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Behavioral Insights from Vaccine Adoption in Nigeria: Cross-Sectional Survey Findings. 尼日利亚疫苗采用的行为启示:横断面调查结果。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-02-26 DOI: 10.2196/47817
Sohail Agha, Ifeanyi Nsofor, Drew Bernard, Sarah Francis, Nandan Rao
<p><strong>Background: </strong>To generate behavioral insights for the development of effective vaccination interventions, we need approaches that combine rapid and inexpensive survey data collection with instruments based on easy-to-use behavior models. This study demonstrates how an inexpensive digital survey helped identify the drivers of COVID-19 vaccination in Nigeria.</p><p><strong>Objective: </strong>This study aims to illustrate how behavioral insights can be generated through inexpensive digital surveys.</p><p><strong>Methods: </strong>We designed and conducted a cross-sectional survey with multistage sampling. Data were collected from Nigerians (aged ≥18 years) from 120 strata based on age, sex, state, and urban or rural location. Respondents were recruited via advertisements on Meta platforms (Facebook and Instagram) using the Virtual Lab open-source tool. We used a Meta Messenger chatbot for data collection; participants were compensated with 400 naira (US $0.87 cents). Data collection took 2 weeks. In total, 957 respondents completed the survey, at an advertising cost of US $1.55 per respondent. An 18-item instrument measuring core motivators, ability barriers, sociodemographic characteristics, and respondents' vaccination status was pretested before data collection. We ran separate logistic regression models to examine the relationships between vaccine uptake and core motivators, ability barriers, and sociodemographic variables. A final model that predicted vaccine uptake included all 3 sets of variables.</p><p><strong>Results: </strong>About 56% (n=540) of respondents reported that they had received at least 1 COVID-19 vaccination. Three core motivators were positively associated with vaccine uptake: the belief that the COVID-19 vaccine promised a better life (adjusted odds ratio [aOR] 3.51, 95% CI 2.23-5.52), the belief that the vaccine would allow respondents to do more things they enjoyed (aOR 1.97, 95% CI 1.33-2.93), and respondents' perception that their friends and family members accepted their decision to get vaccinated (aOR 1.62, 95% CI 1.06-2.48). Two ability barriers were negatively associated with vaccine uptake: cost- or income-related concerns lowered the odds of being vaccinated (aOR 0.35, 95% CI 0.24-0.50) and the lack of availability of vaccines at places respondents routinely visited also lowered their odds of being vaccinated (aOR 0.29, 95% CI 0.21-0.40). After adjusting for other variables, the perceived fear of getting COVID-19 and the hardship associated with the disease were no longer associated with vaccine uptake.</p><p><strong>Conclusions: </strong>These findings suggest that hope is more important for Nigerians than fear when it comes to vaccine adoption, enjoying life is more important than worrying about getting the disease, and approval from friends and family is more powerful than their disapproval. These findings suggest that emphasizing the benefits of leading a fuller life after being vaccinated is
背景:为了深入了解行为,从而制定有效的疫苗接种干预措施,我们需要将快速、廉价的调查数据收集与基于易用行为模型的工具相结合。本研究展示了一项廉价的数字调查如何帮助确定尼日利亚 COVID-19 疫苗接种的驱动因素:本研究旨在说明如何通过廉价的数字调查获得行为洞察力:我们设计并开展了一项多阶段抽样的横断面调查。我们根据年龄、性别、州以及城市或农村地区,从 120 个阶层的尼日利亚人(年龄≥18 岁)中收集数据。我们使用虚拟实验室开源工具,通过 Meta 平台(Facebook 和 Instagram)上的广告招募受访者。我们使用 Meta Messenger 聊天机器人进行数据收集;参与者可获得 400 奈拉(0.87 美分)的报酬。数据收集历时两周。共有 957 名受访者完成了调查,每位受访者的广告费用为 1.55 美元。在数据收集之前,我们对一份包含 18 个项目的调查表进行了预先测试,该调查表测量了核心动机、能力障碍、社会人口特征以及受访者的疫苗接种状况。我们分别建立了逻辑回归模型来检验疫苗接种率与核心动机、能力障碍和社会人口学变量之间的关系。预测疫苗接种率的最终模型包括所有 3 组变量:约 56% 的受访者(n=540)表示至少接种过一次 COVID-19 疫苗。三个核心动机与疫苗接种率呈正相关:认为 COVID-19 疫苗会让生活更美好(调整后的几率比 [aOR] 3.51,95% CI 2.23-5.52),认为疫苗会让受访者做更多自己喜欢的事情(aOR 1.97,95% CI 1.33-2.93),以及受访者认为其朋友和家人接受其接种疫苗的决定(aOR 1.62,95% CI 1.06-2.48)。两种能力障碍与疫苗接种率呈负相关:与成本或收入相关的担忧降低了接种疫苗的几率(aOR 0.35,95% CI 0.24-0.50),受访者经常去的地方没有疫苗也降低了接种疫苗的几率(aOR 0.29,95% CI 0.21-0.40)。在对其他变量进行调整后,受访者对感染 COVID-19 的恐惧感以及与疾病相关的困难不再与疫苗接种率相关:这些研究结果表明,对于尼日利亚人来说,在疫苗接种问题上,希望比恐惧更重要,享受生活比担心得病更重要,朋友和家人的认可比他们的反对更有力。这些发现表明,强调接种疫苗后过上更充实生活的好处比增加尼日利亚人对 COVID-19 的恐惧更有可能取得成功。与之前的尼日利亚研究相比,本研究发现了与采用 COVID-19 疫苗相关的一系列非常不同的因素。
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引用次数: 0
A Preliminary Checklist (METRICS) to Standardize the Design and Reporting of Studies on Generative Artificial Intelligence-Based Models in Health Care Education and Practice: Development Study Involving a Literature Review. 指标:建立一个初步核对表,以规范医疗保健教育和实践中基于生成式人工智能的研究的设计和报告。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-02-15 DOI: 10.2196/54704
Malik Sallam, Muna Barakat, Mohammed Sallam
<p><strong>Background: </strong>Adherence to evidence-based practice is indispensable in health care. Recently, the utility of generative artificial intelligence (AI) models in health care has been evaluated extensively. However, the lack of consensus guidelines on the design and reporting of findings of these studies poses a challenge for the interpretation and synthesis of evidence.</p><p><strong>Objective: </strong>This study aimed to develop a preliminary checklist to standardize the reporting of generative AI-based studies in health care education and practice.</p><p><strong>Methods: </strong>A literature review was conducted in Scopus, PubMed, and Google Scholar. Published records with "ChatGPT," "Bing," or "Bard" in the title were retrieved. Careful examination of the methodologies employed in the included records was conducted to identify the common pertinent themes and the possible gaps in reporting. A panel discussion was held to establish a unified and thorough checklist for the reporting of AI studies in health care. The finalized checklist was used to evaluate the included records by 2 independent raters. Cohen κ was used as the method to evaluate the interrater reliability.</p><p><strong>Results: </strong>The final data set that formed the basis for pertinent theme identification and analysis comprised a total of 34 records. The finalized checklist included 9 pertinent themes collectively referred to as METRICS (Model, Evaluation, Timing, Range/Randomization, Individual factors, Count, and Specificity of prompts and language). Their details are as follows: (1) Model used and its exact settings; (2) Evaluation approach for the generated content; (3) Timing of testing the model; (4) Transparency of the data source; (5) Range of tested topics; (6) Randomization of selecting the queries; (7) Individual factors in selecting the queries and interrater reliability; (8) Count of queries executed to test the model; and (9) Specificity of the prompts and language used. The overall mean METRICS score was 3.0 (SD 0.58). The tested METRICS score was acceptable, with the range of Cohen κ of 0.558 to 0.962 (P<.001 for the 9 tested items). With classification per item, the highest average METRICS score was recorded for the "Model" item, followed by the "Specificity" item, while the lowest scores were recorded for the "Randomization" item (classified as suboptimal) and "Individual factors" item (classified as satisfactory).</p><p><strong>Conclusions: </strong>The METRICS checklist can facilitate the design of studies guiding researchers toward best practices in reporting results. The findings highlight the need for standardized reporting algorithms for generative AI-based studies in health care, considering the variability observed in methodologies and reporting. The proposed METRICS checklist could be a preliminary helpful base to establish a universally accepted approach to standardize the design and reporting of generative AI-based studies in hea
背景:在医疗保健领域,坚持循证实践是不可或缺的。最近,基于人工智能(AI)的生成模型在医疗保健领域的实用性得到了广泛评估。然而,在这些研究的设计和结果报告方面缺乏一致的指导原则,这给证据的解释和综合带来了挑战:制定一份初步清单,以规范医疗保健教育和实践中基于生成式人工智能的研究报告:在 Scopus、PubMed 和 Google Scholar 上进行了文献综述。检索了标题中包含 "ChatGPT"、"Bing "或 "Bard "的已发表记录。对收录记录中采用的方法进行了仔细研究,以确定共同的相关主题和报告中可能存在的差距。随后进行了小组讨论,为医疗保健领域人工智能研究的报告制定了统一而全面的核对表。最终确定的核对表由两名独立评定员对纳入的记录进行评估。结果:结果:作为相关主题识别和分析基础的最终数据集共包含 34 条记录。最终确定的核对表包括九个相关主题,统称为 "METRICS":(1)使用的模型及其确切设置;(2)生成内容的评估方法;(3)测试模型的时间;(4)数据源的透明度;(5)测试主题的范围;(6)随机选择查询;(7)选择查询的个人因素和评分者之间的可靠性;(8)为测试模型而执行的查询次数;(9)提示和所用语言的具体性。METRICS 的总平均分为 3.0±0.58。测试的 METRICS 得分在 0.558-0.962 的 Cohen's κ 范围内是可以接受的(PConclusions:METRICS 核对表有助于设计此类研究,指导研究人员采用最佳方法报告研究结果。研究结果表明,基于方法论和报告中观察到的变异性,医疗保健领域基于生成式人工智能的研究需要标准化的报告算法。拟议的 METRICS 核对表可能是初步的有益步骤,有助于建立一种普遍接受的方法,以规范基于生成式人工智能的医疗保健研究的设计和报告,这是一个迅速发展的研究课题:
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引用次数: 0
Factors Associated With Worsened Mental Health of Health Care Workers in Canada During the COVID-19 Pandemic: Cross-Sectional Survey Study. COVID-19 大流行期间加拿大医护人员心理健康恶化的相关因素:横断面调查研究。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-02-15 DOI: 10.2196/50064
Ali AbdulHussein, Zahid Ahmad Butt, Stanko Dimitrov, Brian Cozzarin

