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Evaluation of the Accuracy, Credibility, and Readability of Statin-Related Websites: Cross-Sectional Study. 评估他汀相关网站的准确性、可信度和可读性:横断面研究。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-03-14 DOI: 10.2196/42849
Eunice Ling, Domenico de Pieri, Evenne Loh, Karen M Scott, Stephen C H Li, Heather J Medbury

Background: Cardiovascular disease (CVD) represents the greatest burden of mortality worldwide, and statins are the most commonly prescribed drug in its management. A wealth of information pertaining to statins and their side effects is on the internet; however, to date, no assessment of the accuracy, credibility, and readability of this information has been undertaken.

Objective: This study aimed to evaluate the quality (accuracy, credibility, and readability) of websites likely to be visited by the general public undertaking a Google search of the side effects and use of statin medications.

Methods: Following a Google web search, we reviewed the top 20 consumer-focused websites with statin information. Website accuracy, credibility, and readability were assessed based on website category (commercial, not-for-profit, and media), website rank, and the presence or absence of the Health on the Net Code of Conduct (HONcode) seal. Accuracy and credibility were assessed following the development of checklists (with 20 and 13 items, respectively). Readability was assessed using the Simple Measure of Gobbledegook scores.

Results: Overall, the accuracy score was low (mean 14.35 out of 20). While side effects were comprehensively covered by 18 websites, there was little information about statin use in primary and secondary prevention. None of the websites met all criteria on the credibility checklist (mean 7.8 out of 13). The median Simple Measure of Gobbledegook score was 9.65 (IQR 8.825-10.85), with none of the websites meeting the recommended reading grade of 6, even the media websites. A website bearing the HONcode seal did not mean that the website was more comprehensive or readable.

Conclusions: The quality of statin-related websites tended to be poor. Although the information contained was accurate, it was not comprehensive and was presented at a reading level that was too difficult for an average reader to fully comprehend. As such, consumers risk being uninformed about this pharmacotherapy.

