمة في المراجعة المدروسة تشير إلى مرحلة واعدة من التنفيذ، تتميز بتعريفات وممارسات متطورة تتكيف مع الاحتياجات والقيود المحلية.
    UNASSIGNED: أضاءت هذه المراجعة التفحصية المشهد الحالي لتصور وإنشاء الرعاية الصحية الحكيمة، مبرزة التقدم الكبير الذي تم تحقيقه والتحديات التي قد تواجهنا في المستقبل.
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  • 文章类型: Journal Article
    高收入国家存在导致SCD患者使用HU低的因素。后者留下了关于发展中国家HU利用率低的因素的文献漂移。本研究旨在探讨坦桑尼亚使用HU管理SCD的影响因素。一项定性研究被用来采访有目的地选择的参与者。对11名SCD儿童的父母进行了深入访谈,四名医生在镰状细胞诊所工作,以及国家健康保险基金(NHIF)的两名代表。采访是录音的,转录,并进行了主题分析。发现的障碍是父母对SCD的误解,财政限制,监管限制,医生对HU的可接受性的担忧和恐惧,实验室设备和耗材短缺,HU的可用性有限。父母和医生对SCD和HU的充分了解以及HU可及性的机会是确定的促进者。患有SCD的个体对HU的利用受几个因素的影响,从个人到政策层面。然而,SCD儿童的父母和在镰状细胞诊所工作的医生表现出对疾病和HU的良好了解。
    Factors contributing to low use of HU among SCD patients exist in high-income countries. The latter leaves a drift of literature on factors for low utilization of HU in developing countries. This study aimed to explore the factors influencing the use of HU in the management of SCD in Tanzania. A qualitative study was employed to interview purposively selected participants for this study. The in-depth interviews were conducted with 11 parents of children with SCD, four medical doctors working at sickle cell clinics, and two representatives of the national health insurance fund (NHIF). Interviews were audio-recorded, transcribed, and thematically analysed. Barriers identified were misconception of parents on SCD, financial constraints, regulatory restrictions, worries and fears of medical doctors on the acceptability of HU, shortages of laboratory equipment and consumables, and limited availability of HU. Adequate knowledge of the parents and medical doctors on SCD and HU and opportunities for HU accessibility were the facilitators identified. The utilization of HU by the individual with SCD is affected by several factors, from individual to policy level. Nevertheless, parents of children with SCD and medical doctors working in sickle cell clinics demonstrated good knowledge of the diseases and HU.
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  • 文章类型: Journal Article
    背景:怀孕期间的疟疾仍然是婴儿和母亲发病和死亡的重要原因,特别是在撒哈拉以南非洲(SSA)国家,尽管加大了控制力度。在怀孕期间使用长效杀虫剂处理过的蚊帐(LLINs)是减少疟疾流行率的既定战略。尽管如此,在疟疾流行程度高的某些地区,依从性不足仍然是一个持续存在的挑战。这项研究旨在评估在喀麦隆沿岸地区Bonassama区医院接受产前护理的孕妇中使用长效杀虫蚊帐预防无症状疟疾感染的有效性。
    方法:2022年3月至6月进行了一项基于医院的横断面研究。通过结构化问卷收集社会人口统计学特征和LLIN使用情况的数据,而使用PfHRP2/pLDH疟疾定性快速诊断试剂盒鉴定无症状疟疾感染。在5%的显着性水平下,使用卡方检验和逻辑回归分析分类变量之间的关系。
    结果:在纳入研究的411名孕妇中,35.4%被诊断为疟疾。LLIN利用率为65.1%。与未持续使用LLINs的女性相比,疟疾感染的风险高2.7倍(AOR=2.75,95%CI=1.83-4.14,p<0.001)。与妊娠晚期相比,妊娠早期(AOR=3.40,95%CI=1.24-4.64,p=0.010)和妊娠中期(AOR=1.90,95CI=0.99-3.62,p=0.055)的孕妇更有可能在净睡眠下。20-29岁的年轻女性(71.4%)孕早期的那些人(69.6%)和怀孕前有蚊帐的人(68.9%)是经常使用蚊帐的人。报告的不经常使用LLINs的原因包括热量(55.2%),窒息(13.6%)和蚊帐气味(8.4%)。
    结论:本研究参与者使用LLIN的比例较高,但仍低于国家目标。年龄组,宗教和妊娠期是决定LIN使用的主要因素。考虑到LIN在降低疟疾发病率和死亡率方面已证明的有效性,国家疟疾控制计划(NMCP)必须继续致力于促进LLIN的所有权和利用,以实现100%和80%的国家目标,分别。
    BACKGROUND: Malaria during pregnancy continues to be a significant cause of morbidity and mortality for both infants and mothers, particularly in sub-Saharan African (SSA) countries, despite increased efforts to control it. The utilization of long-lasting insecticide-treated nets (LLINs) during pregnancy is a well-established strategy to reduce the prevalence of malaria. Nonetheless, inadequate adherence remains a persistent challenge in certain regions with high malaria endemicity. This research aimed to assess the effectiveness of long-lasting insecticidal nets in preventing asymptomatic malaria infections among pregnant women attending antenatal care at the Bonassama District Hospital in the Littoral Region of Cameroon.
