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The Effect of Workplace Violence on the Health of Healthcare Workers: Empirical Evidence From a Multicenter Cross-Sectional Study in China. 工作场所暴力对医护人员健康的影响:来自中国多中心横断面研究的经验证据
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-27 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608523
Tao Luo, Xiumei Tang, Li Ma, Weimin Li

Objectives: To investigate the causal relationship between workplace violence and health outcomes among healthcare workers, addressing gaps in evidence on its mechanisms and heterogeneous effects.

Methods: A nationally representative cohort of 4,255 Chinese healthcare workers was surveyed via four-stage stratified sampling. Causal effects were estimated using multiple linear models and ordered logit model, with robustness checks via propensity score matching and instrumental variables to mitigate endogeneity.

Results: Workplace violence reduces the probability of healthcare workers experiencing improved health by 12.9% (p = 0.000), with this effect persisting even after considering endogeneity. Physical violence had the most substantial impact, while psychological and verbal violence also contributed. Professional values mediated the effect. Vulnerable subgroups included women, younger workers, lower-ranking staff, and non-tertiary hospital employees.

Conclusion: This study provides causal evidence that workplace violence undermines the health of healthcare workers, with implications for hospital policies and occupational safety standards. Interventions should prioritize physical violence prevention, support for high-risk groups, and value-based resilience training.

目的:调查工作场所暴力与医护人员健康结果之间的因果关系,解决其机制和异质性效应方面的证据差距。方法:采用四阶段分层抽样方法,对具有全国代表性的4255名中国医护人员进行调查。使用多元线性模型和有序logit模型估计因果效应,并通过倾向得分匹配和工具变量进行稳健性检查,以减轻内生性。结果:工作场所暴力使医护人员健康状况改善的概率降低了12.9% (p = 0.000),即使考虑了内生性,这种影响仍然存在。身体暴力的影响最大,心理暴力和语言暴力也有影响。职业价值观起到了中介作用。弱势亚群体包括妇女、年轻工人、低级职员和非三级医院雇员。结论:本研究提供了因果证据,表明工作场所暴力损害了医护人员的健康,对医院政策和职业安全标准具有影响。干预措施应优先考虑身体暴力预防、对高危人群的支持以及基于价值的复原力培训。
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引用次数: 0
Digital Health Literacy Among Immigrants in Spain: Implications for Health Equity and Policies. 西班牙移民的数字健康素养:对健康公平和政策的影响。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-24 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608436
Inés Rey Hidalgo, Ana Fernández-Feito, Sarah Wamala Andersson, Cristina Fernández García, Beatrice Avagnina, Marta María Pisano-Gónzalez

Objectives: The objective of this study was to qualitatively explore the experiences of immigrants in Spain using the internet for health-related purposes, while identifying the barriers, needs, and opportunities within the context of digital health literacy.

Methods: 24 individuals with immigrant backgrounds in Spain participated in semi-structured interviews guided by a participatory framework. Data were analysed using qualitative content analysis.

Results: Immigrants perceive digital health literacy as a valuable tool for empowering them to take a more active role in managing their health. However, socio-economic and cultural barriers such as language limitations and low levels of education were identified. Key needs included improvements in health platforms, particularly regarding access, content and security. Participants advocate for greater involvement from healthcare providers and strategic stakeholders to better adapt services to immigrant communities.

Conclusion: This study provides valuable insights for policymakers, offering evidence-based approaches for inclusive strategies to enhance digital health literacy. It also emphasizes the necessity of policies tailored to the specific health needs of immigrant populations, aiming to reduce health inequalities.

目的:本研究的目的是定性地探讨西班牙移民为健康相关目的使用互联网的经验,同时确定数字健康素养背景下的障碍、需求和机会。方法:24名具有西班牙移民背景的个人参加了由参与式框架指导的半结构化访谈。采用定性内容分析法对资料进行分析。结果:移民认为数字健康素养是一种有价值的工具,使他们能够在管理自己的健康方面发挥更积极的作用。然而,社会经济和文化障碍,如语言限制和教育水平低,已被确认。主要需求包括改进保健平台,特别是在获取、内容和安全方面。与会者主张医疗保健提供者和战略利益攸关方更多地参与,以便更好地使服务适应移民社区。结论:本研究为政策制定者提供了有价值的见解,为提高数字卫生素养的包容性战略提供了循证方法。它还强调必须制定适合移民人口具体保健需要的政策,以减少保健不平等现象。
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引用次数: 0
Corrigendum: Three Decades of Adolescent Health: Unveiling Global Trends Across 41 Countries in Psychological and Somatic Complaints (1994-2022). 勘误:青少年健康三十年:揭示41个国家心理和身体疾病的全球趋势(1994-2022)。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-23 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1609116
Karen Schrijvers, Alina Cosma, Thomas Potrebny, Einar Thorsteinsson, Carolina Catunda, Franziska Reiss, Sabina Hulbert, Michaela Kostičová, Marina Melkumova, Michela Bersia, Helena Jeriček Klanšček, Tania Gaspar, Maxim Dierckens