背景:心血管疾病(CVD)是全球最大的死亡负担,他汀类药物是治疗该疾病最常用的处方药。互联网上有大量与他汀类药物及其副作用有关的信息,但迄今为止,尚未对这些信息的准确性、可信度和可读性进行过评估:本研究旨在评估在谷歌上搜索他汀类药物的副作用和使用方法的普通大众可能访问的网站的质量(准确性、可信度和可读性):方法:在谷歌网页搜索后,我们查看了前 20 个以消费者为中心的他汀类药物信息网站。根据网站类别(商业、非营利和媒体)、网站排名以及是否有《网络健康行为准则》(HONcode)印章来评估网站的准确性、可信度和可读性。准确性和可信度是在制定检查表(分别包含 20 个和 13 个项目)后进行评估的。可读性使用 "简单拗口度量"(Simple Measure of Gobbledegook)评分进行评估:总体而言,准确性得分较低(平均 14.35 分,满分 20 分)。虽然有 18 个网站全面介绍了他汀类药物的副作用,但关于他汀类药物用于一级和二级预防的信息却很少。没有一个网站符合可信度核对表的所有标准(13 分中的平均值为 7.8 分)。垃圾信息简单衡量标准的中位数为 9.65 分(IQR 为 8.825-10.85),没有一个网站达到建议的 6 级阅读标准,即使是媒体网站也不例外。盖有 HONcode 印章的网站并不意味着其内容更全面或可读性更高:他汀相关网站的质量往往较差。结论:他汀类药物相关网站的质量往往较差,虽然所含信息准确,但并不全面,而且其阅读水平对于普通读者来说难以完全理解。因此,消费者有可能对这种药物疗法一无所知。
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引用次数: 0
A Web-Based Tool to Assess Social Inclusion and Support Care Planning in Mental Health Supported Accommodation: Development and Preliminary Test Study. 基于网络的工具,用于评估精神健康辅助住宿中的社会包容和支持护理规划:开发与初步测试研究
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-03-13 DOI: 10.2196/45987
Sharon Eager, Helen Killaspy, Joanna C, Gillian Mezey, Peter McPherson, Megan Downey, Georgina Thompson, Brynmor Lloyd-Evans
<p><strong>Background: </strong>Individuals with severe mental illness living in supported accommodation are often socially excluded. Social inclusion is an important aspect of recovery-based practice and quality of life. The Social Inclusion Questionnaire User Experience (SInQUE) is a measure of social inclusion that has been validated for use with people with mental health problems. Previous research has suggested that the SInQUE could also help support care planning focused on enabling social inclusion in routine mental health practice.</p><p><strong>Objective: </strong>This study aims to develop a web-based version of the SInQUE for use in mental health supported accommodation services, examine its acceptability and perceived usefulness as a tool to support care planning with service users, determine the extent of uptake of the tool in supported accommodation settings, and develop a program theory and logic model for the online SInQUE.</p><p><strong>Methods: </strong>This study involved a laboratory-testing stage to assess the acceptability of the SInQUE tool through "think-aloud" testing with 6 supported accommodation staff members and a field-testing stage to assess the acceptability, utility, and use of the SInQUE tool over a 5-month period. An implementation strategy was used in 1 London borough to encourage the use of the SInQUE. Qualitative interviews with 12 service users and 12 staff members who used the tool were conducted and analyzed using thematic analysis. The use of the SInQUE was compared with that in 2 other local authority areas, 1 urban and 1 rural, where the tool was made available for use but no implementation strategy was used.</p><p><strong>Results: </strong>Overall, 17 staff members used the SInQUE with 28 different service users during the implementation period (approximately 10% of all service users living in supported accommodation in the study area). The staff and service users interviewed felt that the SInQUE was collaborative, comprehensive, user-friendly, and relevant. Although some staff were concerned that particular questions might be too personal, service users did not echo this view. Participants generally felt that the SInQUE could help identify individuals' priorities regarding different aspects of social inclusion by prompting in-depth conversations and tailoring specific support to address service users' inclusion goals. Some interviewees also suggested that the tool could highlight areas of unmet or unmeetable needs across the borough that could feed into service planning. The SInQUE was not used in the comparison areas that had no implementation strategy.</p><p><strong>Conclusions: </strong>The online SInQUE is an acceptable and potentially useful tool that can be recommended to assess and support care planning to enable social inclusion of people living in mental health supported accommodation services. Despite this, uptake rates were modest during the study period. A concerted implementation strategy
背景:居住在辅助性住所中的重度精神病患者往往被社会排斥。社会融入是基于康复的实践和生活质量的一个重要方面。社会融入问卷用户体验(SInQUE)是一种衡量社会融入的方法,已经过验证,可用于有精神健康问题的人。先前的研究表明,SInQUE 还有助于支持护理规划,重点是在常规精神健康实践中实现社会融入:本研究旨在开发一个基于网络的 SInQUE 版本,供精神健康辅助住宿服务使用,检查其作为支持服务使用者护理规划的工具的可接受性和感知有用性,确定该工具在辅助住宿环境中的使用程度,并为在线 SInQUE 开发一个程序理论和逻辑模型:本研究包括实验室测试阶段和实地测试阶段,前者是通过对 6 名辅助住宿机构的工作人员进行 "大声思考 "测试来评估 SInQUE 工具的可接受性,后者是在 5 个月的时间内评估 SInQUE 工具的可接受性、实用性和使用情况。在伦敦的一个区采用了实施策略,以鼓励使用 SInQUE。对使用该工具的 12 名服务使用者和 12 名工作人员进行了定性访谈,并使用主题分析法对访谈内容进行了分析。将 SInQUE 的使用情况与其他 2 个地方当局地区(1 个城市地区和 1 个农村地区)的使用情况进行了比较:在实施期间,共有 17 名工作人员对 28 名不同的服务使用者使用了 SInQUE(约占研究地区所有居住在辅助住宿区的服务使用者的 10%)。受访的工作人员和服务使用者都认为,SInQUE 具有协作性、全面性、用户友好性和相关性。虽然有些员工担心某些问题可能过于个人化,但服务使用者并不认同这种观点。受访者普遍认为,"融入式调查问卷 "可以促使人们进行深入交谈,并针对服务使用者的融入目标提供量身定制的具体支持,从而帮助确定个人在社会融入不同方面的优先事项。一些受访者还建议,该工具可以突出整个行政区尚未满足或无法满足的需求领域,从而为服务规划提供依据。在没有实施战略的对比地区,没有使用 SInQUE:在线 SInQUE 是一种可接受的、潜在的有用工具,可推荐用于评估和支持护理规划,以帮助精神健康辅助住宿服务中的人融入社会。尽管如此,研究期间的使用率并不高。要想在常规护理中使用该工具,关键在于采取协调一致的实施策略,包括由高级领导和服务管理人员主动认可。
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引用次数: 0
Improvements in Neoplasm Classification in the International Classification of Diseases, Eleventh Revision: Systematic Comparative Study With the Chinese Clinical Modification of the International Classification of Diseases, Tenth Revision. 国际疾病分类》第十一次修订版在肿瘤分类方面的改进:与《国际疾病分类》第十版中文临床修订版的系统比较研究。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-03-08 DOI: 10.2196/52296
Yicong Xu, Jingya Zhou, Hongxia Li, Dong Cai, Huanbing Zhu, Shengdong Pan

