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Benefits of Clinical Decision Support Systems for the Management of Noncommunicable Chronic Diseases: Targeted Literature Review. 临床决策支持系统对非传染性慢性病管理的益处:有针对性的文献综述。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-27 DOI: 10.2196/58036
Klaudia Grechuta, Pedram Shokouh, Ahmad Alhussein, Dirk Müller-Wieland, Juliane Meyerhoff, Jeremy Gilbert, Sneha Purushotham, Catherine Rolland
<p><strong>Background: </strong>Clinical decision support systems (CDSSs) are designed to assist in health care delivery by supporting medical practice with clinical knowledge, patient information, and other relevant types of health information. CDSSs are integral parts of health care technologies assisting in disease management, including diagnosis, treatment, and monitoring. While electronic medical records (EMRs) serve as data repositories, CDSSs are used to assist clinicians in providing personalized, context-specific recommendations derived by comparing individual patient data to evidence-based guidelines.</p><p><strong>Objective: </strong>This targeted literature review (TLR) aimed to identify characteristics and features of both stand-alone and EMR-integrated CDSSs that influence their outcomes and benefits based on published scientific literature.</p><p><strong>Methods: </strong>A TLR was conducted using the Embase, MEDLINE, and Cochrane databases to identify data on CDSSs published in a 10-year frame (2012-2022). Studies on computerized, guideline-based CDSSs used by health care practitioners with a focus on chronic disease areas and reporting outcomes for CDSS utilization were eligible for inclusion.</p><p><strong>Results: </strong>A total of 49 publications were included in the TLR. Studies predominantly reported on EMR-integrated CDSSs (ie, connected to an EMR database; n=32, 65%). The implementation of CDSSs varied globally, with substantial utilization in the United States and within the domain of cardio-renal-metabolic diseases. CDSSs were found to positively impact "quality assurance" (n=35, 69%) and provide "clinical benefits" (n=20, 41%), compared to usual care. Among CDSS features, treatment guidance and flagging were consistently reported as the most frequent elements for enhancing health care, followed by risk level estimation, diagnosis, education, and data export. The effectiveness of a CDSS was evaluated most frequently in primary care settings (n=34, 69%) across cardio-renal-metabolic disease areas (n=32, 65%), especially in diabetes (n=13, 26%). Studies reported CDSSs to be commonly used by a mixed group (n=27, 55%) of users including physicians, specialists, nurses or nurse practitioners, and allied health care professionals.</p><p><strong>Conclusions: </strong>Overall, both EMR-integrated and stand-alone CDSSs showed positive results, suggesting their benefits to health care providers and potential for successful adoption. Flagging and treatment recommendation features were commonly used in CDSSs to improve patient care; other features such as risk level estimation, diagnosis, education, and data export were tailored to specific requirements and collectively contributed to the effectiveness of health care delivery. While this TLR demonstrated that both stand-alone and EMR-integrated CDSSs were successful in achieving clinical outcomes, the heterogeneity of included studies reflects the evolving nature of this research
背景:临床决策支持系统(CDSS)旨在通过临床知识、患者信息和其他相关类型的健康信息为医疗实践提供支持,从而协助提供医疗服务。临床决策支持系统是医疗保健技术不可或缺的组成部分,有助于疾病管理,包括诊断、治疗和监测。电子病历(EMR)是数据存储库,而 CDSS 则用于协助临床医生提供个性化、针对具体情况的建议,这些建议是通过将患者个人数据与循证指南进行比较而得出的:这项有针对性的文献综述(TLR)旨在根据已发表的科学文献,确定影响其结果和效益的独立 CDSS 和 EMR 集成 CDSS 的特征和特点:使用 Embase、MEDLINE 和 Cochrane 数据库进行 TLR,以确定 10 年内(2012-2022 年)发表的 CDSS 数据。符合纳入条件的研究涉及医疗从业人员使用的基于指南的计算机化 CDSS,重点关注慢性疾病领域,并报告 CDSS 的使用结果:结果:共有 49 篇出版物被纳入 TLR。研究主要报告了与EMR集成的CDSS(即连接到EMR数据库;n=32,65%)。CDSS在全球的实施情况各不相同,在美国和心肾代谢疾病领域的使用率很高。与常规护理相比,CDSS 对 "质量保证"(35 人,69%)和 "临床效益"(20 人,41%)产生了积极影响。在 CDSS 的功能中,治疗指导和标记一直被认为是加强医疗保健的最常见要素,其次是风险水平估计、诊断、教育和数据输出。对 CDSS 的有效性进行评估最多的是初级保健(34 项,占 69%)和心肾代谢疾病(32 项,占 65%),尤其是糖尿病(13 项,占 26%)。研究报告称,CDSS通常由混合用户群体(n=27,55%)使用,包括医生、专科医生、护士或执业护师以及专职医疗保健专业人员:总体而言,整合了电子病历的 CDSS 和独立的 CDSS 都取得了积极的成果,表明它们对医疗服务提供者有益,并有可能被成功采用。标示和治疗建议功能通常用于 CDSS,以改善患者护理;其他功能,如风险水平估计、诊断、教育和数据导出,则是根据具体要求定制的,共同促进了医疗保健服务的有效性。虽然本 TLR 表明独立的 CDSS 和集成 EMR 的 CDSS 都能成功实现临床效果,但所纳入研究的异质性反映了这一研究领域不断发展的性质,强调了进一步纵向研究的必要性,以阐明可能影响其在现实世界中应用的各个方面。
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引用次数: 0
Homestay Hosting Dynamics and Refugee Well-Being: Scoping Review. 寄宿家庭的接待动态与难民的福祉:范围审查。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-25 DOI: 10.2196/58613
Areej Al-Hamad, Yasin Mohammad Yasin, Kateryna Metersky, Sepali Guruge, Grace Jung, Khadija Mahsud

Background: Homestay accommodations aim to support a smoother transition for refugees; yet, the intricate nature of relationships between refugees and their hosting families can make this process complex, which, in turn, can affect their health and well-being. It is crucial to grasp the experiences of both refugees and their host families in order to foster effective settlement, integration, and well-being.

Objective: The purpose of this scoping review is to explore the dynamics of homestay or hosting with a focus on understanding the experiences of both refugees and their hosting families to identify gaps in the literature and propose directions for future research.