Background: Health care workers (HCWs) in Canada have endured difficult conditions during the COVID-19 pandemic. Many worked long hours while attending to patients in a contagious environment. This introduced an additional burden that may have contributed to worsened mental health conditions.

Objective: In this study, we examine the factors associated with worsened mental health conditions of HCWs as compared to before the start of the pandemic.

Methods: We use data from a survey of HCWs by Statistics Canada. A regression model is used to estimate the odds ratios (ORs) of worsened mental health after the start of the pandemic. The estimated odds ratio (OR) is associated with different independent variables that include demographics (age, sex, immigration status, and geographic area), occupational factors (work status, occupational group, and exposure category), and different access levels to personal protective equipment (PPE).

Results: Of 18,139 eligible participants surveyed, 13,990 (77.1%) provided valid responses. We found that HCWs younger than 35 years old were more likely (OR 1.14, 95% CI 1.03-1.27; P=.01) to exhibit worsened mental health as compared to the reference group (35-44 years old). As for sex, male HCWs were less likely (OR 0.76, 95% CI 0.67-0.86; P<.001) to exhibit worsened mental health as compared to female HCWs. Immigrant HCWs were also less likely (OR 0.57, 95% CI 0.51-0.64; P<.001) to exhibit worsened mental health as compared to nonimmigrant HCWs. Further, HCWs working in Alberta had the highest likelihood of exhibiting worsened mental health as compared to HCWs working elsewhere (Atlantic provinces, Quebec, Manitoba, Saskatchewan, Ontario, British Columbia, and Northern Territories). Frontline workers were more likely (OR 1.26, 95% CI 1.16-1.38; P<.001) to exhibit worsened mental health than nonfrontline HCWs. Part-time HCWs were less likely (OR 0.85, 95% CI 0.76-0.93; P<.001) to exhibit worsened mental health than full-time HCWs. HCWs who reported encountering COVID-19 cases were more likely (OR 1.55, 95% CI 1.41-1.70; P<.001) to exhibit worsened mental health as compared to HCWs who reported no contact with the disease. As for PPE, HCWs who never had access to respirators, eye protection, and face shields are more likely to exhibit worsened mental health by 1.31 (95% CI 1.07-1.62; P<.001), 1.51 (95% CI 1.17-1.96; P<.001), and 1.41 (95% CI 1.05-1.92; P=.02) than those who always had access to the same PPE, respectively.

Conclusions: Different HCW groups experienced the pandemic differently based on their demographic and occupational backgrounds as well as access to PPE. Such findings are important to stakeholders involved in the planning of personalized support programs and aid mental health mitigation in future crises. Certain groups require more attention.

背景:在 COVID-19 大流行期间,加拿大的医护人员(HCWs)忍受了艰苦的条件。许多人在传染病环境中长时间工作,同时还要照顾病人。这增加了额外的负担,可能导致精神健康状况恶化:在本研究中,我们研究了与大流行开始前相比,人道协调工作者心理健康状况恶化的相关因素:方法:我们使用了加拿大统计局对高危职业工人的调查数据。我们使用回归模型来估算大流行开始后精神健康状况恶化的几率比(ORs)。估计出的几率比(OR)与不同的自变量有关,这些自变量包括人口统计学因素(年龄、性别、移民身份和地理区域)、职业因素(工作状态、职业类别和接触类别)以及个人防护设备(PPE)的不同获取水平:在接受调查的 18,139 名合格参与者中,13,990 人(77.1%)做出了有效回答。我们发现,与参照组(35-44 岁)相比,35 岁以下的高危工人更有可能出现心理健康状况恶化(OR 1.14,95% CI 1.03-1.27;P=.01)。在性别方面,男性高危工人的心理健康状况较差(OR 0.76,95% CI 0.67-0.86;P=.01):不同的高危工人群体因其人口和职业背景以及获得个人防护设备的机会不同,对大流行病的感受也不同。这些发现对于参与规划个性化支持计划的利益相关者来说非常重要,有助于在未来的危机中缓解心理健康问题。某些群体需要更多关注。
{"title":"Factors Associated With Worsened Mental Health of Health Care Workers in Canada During the COVID-19 Pandemic: Cross-Sectional Survey Study.","authors":"Ali AbdulHussein, Zahid Ahmad Butt, Stanko Dimitrov, Brian Cozzarin","doi":"10.2196/50064","DOIUrl":"10.2196/50064","url":null,"abstract":"<p><strong>Background: </strong>Health care workers (HCWs) in Canada have endured difficult conditions during the COVID-19 pandemic. Many worked long hours while attending to patients in a contagious environment. This introduced an additional burden that may have contributed to worsened mental health conditions.</p><p><strong>Objective: </strong>In this study, we examine the factors associated with worsened mental health conditions of HCWs as compared to before the start of the pandemic.</p><p><strong>Methods: </strong>We use data from a survey of HCWs by Statistics Canada. A regression model is used to estimate the odds ratios (ORs) of worsened mental health after the start of the pandemic. The estimated odds ratio (OR) is associated with different independent variables that include demographics (age, sex, immigration status, and geographic area), occupational factors (work status, occupational group, and exposure category), and different access levels to personal protective equipment (PPE).</p><p><strong>Results: </strong>Of 18,139 eligible participants surveyed, 13,990 (77.1%) provided valid responses. We found that HCWs younger than 35 years old were more likely (OR 1.14, 95% CI 1.03-1.27; P=.01) to exhibit worsened mental health as compared to the reference group (35-44 years old). As for sex, male HCWs were less likely (OR 0.76, 95% CI 0.67-0.86; P<.001) to exhibit worsened mental health as compared to female HCWs. Immigrant HCWs were also less likely (OR 0.57, 95% CI 0.51-0.64; P<.001) to exhibit worsened mental health as compared to nonimmigrant HCWs. Further, HCWs working in Alberta had the highest likelihood of exhibiting worsened mental health as compared to HCWs working elsewhere (Atlantic provinces, Quebec, Manitoba, Saskatchewan, Ontario, British Columbia, and Northern Territories). Frontline workers were more likely (OR 1.26, 95% CI 1.16-1.38; P<.001) to exhibit worsened mental health than nonfrontline HCWs. Part-time HCWs were less likely (OR 0.85, 95% CI 0.76-0.93; P<.001) to exhibit worsened mental health than full-time HCWs. HCWs who reported encountering COVID-19 cases were more likely (OR 1.55, 95% CI 1.41-1.70; P<.001) to exhibit worsened mental health as compared to HCWs who reported no contact with the disease. As for PPE, HCWs who never had access to respirators, eye protection, and face shields are more likely to exhibit worsened mental health by 1.31 (95% CI 1.07-1.62; P<.001), 1.51 (95% CI 1.17-1.96; P<.001), and 1.41 (95% CI 1.05-1.92; P=.02) than those who always had access to the same PPE, respectively.</p><p><strong>Conclusions: </strong>Different HCW groups experienced the pandemic differently based on their demographic and occupational backgrounds as well as access to PPE. Such findings are important to stakeholders involved in the planning of personalized support programs and aid mental health mitigation in future crises. Certain groups require more attention.</p>","PeriodicalId":51757,"journal":{"name":"Interactive Journal of Medical Research","volume":"13 ","pages":"e50064"},"PeriodicalIF":2.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10905361/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139736682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital Methods for the Spiritual and Mental Health of Generation Z: Scoping Review. 面向 Z 世代精神和心理健康的数字化方法:范围界定审查。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-02-06 DOI: 10.2196/48929
Susanna Y Park, Bridgette Do, Jacqlyn Yourell, Janice Hermer, Jennifer Huberty