    METHODS: A hospital-based cross-sectional study was conducted from March to June 2022. Data on sociodemographic characteristics and LLIN usage were collected through a structured questionnaire, while asymptomatic malaria infections were identified using a PfHRP2/pLDH malaria qualitative rapid diagnostic kit. The relationship between categorical variables was analyzed using the chi-square test and logistic regression at a significance level of 5%.
    RESULTS: Out of the 411 pregnant women included in the study, 35.4% were diagnosed with malaria. The LLIN utilization rate was 65.1%. The risk of malaria infection was 2.7 times higher (AOR = 2.75, 95% CI = 1.83-4.14, p < 0.001) among women who did not consistently use LLINs compared to those who did. Pregnant women in their first trimester (AOR = 3.40, 95% CI = 1.24-4.64, p = 0.010) and second trimester (AOR = 1.90, 95%CI = 0.99-3.62, p = 0.055) were more likely to sleep under net when compared to those in the third trimester. Younger women 20-29 years (71.4%), those in the first trimester (69.6%) and those who had the nets before pregnancy (68.9%) were amongst those who frequently used use the nets. Among the reasons reported for not frequently using LLINs were heat (55.2%), suffocation (13.6%) and the smell of nets (8.4%).
    CONCLUSIONS: The use of LLIN was moderately high among the participants in this study, though still below national target. Age group, religion and gestation period were the major factors determining the use of LLINs. Considering the proven effectiveness of LLINs in reducing malaria morbidity and mortality, it is imperative for the National Malaria Control Programme (NMCP) to remain focused in promoting both LLIN ownership and utilization to achieve the national target of 100% and 80%, respectively.
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  • 文章类型: Journal Article
    生物制剂彻底改变了肿瘤学等专业的护理,免疫学,传染病,和遗传性疾病,对特定分子或选择免疫细胞提供靶向作用。单克隆抗体,以其高特异性和精确性而闻名,代表了这些代理中最重要和最迅速扩展的类别之一。了解单克隆抗体的药物利用模式对于确保其最佳使用至关重要。特别是考虑到它们的高成本和潜在的不利影响。
    这项分析性横断面研究是在阿拉伯联合酋长国的一家二级医院进行的。包括在研究部位接受单克隆抗体的两种性别的患者。治疗模式,利用率,并评估了与单克隆抗体停用相关的因素.
    高脂血症(136,39.1%)是单克隆抗体最常见的适应症,其次是预防先天性心脏病(104,29.9%)和骨质疏松症(42,12.1%)的呼吸道合胞病毒感染。Evolocumab是最常用的单克隆抗体(135,38.8%),其次是帕利珠单抗(104,29.9%),和dupilumab(38,10.9%)。大多数单克隆抗体显示出处方日剂量与确定日剂量的比率为1.0,反映了它们的适当利用。一百二十九名患者(37.0%)在研究期间停止治疗。患者的教育水平(OR:0.416,95%CI:0.183-0.943,p=0.036),BMI(OR:2.358,95%CI:1.164-4.777,p=0.017),合并用药的数量(OR:2.457,95%CI:1.202-5.025,p=0.014),和治疗持续时间(OR:9.180,95%CI:4.909-17.165,p<0.001)被鉴定为单克隆抗体停药的预测因子。
    这项研究代表了阿拉伯联合酋长国首次针对治疗模式的全面调查,利用率,以及在当地人群中停止单克隆抗体。规定了单克隆抗体用于管理各种临床状况。该研究报告了大多数单克隆抗体的适当利用,并确定了患者教育水平等因素,BMI,合并用药,和治疗持续时间作为单克隆抗体治疗终止的独立预测因素。
    UNASSIGNED: Biological agents have revolutionized care in specialties such as oncology, immunology, infectious diseases, and genetic disorders, offering targeted actions on specific molecules or select immune cells. Monoclonal antibodies, known for their high specificity and precision, represent one of the most significant and rapidly expanding categories of these agents. Understanding the drug utilization patterns of monoclonal antibodies is crucial to ensure their optimal use, especially given their high cost and potential adverse effects.