[This corrects the article DOI: 10.3389/ijph.2024.1607774.].

[这更正了文章DOI: 10.3389/ijph.2024.1607774.]。
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引用次数: 0
Unhealthy Ultra-Processed Food Consumption in Children and Adolescents Living in the Mediterranean Area: The DELICIOUS Project. 地中海地区儿童和青少年不健康的超加工食品消费:DELICIOUS项目。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-21 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608318
Alice Rosi, Francesca Giampieri, Osama Abdelkarim, Mohamed Aly, Achraf Ammar, Evelyn Frias-Toral, Juancho Pons, Laura Vázquez-Araújo, Alessandro Scuderi, Nunzia Decembrino, Alice Leonardi, Fernando Maniega Legarda, Lorenzo Monasta, Ana Mata, Adrián Chacón, Pablo Busó, Giuseppe Grosso

Objectives: This study addressed the consumption of ultra-processed foods (UPFs) formulated with excess of energy/fats/sugars (hence deemed as unhealthy) and factors associated with it in children and adolescents living in 5 Mediterranean countries participating to the DELICIOUS (UnDErstanding consumer food choices & promotion of healthy and sustainable Mediterranean diet and LIfestyle in Children and adolescents through behavIOUral change actionS) project.

Methods: A total of 2011 parents of children and adolescents (6-17 years) participated in a survey exploring their children's frequency consumption of unhealthy UPFs and demographic, eating, and lifestyle habits.

Results: Most children consumed unhealthy UPFs daily: higher intake was associated with being older and with obesity, as well as higher parental education and younger age. Children eating more frequently out of home and with a higher number of meals were also more likely to consume unhealthier UPF. Moreover, more screen time and a lower healthy lifestyle score were associated with higher unhealthy UPF consumption.

Conclusion: consumption of unhealthy UPFs seems to be preeminent in children and adolescents living in the Mediterranean area and associated with an overall unhealthy lifestyle.

目的:本研究针对参与DELICIOUS(通过行为改变行动了解消费者的食物选择和促进儿童和青少年健康和可持续的地中海饮食和生活方式)项目的5个地中海国家的儿童和青少年食用含有过量能量/脂肪/糖(因此被认为是不健康的)的超加工食品(upf)及其相关因素。方法:对2011名6-17岁儿童和青少年家长进行调查,了解其子女不健康upf的消费频次及人口统计学、饮食习惯和生活习惯。结果:大多数儿童每天摄入不健康的upf:较高的摄入量与年龄和肥胖、父母教育程度较高和年龄较小有关。经常在外面吃饭和吃饭次数较多的儿童也更有可能食用不健康的UPF。此外,屏幕时间越长,健康生活方式得分越低,不健康的UPF消费越高。结论:在地中海地区的儿童和青少年中,不健康的upf消费似乎尤为突出,并与整体不健康的生活方式有关。
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引用次数: 0
Mediating Role of Internet Use in Cognitive-Depressive Pathways: A Random Intercept Cross-Lagged Panel Modeling Approach. 互联网使用在认知抑郁通路中的中介作用:随机截距交叉滞后面板建模方法。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-21 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608478
Zhichao Wang, Zhongliang Zhou, Jiao Lu, Xinyue Zhang, Xiaohui Zhai, Yan Zhuang

Objectives: Prior work has identified an inverse relationship between depression and cognition in older adults, but the mechanisms underlying this association remain unclear. This study investigated whether internet use mediates this relationship in middle-aged and older adults.