Background: The International Classification of Diseases, Eleventh Revision (ICD-11) improved neoplasm classification.

Objective: We aimed to study the alterations in the ICD-11 compared to the Chinese Clinical Modification of the International Classification of Diseases, Tenth Revision (ICD-10-CCM) for neoplasm classification and to provide evidence supporting the transition to the ICD-11.

Methods: We downloaded public data files from the World Health Organization and the National Health Commission of the People's Republic of China. The ICD-10-CCM neoplasm codes were manually recoded with the ICD-11 coding tool, and an ICD-10-CCM/ICD-11 mapping table was generated. The existing files and the ICD-10-CCM/ICD-11 mapping table were used to compare the coding, classification, and expression features of neoplasms between the ICD-10-CCM and ICD-11.

Results: The ICD-11 coding structure for neoplasms has dramatically changed. It provides advantages in coding granularity, coding capacity, and expression flexibility. In total, 27.4% (207/755) of ICD-10 codes and 38% (1359/3576) of ICD-10-CCM codes underwent grouping changes, which was a significantly different change (χ21=30.3; P<.001). Notably, 67.8% (2424/3576) of ICD-10-CCM codes could be fully represented by ICD-11 codes. Another 7% (252/3576) could be fully described by uniform resource identifiers. The ICD-11 had a significant difference in expression ability among the 4 ICD-10-CCM groups (χ23=93.7; P<.001), as well as a considerable difference between the changed and unchanged groups (χ21=74.7; P<.001). Expression ability negatively correlated with grouping changes (r=-.144; P<.001). In the ICD-10-CCM/ICD-11 mapping table, 60.5% (2164/3576) of codes were postcoordinated. The top 3 postcoordinated results were specific anatomy (1907/3576, 53.3%), histopathology (201/3576, 5.6%), and alternative severity 2 (70/3576, 2%). The expression ability of postcoordination was not fully reflected.

Conclusions: The ICD-11 includes many improvements in neoplasm classification, especially the new coding system, improved expression ability, and good semantic interoperability. The transition to the ICD-11 will inevitably bring challenges for clinicians, coders, policy makers and IT technicians, and many preparations will be necessary.