Background: Generation Z (Gen Z) includes individuals born between 1995 and 2012. These individuals experience high rates of anxiety and depression. Most Gen Z individuals identify with being spiritual, and aspects from religion and spirituality can be integrated into mental health treatment and care as both are related to lower levels of depression. However, research on the spiritual and mental health of Gen Z is sparse. To date, there are no systematic or scoping reviews on digital methods to address the spiritual and mental health of Gen Z.

Objective: This scoping review aimed to describe the current state of digital methods to address spiritual and mental health among Gen Z, identify the knowledge gaps, and make suggestions for how to leverage digital spiritual and mental health interventions for Gen Z.

Methods: A comprehensive literature search was conducted in PubMed, Scopus, PsycInfo, CINAHL, Education Full Text, Google Scholar, SocIndex, and Sociological Abstracts. The inclusion criteria were as follows: (1) study population born between 1995 and 2012 (ie, Gen Z); (2) reporting on spiritual health or well-being, spirituality or religion, and mental health or well-being; (3) reporting on using digital methods; (4) publication in 1996 or beyond; (5) human subject research; (6) full text availability in English; (7) primary research study design; and (8) peer-reviewed article. Two authors screened articles and subsequently extracted data from the included articles to describe the available evidence.

Results: A total of 413 articles were screened at the title and abstract levels, of which 27 were further assessed with full text for eligibility. Five studies met the inclusion criteria, and data were extracted to summarize study characteristics and findings. The studies were performed across 4 different countries. There were 2 mixed-methods studies (South Africa and Canada), 2 cross-sectional studies (China and United States), and 1 randomized controlled trial (United States). Of these studies, only 2 discussed digital interventions (a text messaging-based intervention to improve spiritual and mental health, and a feasibility study for a mental health app). Other studies had a digital component with minor or unclear spiritual and mental health measures. Overall, there was a lack of consistency in how spiritual and mental health were measured.

Conclusions: Few studies have focused on assessing the spiritual and mental health of Gen Z in the digital context, and no research to date has examined a digital spiritual and mental health application among Gen Z. Research is needed to inform the development and evaluation of approaches to address the spiritual and mental health of Gen Z via digital means (eg, mobile apps).

背景:Z 世代("Gen Z",1995-2012 年间出生的人)的焦虑和抑郁率很高。大多数 Z 世代都认为自己是有灵性的,宗教和灵性的各个方面都可以融入心理健康治疗和护理中,因为这两者都与抑郁水平较低有关。然而,有关 Z 世代精神和心理健康的研究却很少。迄今为止,还没有关于解决 Z 世代精神和心理健康问题的数字化方法的系统性或范围界定综述:范围界定综述的目的是描述解决 Z 世代精神和心理健康问题的数字方法的现状,找出知识差距,并就如何利用数字方法干预 Z 世代的精神和心理健康问题提出建议:在 PubMed、Scopus、PsycInfo、CINAHL、Education Full Text、Google Scholar、SocIndex 和 Sociological Abstracts 中进行了全面的文献检索。文章的纳入标准包括1) 研究人群出生于 1995-2012 年(即 Z 世代);2) 报道精神健康/幸福、灵性或宗教以及心理健康/幸福;3) 报道使用数字方法;4) 1996 年及以后发表;5) 以人为研究对象;6) 全文为英文;7) 主要研究设计;8) 同行评议文章。两位作者对文章进行了筛选,随后从收录的文章中提取数据以描述现有证据:共筛选了 413 篇文章的标题和摘要,并对其中 27 篇文章的全文进行了进一步的资格评估。有五项研究符合纳入标准,并提取了数据以总结研究特点和结果。这些研究涉及四个不同的国家:两项混合方法研究(南非和加拿大)、两项横断面研究(中国和美国)和一项随机对照试验(美国)。在这些研究中,只有两项讨论了数字化干预措施:一项是基于短信的干预措施,旨在改善精神和心理健康;另一项是心理健康应用程序的可行性研究。其他研究都包含数字内容,但精神和心理健康措施较少或不明确。总体而言,精神和心理健康的测量方法缺乏一致性:很少有研究关注在数字环境中评估 Z 世代的精神和心理健康,迄今为止也没有研究对 Z 世代的数字精神和心理健康应用进行过考察。需要开展研究,为开发和评估通过数字手段(如移动应用)解决 Z 世代精神和心理健康问题的方法提供信息。
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引用次数: 0
Evaluating the Effectiveness of School Closure in COVID-19-Related Syndromes From Community-Based Syndromic Surveillance: Longitudinal Observational Study. 从社区综合症监测评估关闭学校对 COVID-19 相关综合症的影响:纵向观察研究。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-12-15 DOI: 10.2196/44606
Ping-Chen Chung, Kevin J Chen, Hui-Mei Chang, Ta-Chien Chan

Background: During the COVID-19 pandemic, a school closure policy was adopted to prevent cluster transmission in schools and subsequent household transmission. However, the effectiveness of school closure is not consistent in studies conducted in different countries.