Methods: We used the Joanna Briggs Institute methodology and followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist to guide this scoping review. Searches were conducted in MEDLINE via EBSCO, Scopus via OVID, CINAHL, SOCIndex, Web of Science Core Collection, ProQuest Dissertations and Theses, the SciELO Citation Index, and APA PsycInfo. Literature written in English and published from 2011 to 2024 that focused on homestay hosting contexts for refugees was included.

Results: The results of this review illuminate the multifaceted and dynamic nature of homestay hosting for refugees. The findings include motivations and barriers for homestay hosting, factors influencing host-refugee relations, and psychological and social outcomes of homestay hosting.

Conclusions: The results of this scoping review demonstrated the need for tailored support for refugees to improve homestay programs for the benefit of both refugees and host families and highlighted the need of more inclusive, supportive, and effective strategies for the hosting, resettlement, and integration of refugees.

International registered report identifier (irrid): RR2-10.2196/56242.

背景:寄宿家庭旨在帮助难民更顺利地过渡;然而,难民与其寄宿家庭之间错综复杂的关系可能会使这一过程变得复杂,进而影响他们的健康和福祉。为了促进有效的安置、融合和福祉,掌握难民及其收容家庭的经历至关重要:本综述旨在探讨寄宿或接待的动态变化,重点是了解难民及其接待家庭的经历,从而找出文献中的不足之处,并提出未来研究的方向:我们采用乔安娜-布里格斯研究所(Joanna Briggs Institute)的方法,并遵循 PRISMA-ScR(系统性综述和元分析的首选报告项目扩展至范围界定综述)核对表来指导此次范围界定综述。检索范围包括 EBSCO 的 MEDLINE、OVID 的 Scopus、CINAHL、SOCIndex、Web of Science Core Collection、ProQuest Dissertations and Theses、SciELO Citation Index 和 APA PsycInfo。结果:本次综述的结果阐明了难民寄宿家庭的多面性和动态性。研究结果包括家庭寄宿的动机和障碍、影响寄宿者与难民关系的因素以及家庭寄宿的心理和社会结果:本次范围界定研究的结果表明,有必要为难民提供量身定制的支持,以改善寄宿家庭项目,使难民和寄宿家庭都能从中受益,并强调了在接待、安置和融入难民方面需要更具包容性、支持性和有效性的战略:RR2-10.2196/56242。
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引用次数: 0
Whole-Body Cryotherapy Reduces Systemic Inflammation in Healthy Adults: Pilot Cohort Study. 全身冷冻疗法可减轻健康成年人的全身炎症:试点队列研究
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-22 DOI: 10.2196/60942
Elizabeth Chun, Richard Joseph, Rachele Pojednic

Background: Chronically elevated inflammation is implicated in many conditions, including obesity, metabolic syndrome, and cardiovascular disease, and has been associated with increased mortality risk. Whole-body cryotherapy (W-BC) is a promising modality to treat inflammation with demonstrated benefits for clinical subpopulations including those with arthritis, obesity, and type 2 diabetes. However, it is unclear whether the benefit from W-BC extends to healthy individuals prior to chronic disease-related inflammation. In addition, the long-term durability of W-BC effect is unknown.

Objective: This study investigates the inflammatory response to W-BC in healthy adults with a biomarker of inflammation, high-sensitivity C-reactive protein (hsCRP), and clinical biomarkers of metabolism including fasting glucose, hemoglobin A1c (HbA1c), low-density lipoprotein (LDL) and high-density lipoprotein (HDL), and triglycerides.

Methods: Fifteen individuals (n=9 female) participated in frequent recreational W-BC (3 minutes of cold exposure at -110 ℃) over approximately 9 months and had blood draws at baseline plus follow-up visits. Biomarkers were modeled as linear functions of W-BC sessions received in the month prior to blood draw.

Results: The mean amount of W-BC received was 6.78 (SD 4.26) times per month with the cumulative total ranging from 13 to 157 W-BC sessions over the course of the study. On average, participants completed 1-2 sessions per week throughout the intervention. The number of W-BC sessions were associated with decreased hsCRP (-0.14 mg/L in hsCRP per W-BC session; P<.01) and with durability of up to 9 months. Increased W-BC was also associated with a downward trend in fasting glucose. This trend failed to reach significance at 1 month (-0.73 mg/dL in fasting glucose per W-BC session; P<.10) but was significant for 2- and 3-month windows (P<.05). HbA1c was increased significantly after 9 months (P<.01); however, the change occurred within normal ranges (difference=0.13% and <5.7%) and was not clinically significant. There was no association between W-BC and LDL cholesterol, HDL cholesterol, or triglycerides (P>.10), although LDL trended lower over the time period examined (P=.07).

Conclusions: These results suggest that W-BC beneficially impacts systemic inflammation by lowering hsCRP levels in healthy individuals and may also have some modulating effect on fasting glucose.

背景:炎症长期升高与肥胖、代谢综合征和心血管疾病等多种疾病有关,并与死亡风险增加相关。全身冷冻疗法(W-BC)是一种很有前景的治疗炎症的方法,已证明对包括关节炎、肥胖症和 2 型糖尿病患者在内的临床亚人群有益。然而,目前还不清楚 W-BC 的益处是否会扩展到慢性疾病相关炎症之前的健康人群。此外,W-BC 效果的长期持久性也不得而知:本研究通过炎症的生物标志物高敏 C 反应蛋白(hsCRP)和代谢的临床生物标志物(包括空腹血糖、血红蛋白 A1c(HbA1c)、低密度脂蛋白(LDL)、高密度脂蛋白(HDL)和甘油三酯)来调查健康成年人对 W-BC 的炎症反应:15 人(9 名女性)在大约 9 个月的时间里参加了频繁的娱乐性 W-BC 活动(3 分钟-110 ℃低温暴露),并在基线和随访时进行了抽血。生物标志物被模拟为抽血前一个月所接受的W-BC次数的线性函数:结果:参与者平均每月接受 6.78 次 W-BC(标准差为 4.26),在整个研究过程中,累计次数从 13 次到 157 次不等。在整个干预过程中,参与者平均每周完成 1-2 次治疗。W-BC疗程的次数与hsCRP的下降有关(每次W-BC疗程的hsCRP为-0.14毫克/升;9个月后P1c显著增加(P.10),尽管低密度脂蛋白在研究期间呈下降趋势(P=.07):这些结果表明,W-BC 可通过降低健康人的 hsCRP 水平对全身炎症产生有益影响,还可能对空腹血糖产生一定的调节作用。
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引用次数: 0
Social Cohesion and COVID-19: Integrative Review. 社会凝聚力与 COVID-19:综合评论。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-21 DOI: 10.2196/51214
Paul Ware

Background: Nations of considerable wealth and sophisticated health care infrastructures have experienced high rates of illness and death from COVID-19. Others with limited economic means and less developed health systems have achieved much lower burdens. To build a full understanding, an appraisal of the contribution of social relationships is necessary. Social cohesion represents a promising conceptual tool.