Methods: Data were drawn from the China Health and Retirement Longitudinal Study (CHARLS) from 2015 to 2020 (n = 9,610). The Random Intercept Cross-Lagged Panel Model (RI-CLPM) with mediation analysis was used; subgroup analyses were conducted for middle-aged (45-64) and older (65+) adults.

Results: At the between-person level, a significant negative correlation was found between cognitive function and depressive symptoms. Within-person analysis revealed a bidirectional relationship: poorer cognitive function predicted increased depressive symptoms (β* = -0.080, p < 0.001), and conversely, increased depressive symptoms predicted poorer cognitive function (β* = -0.019, p < 0.05). Internet use partially mediated this relationship, accounting for 8.58% and 9.69% of the total effects, respectively. This mediating effect was stronger in middle-aged adults than in older adults.

Conclusion: These results emphasize the continued importance of exploring multidisciplinary interventions to mitigate depressive symptoms and delay cognitive decline in middle-aged and older adult populations.

目的:先前的工作已经确定了老年人抑郁和认知之间的反比关系,但这种关联的机制尚不清楚。本研究调查了网络使用是否在中老年人群中起到中介作用。方法:数据来自2015 - 2020年中国健康与退休纵向研究(CHARLS) (n = 9,610)。采用随机截距交叉滞后面板模型(RI-CLPM)进行中介分析;对中年人(45-64岁)和老年人(65岁以上)进行亚组分析。结果:在人际水平上,认知功能与抑郁症状呈显著负相关。人体内分析显示双向关系:较差的认知功能预测抑郁症状增加(β* = -0.080, p < 0.001),相反,抑郁症状增加预测较差的认知功能(β* = -0.019, p < 0.05)。网络使用部分中介了这一关系,分别占总效应的8.58%和9.69%。这种中介效应在中年人中强于老年人。结论:这些结果强调了探索多学科干预对减轻中老年人群抑郁症状和延缓认知能力下降的持续重要性。
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引用次数: 0
How Does Subjective Social Status Associate With Depression Among the Labor Force Population in China? - Analysis of the Mediation Effect Based on the Sense of Social Equity. 中国劳动人口主观社会地位与抑郁症的关系——基于社会公平感的中介效应分析
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-17 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1607942
Hong Zhang, Xiaohui Ren, Yongzhao Zhou

Objectives: With the rising prevalence of depression and its growing disease burden, and given that few studies have examined the link between subjective social status (SSS) and depression among the labor force, this study aimed to explore the association between SSS and depression in the workforce and to examine potential mediating factors.

Methods: We analyzed data from the 2018 China Labor-force Dynamic Survey, with a final sample of 10,065 participants. Depression was assessed using the 20-item Center for Epidemiologic Studies Depression (CES-D) scale. SSS was measured via the MacArthur Scale. Linear regression models examined the association between SSS and depression, while structural equation modeling tested the mediating effect of sense of social equity.

Results: In total, 12.37% of participants were identified as having probable depression. SSS was significantly associated with depression (β = -0.08, P < 0.05). Sense of social equity accounted for approximately 33% of the total effect.

Conclusion: Among China's labor force population, SSS is independently related to depression, and sense of social equity plays an important mediating role. Depression in the labor force - those with low SSS - warrants greater attention.