    UNASSIGNED: This analytical cross-sectional study was conducted in a secondary hospital in the United Arab Emirates. Patients of either gender receiving monoclonal antibodies at the study site were included. Treatment patterns, utilization, and factors associated with the discontinuation of monoclonal antibodies were assessed.
    UNASSIGNED: Hyperlipidemia (136, 39.1%) was the most common indication for monoclonal antibodies, followed by prophylaxis of respiratory syncytial virus infection in congenital heart disease (104, 29.9%) and osteoporosis (42, 12.1%). Evolocumab was the most commonly prescribed monoclonal antibody (135, 38.8%), followed by palivizumab (104, 29.9%), and dupilumab (38, 10.9%). The majority of monoclonal antibodies demonstrated a prescribed daily dose to defined daily dose ratio of 1.0, reflecting their appropriate utilization. One hundred twenty-nine patients (37.0%) discontinued their treatment during the study. Patient\'s level of education (OR: 0.416, 95% CI: 0.183-0.943, p = 0.036), BMI (OR: 2.358, 95% CI: 1.164-4.777, p = 0.017), number of concomitant medications (OR: 2.457, 95% CI: 1.202-5.025, p = 0.014), and treatment duration (OR: 9.180, 95% CI: 4.909-17.165, p < 0.001) were identified as predictors of discontinuation of monoclonal antibodies.
    UNASSIGNED: This study represents the first comprehensive investigation in the United Arab Emirates focused on treatment patterns, utilization, and discontinuation of monoclonal antibodies among the local population. Monoclonal antibodies were prescribed for the management of a wide range of clinical conditions. The study reports appropriate utilization of most monoclonal antibodies and identifies factors such as patient education level, BMI, concomitant medications, and treatment duration as independent predictors of monoclonal antibody treatment discontinuation.
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  • 文章类型: Journal Article
    COVID-19加快了采用远程医疗进行咨询,后续检查,和治疗目的。泰国发布了官方指南,以规范或制定不同组织中医疗保健专业和团队的协议。
    探讨泰国某些医院的远程医疗利用趋势,并了解2020年至2023年使用远程医疗的患者的特征。
    这项回顾性二级数据分析是在泰国的四家医院进行的:两家三级护理(T1和T2)医院,一家二级保健(SN)医院,和一家专业(SP)医院。在提供服务时常规收集数据,并将其分为远程医疗门诊部(OPD)访问或现场OPD访问。数据包括人口统计信息(年龄,sex),服务的日期和年份,位置(省和卫生区域),和初步诊断(使用国际疾病和相关健康问题统计分类第10次修订代码)。使用R和STATA软件进行描述性分析。
    所有四家医院都报告说,从2020年到2023年,远程医疗的使用有所增加。除SP医院(44%)外,所有医院的大多数远程医疗用户都是女性(>65%)。25-59岁的参与者报告说,远程医疗的利用率高于其他年龄组。远程医疗前后OPD就诊之间的院内比较具有统计学意义(p<0.001)。
    COVID-19大流行期间的情况和向后COVID-19时代的过渡影响了远程医疗的利用,这可以支持国家监测和评估政策。然而,需要进一步的研究来探索其他方面,包括远程医疗利用率随时间的变化,远程医疗的有效性,和消费者满意度。
    UNASSIGNED: COVID-19 has accelerated the adoption of telemedicine for counseling, follow-up examination, and treatment purposes. The official guidelines in Thailand were launched to regulate or frame the protocols for health care professions and teams in different organizations.
    UNASSIGNED: To explore the trend of telemedicine utilization in selected hospitals in Thailand and to understand the characteristics of patients who used telemedicine from 2020 to 2023.