Objective: This study aimed to examine scholarship on social cohesion during the COVID-19 pandemic: specifically, the constructions of social cohesion being deployed, the variables chosen for representation, and the effects of and on social cohesion being reported.

Methods: The PubMed, Scopus, and JSTOR databases were searched for relevant journal articles and gray literature. A total of 100 studies met the inclusion criteria. Data were extracted and analyzed from these using spreadsheet software.

Results: Several constructions of social cohesion were found. These concerned interpersonal relationships, sameness and difference, collective action, perceptions or emotions of group members, structures and institutions of governance, locally or culturally specific versions, and hybrid or multidimensional models. Social cohesion was reported to be influential on health outcomes, health behaviors, resilience, and emotional well-being, but there was some potential for it to drive undesirable outcomes. Scholarship reported increases or decreases in quantitative measures of social cohesion, a temporary "rally round the flag" effect early in the pandemic, the variable impacts of policy on social cohesion, and changing interpersonal relationships due to the pandemic conditions. There are numerous issues with the literature that reflect the well-documented limitations of popular versions of the concept.

Conclusions: Social cohesion has been used to express a range of different aspects of relationships during the pandemic. It is claimed to promote better health outcomes, more engagement with positive health behaviors, and greater resilience and emotional well-being. The literature presents a range of ways in which it has been altered by the pandemic conditions. There are significant weaknesses to this body of knowledge that greatly impede its overall quality.

背景:拥有大量财富和先进医疗基础设施的国家,COVID-19 的发病率和死亡率都很高。而一些经济实力有限、医疗系统欠发达的国家,COVID-19 的发病率和死亡率却低得多。为了建立全面的认识,有必要对社会关系的贡献进行评估。社会凝聚力是一个很有前景的概念工具:本研究旨在考察 COVID-19 大流行期间有关社会凝聚力的学术研究:特别是所采用的社会凝聚力构建、所选择的代表变量以及所报道的社会凝聚力的影响和对社会凝聚力的影响:在 PubMed、Scopus 和 JSTOR 数据库中搜索了相关的期刊论文和灰色文献。共有 100 项研究符合纳入标准。使用电子表格软件对其中的数据进行了提取和分析:结果:发现了几种社会凝聚力的构建方式。它们涉及人际关系、同一性和差异性、集体行动、群体成员的认知或情感、治理结构和机构、地方或文化特定版本,以及混合或多维模型。据报告,社会凝聚力对健康结果、健康行为、复原力和情感幸福都有影响,但也有可能导致不良结果。学者们报告了社会凝聚力定量指标的增减、大流行病早期的暂时性 "团结一致 "效应、政策对社会凝聚力的不同影响以及大流行病条件下人际关系的变化。文献中存在许多问题,这些问题反映了流行概念的局限性:社会凝聚力被用来表达大流行病期间人际关系的一系列不同方面。据称,社会凝聚力能促进更好的健康结果、更多参与积极的健康行为以及更强的复原力和情感健康。文献介绍了大流行病条件下改变凝聚力的一系列方式。这套知识体系存在重大缺陷,极大地影响了其整体质量。
{"title":"Social Cohesion and COVID-19: Integrative Review.","authors":"Paul Ware","doi":"10.2196/51214","DOIUrl":"10.2196/51214","url":null,"abstract":"<p><strong>Background: </strong>Nations of considerable wealth and sophisticated health care infrastructures have experienced high rates of illness and death from COVID-19. Others with limited economic means and less developed health systems have achieved much lower burdens. To build a full understanding, an appraisal of the contribution of social relationships is necessary. Social cohesion represents a promising conceptual tool.</p><p><strong>Objective: </strong>This study aimed to examine scholarship on social cohesion during the COVID-19 pandemic: specifically, the constructions of social cohesion being deployed, the variables chosen for representation, and the effects of and on social cohesion being reported.</p><p><strong>Methods: </strong>The PubMed, Scopus, and JSTOR databases were searched for relevant journal articles and gray literature. A total of 100 studies met the inclusion criteria. Data were extracted and analyzed from these using spreadsheet software.</p><p><strong>Results: </strong>Several constructions of social cohesion were found. These concerned interpersonal relationships, sameness and difference, collective action, perceptions or emotions of group members, structures and institutions of governance, locally or culturally specific versions, and hybrid or multidimensional models. Social cohesion was reported to be influential on health outcomes, health behaviors, resilience, and emotional well-being, but there was some potential for it to drive undesirable outcomes. Scholarship reported increases or decreases in quantitative measures of social cohesion, a temporary \"rally round the flag\" effect early in the pandemic, the variable impacts of policy on social cohesion, and changing interpersonal relationships due to the pandemic conditions. There are numerous issues with the literature that reflect the well-documented limitations of popular versions of the concept.</p><p><strong>Conclusions: </strong>Social cohesion has been used to express a range of different aspects of relationships during the pandemic. It is claimed to promote better health outcomes, more engagement with positive health behaviors, and greater resilience and emotional well-being. The literature presents a range of ways in which it has been altered by the pandemic conditions. There are significant weaknesses to this body of knowledge that greatly impede its overall quality.</p>","PeriodicalId":51757,"journal":{"name":"Interactive Journal of Medical Research","volume":"13 ","pages":"e51214"},"PeriodicalIF":1.9,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11621721/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142689545","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
Patient Profile and Cost Savings of Long-Term Care in a Spanish Hospital: Retrospective Observational Study. 西班牙医院长期护理的患者概况和成本节约:回顾性观察研究
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-19 DOI: 10.2196/64248
José Joaquín Mira, Daniel García-Torres, María Del Mar Bonell-Guerrero, Ana Isabel Cáceres-Sevilla, Martina Ramirez-Sanz, Rosa Martínez-Lleo, Concepción Carratalá

Background: Long-term care hospitals have been considered an efficient response to the health care needs of an increasingly aging population. These centers are expected to contribute to better hospital bed management and more personalized care for patients needing continuous care. The evaluation of their outcomes is necessary after a sufficient period to assess their impact. Hospitals for Acute and Chronic Long-Term Extended Stay (HACLES) emerged in Spain in the late 20th century as a response to the aging population and the increase in chronic diseases.

