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Modeling COVID-19 response in Cuba: a hybrid approach combining agent-based modeling and time series analysis. 古巴COVID-19应对建模:基于主体的建模和时间序列分析相结合的混合方法
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-03 DOI: 10.1186/s12963-025-00433-6
Giuseppe Orlando, Michele Bufalo, Varvara Nazarova

The COVID-19 pandemic has disproportionately impacted vulnerable populations, such as low-income households, exacerbating existing health and economic challenges. In Cuba, the crisis exposed the effects of long-standing economic difficulties, worsened by sanctions, but the country's robust public health system and independent vaccine development enabled an effective response. This study addresses the gap in understanding how socio-economic factors and individual behaviors interact to influence disease spread. It proposes a hybrid, efficient, and parsimonious model combining ABM (Agent-Based Modeling) and ARIMAX (AutoRegressive Integrated Moving Average with eXogenous variables) time series analysis to forecast COVID-19 cases, offering valuable insights for policymakers to tailor interventions and enhance crisis management.

2019冠状病毒病大流行对低收入家庭等弱势群体的影响尤为严重,加剧了现有的卫生和经济挑战。在古巴,危机暴露了长期经济困难的影响,制裁加剧了经济困难,但该国强大的公共卫生系统和独立的疫苗开发使其能够有效应对。这项研究解决了在理解社会经济因素和个人行为如何相互作用影响疾病传播方面的差距。本文提出了一种结合ABM (Agent-Based Modeling)和ARIMAX (AutoRegressive Integrated Moving Average with外生变量)时间序列分析的混合、高效和简洁的模型来预测COVID-19病例,为政策制定者量身定制干预措施和加强危机管理提供了有价值的见解。
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引用次数: 0
Longitudinal analysis of psychometric properties of the Seattle Angina Questionnaire among patients who underwent coronary artery bypass grafting in Serbia. 塞尔维亚冠状动脉搭桥术患者西雅图心绞痛问卷心理测量特性的纵向分析。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-02 DOI: 10.1186/s12963-025-00431-8
Ivan Nesic, Petar Vukovic, Marko Kaitovic, Petar Tomic, Milica Ludoski, Jelena Dotlic, Aleksandra Sljivic, Tatjana Gazibara

Background: The psychometric properties of Seattle Angina Questionnaire (SAQ) have not been assessed longitudinally among people who underwent coronary artery bypass grafting (CABG). The purpose of this study was to examine psychometric characteristics of the SAQ in Serbian language in a cohort of patients who underwent CABG.

Methods: Study participants were recruited at the Department of Preoperative Patient Preparation, Clinic of Cardiac Surgery, Institute for Cardiovascular Diseases "Dedinje" (Belgrade, Serbia) from July 1, 2021 to December 31, 2023. The SAQ was administered at four time points: just before having CABG, 1, 6 and 12 months post-CABG. Also, the general health-related quality of life questionnaire Short Form-36 (SF-36) and Depression, Anxiety and Stress Scale-21 (DASS-21) were administered. Clinical parameters were retrieved from medical records.

Results: The study cohort included 192 participants (80.2% male, on average 64.5 ± 11.0 years old). Most α coefficients were good (> 0.70) or acceptable (> 0.60). Based on the correlations with clinical parameters, the criterion validity was good. Correlations with the SF-36 and depression and anxiety scores supported convergent and divergent validity, respectively. Based on the confirmatory factor analysis, the construct validity of the SAQ varied before and after CABG with regards to the ability to participate in high intensity activities and the angina occurrence, which was in line with the expected effect of CABG to free patients from angina, prolong survival and improve quality of life.

Conclusions: The SAQ in Serbian has good psychometric properties. However, the SAQ domains of Angina frequency and Quality of life were most applicable in the first month post-CABG, while Physical limitations domain was most applicable at 6 months and 12 months post-CABG.