背景:国际疾病分类第十一次修订版(ICD-11)改进了肿瘤分类:国际疾病分类第十一次修订版(ICD-11)改进了肿瘤分类:我们旨在研究 ICD-11 与《国际疾病分类-中国临床修订版第十版》(ICD-10-CCM)相比在肿瘤分类方面的变化,并提供支持向 ICD-11 过渡的证据:我们从世界卫生组织和中华人民共和国国家卫生委员会下载了公共数据文件。我们使用 ICD-11 编码工具对 ICD-10-CCM 肿瘤代码进行了人工重新编码,并生成了 ICD-10-CCM/ICD-11 映射表。利用现有文件和 ICD-10-CCM/ICD-11 映射表,比较了 ICD-10-CCM 和 ICD-11 对肿瘤的编码、分类和表达特征:结果:ICD-11 的肿瘤编码结构发生了巨大变化。它在编码粒度、编码能力和表达灵活性方面都具有优势。总共有27.4%(207/755)的ICD-10编码和38%(1359/3576)的ICD-10-CCM编码发生了分组变化,这是一个显著不同的变化(χ21=30.3;P23=93.7;P21=74.7;PC结论:ICD-11 在肿瘤分类方面有许多改进,尤其是新的编码系统、表达能力的提高和良好的语义互通性。向 ICD-11 过渡将不可避免地给临床医生、编码员、政策制定者和 IT 技术人员带来挑战,需要做许多准备工作。
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引用次数: 0
The Effect of Body Temperature Changes on the Course of Treatment in Patients With Pneumonia and Sepsis: Results of an Observational Study. 体温变化对肺炎和败血症患者治疗过程的影响:一项观察性研究的结果。
IF 2 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-03-01 DOI: 10.2196/52590
Domen Guzelj, Anže Grubelnik, Nina Greif, Petra Povalej Bržan, Jure Fluher, Žiga Kalamar, Andrej Markota
<p><strong>Background: </strong>Traditionally, patients who are critically ill with infection and fever have been treated with antipyretics or even physically cooled. Presumed benefits of the reduction of body temperature are mostly based on decreased metabolic demands. However, it has been shown that decreasing body temperature in patients who are critically ill is not associated with improvement in treatment outcomes. Additionally, there is some data to support the use of temperature modulation (therapeutic hyperthermia) as an adjuvant treatment strategy in patients with infection.</p><p><strong>Objective: </strong>This study aims to determine the effect of body temperature on the course of intensive care unit (ICU) treatment of patients who are mechanically ventilated with pneumonia, sepsis, and positive tracheal aspirates on admission.</p><p><strong>Methods: </strong>We performed a single-center retrospective study. Core body temperature was measured in all patients. We analyzed associations between average temperatures in the first 48 hours after admission to ICU and ICU treatment parameters. Additionally, patients were divided into three groups: patients with negative tracheal aspirates 1 week after ICU admission (P-N group), patients with a different pathogen in tracheal aspirates 1 week after ICU admission (P-HAP group), and patients with a persisting pathogen in tracheal aspirates 1 week after ICU admission (P-P group). Differences in body temperature and interventions aimed at temperature modulation were determined.</p><p><strong>Results: </strong>We observed a significantly higher average temperature in the first 48 hours after admission to ICU in patients who survived to hospital discharge compared to nonsurvivors (mean 37.2 °C, SD 1 °C vs mean 36.9 °C, SD 1.6 °C; P=.04). We observed no associations between average temperatures in the first 48 hours after ICU admission and days of mechanical ventilation in the first 7 days of treatment (ρ=-0.090; P=.30), the average maximum daily requirement for noradrenaline in the first 7 days of treatment (ρ=-0.029; P=.80), average maximum FiO<sub>2</sub> in the first 7 days of ICU treatment (ρ=0.040; P=.70), and requirement for renal replacement therapy in the first 7 days of ICU treatment (mean 37.3 °C, SD 1.4 °C vs mean 37.0 °C, SD 1.3 °C; P=.23). In an additional analysis, we observed a significantly greater use of paracetamol in the P-N group (mean 1.0, SD 1.1 g vs mean 0.4, SD 0.7 g vs mean 0.4, SD 0.8 g; P=.009), a trend toward greater use of active cooling in the first 24 hours after ICU admission in the P-N group (n=11, 44% vs n=14, 33.3% vs n=16, 32%; P=.57), and no other significant differences in parameters of ICU treatment between patient groups.