Objective: This study aimed to analyze the profile of patients treated in a HACLES, particularly analyzing gender differences, and evaluate the cost savings associated with using these centers.

Methods: A retrospective study was conducted based on data from patients 65 years old or older admitted to a HACLES between 2022 and 2023. Gender, age, household cohabitation data, diagnosis and comorbidity, daily medication intake, and degree of dependency were obtained to describe the profile of patients who attended the HACLES. Data coded in SIA-Abucasis (version 37.00.03; Consellería Sanitat, Generalitat Valenciana; a digital medical record system used in the Valencian region) were reviewed, and descriptive statistics and comparison tests were used. The direct cost savings of HACLES admissions were calculated by comparing the daily cost of a general hospital bed with that of a HACLES bed.

Results: Data from 123 patients with a mean age of 77 years were analyzed. Most (n=81, 65.9%) had a cohabiting family member as their primary caregiver. Palliative care was the most frequent reason for admission (n=75, 61%). The mortality rate (odds ratio [OR] 61.8, 95% CI 53.2-70.5) was similar between men and women (OR 54.1, 95% CI 47.8-71.5 vs OR 59.7, 95% CI 42.2-66.0; P=.23). The cognitive assessment, using the Pfeiffer scale, improved at discharge (mean 3.2, SD 3.2 vs mean 2.5, SD 3.1; P=.003). The length of stay was significantly larger for patients who returned home compared with patients discharged to other facilities (mean 89.8, SD 58.2 versus mean 33.1, SD 43.1 days; P<.001). The direct cost savings were estimated at US $42,614,846 per 1000 admissions.

Conclusions: Patients typically treated in HACLES are older, with a high level of cognitive impairment and physical dependency, and a significant proportion are in palliative care, highlighting the importance of adapting care to the individual needs of the admitted patients. The HACLES model contributes to the sustainability of the public health system.

背景:长期护理医院被认为是对日益老龄化的人口的医疗需求的有效回应。预计这些中心将有助于更好地管理医院床位,并为需要持续护理的病人提供更加个性化的护理。有必要在足够长的时间后对其成果进行评估,以评估其影响。西班牙的急慢性长期住院医院(HACLES)兴起于 20 世纪末,是为了应对人口老龄化和慢性病的增加:本研究旨在分析在 HACLES 接受治疗的患者情况,尤其是分析性别差异,并评估使用这些中心所节省的成本:根据 2022 年至 2023 年期间入住 HACLES 的 65 岁及以上患者的数据进行了一项回顾性研究。研究人员获取了性别、年龄、家庭同居数据、诊断和合并症、每日药物摄入量和依赖程度,以描述入住 HACLES 的患者的概况。对 SIA-Abucasis(37.00.03 版;瓦伦西亚大区卫生局;瓦伦西亚大区使用的数字病历系统)中的编码数据进行了审查,并使用了描述性统计和比较测试。通过比较普通医院病床与 HACLES 病床的每日费用,计算出 HACLES 住院所节省的直接费用:分析了 123 名患者的数据,他们的平均年龄为 77 岁。大多数患者(81 人,65.9%)的主要照顾者是同居家庭成员。姑息治疗是最常见的入院原因(75 人,61%)。男性和女性的死亡率(几率比 [OR] 61.8,95% CI 53.2-70.5)相似(OR 54.1,95% CI 47.8-71.5 vs OR 59.7,95% CI 42.2-66.0;P=0.23)。出院时,使用费弗量表进行的认知评估结果有所改善(平均 3.2,标定值 3.2 vs 平均 2.5,标定值 3.1;P=.003)。与出院到其他机构治疗的患者相比,回家治疗的患者住院时间明显更长(平均89.8天,标化58.2天;平均33.1天,标化43.1天;P=0.003):在 HACLES 接受治疗的患者通常年龄较大,认知障碍和身体依赖程度较高,其中很大一部分患者需要接受姑息治疗,这凸显了根据入院患者的个人需求调整护理的重要性。HACLES 模式有助于公共卫生系统的可持续发展。
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引用次数: 0
Benefits and Risks of AI in Health Care: Narrative Review. 人工智能在医疗保健领域的益处与风险:叙述性评论。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-18 DOI: 10.2196/53616
Margaret Chustecki

Background: The integration of artificial intelligence (AI) into health care has the potential to transform the industry, but it also raises ethical, regulatory, and safety concerns. This review paper provides an in-depth examination of the benefits and risks associated with AI in health care, with a focus on issues like biases, transparency, data privacy, and safety.

Objective: This study aims to evaluate the advantages and drawbacks of incorporating AI in health care. This assessment centers on the potential biases in AI algorithms, transparency challenges, data privacy issues, and safety risks in health care settings.

Methods: Studies included in this review were selected based on their relevance to AI applications in health care, focusing on ethical, regulatory, and safety considerations. Inclusion criteria encompassed peer-reviewed articles, reviews, and relevant research papers published in English. Exclusion criteria included non-peer-reviewed articles, editorials, and studies not directly related to AI in health care. A comprehensive literature search was conducted across 8 databases: OVID MEDLINE, OVID Embase, OVID PsycINFO, EBSCO CINAHL Plus with Full Text, ProQuest Sociological Abstracts, ProQuest Philosopher's Index, ProQuest Advanced Technologies & Aerospace, and Wiley Cochrane Library. The search was last updated on June 23, 2023. Results were synthesized using qualitative methods to identify key themes and findings related to the benefits and risks of AI in health care.

Results: The literature search yielded 8796 articles. After removing duplicates and applying the inclusion and exclusion criteria, 44 studies were included in the qualitative synthesis. This review highlights the significant promise that AI holds in health care, such as enhancing health care delivery by providing more accurate diagnoses, personalized treatment plans, and efficient resource allocation. However, persistent concerns remain, including biases ingrained in AI algorithms, a lack of transparency in decision-making, potential compromises of patient data privacy, and safety risks associated with AI implementation in clinical settings.