背景:西雅图心绞痛问卷(SAQ)的心理测量特性尚未在接受冠状动脉旁路移植术(CABG)的人群中进行纵向评估。本研究的目的是检查一组接受冠状动脉搭桥术患者的塞尔维亚语SAQ的心理测量特征。方法:研究参与者于2021年7月1日至2023年12月31日在Dedinje(塞尔维亚贝尔格莱德)心血管疾病研究所心脏外科诊所术前患者准备部招募。SAQ在四个时间点进行:冠脉搭桥前、冠脉搭桥后1、6和12个月。此外,还进行了一般健康相关生活质量问卷短表-36 (SF-36)和抑郁、焦虑和压力量表-21 (DASS-21)。从医疗记录中检索临床参数。结果:研究队列共192人,其中男性80.2%,平均年龄64.5±11.0岁。大多数α系数为良好(> 0.70)或可接受(> 0.60)。基于与临床参数的相关性,该标准的效度较好。与SF-36和抑郁和焦虑评分的相关性分别支持收敛效度和发散效度。经验证性因子分析,CABG前后SAQ的构效度在高强度活动参与能力和心绞痛发生方面存在差异,符合CABG解除心绞痛、延长生存期、提高生活质量的预期效果。结论:塞尔维亚语SAQ量表具有良好的心理测量性质。然而,心绞痛频率和生活质量的SAQ域最适用于冠状动脉搭桥后第一个月,而身体限制域最适用于冠状动脉搭桥后6个月和12个月。
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引用次数: 0
Pre- and during -COVID-19 pandemic mortality trends and drivers in rural, coastal Kenya: findings from the Kaloleni-Rabai Health and Demographic Surveillance System. 肯尼亚沿海农村地区2019冠状病毒病大流行前和期间的死亡率趋势和驱动因素:Kaloleni-Rabai卫生和人口监测系统的调查结果
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-02 DOI: 10.1186/s12963-025-00434-5
Rosebella Iseme-Ondiek, Morris Ogero, Rachael Odhiambo, Beth Tippett Barr, Chodziwadziwa Kabudula, Jean J H Bashingwa, Anthony K Ngugi

Background: There is contradicting information regarding the effect of COVID-19 on mortality in African settings. Knowledge of the complete direct and indirect burden of COVID-19 on mortality is heavily reliant on the availability of a population-based surveillance system. Here we provide robust data on the effect of COVID-19 on mortality trends in a rural, coastal, Kenyan community.

Methods: A historical cohort study using data from the Kaloleni Rabai Health and Demographic Surveillance System was conducted with special focus on two discernible time periods representing the pre-COVID-19 (2018-2019) and COVID-19 (2020-2021) periods. Mortality rates were estimated as the total number of deaths divided by the person-time (years) at risk, accounting for attrition, and calculated separately for the two periods. A cox proportional hazards model was used to estimate the impact of COVID-19 on mortality.

Results: 1191 deaths occurred between 2018 and 2021. There was no significant change in overall mortality rates between pre-COVID-19 and COVID-19 periods (3.7 and 3.6 per 1000 person years at risk respectively, p = 0.74). Older age was significantly associated with mortality (a_HR: 1.05, 95% CI: 1.05-1.06; p < 0.001). However, an interaction term between age and time-period appeared to reverse this association (a_HR: 0.99, 95% CI: 0.99-1.00; p < 0.001).

Conclusions: Our findings suggest that although overall COVID-19 did not directly impact mortality rates within this rural population, the onset of the pandemic did appear to reverse and/or attenuate the impact of several risk factors on mortality. It is possible that COVID-19 brought health and wellness into sharp focus, making people more vigilant about their health, hygiene and associated preventive measures.

背景:关于COVID-19对非洲地区死亡率的影响,存在相互矛盾的信息。了解COVID-19对死亡率造成的全部直接和间接负担在很大程度上取决于是否有基于人群的监测系统。在这里,我们提供了关于COVID-19对肯尼亚农村、沿海社区死亡率趋势影响的可靠数据。方法:利用Kaloleni Rabai健康和人口监测系统的数据进行历史队列研究,特别关注代表COVID-19前(2018-2019)和COVID-19(2020-2021)时期的两个可识别时间段。死亡率估计为死亡总人数除以有风险的人时(年),考虑到减员,并在两个时期分别计算。采用cox比例风险模型估计COVID-19对死亡率的影响。结果:2018年至2021年期间发生了1191例死亡。在COVID-19前和COVID-19期间,总死亡率没有显著变化(每1000人年风险分别为3.7和3.6,p = 0.74)。年龄较大与死亡率显著相关(a_HR: 1.05, 95% CI: 1.05-1.06; p)结论:我们的研究结果表明,尽管总体上COVID-19没有直接影响农村人口的死亡率,但大流行的开始似乎逆转和/或减弱了几个危险因素对死亡率的影响。COVID-19可能使健康和保健成为人们关注的焦点,使人们对自己的健康、卫生和相关预防措施更加警惕。
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引用次数: 0
Modelling excess mortality from non-communicable diseases during wartime: application to the Gaza Strip, occupied Palestinian territories. 模拟战时非传染性疾病造成的超额死亡率:在被占领巴勒斯坦领土加沙地带的应用。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-26 DOI: 10.1186/s12963-025-00426-5
Hanan Abukmail, Zhixi Chen, Zeina Jamaluddine, Sarah Aly, Takeru Igusa, Paul B Spiegel, Francesco Checchi

Background: Patients with non-communicable diseases (NCDs) face multiple risks of excess mortality during wars. The Gaza Strip's health services have been severely disrupted by Israel's campaign since October 2023. We developed a modelling approach to project NCD excess mortality under three defined scenarios.