Objective: This study aimed to explore the association between school closure and the daily standardized incidence of COVID-19-related syndromes in an outpatient syndromic surveillance system.

Methods: We calculated the incidence of COVID-19-related syndromes derived from a community-based syndromic surveillance system between the first week of January and the second or fourth weeks after school closure in 2021 and 2022 in Taipei City, Taiwan. The effect of school closure on the standardized incidence of COVID-19-related syndromes was evaluated by interrupted time series analysis using an autoregressive integrated moving average with a distributed lag function. The exogenous variables were changes in human mobility measured by Google COVID-19 community mobility reports. Furthermore, the models quantified the influence of different age groups and the hierarchy of medical facilities, such as clinics or community hospitals.

Results: School closure was only negatively and significantly associated with the overall standardized incidence of COVID-19-related syndromes in 2021 for 2 weeks after the intervention (coefficient -1.24, 95% CI -2.40 to -0.08). However, in different age groups, school closure had a significantly negative association with the standardized incidence among people aged 13-18 years and ≥65 years for 2 weeks after the intervention in clinics in 2021. In community hospitals, school closure was significantly positively associated with the standardized incidence among people aged 19-24 years in 2021. In 2022, 2 weeks after the intervention, school closure had a significantly negative association with the standardized incidence among people aged 0-6, 7-12, and 19-24 years in community hospitals and aged >45 years in clinics. Furthermore, the standardized incidence was positively associated with movement change toward grocery and pharmacy stores in all age groups in 2022. In addition, movement changes toward residences were significantly positively associated with the standardized incidence among all age groups.

Conclusions: Overall, school closure effectively suppresses COVID-19-related syndromes in students owing to the reduction of physical contact. In addition, school closure has a spillover effect on elderly people who stay at home.