Conclusions: In conclusion, while AI presents the opportunity for a health care revolution, it is imperative to address the ethical, regulatory, and safety challenges linked to its integration. Proactive measures are required to ensure that AI technologies are developed and deployed responsibly, striking a balance between innovation and the safeguarding of patient well-being.

背景:将人工智能(AI)融入医疗保健领域有可能改变整个行业,但同时也会引发道德、监管和安全方面的问题。本综述论文深入探讨了人工智能在医疗保健领域的优势和风险,重点关注偏见、透明度、数据隐私和安全性等问题:本研究旨在评估将人工智能应用于医疗保健的利弊。评估的重点是人工智能算法中的潜在偏差、透明度挑战、数据隐私问题以及医疗环境中的安全风险:本综述根据人工智能在医疗保健领域应用的相关性,重点关注伦理、监管和安全方面的考虑因素,筛选出纳入本综述的研究。纳入标准包括同行评议文章、综述以及以英语发表的相关研究论文。排除标准包括非同行评审文章、社论以及与医疗保健领域的人工智能没有直接关系的研究。我们在 8 个数据库中进行了全面的文献检索:OVID MEDLINE、OVID Embase、OVID PsycINFO、EBSCO CINAHL Plus with Full Text、ProQuest Sociological Abstracts、ProQuest Philosopher's Index、ProQuest Advanced Technologies & Aerospace 和 Wiley Cochrane Library。检索的最后更新日期为 2023 年 6 月 23 日。我们采用定性方法对检索结果进行了综合,以确定与人工智能在医疗保健领域的益处和风险有关的关键主题和发现:文献检索共获得 8796 篇文章。在去除重复文章并应用纳入和排除标准后,44 项研究被纳入定性综述。本综述强调了人工智能在医疗保健领域的重要前景,例如通过提供更准确的诊断、个性化的治疗方案和高效的资源分配来改善医疗保健服务。然而,持续存在的问题依然存在,包括人工智能算法中根深蒂固的偏见、决策缺乏透明度、患者数据隐私可能受到损害以及在临床环境中实施人工智能所带来的安全风险:总之,虽然人工智能为医疗保健革命带来了机遇,但当务之急是解决与其整合相关的伦理、监管和安全挑战。需要采取积极措施,确保负责任地开发和部署人工智能技术,在创新和保障患者福祉之间取得平衡。
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引用次数: 0
Knowledge, Attitudes, and Behaviors Toward Salt Consumption and Its Association With 24-Hour Urinary Sodium and Potassium Excretion in Adults Living in Mexico City: Cross-Sectional Study. 墨西哥城成年人对食盐消费的认识、态度和行为及其与 24 小时尿钠和尿钾排泄量的关系:横断面研究。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-18 DOI: 10.2196/57265
Gabriela Gutiérrez-Salmeán, Paola Vanessa Miranda-Alatriste, Patricio Benítez-Alday, Luis Enrique Orozco-Rivera, Nurit Islas-Vargas, Ángeles Espinosa-Cuevas, Ricardo Correa-Rotter, Eloisa Colin-Ramirez
<p><strong>Background: </strong>The World Health Organization recommends a daily sodium intake of less than 2000 mg for adults; however, the Mexican population, like many others globally, consumes more sodium than this recommended amount. Excessive sodium intake is often accompanied by inadequate potassium intake. The association between knowledge, attitudes, and behaviors (KAB) and actual sodium intake has yielded mixed results across various populations. In Mexico, however, salt/sodium-related KAB and its relationship with sodium and potassium intake have not been evaluated.</p><p><strong>Objective: </strong>This study primarily aims to describe salt/sodium-related KAB in a Mexican population and, secondarily, to explore the association between KAB and 24-hour urinary sodium and potassium excretion.</p><p><strong>Methods: </strong>We conducted a cross-sectional study in an adult population from Mexico City and the surrounding metropolitan area. Self-reported KAB related to salt/sodium intake was assessed using a survey developed by the Pan American Health Organization. Anthropometric measurements were taken, and 24-hour urinary sodium and potassium excretion levels were determined. Descriptive statistics were stratified by sex and presented as means (SD) or median (25th-75th percentiles) for continuous variables, and as absolute and relative frequencies for categorical variables. The associations between KAB and sodium and potassium excretion were assessed using analysis of covariance, adjusting for age, sex, BMI, and daily energy intake as covariates, with the Šidák correction applied for multiple comparisons.</p><p><strong>Results: </strong>Overall, 232 participants were recruited (women, n=184, 79.3%). The mean urinary sodium and potassium excretion were estimated to be 2582.5 and 1493.5 mg/day, respectively. A higher proportion of men did not know the amount of sodium they consumed compared with women (12/48, 25%, vs 15/184, 8.2%, P=.01). More women reported knowing that there is a recommended amount for daily sodium intake than men (46/184, 25%, vs 10/48, 20.8%, P=.02). Additionally, more than half of men (30/48, 62.5%) reported never or rarely reading food labels, compared with women (96/184, 52.1%, P=.04). Better salt/sodium-related KAB was associated with higher adjusted mean sodium and potassium excretion. For example, mean sodium excretion was 3011.5 (95% CI 2640.1-3382.9) mg/day among participants who reported knowing the difference between salt and sodium, compared with 2592.8 (95% CI 2417.2-2768.3) mg/day in those who reported not knowing this difference (P=.049). Similarly, potassium excretion was 1864.9 (95% CI 1669.6-2060.3) mg/day for those who knew the difference, compared with 1512.5 (95% CI 1420.1-1604.8) mg/day for those who did not (P=.002). Additionally, higher urinary sodium excretion was observed among participants who reported consuming too much sodium (3216.0 mg/day, 95% CI 2867.1-3565.0 mg/day) compared with those wh
背景:世界卫生组织建议成人每日钠摄入量低于 2000 毫克;然而,与全球许多其他国家一样,墨西哥人的钠摄入量超过了这一建议量。钠摄入量过高往往伴随着钾摄入量不足。在不同人群中,知识、态度和行为 (KAB) 与实际钠摄入量之间的关联研究结果不一。然而,在墨西哥,与盐/钠有关的 KAB 及其与钠和钾摄入量之间的关系尚未得到评估:本研究的主要目的是描述墨西哥人群中与盐/钠相关的 KAB,其次是探讨 KAB 与 24 小时尿钠和钾排泄量之间的关系:我们对墨西哥城及周边大都会地区的成年人群进行了一项横断面研究。通过泛美卫生组织制定的一项调查,评估了与盐/钠摄入量有关的自我报告 KAB。研究人员还测量了人体测量数据,并测定了 24 小时尿钠和尿钾排泄水平。描述性统计按性别分层,连续变量以平均值(标清)或中位数(第 25-75 百分位数)表示,分类变量以绝对频率和相对频率表示。使用协方差分析评估了 KAB 与钠和钾排泄量之间的关系,并将年龄、性别、体重指数和每日能量摄入量作为协变量进行了调整,同时对多重比较进行了希达克校正:共招募了 232 名参与者(女性,184 人,占 79.3%)。据估计,尿钠和尿钾的平均排泄量分别为 2582.5 毫克/天和 1493.5 毫克/天。与女性相比,不知道自己钠摄入量的男性比例更高(12/48,25% vs 15/184,8.2%,P=.01)。与男性相比,更多女性表示知道每日钠摄入量有推荐值(46/184,25% vs 10/48,20.8%,P=.02)。此外,与女性(96/184,52.1%,P=.04)相比,超过一半的男性(30/48,62.5%)表示从未或很少阅读食品标签。较好的盐/钠相关 KAB 与较高的调整后平均钠和钾排泄量有关。例如,报告知道盐和钠之间区别的参与者的平均钠排泄量为 3011.5(95% CI 2640.1-3382.9)毫克/天,而报告不知道这种区别的参与者的平均钠排泄量为 2592.8(95% CI 2417.2-2768.3)毫克/天(P=0.049)。同样,知道这种差异的人的钾排泄量为 1864.9(95% CI 1669.6-2060.3)毫克/天,而不知道这种差异的人的钾排泄量为 1512.5(95% CI 1420.1-1604.8)毫克/天(P=.002)。此外,与声称摄入适量的参与者(2584.3 毫克/天,95% CI 2384.9-2783.7 毫克/天,P=.01)相比,报告摄入过多钠的参与者尿钠排泄量更高(3216.0 毫克/天,95% CI 2867.1-3565.0 毫克/天):本研究样本中,与盐/钠相关的KAB较差。此外,KAB 对钾排泄的影响大于对钠排泄的影响,这表明需要采取更多策略来改善与盐/钠摄入相关的 KAB。此外,考虑其他旨在改变食物中钠含量的策略也很重要。
{"title":"Knowledge, Attitudes, and Behaviors Toward Salt Consumption and Its Association With 24-Hour Urinary Sodium and Potassium Excretion in Adults Living in Mexico City: Cross-Sectional Study.","authors":"Gabriela Gutiérrez-Salmeán, Paola Vanessa Miranda-Alatriste, Patricio Benítez-Alday, Luis Enrique Orozco-Rivera, Nurit Islas-Vargas, Ángeles Espinosa-Cuevas, Ricardo Correa-Rotter, Eloisa Colin-Ramirez","doi":"10.2196/57265","DOIUrl":"10.2196/57265","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;The World Health Organization recommends a daily sodium intake of less than 2000 mg for adults; however, the Mexican population, like many others globally, consumes more sodium than this recommended amount. Excessive sodium intake is often accompanied by inadequate potassium intake. The association between knowledge, attitudes, and behaviors (KAB) and actual sodium intake has yielded mixed results across various populations. In Mexico, however, salt/sodium-related KAB and its relationship with sodium and potassium intake have not been evaluated.