</p><p><strong>Conclusions: </strong>We observed better survival in patients who developed higher body temperatures in the first 48 hours after admission to the ICU; however, we observed no changes in other treatment parameters. Similarly, we o
背景:传统上,感染发烧的危重病人都会接受退烧药甚至物理降温治疗。推测降低体温的好处主要是基于新陈代谢需求的减少。然而,研究表明,降低危重病人的体温与改善治疗效果无关。此外,还有一些数据支持将体温调节(治疗性热疗)作为感染患者的辅助治疗策略:本研究旨在确定体温对因肺炎、败血症和入院时气管抽吸阳性而接受机械通气的重症监护病房(ICU)患者治疗过程的影响:我们进行了一项单中心回顾性研究。我们对所有患者的核心体温进行了测量。我们分析了入住重症监护室后 48 小时内的平均温度与重症监护室治疗参数之间的关系。此外,我们还将患者分为三组:ICU 入院一周后气管吸出物呈阴性的患者(P-N 组)、ICU 入院一周后气管吸出物中含有不同病原体的患者(P-HAP 组)和 ICU 入院一周后气管吸出物中含有持续病原体的患者(P-P 组)。我们确定了体温差异和旨在调节体温的干预措施:我们观察到,与未存活的患者相比,存活至出院的患者在入住 ICU 后 48 小时内的平均气温明显更高(平均气温 37.2 °C,标差 1 °C;平均气温 36.9 °C,标差 1.6 °C;P=.04)。我们观察到,ICU 入院后头 48 小时的平均温度与治疗前 7 天的机械通气天数(ρ=-0.090;P=.30)、治疗前 7 天的去甲肾上腺素日平均最大需求量(ρ=-0.029;P=.80)、ICU 治疗前 7 天的平均最大 FiO2(ρ=0.040;P=.70)、ICU 治疗前 7 天的肾脏替代治疗需求(平均 37.3 °C,SD 1.4 °C vs 平均 37.0 °C,SD 1.3 °C;P=.23)。在另一项分析中,我们观察到 P-N 组的扑热息痛使用量明显增加(平均 1.0 克,标定值 1.1 克 vs 平均 0.4 克,标定值 0.7 克 vs 平均 0.4 克,标定值 0.8 克;P=.009),P-N 组患者在入住 ICU 后的头 24 小时内更多地使用主动降温(n=11,44% vs n=14,33.3% vs n=16,32%;P=.57),不同患者组之间的 ICU 治疗参数没有其他显著差异:我们观察到,在进入重症监护室后的最初 48 小时内体温较高的患者存活率较高;但是,我们观察到其他治疗参数没有变化。同样,我们也观察到在入住重症监护室一周后气管吸出物呈阴性的患者使用扑热息痛的情况更多。我们的研究结果支持对肺炎和脓毒症插管患者采取耐受温度的策略。
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引用次数: 0
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:
{"title":"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.","authors":"Malik Sallam, Muna Barakat, Mohammed Sallam","doi":"10.2196/54704","DOIUrl":"10.2196/54704","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;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.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study aimed to develop a preliminary checklist to standardize the reporting of generative AI-based studies in health care education and practice.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;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.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;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&lt;.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).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;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","PeriodicalId":51757,"journal":{"name":"Interactive Journal of Medical Research","volume":" ","pages":"e54704"},"PeriodicalIF":1.9,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10905357/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139565233","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
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。
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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
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Interactive Journal of Medical Research
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