背景:在 COVID-19 大流行期间,采取了关闭学校的政策,以防止学校的集群传播和随后的家庭传播。然而,在不同国家进行的研究中,学校关闭的效果并不一致:本研究旨在探讨学校关闭与门诊病人综合征监测系统中 COVID-19 相关综合征每日标准化发病率之间的关系:我们计算了台湾台北市 2021 年和 2022 年 1 月第一周至学校停课后第二周或第四周期间基于社区的症候群监测系统得出的 COVID-19 相关症候群的发病率。通过使用具有分布式滞后函数的自回归综合移动平均法进行间断时间序列分析,评估了学校停课对 COVID-19 相关综合征标准化发病率的影响。外生变量是由谷歌 COVID-19 社区流动性报告衡量的人类流动性变化。此外,模型还量化了不同年龄组和医疗设施等级(如诊所或社区医院)的影响:结果:学校关闭仅与干预后 2 周内 2021 年 COVID-19 相关综合征的总体标准化发病率呈显著负相关(系数为-1.24,95% CI 为-2.40 至-0.08)。然而,在不同年龄组中,学校关闭与 2021 年诊所干预后 2 周内 13-18 岁和≥65 岁人群的标准化发病率呈显著负相关。在社区医院,2021 年学校关闭与 19-24 岁人群的标准化发病率呈明显正相关。2022 年,在社区医院,学校关闭与 0-6 岁、7-12 岁和 19-24 岁人群的标准化发病率呈明显负相关;在诊所,学校关闭与大于 45 岁人群的标准化发病率呈明显负相关。此外,在 2022 年,标准化发病率与所有年龄组向杂货店和药店的移动变化呈正相关。此外,在所有年龄组中,向住宅的移动变化与标准化发病率呈显著正相关:总体而言,由于减少了身体接触,学校关闭可有效抑制学生中与 COVID-19 相关的综合征。此外,学校停课对留在家中的老人也有溢出效应。
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引用次数: 0
The Role of Daily Steps in the Treatment of Major Depressive Disorder: Secondary Analysis of a Randomized Controlled Trial of a 6-Month Internet-Based, Mindfulness-Based Cognitive Behavioral Therapy Intervention for Youth. 重度抑郁症的每日治疗步骤:为期6个月的青少年基于互联网的正念认知行为治疗试验的症状改善和行为改变的预测因素和调节因素:二次分析(预印本)
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-12-08 DOI: 10.2196/46419
Kevin Dang, Paul Ritvo, Joel Katz, David Gratzer, Yuliya Knyahnytska, Abigail Ortiz, Clarice Walters, Mohamed Attia, Christina Gonzalez-Torres, Andrew Lustig, Zafiris Daskalakis
<p><strong>Background: </strong>Current evidence supports physical activity (PA) as an adjunctive treatment for major depressive disorder (MDD). Few studies, however, have examined the relationship between objectively measured PA and MDD treatment outcomes using prospective data.</p><p><strong>Objective: </strong>This study is a secondary analysis of data from a 24-week internet-based, mindfulness-based cognitive behavioral therapy program for MDD. The purpose of this analysis was twofold: (1) to examine average daily step counts in relation to MDD symptom improvement, and whether pain moderated this relationship; and (2) to examine whether changes in step activity (ie, step trajectories) during treatment were associated with baseline symptoms and symptom improvement.</p><p><strong>Methods: </strong>Patients from the Centre for Addiction and Mental Health were part of a randomized controlled trial evaluating the effects of internet-based, mindfulness-based cognitive behavioral therapy for young adults (aged 18-30 years old) with MDD. Data from 20 participants who had completed the intervention were analyzed. PA, in the form of objectively measured steps, was measured using the Fitbit-HR Charge 2 (Fitbit Inc), and self-reported depression severity was measured with the Beck Depression Inventory-II (BDI-II). Linear regression analysis was used to test PA's relationship with depression improvement and the moderating effect of pain severity and pain interference. Growth curve and multivariable regression models were used to test longitudinal associations.</p><p><strong>Results: </strong>Participants walked an average of 8269 steps per day, and each additional +1000-step difference between participants was significantly associated with a 2.66-point greater improvement (reduction) in BDI-II, controlling for anxiety, pain interference, and adherence to Fitbit monitoring (P=.02). Pain severity appeared to moderate (reduce) the positive effect of average daily steps on BDI-II improvement (P=.03). Higher baseline depression and anxiety symptoms predicted less positive step trajectories throughout treatment (Ps≤.001), and more positive step trajectories early in the trial predicted greater MDD improvement at the end of the trial (Ps<.04). However, step trajectories across the full duration of the trial did not significantly predict MDD improvement (Ps=.40).</p><p><strong>Conclusions: </strong>This study used objective measurements to demonstrate positive associations between PA and depression improvement in the context of cognitive behavioral treatment. Pain appeared to moderate this relationship, and baseline symptoms of anxiety and depression predicted PA trajectories. The findings inform future interventions for major depression. Future research with larger samples should consider additional moderators of PA-related treatment success and the extent to which outcomes are related to PA change in multimodal interventions.</p><p><strong>Trial registration: <
背景:目前的证据支持将体育锻炼(PA)作为重度抑郁障碍(MDD)的辅助治疗手段。然而,很少有研究使用前瞻性数据对客观测量的 PA 与 MDD 治疗结果之间的关系进行研究:本研究是对一项为期 24 周的基于互联网、正念认知行为疗法的 MDD 项目数据进行的二次分析。这项分析有两个目的:(1)研究平均每日步数与 MDD 症状改善的关系,以及疼痛是否会调节这种关系;(2)研究治疗期间步数活动的变化(即步数轨迹)是否与基线症状和症状改善有关:来自成瘾与心理健康中心的患者参与了一项随机对照试验,该试验评估了基于互联网的正念认知行为疗法对患有 MDD 的年轻成人(18-30 岁)的治疗效果。研究人员对完成干预的 20 名参与者的数据进行了分析。使用 Fitbit-HR Charge 2(Fitbit 公司)以客观测量步数的形式测量 PA,并使用贝克抑郁量表-II(BDI-II)测量自我报告的抑郁严重程度。线性回归分析用于检验 PA 与抑郁改善的关系,以及疼痛严重程度和疼痛干扰的调节作用。采用增长曲线和多变量回归模型检验纵向关联:参与者平均每天步行 8269 步,在控制焦虑、疼痛干扰和坚持 Fitbit 监测的情况下,参与者之间每增加 +1000 步的差异与 BDI-II 改善(降低)2.66 分显著相关(P=.02)。疼痛严重程度似乎缓和(降低)了日均步数对 BDI-II 改善的积极影响(P=.03)。较高的基线抑郁和焦虑症状预示着整个治疗过程中较少的积极步数轨迹(Ps≤.001),而试验早期较多的积极步数轨迹预示着试验结束时更大的 MDD 改善(Ps结论:本研究通过客观测量证明,在认知行为治疗的背景下,PA 与抑郁症改善之间存在正相关。疼痛似乎缓和了这种关系,焦虑和抑郁的基线症状预测了 PA 的轨迹。研究结果为今后对重度抑郁症的干预提供了参考。未来对更大样本的研究应考虑与PA相关的治疗成功的其他调节因素,以及在多模式干预中结果与PA变化的相关程度:临床试验.gov NCT03406052;https://www.clinicaltrials.gov/ct2/show/NCT03406052.International 注册报告标识符(irrid):RR2-10.2196/11591。