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;This study primarily aims to describe salt/sodium-related KAB in a Mexican population and, secondarily, to explore the association between KAB and 24-hour urinary sodium and potassium excretion.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We conducted a cross-sectional study in an adult population from Mexico City and the surrounding metropolitan area. Self-reported KAB related to salt/sodium intake was assessed using a survey developed by the Pan American Health Organization. Anthropometric measurements were taken, and 24-hour urinary sodium and potassium excretion levels were determined. Descriptive statistics were stratified by sex and presented as means (SD) or median (25th-75th percentiles) for continuous variables, and as absolute and relative frequencies for categorical variables. The associations between KAB and sodium and potassium excretion were assessed using analysis of covariance, adjusting for age, sex, BMI, and daily energy intake as covariates, with the Šidák correction applied for multiple comparisons.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Overall, 232 participants were recruited (women, n=184, 79.3%). The mean urinary sodium and potassium excretion were estimated to be 2582.5 and 1493.5 mg/day, respectively. A higher proportion of men did not know the amount of sodium they consumed compared with women (12/48, 25%, vs 15/184, 8.2%, P=.01). More women reported knowing that there is a recommended amount for daily sodium intake than men (46/184, 25%, vs 10/48, 20.8%, P=.02). Additionally, more than half of men (30/48, 62.5%) reported never or rarely reading food labels, compared with women (96/184, 52.1%, P=.04). Better salt/sodium-related KAB was associated with higher adjusted mean sodium and potassium excretion. For example, mean sodium excretion was 3011.5 (95% CI 2640.1-3382.9) mg/day among participants who reported knowing the difference between salt and sodium, compared with 2592.8 (95% CI 2417.2-2768.3) mg/day in those who reported not knowing this difference (P=.049). Similarly, potassium excretion was 1864.9 (95% CI 1669.6-2060.3) mg/day for those who knew the difference, compared with 1512.5 (95% CI 1420.1-1604.8) mg/day for those who did not (P=.002). Additionally, higher urinary sodium excretion was observed among participants who reported consuming too much sodium (3216.0 mg/day, 95% CI 2867.1-3565.0 mg/day) compared with those wh","PeriodicalId":51757,"journal":{"name":"Interactive Journal of Medical Research","volume":"13 ","pages":"e57265"},"PeriodicalIF":1.9,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11612592/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142669579","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
Visual Modeling Languages in Patient Pathways: Scoping Review. 病人路径中的可视化建模语言:范围审查。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-15 DOI: 10.2196/55865
Binyam Bogale, Märt Vesinurm, Paul Lillrank, Elisabeth Gulowsen Celius, Ragnhild Halvorsrud
<p><strong>Background: </strong>Patient pathways (PPs) are presented as a panacea solution to enhance health system functions. It is a complex concept that needs to be described and communicated well. Modeling plays a crucial role in promoting communication, fostering a shared understanding, and streamlining processes. Only a few existing systematic reviews have focused on modeling methods and standardized modeling languages. There remains a gap in consolidated knowledge regarding the use of diverse visual modeling languages.</p><p><strong>Objective: </strong>This scoping review aimed to compile visual modeling languages used to represent PPs, including the justifications and the context in which a modeling language was adopted, adapted, combined, or developed.</p><p><strong>Methods: </strong>After initial experimentation with the keywords used to describe the concepts of PPs and visual modeling languages, we developed a search strategy that was further refined and customized to the major databases identified as topically relevant. In addition, we consulted gray literature and conducted hand searches of the referenced articles. Two reviewers independently screened the articles in 2 stages using preset inclusion criteria, and a third reviewer voted on the discordance. Data charting was done using an iteratively developed form in the Covidence software. Descriptive and thematic summaries were presented following rounds of discussion to produce the final report.</p><p><strong>Results: </strong>Of 1838 articles retrieved after deduplication, 22 satisfied our inclusion criteria. Clinical pathway is the most used phrase to represent the PP concept, and most papers discussed the concept without providing their operational definition. We categorized the visual modeling languages into five categories: (1) general purpose-modeling language (GPML) adopted without major extension or modification, (2) GPML used with formal extension recommendations, (3) combination of 2 or more modeling languages, (4) a developed domain-specific modeling language (DSML), and (5) ontological modeling languages. The justifications for adopting, adapting, combining, and developing visual modeling languages varied accordingly and ranged from versatility, expressiveness, tool support, and extensibility of a language to domain needs, integration, and simplification.</p><p><strong>Conclusions: </strong>Various visual modeling languages were used in PP modeling, each with varying levels of abstraction and granularity. The categorization we made could aid in a better understanding of the complex combination of PP and modeling languages. Standardized GPMLs were used with or without any modifications. The rationale to propose any modification to GPMLs evolved as more evidence was presented following requirement analyses to support domain constructs. DSMLs are infrequently used due to their resource-intensive development, often initiated at a project level. The justifications provided an
背景:患者路径(PPs)被视为增强医疗系统功能的灵丹妙药。这是一个复杂的概念,需要很好地描述和沟通。建模在促进沟通、增进共识和简化流程方面发挥着至关重要的作用。只有少数现有的系统性综述关注建模方法和标准化建模语言。在使用各种可视化建模语言方面,综合知识仍然存在空白:本次范围界定综述旨在汇编用于表示参与计划的可视化建模语言,包括采用、改编、组合或开发建模语言的理由和背景:方法:在对用于描述保障措施和可视化建模语言概念的关键词进行初步尝试之后,我们制定了一种搜索策略,并对该策略进行了进一步完善和调整,使其适用于与主题相关的主要数据库。此外,我们还查阅了灰色文献,并对参考文章进行了人工检索。两位审稿人使用预设的纳入标准分两个阶段独立筛选文章,第三位审稿人对不一致的文章进行投票。数据图表是通过 Covidence 软件中反复开发的表格完成的。经过多轮讨论后,提交描述性和主题性摘要,形成最终报告:结果:在经过去重后检索到的 1838 篇文章中,有 22 篇符合我们的纳入标准。临床路径是代表PP概念使用最多的短语,大多数论文在讨论这一概念时并未提供其操作定义。我们将可视化建模语言分为五类:(1) 未经重大扩展或修改而采用的通用建模语言 (GPML),(2) 经正式扩展建议而使用的 GPML,(3) 两种或多种建模语言的组合,(4) 已开发的特定领域建模语言 (DSML),以及 (5) 本体论建模语言。采用、改编、组合和开发可视化建模语言的理由也各不相同,从语言的通用性、表现力、工具支持和可扩展性到领域需求、集成和简化:结论: PP建模过程中使用了多种可视化建模语言,每种语言的抽象程度和粒度各不相同。我们所做的分类有助于更好地理解密钥和建模语言的复杂组合。无论是否经过修改,我们都使用了标准化的 GPML。对 GPML 进行任何修改的理由是,在进行需求分析以支持领域构造之后,我们发现了更多的证据。由于 DSML 的开发需要大量资源,而且通常是在项目层面启动,因此很少使用 DSML。所提供的理由和 DSML 的创建背景至关重要。未来的研究应根据建模需求的范围和目标,评估使用可视化建模语言促进利益相关者之间PP交流的利弊,并使用评估框架来确定、修改或开发这些语言。
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引用次数: 0
Dropout in a Longitudinal Survey of Amazon Mechanical Turk Workers With Low Back Pain: Observational Study. 对患有腰痛的亚马逊 Mechanical Turk 工作者进行的纵向调查中的辍学现象:观察研究。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-11 DOI: 10.2196/58771
Nabeel Qureshi, Ron D Hays, Patricia M Herman