    UNASSIGNED: This retrospective secondary data analysis was conducted in four hospitals in Thailand: two tertiary care (T1 and T2) hospitals, one secondary care (SN) hospital, and one specialized (SP) hospital. Data were routinely collected when services were provided and were categorized into telemedicine outpatient department (OPD) visits or onsite OPD visits. The data included demographic information (age, sex), date and year of service, location (province and health region), and primary diagnosis (using International Statistical Classification of Diseases and Related Health Problems 10th Revision codes). Descriptive analysis was conducted using R and STATA software.
    UNASSIGNED: All four hospitals reported an increase in telemedicine use from 2020 to 2023. The majority of telemedicine users were female (>65%) at all hospitals except for the SP hospital (44%). Participants aged 25-59 years reported greater utilization of telemedicine than did the other age-groups. The within-hospital comparison between OPD visits before and after telemedicine was significant (p < 0.001).
    UNASSIGNED: The situation during the COVID-19 pandemic and the transition to the post-COVID-19 era impacted telemedicine utilization, which could support national monitoring and evaluation policies. However, further studies are needed to explore other aspects, including changes in telemedicine utilization over time for longer timeframes, effectiveness of telemedicine, and consumer satisfaction.
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  • 文章类型: Journal Article
    背景:OpenAI的ChatGPT是高级在线健康信息(OHI)的来源,可以集成到个人寻求健康信息的例程中。然而,人们对其事实准确性和对健康结果的影响表示担忧。预测对医疗实践和公共卫生的影响,需要更多关于谁使用该工具的信息,多久,为了什么。
    目的:本研究旨在描述ChatGPTOHI使用的原因和类型,并描述最有可能使用该平台的用户。
    方法:在这项横断面调查中,患者通过ResearchMatch平台收到了参与邀请,美国国立卫生研究院的非营利组织。一项基于网络的调查测量了人口特征,使用ChatGPT和其他来源的OHI,经验表征,以及由此产生的健康行为。使用描述性统计来总结数据。使用双尾t检验和Pearson卡方检验将ChatGPTOHI的用户与非用户进行比较。
    结果:在2406名受访者中,21.5%(n=517)的受访者报告使用ChatGPT进行OHI。ChatGPT用户比非用户年轻(32.8岁vs39.1岁,P<.001)具有较低的高级程度(BA或更高;49.9%vs67%,P<.001)和更多使用临时医疗保健(ED和紧急护理;P<.001)。ChatGPT用户是一般非ChatGPTOHI的更狂热的消费者(过去6个月内每周或更多OHI寻求频率的百分比,28.2%vs22.8%,P<.001)。约39.3%(n=206)的受访者认可每周使用OHI2-3次或更多的平台,大多数人寻求工具来确定是否需要咨询(47.4%,n=245)或探索替代治疗(46.2%,n=239)。使用表征是有利的,因为许多人认为ChatGPT与其他OHI一样或更有用(87.7%,n=429)和他们的医生(81%,n=407)。约三分之一的受访者要求转介(35.6%,n=184)或更换药物(31%,n=160)基于从ChatGPT接收的信息。由于许多用户对ChatGPT的输出表示怀疑(67.9%,n=336),大多数人求助于他们的医生(67.5%,n=349)。
    结论:这项研究强调了AI产生的OHI在塑造寻求健康行为和患者-提供者相互作用的潜在演变中的重要作用。鉴于这些用户倾向于根据人工智能生成的内容制定健康行为改变,医生有机会指导ChatGPTOHI用户对该技术的知情和检查使用。
    BACKGROUND: OpenAI\'s ChatGPT is a source of advanced online health information (OHI) that may be integrated into individuals\' health information-seeking routines. However, concerns have been raised about its factual accuracy and impact on health outcomes. To forecast implications for medical practice and public health, more information is needed on who uses the tool, how often, and for what.
    OBJECTIVE: This study aims to characterize the reasons for and types of ChatGPT OHI use and describe the users most likely to engage with the platform.
    METHODS: In this cross-sectional survey, patients received invitations to participate via the ResearchMatch platform, a nonprofit affiliate of the National Institutes of Health. A web-based survey measured demographic characteristics, use of ChatGPT and other sources of OHI, experience characterization, and resultant health behaviors. Descriptive statistics were used to summarize the data. Both 2-tailed t tests and Pearson chi-square tests were used to compare users of ChatGPT OHI to nonusers.