Methods: We projected excess mortality from cancer (lung, colorectal, and breast), cardiovascular disease, diabetes mellitus type 1 patients, and chronic kidney disease requiring haemodialysis from February 2024 to August 2024. We defined three scenarios of treatment coverage: (i) ceasefire, (ii) status quo, and (iii) escalation. We used pre-war incidence and prevalence data to probabilistically simulate deaths among patient cohorts exposed to varying time-dependent mortality depending on their treatment status. We subtracted the expected non-crisis mortality based on pre-war data to compute excess deaths.

Results: We projected 1,680, 2,480 and 2,680 excess deaths under the ceasefire, status quo and escalation scenarios, respectively, from February till August 2024, plus 1489 in the war's earlier phase. Most deaths were projected among individuals aged >50 years old and from ischaemic heart disease.

Conclusion: To our knowledge this is the first attempt to project NCD mortality in a live war setting, demonstrating potential impacts on NCD burden, particularly due to cardiovascular causes. The model focusses only on a subset of NCDs and neglects the impact of the crisis on disease progression, thereby plausibly underestimating actual mortality. It could inform better humanitarian resource allocation and service planning but requires refinement and improved parameterisation.

背景:非传染性疾病患者在战争期间面临着死亡率过高的多重风险。自2023年10月以来,以色列的运动严重扰乱了加沙地带的卫生服务。我们开发了一种建模方法,在三种确定的情景下预测非传染性疾病的超额死亡率。方法:我们预测2024年2月至2024年8月期间需要血液透析的癌症(肺癌、结肠直肠癌和乳腺癌)、心血管疾病、1型糖尿病患者和慢性肾病患者的额外死亡率。我们定义了治疗覆盖的三种情况:(i)停火,(ii)维持现状,(iii)升级。我们使用战前发病率和流行率数据,以概率模拟暴露于不同时间依赖性死亡率(取决于其治疗状态)的患者队列中的死亡。我们减去基于战前数据的预期非危机死亡率来计算超额死亡率。结果:我们预计,从2024年2月至8月,在停火、维持现状和升级情景下,死亡人数分别增加1,680人、2,480人和2,680人,加上战争早期阶段的1489人。预计大多数死亡发生在50岁和缺血性心脏病患者中。结论:据我们所知,这是第一次尝试在现场战争环境中预测非传染性疾病死亡率,证明对非传染性疾病负担的潜在影响,特别是由于心血管原因。该模型只关注非传染性疾病的一个子集,忽略了危机对疾病进展的影响,因此似乎低估了实际死亡率。它可以为更好的人道主义资源分配和服务规划提供信息,但需要改进和改进参数化。
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引用次数: 0
Disability weights measurement for 148 childhood health statuses in Hunan, China: a study based on face-to-face surveys. 湖南省148名儿童健康状况的残疾体重测量:基于面对面调查的研究
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-24 DOI: 10.1186/s12963-025-00417-6
Gang Tian, Simin He, Yiran Cui, Feixiang Zhou, Yulan Ma, Wenyang Yang, Jingliang Shuai, Qi Wang, Zhihao Deng, Yan Yan

Background: Disability weight (DW) quantifies the impact of disease impairments and symptoms on health statuses, and is a key parameter for estimating disease burden. In this study, we conducted an exploratory measurement of disability weights for common health states among children and adolescents in Hunan Province using a face-to-face survey methodology. This provides preliminary data to support the study of disease burden among this age group.

Methods: A household survey with face-to-face interviews was conducted to measure DWs for 148 children's health statuses. The questionnaire included 16 paired comparison (PC) questions and 3 population health equivalent (PHE) questions. Probit regression analysis was used to analyze PC responses, with probit regression results from the PC on the DW scale anchored using interval regression results from PHE responses.

Results: The DWs resulting from the study varied from 0.065 (95% uncertainty interval (UI): 0.047-0.087) for acute tonsillitis to 0.730 (UI: 0.709-0.750) for extremely severe intellectual developmental disorders. A comprehensive analysis shows that severe traumatic injuries, such as spinal cord injuries and amputations, as well as congenital defects like hearing loss, visual impairments, and intellectual disabilities, lead to higher DWs due to the long-lasting effects of permanent functional impairments. In contrast, minor bone fractures and transient infectious diseases result in lower DWs. The study demonstrates a high level of consistency in the comparative evaluations of various health outcomes across different sociodemographic characteristics.

Conclusions: The study strengthens the empirical basis for assessing DWs in children. The PC-PHE method for assessing the DWs of children and adolescents with various health conditions within the Hunan Province population demonstrated robust logic and severity discrimination, with stable results across different population characteristics.