目的:随着抑郁症患病率的上升和疾病负担的增加,鉴于很少有研究考察劳动力主观社会地位(SSS)与抑郁之间的联系,本研究旨在探讨SSS与劳动力抑郁之间的关系,并研究潜在的中介因素。方法:我们分析了2018年中国劳动力动态调查的数据,最终样本为10065人。抑郁症的评估采用20项流行病学研究中心抑郁量表(CES-D)。通过麦克阿瑟量表测量SSS。线性回归模型检验了SSS与抑郁之间的关系,结构方程模型检验了社会公平感的中介作用。结果:总共有12.37%的参与者被确定为可能患有抑郁症。SSS与抑郁显著相关(β = -0.08, P < 0.05)。社会公平感约占总效应的33%。结论:在中国劳动人口中,社会安全感与抑郁存在独立的相关关系,社会公平感在其中起着重要的中介作用。劳动力中的抑郁——那些SSS较低的人——值得更多的关注。
{"title":"How Does Subjective Social Status Associate With Depression Among the Labor Force Population in China? - Analysis of the Mediation Effect Based on the Sense of Social Equity.","authors":"Hong Zhang, Xiaohui Ren, Yongzhao Zhou","doi":"10.3389/ijph.2025.1607942","DOIUrl":"10.3389/ijph.2025.1607942","url":null,"abstract":"<p><strong>Objectives: </strong>With the rising prevalence of depression and its growing disease burden, and given that few studies have examined the link between subjective social status (SSS) and depression among the labor force, this study aimed to explore the association between SSS and depression in the workforce and to examine potential mediating factors.</p><p><strong>Methods: </strong>We analyzed data from the 2018 China Labor-force Dynamic Survey, with a final sample of 10,065 participants. Depression was assessed using the 20-item Center for Epidemiologic Studies Depression (CES-D) scale. SSS was measured via the MacArthur Scale. Linear regression models examined the association between SSS and depression, while structural equation modeling tested the mediating effect of sense of social equity.</p><p><strong>Results: </strong>In total, 12.37% of participants were identified as having probable depression. SSS was significantly associated with depression (<i>β</i> = -0.08, <i>P</i> < 0.05). Sense of social equity accounted for approximately 33% of the total effect.</p><p><strong>Conclusion: </strong>Among China's labor force population, SSS is independently related to depression, and sense of social equity plays an important mediating role. Depression in the labor force - those with low SSS - warrants greater attention.</p>","PeriodicalId":14322,"journal":{"name":"International Journal of Public Health","volume":"70 ","pages":"1607942"},"PeriodicalIF":2.4,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12575211/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145430983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Food Insecurity and Loneliness in the Former Soviet Countries. 前苏联国家的粮食不安全与孤独。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-17 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608397
Andrew Stickley, Naoki Kondo, Tomiki Sumiyoshi, Mall Leinsalu, Vladislav Ruchkin, Roman Koposov, Yosuke Inoue, Martin McKee

Objectives: To examine the association between food insecurity (FI) and loneliness in countries of the former Soviet Union (FSU).

Methods: Data were analysed from 15,568 adults in Armenia, Azerbaijan, Belarus, Georgia, Kazakhstan, Kyrgyzstan, Moldova, Russia, and Ukraine, collected in the Health in Times of Transition (HITT) survey in 2010-2011. Information was obtained on both FI and loneliness with single-item measures. Logistic regression was used to examine associations.

Results: In a fully adjusted analysis, moderate (OR: 1.35, 95% CI: 1.16-1.57) and severe FI (OR: 1.94, 95% CI: 1.58-2.38) were associated with significantly higher odds of loneliness in the pooled sample. In sex- and age-stratified analyses, severe FI was associated with loneliness in all population subgroups, with odds ratios ranging from 1.69 to 1.99. However, moderate FI was linked to loneliness in only three of the five subgroups. In further analyses, FI was associated with loneliness in six of the nine countries.

Conclusion: FI is associated with loneliness in FSU countries. Efforts to increase food security in these countries may be important for improving physical and psychological well-being among adults in the general population.