Background: Surveys of internet panels such as Amazon's Mechanical Turk (MTurk) are common in health research. Nonresponse in longitudinal studies can limit inferences about change over time.

Objective: This study aimed to (1) describe the patterns of survey responses and nonresponse among MTurk members with back pain, (2) identify factors associated with survey response over time, (3) assess the impact of nonresponse on sample characteristics, and (4) assess how well inverse probability weighting can account for differences in sample composition.

Methods: We surveyed adult MTurk workers who identified as having back pain. We report participation trends over 3 survey waves and use stepwise logistic regression to identify factors related to survey participation in successive waves.

Results: A total of 1678 adults participated in wave 1. Of those, 983 (59%) participated in wave 2 and 703 (42%) in wave 3. Participants who did not drop out took less time to complete previous surveys (30 min vs 35 min in wave 1, P<.001; 24 min vs 26 min in wave 2, P=.02) and reported having fewer health conditions (5.88 vs 6.6, P<.001). In multivariate models predicting responding at wave 2, lower odds of participation were associated with more time to complete the baseline survey (odds ratio [OR] 0.98, 95% CI 0.97-0.99), being Hispanic (compared with non-Hispanic, OR 0.69, 95% CI 0.49-0.96), having a bachelor's degree as their terminal degree (compared with all other levels of education, OR 0.58, 95% CI 0.46-0.73), having more pain interference and intensity (OR 0.75, 95% CI 0.64-0.89), and having more health conditions. In contrast, older respondents (older than 45 years age compared with 18-24 years age) were more likely to respond to the wave 2 survey (OR 2.63 and 3.79, respectively) and those whose marital status was divorced (OR 1.81) and separated (OR 1.77) were also more likely to respond to the wave 2 survey. Weighted analysis showed slight differences in sample demographics and conditions and larger differences in pain assessments, particularly for those who responded to wave 2.