残障体重(DW)量化了疾病损害和症状对健康状况的影响,是估计疾病负担的关键参数。在本研究中,我们采用面对面调查的方法对湖南省儿童和青少年常见健康状态的残疾权重进行了探索性测量。这为支持该年龄组疾病负担的研究提供了初步数据。方法:采用入户调查和面对面访谈的方式,对148名儿童的健康状况进行DWs测量。问卷包括16个配对比较(PC)问题和3个人口健康当量(PHE)问题。Probit回归分析用于分析PC的反应,其中PC在DW量表上的Probit回归结果使用PHE反应的区间回归结果锚定。结果:研究得出的DWs从急性扁桃体炎的0.065(95%不确定区间(UI): 0.047-0.087)到极严重智力发育障碍的0.730 (UI: 0.709-0.750)不等。一项综合分析表明,严重的创伤性损伤,如脊髓损伤和截肢,以及先天性缺陷,如听力损失、视力障碍和智力残疾,由于永久性功能障碍的长期影响,导致更高的DWs。相比之下,轻微骨折和短暂性传染病导致较低的DWs。该研究表明,对不同社会人口特征的各种健康结果的比较评估具有高度的一致性。结论:本研究加强了儿童DWs评估的实证基础。PC-PHE方法对湖南省人群中不同健康状况的儿童和青少年的DWs进行评估,结果具有较强的逻辑性和严重的区别性,在不同的人群特征中结果稳定。
{"title":"Disability weights measurement for 148 childhood health statuses in Hunan, China: a study based on face-to-face surveys.","authors":"Gang Tian, Simin He, Yiran Cui, Feixiang Zhou, Yulan Ma, Wenyang Yang, Jingliang Shuai, Qi Wang, Zhihao Deng, Yan Yan","doi":"10.1186/s12963-025-00417-6","DOIUrl":"10.1186/s12963-025-00417-6","url":null,"abstract":"<p><strong>Background: </strong>Disability weight (DW) quantifies the impact of disease impairments and symptoms on health statuses, and is a key parameter for estimating disease burden. In this study, we conducted an exploratory measurement of disability weights for common health states among children and adolescents in Hunan Province using a face-to-face survey methodology. This provides preliminary data to support the study of disease burden among this age group.</p><p><strong>Methods: </strong>A household survey with face-to-face interviews was conducted to measure DWs for 148 children's health statuses. The questionnaire included 16 paired comparison (PC) questions and 3 population health equivalent (PHE) questions. Probit regression analysis was used to analyze PC responses, with probit regression results from the PC on the DW scale anchored using interval regression results from PHE responses.</p><p><strong>Results: </strong>The DWs resulting from the study varied from 0.065 (95% uncertainty interval (UI): 0.047-0.087) for acute tonsillitis to 0.730 (UI: 0.709-0.750) for extremely severe intellectual developmental disorders. A comprehensive analysis shows that severe traumatic injuries, such as spinal cord injuries and amputations, as well as congenital defects like hearing loss, visual impairments, and intellectual disabilities, lead to higher DWs due to the long-lasting effects of permanent functional impairments. In contrast, minor bone fractures and transient infectious diseases result in lower DWs. The study demonstrates a high level of consistency in the comparative evaluations of various health outcomes across different sociodemographic characteristics.</p><p><strong>Conclusions: </strong>The study strengthens the empirical basis for assessing DWs in children. The PC-PHE method for assessing the DWs of children and adolescents with various health conditions within the Hunan Province population demonstrated robust logic and severity discrimination, with stable results across different population characteristics.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 1","pages":"67"},"PeriodicalIF":2.5,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12645781/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145597848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
QALY loss associated with unhealthy behaviors: evidence from a multi-center cross-sectional study in Iran. QALY损失与不健康行为相关:来自伊朗多中心横断面研究的证据
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-24 DOI: 10.1186/s12963-025-00428-3
Satar Rezaei, Nasim Badiee, Hedayat Salari, Mohammad Bazyar, Mohammad Ranjbar, Eshagh Barfar, Seyed Fahim Irandoost, Javad Moghri, Edris Kakemam