目的:研究前苏联(FSU)国家粮食不安全(FI)与孤独感之间的关系。方法:对2010-2011年过渡时期健康(HITT)调查中收集的来自亚美尼亚、阿塞拜疆、白俄罗斯、格鲁吉亚、哈萨克斯坦、吉尔吉斯斯坦、摩尔多瓦、俄罗斯和乌克兰的15568名成年人的数据进行分析。通过单项测量获得FI和孤独感的信息。使用逻辑回归来检验相关性。结果:在一项完全校正分析中,在合并样本中,中度(OR: 1.35, 95% CI: 1.16-1.57)和重度FI (OR: 1.94, 95% CI: 1.58-2.38)与较高的孤独感发生率相关。在性别和年龄分层分析中,在所有人群亚组中,严重FI与孤独感相关,比值比为1.69至1.99。然而,在5个亚组中,只有3个亚组的中度FI与孤独感有关。在进一步的分析中,FI与9个国家中的6个国家的孤独感有关。结论:FI与FSU国家的孤独感有关。这些国家加强粮食安全的努力可能对改善一般人口中成年人的身心健康很重要。
{"title":"Food Insecurity and Loneliness in the Former Soviet Countries.","authors":"Andrew Stickley, Naoki Kondo, Tomiki Sumiyoshi, Mall Leinsalu, Vladislav Ruchkin, Roman Koposov, Yosuke Inoue, Martin McKee","doi":"10.3389/ijph.2025.1608397","DOIUrl":"10.3389/ijph.2025.1608397","url":null,"abstract":"<p><strong>Objectives: </strong>To examine the association between food insecurity (FI) and loneliness in countries of the former Soviet Union (FSU).</p><p><strong>Methods: </strong>Data were analysed from 15,568 adults in Armenia, Azerbaijan, Belarus, Georgia, Kazakhstan, Kyrgyzstan, Moldova, Russia, and Ukraine, collected in the Health in Times of Transition (HITT) survey in 2010-2011. Information was obtained on both FI and loneliness with single-item measures. Logistic regression was used to examine associations.</p><p><strong>Results: </strong>In a fully adjusted analysis, moderate (OR: 1.35, 95% CI: 1.16-1.57) and severe FI (OR: 1.94, 95% CI: 1.58-2.38) were associated with significantly higher odds of loneliness in the pooled sample. In sex- and age-stratified analyses, severe FI was associated with loneliness in all population subgroups, with odds ratios ranging from 1.69 to 1.99. However, moderate FI was linked to loneliness in only three of the five subgroups. In further analyses, FI was associated with loneliness in six of the nine countries.</p><p><strong>Conclusion: </strong>FI is associated with loneliness in FSU countries. Efforts to increase food security in these countries may be important for improving physical and psychological well-being among adults in the general population.</p>","PeriodicalId":14322,"journal":{"name":"International Journal of Public Health","volume":"70 ","pages":"1608397"},"PeriodicalIF":2.4,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12575212/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145431428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trust Performance Indicators and Trust Stress Tests: A Conceptual Proposition for Trustworthy Health Data Spaces. 信任绩效指标和信任压力测试:可信赖健康数据空间的概念命题。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-16 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608708
Felix Gille, Paola Daniore, Laura Maaß, Federica Zavattaro

The development of trustworthy Health Data Spaces (HDS) is currently in the spotlight of digital health policy. Diverse stakeholders agree on the importance of trust for the adoption and legitimacy of HDS. This emphasis on trust has led to the development of conceptual work describing what trust in HDS entails, along with initial suggestions on how trust principles can be operationalized in HDS governance and architecture. In contrast, little research has been conducted on methods to evaluate the performance of trust-building principles and the overall trustworthiness of HDS. In response, we propose two distinct methodologies that share a common focus on assessing trustworthiness: A) Trust Performance Indicators collect routine data related to trust-building principles. B) Trust Stress Tests support the design of resilient HDS architectures by identifying potential future scenarios that could undermine their trustworthiness. Through these methodologies, we aim to contribute to the ongoing development of trustworthy HDS.

值得信赖的卫生数据空间(HDS)的发展目前是数字卫生政策的焦点。不同的利益相关者都认同信任对于HDS的采用和合法性的重要性。这种对信任的强调导致了概念性工作的发展,这些工作描述了HDS中的信任需要什么,以及关于如何在HDS治理和体系结构中实现信任原则的初步建议。相比之下,很少有研究对HDS的信任建设原则的绩效和整体可信度进行评估。作为回应,我们提出了两种不同的方法,它们共同关注评估可信度:a)信任绩效指标收集与信任建立原则相关的常规数据。B)信任压力测试通过识别可能破坏其可信度的潜在未来场景来支持弹性HDS架构的设计。通过这些方法,我们的目标是为值得信赖的HDS的持续发展做出贡献。
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引用次数: 0
Suicidality Among Healthcare Workers in Lebanon: Associations With Childhood Adversities Amid Recent Overlapping Crises. 在黎巴嫩的卫生保健工作者自杀:与儿童逆境在最近重叠危机的关联。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-13 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608725
Josleen Al Barathie, Mary-Lee Wakim, Joe Allabaky, Rayane Osman, Elie Karam

Objectives: Healthcare workers (HCWs) face heightened suicide risk due to occupational stressors and other proximal and distal factors. To our knowledge, this study is the first study in Lebanon and among the first globally to examine the association between childhood adversities and suicidality among HCWs within overlapping national crises.

Methods: We conducted a cross-sectional analysis of a cohort study among 390 HCWs in Lebanon. Using an online survey, data included sociodemographics, Beirut port blast, adulthood trauma, economic collapse, COVID-19, network/support, childhood adversities, mental health (PHQ-9/PCL-5), substance use, prior health and suicidality. Analyses in Stata used bivariate and stepwise logistic regressions to determine parsimonious predictors of suicidality in past-two-week and lifetime suicidality.