Conclusions: Longitudinal studies on MTurk have large, differential dropouts between waves. This study provided information about the individuals more likely to drop out over time, which can help researchers prepare for future surveys.

背景:对亚马逊的 Mechanical Turk (MTurk) 等互联网小组进行调查在健康研究中很常见。纵向研究中的无响应会限制对随时间变化的推断:本研究旨在:(1) 描述患有背痛的 MTurk 会员的调查回复和非回复模式;(2) 确定与调查回复随时间变化相关的因素;(3) 评估非回复对样本特征的影响;(4) 评估反概率加权法在多大程度上可以解释样本组成的差异:我们调查了 MTurk 上自称有背痛的成年员工。我们报告了 3 次调查的参与趋势,并使用逐步逻辑回归法确定了与连续调查参与相关的因素:共有 1678 名成人参与了第一轮调查。其中,983 人(59%)参加了第 2 次调查,703 人(42%)参加了第 3 次调查。没有退出的参与者完成前几次调查所需的时间较短(第 1 次为 30 分钟,第 3 次为 35 分钟):关于 MTurk 的纵向研究在不同波次之间存在大量不同的退出情况。本研究提供了关于哪些人在一段时间内更有可能退出的信息,这有助于研究人员为未来的调查做好准备。
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引用次数: 0
Methods Used in Co-Creation Within the Health CASCADE Co-Creation Database and Gray Literature: Systematic Methods Overview. 在健康 CASCADE 共创数据库和灰色文献中使用的共创方法:系统方法概述。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2024-11-11 DOI: 10.2196/59772
Danielle Marie Agnello, George Balaskas, Artur Steiner, Sebastien Chastin
<p><strong>Background: </strong>Co-creation is increasingly recognized for its potential to generate innovative solutions, particularly in addressing complex and wicked problems in public health. Despite this growing recognition, there are no standards or recommendations for method use in co-creation, leading to confusion and inconsistency. While some studies have examined specific methods, a comprehensive overview is lacking, limiting the collective understanding and ability to make informed decisions about the most appropriate methods for different contexts and research objectives.</p><p><strong>Objective: </strong>This study aimed to systematically compile and analyze methods used in co-creation to enhance transparency and deepen understanding of how co-creation is practiced.</p><p><strong>Methods: </strong>To enhance transparency and deepen understanding of how co-creation is practiced, this study systematically inventoried and analyzed methods used in co-creation. We conducted a systematic methods overview, applying 2 parallel processes: one within the peer-reviewed Health CASCADE Co-Creation Database and another within gray literature. An artificial intelligence-assisted recursive search strategy, coupled with a 2-step screening process, ensured that we captured relevant methods. We then extracted method names and conducted textual, comparative, and bibliometric analyses to assess the content, relationship between methods, fields of research, and the methodological underpinnings of the included sources.</p><p><strong>Results: </strong>We examined a total of 2627 academic papers and gray literature sources, with the literature primarily drawn from health sciences, medical research, and health services research. The dominant methodologies identified were co-creation, co-design, coproduction, participatory research methodologies, and public and patient involvement. From these sources, we extracted and analyzed 956 co-creation methods, noting that only 10% (n=97) of the methods overlap between academic and gray literature. Notably, 91.3% (230/252) of the methods in academic literature co-occurred, often involving combinations of multiple qualitative methods. The most frequently used methods in academic literature included surveys, focus groups, photo voice, and group discussion, whereas gray literature highlighted methods such as world café, focus groups, role-playing, and persona.</p><p><strong>Conclusions: </strong>This study presents the first systematic overview of co-creation methods, providing a clear understanding of the diverse methods currently in use. Our findings reveal a significant methodological gap between researchers and practitioners, offering insights into the relative prevalence and combinations of methods. By shedding light on these methods, this study helps bridge the gap and supports researchers in making informed decisions about which methods to apply in their work. Additionally, it offers a foundation for further investi
背景:共同创造因其产生创新解决方案的潜力而日益得到认可,尤其是在解决公共卫生领域复杂而棘手的问题时。尽管人们的认识在不断提高,但在共同创造方法的使用方面却没有标准或建议,这导致了混乱和不一致。虽然有些研究对特定方法进行了研究,但缺乏全面的概述,这限制了对不同背景和研究目标最合适方法的集体理解和做出明智决策的能力:本研究旨在系统梳理和分析共同创造中使用的方法,以提高透明度,加深对共同创造实践方式的理解:为了提高透明度,加深对共同创造实践方式的理解,本研究对共同创造中使用的方法进行了系统的梳理和分析。我们进行了一次系统的方法概述,采用了两个并行流程:一个是同行评审的健康 CASCADE 共同创造数据库,另一个是灰色文献。人工智能辅助递归搜索策略与两步筛选流程相结合,确保了我们能够捕捉到相关方法。然后,我们提取了方法名称,并进行了文本、比较和文献计量分析,以评估所收录来源的内容、方法之间的关系、研究领域和方法论基础:我们共研究了 2627 篇学术论文和灰色文献资料,文献主要来自健康科学、医学研究和健康服务研究。主要方法包括共同创造、共同设计、共同生产、参与式研究方法以及公众和患者参与。从这些来源中,我们提取并分析了 956 种共同创造方法,注意到只有 10%(n=97)的方法在学术文献和灰色文献之间有重叠。值得注意的是,91.3%(230/252)的方法在学术文献中同时出现,通常涉及多种定性方法的组合。学术文献中最常使用的方法包括调查、焦点小组、照片声音和小组讨论,而灰色文献则强调了世界咖啡馆、焦点小组、角色扮演和角色扮演等方法:本研究首次对共同创造方法进行了系统概述,使人们对目前使用的各种方法有了清晰的了解。我们的研究结果揭示了研究者和实践者之间在方法论上的巨大差距,为了解各种方法的相对普遍性和组合提供了见解。通过揭示这些方法,本研究有助于缩小差距,并支持研究人员在工作中应用哪些方法时做出明智的决定。此外,它还为进一步调查共同创造中的方法使用情况奠定了基础。这项系统性调查对于任何从事共同创造或类似参与式方法研究的人来说都是一项宝贵的资源,有助于浏览各种方法的不同景观。
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Interactive Journal of Medical Research
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