<p><strong>Background: </strong>Unhealthy lifestyle behaviors such as poor diet, physical inactivity, smoking, and substance use significantly increase the burden of disease and mortality in Iran. These behaviors pose serious challenges to public health and healthcare systems, making it essential to quantify their impact to guide effective health policies and allocate resources efficiently. This study estimates and compares the health burden of unhealthy behaviors in Iran using quality-adjusted life year (QALY) loss.</p><p><strong>Method: </strong>A cross-sectional study was conducted in 2024-2025 involving 3,518 individuals aged 18 and older, selected through multistage sampling across nine provinces in Iran. Data collection included face-to-face interviews using a self-administered questionnaire alongside the Iranian version of the EQ-5D-5 L and EQ-VAS tools to assess health-related quality of life (HRQoL). Generalize linear model (GLM) with gamma distribution and a log link analyzed the impact of each unhealthy behavior including smoking, physical activity, sleep quantity and quality, oral health practices (such as brushing and flossing), breakfast skipping, and dairy consumption on health utility scores. Annual QALY loss per 100,000 individuals was calculated by combining behavior prevalence and health utility data. All data analyses were performed using Stata/MP version 17.</p><p><strong>Results: </strong>In this study, we assessed eight unhealthy lifestyle behaviors among participants: physical activity, smoking status, regular tooth brushing, regular dental flossing, sleep duration, sleep quality, breakfast skipping, and dairy consumption. The prevalence of these behaviors was as follows: 41.79% of participants reported poor physical activity, 25.85% were smokers, 13.19% did not brush their teeth regularly, and 39.57% did not floss regularly. Additionally, 84.22% had insufficient sleep duration (≤ 7 h), 12.48% reported poor sleep quality, 49.81% skipped breakfast, and 25.42% had unsuitable dairy consumption. The study also found that all the unhealthy behaviors were significantly associated with lower EQ-5D-5 L and EQ-VAS scores, with poor sleep quality exhibiting the most substantial negative effect, showing a coefficient of -0.2373 (p < 0.001) for the EQ-5D-5 L score and - 0.1838 (p < 0.001) for the EQ-VAS score. Poor sleep quality also had the largest annual QALY loss per 100,000 individuals at -2961.50 (95% CI: -3407.50 to -2586.52), followed by insufficient sleep duration at -2787.68 (95% CI: -4978.37 to -56.81), breakfast skipping at -2216.55 (95% CI: -3414.74 to -1173.60), and poor physical activity at -2102.04 (95% CI: -3094.81 to -1251.11).</p><p><strong>Conclusion: </strong>Unhealthy behaviors significantly reduce HRQoL in Iran, with these findings highlighting the high health burden of sleep-related behaviors. These results emphasize the urgent need for targeted public health interventions and prevention strategies to address th
背景:不健康的生活方式行为,如不良饮食、缺乏身体活动、吸烟和药物使用,显著增加了伊朗的疾病负担和死亡率。这些行为对公共卫生和卫生保健系统构成严重挑战,因此必须量化其影响,以指导有效的卫生政策和有效地分配资源。本研究使用质量调整生命年(QALY)损失来估计和比较伊朗不健康行为的健康负担。方法:在2024-2025年进行了一项横断面研究,涉及3518名18岁及以上的个人,通过多阶段抽样在伊朗9个省选择。数据收集包括面对面访谈,使用自我管理的问卷以及伊朗版的eq - 5d - 5l和EQ-VAS工具来评估与健康相关的生活质量(HRQoL)。采用gamma分布和log链接的广义线性模型(GLM)分析了每一种不健康行为,包括吸烟、体育活动、睡眠数量和质量、口腔卫生习惯(如刷牙和使用牙线)、不吃早餐和乳制品消费对健康效用得分的影响。通过结合行为流行率和健康效用数据计算每10万人的年度QALY损失。所有数据分析均使用Stata/MP version 17进行。结果:在本研究中,我们评估了参与者的八种不健康生活方式:体育锻炼、吸烟状况、定期刷牙、定期使用牙线、睡眠时间、睡眠质量、不吃早餐和乳制品消费。这些行为的患病率如下:41.79%的参与者报告缺乏体育锻炼,25.85%的参与者是吸烟者,13.19%的参与者不经常刷牙,39.57%的参与者不经常使用牙线。此外,84.22%的人睡眠时间不足(≤7小时),12.48%的人睡眠质量差,49.81%的人不吃早餐,25.42%的人乳制品消费不合适。研究还发现,所有不健康行为与较低的eq - 5d - 5l和EQ-VAS评分显著相关,其中睡眠质量差的负面影响最为显著,系数为-0.2373 (p)。结论:不健康行为显著降低伊朗人的HRQoL,这些发现突出了睡眠相关行为的高健康负担。这些结果强调迫切需要有针对性的公共卫生干预和预防战略,以解决这些行为和改善人口健康。
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引用次数: 0
Exposing the loci of bias: a taxonomical exploration of sources of bias in population mental health research. 揭露偏见的位点:人口心理健康研究中偏见来源的分类学探索。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-21 DOI: 10.1186/s12963-025-00429-2
Michel L A Dückers