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引用次数: 0
Correlation Between the Social Network Structure and Well-Being of Health Care Workers in Intensive Care Units: Prospective Observational Study. 社会网络结构与重症监护室医护人员幸福感的相关性:一项前瞻性观察研究。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-11-29 DOI: 10.2196/50148
Ryo Esumi, Asami Ito-Masui, Eiji Kawamoto, Mami Ito, Tomoyo Hayashi, Toru Shinkai, Atsuya Hane, Fumito Okuno, Eun Jeong Park, Ryuji Kaku, Motomu Shimaoka
<p><strong>Background: </strong>Effective communication strategies are becoming increasingly important in intensive care units (ICUs) where patients at high risk are treated. Distributed leadership promotes effective communication among health care professionals (HCPs). Moreover, beyond facilitating patient care, it may improve well-being among HCPs by fostering teamwork. However, the impact of distributed leadership on the communication structure and well-being of HCPs remains unclear.</p><p><strong>Objective: </strong>We performed a social network analysis (SNA) to assess the characteristics of each HCP in the network, identify the number of HCP connections, analyze 4 centralities that can measure an HCP's importance, and evaluate the impact of distributed leadership structure on the well-being and communication structure of the medical staff.</p><p><strong>Methods: </strong>Wearable sensors were used to obtain face-to-face interaction data from the ICU medical staff at Mie University Hospital, Japan. Participants wore a badge on the front of their clothing during working hours to measure the total frequency of face-to-face interactions. We collected data about the well-being of medical staff using the Center for Epidemiological Studies-Depression (CES-D) questionnaire and measured 4 centralities using SNA analysis. A CES-D questionnaire was administered during the study to measure the well-being of the HCPs.</p><p><strong>Results: </strong>Overall, 247 ICU workers participated in this clinical study for 4 weeks yearly in February 2016, 2017, and 2018. The distributed leadership structure was established within the ICU in 2017 and 2018. We compared these results with those of the traditional leadership structure used in 2016. Most face-to-face interactions in the ICU were among nurses or between nurses and other professionals. In 2016, overall, 10 nurses could perform leadership tasks, which significantly increased to 24 in 2017 (P=.046) and 20 in 2018 (P=.046). Considering the increased number of nurses who could perform leadership duties and the collaboration created within the organization, SNA in 2018 showed that the betweenness (P=.001), degree (P<.001), and closeness (P<.001) centralities significantly increased compared with those in 2016. However, the eigenvector centrality significantly decreased in 2018 compared with that in 2016 (P=.01). The CES-D scores in 2018 also significantly decreased compared with those in 2016 (P=.01). The betweenness (r=0.269; P=.02), degree (r=0.262; P=.03), and eigenvector (r=0.261; P=.03) centralities and CES-D scores were positively correlated in 2016, whereas the closeness centrality and CES-D scores were negatively correlated (r=-0.318; P=.01). In 2018, the degree (r=-0.280; P=.01) and eigenvector (r=-0.284; P=.01) centralities were negatively correlated with CES-D scores.</p><p><strong>Conclusions: </strong>Face-to-face interactions of HCPs in the ICU were measured using wearable sensors, and nurses w
背景:有效的沟通策略在重症监护室(ICU)中变得越来越重要,在那里治疗高危患者。分布式领导促进了医疗专业人员之间的有效沟通。此外,除了促进患者护理外,它还可以通过培养团队合作来提高医疗专业人员的幸福感。然而,分布式领导对沟通结构和医疗保健专业人员福祉的影响尚不清楚。目的:我们进行了社会网络分析(SNA),以评估网络中每个医疗专业人员的特征,确定医疗专业人员联系的数量,分析可以衡量医疗专业人员重要性的四个中心,并评估分布式领导结构对医务人员幸福感和沟通结构的影响。方法:使用可穿戴传感器从日本三重大学医院ICU医务人员那里获得面对面的互动数据。所有参与者在工作时间都在衣服前佩戴徽章,以测量面对面互动的总频率。我们使用流行病学研究中心抑郁问卷(CES-D)收集了医务人员的幸福感数据,并使用SNA分析测量了四种集中度。在研究期间进行了CES-D问卷调查,以衡量医疗保健专业人员的幸福感。结果:总体而言,247名ICU工作人员于2016年2月、2017年2月和2018年2月参与了这项为期4周的临床研究。ICU内部于2017年和2018年建立了分布式领导结构。我们将这些结果与2016年使用的传统领导结构进行了比较。在重症监护室里,大多数面对面的互动都是护士或护士与其他专业人员之间的互动。2016年,10名护士可以执行领导任务,2017年显著增加到24和20(结论:使用可穿戴传感器测量了ICU中医护人员的面对面互动,发现护士位于中心位置。然而,分布式领导的引入在组织中创造了协作和非正式领导,改变了医护人员的社交网络结构,提高了组织的幸福感。临床试验:该临床试验在UMIN临床试验注册系统(UMIN000037046)中注册。
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引用次数: 0
Nonface-to-Face Visitation to Restrict Patient Visits for Infection Control: Integrative Review. 非面对面访问限制患者就诊以控制感染:综合回顾。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-11-28 DOI: 10.2196/43572
Hyunwoo Jeong, Yonsu Choi, Heejung Kim