    RESULTS: Of 2406 respondents, 21.5% (n=517) respondents reported using ChatGPT for OHI. ChatGPT users were younger than nonusers (32.8 vs 39.1 years, P<.001) with lower advanced degree attainment (BA or higher; 49.9% vs 67%, P<.001) and greater use of transient health care (ED and urgent care; P<.001). ChatGPT users were more avid consumers of general non-ChatGPT OHI (percentage of weekly or greater OHI seeking frequency in past 6 months, 28.2% vs 22.8%, P<.001). Around 39.3% (n=206) respondents endorsed using the platform for OHI 2-3 times weekly or more, and most sought the tool to determine if a consultation was required (47.4%, n=245) or to explore alternative treatment (46.2%, n=239). Use characterization was favorable as many believed ChatGPT to be just as or more useful than other OHIs (87.7%, n=429) and their doctor (81%, n=407). About one-third of respondents requested a referral (35.6%, n=184) or changed medications (31%, n=160) based on the information received from ChatGPT. As many users reported skepticism regarding the ChatGPT output (67.9%, n=336), most turned to their physicians (67.5%, n=349).
    CONCLUSIONS: This study underscores the significant role of AI-generated OHI in shaping health-seeking behaviors and the potential evolution of patient-provider interactions. Given the proclivity of these users to enact health behavior changes based on AI-generated content, there is an opportunity for physicians to guide ChatGPT OHI users on an informed and examined use of the technology.
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  • 文章类型: Journal Article
    胃肠道(GI)疾病对美国医疗保健构成了重大负担,但是缺乏评估个体胃肠道疾病的相对贡献的研究。我们的目的是确定各种胃肠道条件的相对影响,与非GI条件相比,关于美国医院相关医疗保健的利用。
    2016年至2018年的住院数据来自全国再入院数据库。结果包括逗留时间,医院收费,再入院30天,和死亡。多变量回归模型评估了每个结果,同时调整患者和医院的特点。将因每个GI适应症住院的患者与因非GI病症住院的个体进行比较。
    5,344,145例GI患者和68,901,595例非GI适应症住院患者纳入本研究。与非GI指征相比,所有GI指征与30天再入院的几率增加相关。最高的是胃轻瘫(调整后的赔率比,2.15;95%置信区间[CI],2.09-2.22)。上消化道癌的住院时间相对增加最高(2.31天,95%CI2.20-2.42)和总费用(23,441美元,95%CI21,296-25,587美元)。上消化道癌,胰腺癌,和胆囊/胆道癌与最高的死亡几率相关。
    胃肠道恶性肿瘤对利用和死亡有显著贡献,可能来自住院晚期和恶性肿瘤的全身影响。高的胃肠道特异性再入院率突出了胃肠道疾病的慢性性以及优化消化系统健康以防止反复入院的重要性。
    UNASSIGNED: Gastrointestinal (GI) disorders represent a significant burden on United States healthcare, but research assessing the relative contribution of individual GI disorders is lacking. We aimed to determine the relative impact of various GI conditions, as compared to non-GI conditions, on US hospital-related healthcare utilization.
    UNASSIGNED: Hospitalization data from 2016 to 2018 were obtained from the Nationwide Readmissions Database. Outcomes included length of stay, hospital charges, 30-day readmissions, and death. Multivariable regression models evaluated each outcome, while adjusting for patient and hospital characteristics. Patients hospitalized for each GI indication were compared to individuals hospitalized for non-GI conditions.
    UNASSIGNED: 5,344,145 patients with GI and 68,901,595 patients with non-GI indications for hospitalization were included in our study. All GI indications were associated with increased odds for 30-day readmission compared to non-GI indications, with the highest being gastroparesis (adjusted odds ratio, 2.15; 95% confidence interval [CI], 2.09-2.22). Upper GI cancer had the highest relative increase in length of stay (2.31 days, 95% CI 2.20-2.42) and total charges ($23,441, 95% CI $21,296-25,587). Upper GI cancer, pancreatic cancer, and gallbladder/biliary cancer were associated with the highest odds of death.
    UNASSIGNED: GI malignancies contributed significantly to utilization and death, possibly from advanced stage at hospitalization and systemic effects of malignancy. The high GI-specific readmission rates highlight the chronicity of GI conditions and the importance of optimizing digestive health to prevent recurrent admission.
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