All studies are inherently biased, but some are more biased than others. This variation on a key theme from George Orwell's Animal Farm underscores a significant issue in public health. Ultimately, optimizing public health begins with understanding population health-particularly when assessing the impact of specific health risks that are often intertwined with both benign and malign health determinants. The objective of this contribution is to provide an overview of sources of bias in epidemiological research, drawing inspiration from the work of Rudolph Agricola-Northern Europe's first humanist and a homo universalis. Agricola's methodological approach distinguished between different categories of informational sources, which he deliberately employed as instruments for structured argumentation. This article presents a contemporary variation of that approach in the form of a complementary taxonomy, outlining examples of material and procedural bias sources that, individually or in combination, can affect estimates of mental health problems. These include the nature of the outcome itself and the context of the sample-covering its vulnerability and exposure profile, as well as broader population characteristics-along with data collection methods and analytical techniques. The value of this structured approach to disentangling bias in modern population health research is illustrated with examples from recent studies on the impacts of disasters and the COVID-19 pandemic. Researchers are encouraged to be modest, to carefully consider "locations" or "origins" of bias, and to interpret study findings with caution-especially when using them to inform public health policy or to make arguments about the nature and severity of population health issues.

所有的研究都有固有的偏见,但有些研究比其他研究更有偏见。这是乔治·奥威尔《动物农场》中一个重要主题的变体,强调了公共卫生领域的一个重大问题。最终,优化公共卫生始于了解人口健康,特别是在评估通常与良性和恶性健康决定因素交织在一起的特定健康风险的影响时。这篇文章的目的是概述流行病学研究中的偏见来源,并从鲁道夫·阿格里科拉(Rudolph agricola)的工作中获得灵感,他是北欧第一位人文主义者和全人类。Agricola的方法论方法区分了不同类别的信息源,他故意将其作为结构化论证的工具。本文以补充分类法的形式介绍了该方法的当代变体,概述了材料和程序偏见来源的例子,这些来源单独或组合起来可能影响对精神健康问题的估计。这些包括结果本身的性质和样本的背景,包括其脆弱性和暴露情况,以及更广泛的人口特征,以及数据收集方法和分析技术。最近关于灾害影响和COVID-19大流行的研究举例说明了这种结构化方法在现代人口健康研究中消除偏见的价值。鼓励研究人员保持谦虚,仔细考虑偏见的“位置”或“来源”,并谨慎地解释研究结果,特别是在使用它们为公共卫生政策提供信息或就人口健康问题的性质和严重性进行辩论时。
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引用次数: 0
The assimilation affects research from three days' social facilitation of eating by using whole network autocorrelation analysis plus multilevel linear modeling: a normative analysis based on prospective cohort study data in the UK. 采用全网络自相关分析+多层次线性模型:基于英国前瞻性队列研究数据的规范分析,从三天的饮食社会便利化研究同化影响。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-21 DOI: 10.1186/s12963-025-00427-4
Qiaohui Wu, Linjian Wu, Xueqing Liang, Yihan Zhang, Yingmeng Chen, Zhen Ma

Objective: This study aimed to evaluate the influence of social facilitation of eating on dietary assimilation effects using a multi-method approach integrating whole-network autocorrelation analysis (WNA) and multilevel linear modeling (MLM).

Methods: We analyzed data from 26 participants (13 friend pairs) comprising 468 observations across multiple social and solitary eating contexts. The study combined WNA of 70 dietary similarity matrices with multilevel modeling to examine both systemic behavioral patterns and individual-level effects. MLM specifically assessed hierarchical data structure and fixed effects of social context and meal type.

Results: Our analyses revealed that 31.1% of variance in eating behaviors originated from individual and dyad levels (ICC = 0.311), confirming the necessity of multilevel approaches. Network analysis identified"Friendship_close," "Friendship_howWell," and"Menu_VigEx" as primary factors influencing dietary assimilation during social eating, with effects varying significantly across consecutive days and mealtimes. MLM results showed strong meal-type effects (P < 0.001) but non-significant main effects of social context alone (P = 0.266), suggesting that social influence operates through behavioral coordination mechanisms rather than mean-level consumption changes. Notably, dietary similarity networks exhibited instability in assimilation effects during solitary eating, while social contexts promoted consistent behavioral patterning.

Conclusions: Social facilitation of eating enhances dietary assimilation through behavioral coordination patterns that vary under specific temporal and contextual conditions. The complementary findings from network analysis and MLM indicate that social influence manifests primarily in synchronized eating patterns rather than overall consumption increases. Leveraging these coordinated behavioral patterns offers promising avenues for promoting healthy dietary norms through social contexts, potentially mitigating excess energy intake while fostering lifestyle norms conducive to physical and mental health. Future research should employ integrated methodological approaches to further elucidate these complex social dynamics.