Background: In the COVID-19 pandemic, a visit restriction policy for patients has been implemented in medical institutions worldwide and visits are being made using alternative communication technologies. This shift has also required the use of platforms to prevent negative consequences of these restrictions.

Objective: The purpose of this review was to comprehensively explore nonface-to-face visits as an alternative during infection prevention and to synthesize the scientific evidence of their benefits and disadvantages.

Methods: A comprehensive search was conducted via the PubMed, Embase, CINAHL, Cochrane, and Web of Science electronic databases; unpublished trials in the clinical trials register ClinicalTrials.gov; and Virginia Henderson International Nursing Library up to September 10, 2021. The search query was developed according to the guidelines of the Peer Review of Electronic Search Strategies and included keywords on the topics of telemedicine and visitation restrictions. The inclusion criteria were a nonface-to-face modality using telemedicine with family in a hospital setting, experimental and observational studies, and articles written in English. The exclusion criteria were inaccessible in full text, not related to patient or family involvement, mainly focused on the study protocol, or only discussing the pros and cons of telemedicine.

Results: Overall, patients' families experienced emotional distress due to restrictions on face-to-face visits. Nonface-to-face virtual visits compensating for these restrictions had a positive effect on reducing the risk of infection to the patient and the family. This further encouraged psychological and physical recovery and decreased psychological distress. However, nonface-to-face virtual technology could not replace the existence of actual families, and technical problems with networks and devices are reported as limitations.

Conclusions: Ensuring the availability of technology and educating on the same in alignment with the characteristics of patients and their families, nonface-to-face virtual visits need to show more potential as an effective patient-centered treatment strategy based on more research and advanced practice.

背景:在2019冠状病毒病大流行期间,世界各地的医疗机构实施了限制患者出诊的政策,并正在使用替代通信技术进行出诊。这种转变还要求使用平台来防止这些限制带来的负面影响。目的:本综述的目的是全面探讨非面对面就诊作为感染预防的一种替代方法,并综合其利弊的科学证据。方法:通过PubMed、Embase、CINAHL、Cochrane和Web of Science电子数据库进行综合检索;临床试验注册ClinicalTrials.gov中未发表的试验;和弗吉尼亚·亨德森国际护理图书馆,截止到2021年9月10日。检索查询是根据《电子检索策略同行评议》的指导方针开发的,包括远程医疗和访问限制等主题的关键词。纳入标准是在医院环境中与家庭进行远程医疗的非面对面模式、实验和观察性研究以及用英语撰写的文章。排除标准的全文无法获得,与患者或家庭参与无关,主要集中在研究方案上,或仅讨论远程医疗的利弊。结果:总体而言,由于面对面访问的限制,患者家属经历了情绪困扰。非面对面的虚拟访问弥补了这些限制,对降低患者和家属的感染风险有积极作用。这进一步鼓励了心理和身体的恢复,减少了心理困扰。然而,非面对面的虚拟技术并不能取代现实家庭的存在,网络和设备的技术问题被报道为限制。结论:基于更多的研究和先进的实践,确保技术的可用性和教育与患者及其家属的特点相一致,非面对面的虚拟访问需要显示出更多的潜力,作为一种有效的以患者为中心的治疗策略。
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引用次数: 0
Periorbital Necrotizing Fasciitis: Case Presentation. 眼眶周围坏死性筋膜炎1例报告。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-11-28 DOI: 10.2196/52507
Ryan S Huang, Nikhil S Patil, Yasser Khan