Results: Childhood emotional neglect and depression emerged significantly predicted suicidality in the past-two-weeks. Younger age, PTSD due to childhood trauma, PTSD related to a loved one's illness and depression were significantly associated with lifetime suicidality. Contrary to previous findings, COVID-19 stressors and financial difficulties were not retained in the final model.

Conclusion: HCWs suicidality is associated with early-life adversities and trauma. Findings highlight the need for targeted interventions.

目的:由于职业压力源和其他近端和远端因素,卫生保健工作者(HCWs)面临更高的自杀风险。据我们所知,这项研究是黎巴嫩的第一个研究,也是全球第一个研究在重叠的国家危机中卫生保健工作者的童年逆境与自杀之间关系的研究。方法:我们对黎巴嫩390名医护人员进行了一项队列研究的横断面分析。通过在线调查,数据包括社会人口统计学、贝鲁特港口爆炸、成年期创伤、经济崩溃、COVID-19、网络/支持、童年逆境、心理健康(PHQ-9/PCL-5)、药物使用、既往健康和自杀。Stata的分析使用双变量和逐步逻辑回归来确定过去两周和终生自杀倾向的简约预测因子。结果:儿童期情绪忽视和抑郁对过去两周的自杀行为有显著预测作用。年轻、童年创伤后应激障碍、与亲人疾病和抑郁相关的创伤后应激障碍与终生自杀显著相关。与之前的发现相反,最终模型中没有保留COVID-19压力因素和财务困难。结论:卫生保健工作者的自杀倾向与早期生活逆境和创伤有关。研究结果强调需要有针对性的干预措施。
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引用次数: 0
Generative Artificial Intelligence for Data Analysis: A Randomised Controlled Trial in a Public Health Research Institute. 数据分析的生成人工智能:公共卫生研究所的随机对照试验。
IF 2.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-10-01 eCollection Date: 2025-01-01 DOI: 10.3389/ijph.2025.1608572
Tafadzwa Dhokotera, Nandi Joubert, Aline Veillat, Christoph Pimmer, Karin Gross, Marco Waser, Jan Hattendorf, Julia Bohlius

Objective: To assess the competence of students and academic staff to use generative artificial intelligence (GenAI) as a tool in epidemiological data analyses in a randomised controlled trial (RCT).

Methods: We invited postgraduate students and academic staff at the Swiss Tropical and Public Health Institute to the RCT. Participants were randomized to analyse a simulated cross-sectional dataset using ChatGPT's code interpreter (integrated analysis arm) vs. a statistical software (R/Stata) with ChatGPT as a support tool (distributed analysis arm). The primary outcome was the trial task score (out of 17, using an assessment rubric). Secondary outcome was the time to complete the task.

Results: We invited 338 and randomized 31 participants equally to the two study arms and 30 participants submitted results. Overall, there was no statistically significant difference in mean task scores between the distributed analysis arm (8.5, ±4.6) and the integrated analysis arm (9.4, ±3.8), with a mean difference of 0.93 (p = 0.55). Mean task completion time was significantly shorter in the integrated analysis arm compared to the distributed analysis arm.

Conclusion: While ChatGPT offers advantages, its effective use requires a careful balance of GenAI capabilities and human expertise.

目的:通过一项随机对照试验(RCT),评估学生和学术人员使用生成人工智能(GenAI)作为流行病学数据分析工具的能力。方法:我们邀请瑞士热带和公共卫生研究所的研究生和学术人员参加随机对照试验。参与者被随机分配到使用ChatGPT的代码解释器(集成分析臂)和使用ChatGPT作为支持工具(分布式分析臂)的统计软件(R/Stata)来分析模拟横截面数据集。主要结果是试验任务得分(总分17分,使用评估标准)。次要结果是完成任务的时间。结果:我们邀请了338名参与者,并将31名参与者随机分为两个研究组,其中30名参与者提交了结果。总体而言,分布分析组(8.5,±4.6)与综合分析组(9.4,±3.8)的平均任务得分差异无统计学意义,平均差异为0.93 (p = 0.55)。与分布式分析组相比,集成分析组的平均任务完成时间显著缩短。结论:虽然ChatGPT具有优势,但其有效使用需要仔细平衡GenAI能力和人类专业知识。
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引用次数: 0
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