目的:采用全网自相关分析(WNA)和多水平线性模型(MLM)相结合的多方法研究进食社会促进对饮食同化效应的影响。方法:我们分析了来自26名参与者(13对朋友)的数据,包括468个观察结果,涉及多种社交和孤独的饮食环境。该研究将70种饮食相似矩阵的WNA与多层次建模相结合,以检查系统行为模式和个体水平的影响。MLM特别评估了社会背景和膳食类型的分层数据结构和固定效应。结果:我们的分析显示,31.1%的饮食行为差异来自个体和双个体水平(ICC = 0.311),证实了多层次方法的必要性。网络分析发现,“Friendship_close”、“Friendship_howWell”和“Menu_VigEx”是影响社交饮食中饮食同化的主要因素,其影响在连续的天数和用餐时间上存在显著差异。MLM结果显示,饮食类型的影响显著(P < 0.001),而社会背景的主要影响不显著(P = 0.266),这表明社会影响通过行为协调机制而不是平均水平的消费变化起作用。值得注意的是,饮食相似网络在单独进食时表现出不稳定的同化效应,而社会环境促进了一致的行为模式。结论:饮食的社会促进作用通过特定时间和情境条件下不同的行为协调模式来增强饮食同化。网络分析和传销的互补结果表明,社会影响主要体现在同步的饮食模式上,而不是整体消费的增加。利用这些协调的行为模式为通过社会环境促进健康的饮食规范提供了有希望的途径,有可能减轻过量的能量摄入,同时培养有利于身心健康的生活方式规范。未来的研究应采用综合的方法来进一步阐明这些复杂的社会动态。
{"title":"The assimilation affects research from three days' social facilitation of eating by using whole network autocorrelation analysis plus multilevel linear modeling: a normative analysis based on prospective cohort study data in the UK.","authors":"Qiaohui Wu, Linjian Wu, Xueqing Liang, Yihan Zhang, Yingmeng Chen, Zhen Ma","doi":"10.1186/s12963-025-00427-4","DOIUrl":"10.1186/s12963-025-00427-4","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to evaluate the influence of social facilitation of eating on dietary assimilation effects using a multi-method approach integrating whole-network autocorrelation analysis (WNA) and multilevel linear modeling (MLM).</p><p><strong>Methods: </strong>We analyzed data from 26 participants (13 friend pairs) comprising 468 observations across multiple social and solitary eating contexts. The study combined WNA of 70 dietary similarity matrices with multilevel modeling to examine both systemic behavioral patterns and individual-level effects. MLM specifically assessed hierarchical data structure and fixed effects of social context and meal type.</p><p><strong>Results: </strong>Our analyses revealed that 31.1% of variance in eating behaviors originated from individual and dyad levels (ICC = 0.311), confirming the necessity of multilevel approaches. Network analysis identified\"Friendship_close,\" \"Friendship_howWell,\" and\"Menu_VigEx\" as primary factors influencing dietary assimilation during social eating, with effects varying significantly across consecutive days and mealtimes. MLM results showed strong meal-type effects (P < 0.001) but non-significant main effects of social context alone (P = 0.266), suggesting that social influence operates through behavioral coordination mechanisms rather than mean-level consumption changes. Notably, dietary similarity networks exhibited instability in assimilation effects during solitary eating, while social contexts promoted consistent behavioral patterning.</p><p><strong>Conclusions: </strong>Social facilitation of eating enhances dietary assimilation through behavioral coordination patterns that vary under specific temporal and contextual conditions. The complementary findings from network analysis and MLM indicate that social influence manifests primarily in synchronized eating patterns rather than overall consumption increases. Leveraging these coordinated behavioral patterns offers promising avenues for promoting healthy dietary norms through social contexts, potentially mitigating excess energy intake while fostering lifestyle norms conducive to physical and mental health. Future research should employ integrated methodological approaches to further elucidate these complex social dynamics.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 1","pages":"65"},"PeriodicalIF":2.5,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12639764/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145574452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Methods for modelling composite indices of access to healthcare facilities: a systematic literature review. 医疗保健设施综合指数建模方法:系统文献综述。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-21 DOI: 10.1186/s12963-025-00432-7
Moses M Musau, Ann Njogu, Alex Maina, Robert W Snow, Lenka Beňová, Emelda A Okiro, Catherine Linard, Peter M Macharia

Background: Access to quality healthcare services is key to achieving Universal Health Coverage (UHC). The multidimensional nature of access (availability, accessibility, accommodation, affordability and acceptability) makes it challenging to quantify the level of access. Current approaches focus predominantly on single dimensions, limiting the comprehensive monitoring and evaluation of access to healthcare facilities. Here, we conduct a systematic literature review on the methodological approaches and data used to construct multidimensional composite indices of healthcare facility access, globally.

Methods: We undertook a literature search in eight databases including EBSCOhost (CINAHL), Google Scholar, Ovid (Embase and MEDLINE), PubMed, Scopus, Web of Science and Web of Science (MEDLINE) adhering to the Preferred Reporting Items for Systematic Reviews (PRISMA) guidelines. Studies that incorporated multiple dimensions of access to healthcare facilities to construct a composite index were considered and quality assessment performed. Methodological approaches to measuring access and their supporting conceptual frameworks were synthesised using descriptive summaries and thematic analysis.