Necrotizing fasciitis (NF) is an aggressive and potentially life-threatening infection of the superficial fascia and surrounding skin, fat, fascia, muscle, and other soft tissue structures. Here, we outline the rare case of a 26-year-old man with a periorbital Streptococcus pyogenes A NF infection. Our case report underscores a unique instance of periorbital NF, distinctively presenting without any predisposing risk factors, shedding light on its presentation, treatment, and pathophysiology.

非结构性:坏死性筋膜炎是一种侵袭性感染,可能危及浅筋膜及其周围皮肤、脂肪、筋膜、肌肉和其他软组织结构。在此,我们报告一例罕见的26岁男性眼眶周围化脓性链球菌a型坏死性筋膜炎感染。我们的病例报告强调了一个独特的眼眶周围坏死性筋膜炎的实例,其独特的表现没有任何易感的危险因素,揭示了其表现、治疗和病理生理。
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引用次数: 0
Understanding Loneliness in Younger People: Review of the Opportunities and Challenges for Loneliness Interventions. 理解年轻人的孤独感:孤独感干预的机遇和挑战综述。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2023-11-02 DOI: 10.2196/45197
Hurmat Ali Shah, Mowafa Househ

Loneliness affects the quality of life of people all around the world. Loneliness is also shown to be directly associated with mental health issues and is often the cause of mental health problems. It is also shown to increase the risk of heart diseases and other physical illnesses. Loneliness is studied both from the social and medical sciences perspectives. There are also interventions on the basis of health informatics, information and communication technologies (ICTs), social media, and other technological solutions. In the literature, loneliness is studied from various angles and perspectives ranging from biological to socioeconomical and through anthropological understandings of technology. From the ICT and technological sides, there are multiple reviews studying the effectiveness of intervention strategies and solutions. However, there is a lack of a comprehensive review on loneliness that engulfs the psychological, social, and technological studies of loneliness. From the perspective of loneliness informatics (ie, the application of health informatics practices and tools), it is important to understand the psychological and biological basis of loneliness. When it comes to technological interventions to fight off loneliness, the majority of interventions focus on older people. While loneliness is highest among older people, theoretical and demographical studies of loneliness give a U-shaped distribution age-wise to loneliness; that is, younger people and older people are the demographics most affected by loneliness. But the strategies and interventions designed for older people cannot be directly applied to younger people. We present the dynamics of loneliness in younger people and also provide an overview of the technological interventions for loneliness in younger people. This paper presents an approach wherein the studies carried out from the perspectives of digital health and informatics are discussed in detail. A comprehensive overview of the understanding of loneliness and the study of the overall field of tools and strategies of loneliness informatics was carried out. The need to study loneliness in younger people is addressed and particular digital solutions and interventions developed for younger people are presented. This paper can be used to overcome the challenges of technological gaps in the studies and strategies developed for loneliness. The findings of this study show that the majority of interventions and reviews are focused on older people, with ICT-based and social media-based interventions showing promise for countering the effects of loneliness. There are new technologies, such as conversational agents and robots, which are tailored to the particular needs of younger people. This literature review suggests that the digital solutions developed to overcome loneliness can benefit people, and younger people in particular, more if they are made interactive in order to retain users.

孤独影响着全世界人民的生活质量。孤独感也被证明与心理健康问题直接相关,通常是心理健康问题的原因。它还被证明会增加患心脏病和其他身体疾病的风险。孤独是从社会科学和医学科学的角度来研究的。还有基于卫生信息学、信息和通信技术、社交媒体和其他技术解决方案的干预措施。在文献中,孤独是从生物学到社会经济学以及人类学对技术的理解等多个角度和视角来研究的。从信息和通信技术和技术方面,对干预战略和解决方案的有效性进行了多次审查。然而,对孤独的心理、社会和技术研究缺乏全面的综述。从孤独信息学(即健康信息学实践和工具的应用)的角度来看,理解孤独的心理和生物学基础很重要。当谈到对抗孤独的技术干预时,大多数干预措施都集中在老年人身上。虽然孤独感在老年人中最高,但对孤独感的理论和人口学研究给出了孤独感的年龄U型分布;也就是说,年轻人和老年人是受孤独感影响最大的人群。但为老年人设计的策略和干预措施不能直接应用于年轻人。我们介绍了年轻人孤独感的动态,并概述了针对年轻人孤独的技术干预措施。本文提出了一种方法,其中详细讨论了从数字健康和信息学的角度进行的研究。对孤独的理解以及孤独信息学工具和策略的整体领域进行了全面的综述。研究年轻人孤独感的必要性得到了解决,并介绍了为年轻人开发的特定数字解决方案和干预措施。这篇论文可以用来克服针对孤独的研究和策略中技术差距的挑战。这项研究的结果表明,大多数干预措施和审查都集中在老年人身上,基于信息通信技术和社交媒体的干预措施有望对抗孤独的影响。有一些新技术,如会话代理和机器人,是为年轻人的特殊需求量身定制的。这篇文献综述表明,为克服孤独而开发的数字解决方案可以让人们,尤其是年轻人受益更多,如果它们能够互动以留住用户的话。
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引用次数: 0
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Interactive Journal of Medical Research
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