Results: Out of 4,291 articles retrieved,19 met inclusion criteria with an average quality score of 19.6 out of 26. Most of the studies (68%) were conducted in 2021-2024, mainly in India (53%) or USA (16%); none in Africa. The composite indices of access combined two (32%), three (42%), four (5%) or all five dimensions (21%), with affordability (84%) being the most frequent dimension. There was significant heterogeneity on the definition, data (survey-based or retrospective) and representation of indicators. There were four weighting techniques ranging from simple (equal weighting) to complex approaches (Principal Component Analysis and Analytical Hierarchy Process). Studies used four different approaches to combine indicators; arithmetic mean (ten studies), summation (six studies), Adjusted Mazziotta-Pareto Index (two studies) and geometric mean (one study). Only 63% validated their output.

Conclusions: There is diversity in the approaches used for multidimensional assessment of access to healthcare facilities. To ensure robust, context-specific and more comprehensive composite indices, the use of clearly defined frameworks, dimension weights that reflect context-specific access barriers and penalised aggregation methods will be required.

背景:获得高质量的卫生保健服务是实现全民健康覆盖的关键。获取的多维性(可用性、可及性、住宿、可负担性和可接受性)使得量化获取水平具有挑战性。目前的方法主要侧重于单一方面,限制了对获得医疗保健设施的全面监测和评估。在这里,我们进行了系统的文献综述的方法方法和数据,用于构建多维综合指数的医疗保健设施访问,全球。方法:按照系统评价首选报告项目(PRISMA)指南,在EBSCOhost (CINAHL)、b谷歌Scholar、Ovid (Embase和MEDLINE)、PubMed、Scopus、Web of Science和Web of Science (MEDLINE)等8个数据库中进行文献检索。考虑了将获得保健设施的多个维度纳入构建复合指数的研究,并进行了质量评估。利用描述性摘要和专题分析综合了衡量获取的方法学方法及其支持性概念框架。结果:在检索到的4291篇文章中,19篇符合纳入标准,平均质量得分为19.6分(满分26分)。大多数研究(68%)是在2021-2024年进行的,主要在印度(53%)或美国(16%);非洲没有。可及性的综合指数包括两个(32%)、三个(42%)、四个(5%)或所有五个维度(21%),其中可负担性(84%)是最常见的维度。在指标的定义、数据(基于调查的或回顾性的)和表征上存在显著的异质性。有四种加权技术,从简单的(等加权)到复杂的方法(主成分分析和分析层次过程)。研究使用了四种不同的方法来组合指标;算术平均值(10项研究)、总和(6项研究)、调整后的Mazziotta-Pareto指数(2项研究)和几何平均值(1项研究)。只有63%的人验证了他们的产出。结论:用于医疗设施可及性多维评估的方法存在多样性。为了确保稳健、具体情况和更全面的复合指数,需要使用明确定义的框架、反映具体情况访问障碍的维度权重和受惩罚的聚合方法。
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引用次数: 0
Life-course socioeconomic status and obesity: scoping review. 生命历程社会经济地位与肥胖:范围回顾。
IF 2.5 2区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-18 DOI: 10.1186/s12963-025-00424-7
Habila Adamou, Marie-Claude Paquette, Dener François, Éric Robitaille, Sékou Samadoulougou Ouindpanga, Alexandre Lebel

Objectif: The life-course approach is believed to enhance our understanding of the intricate links between life-course socioeconomic status and obesity. In this scoping review, we delve into the literature that examines the links between life-course socioeconomic status and obesity and aim to characterize the life-course approach that was used.

Methods: Our search strategy was based on the PRISMA checklist and was performed using three databases: Medline (PubMed), GeoBase (Embase), and Web of Science. We focused on studies that identify life-course socioeconomic and built environment indicators and associate them with body weight status indicators.

Results: Using stringent inclusion criteria, we identified 52 relevant studies. Our analysis identified three main methodological strategies for studying the influence of life-course socioeconomic status on obesity. The main methodological approaches identified that characterize life-course approach are: 1) sensitive periods, 2) social mobility, or 3) risk accumulation. We found that low socioeconomic status in childhood, adulthood, or late adulthood; a disadvantaged socioeconomic trajectory; and cumulative exposure to socioeconomic disadvantages throughout the life-course increased the risk of obesity. Notably, the association between life-course socioeconomic status and obesity was significantly stronger for women in 56% of the studies.

Conclusion: The social inequalities in obesity observed today are the outcome of socioeconomic inequalities accumulated over the life course. 56% of studies show that the influence of life-course socioeconomic status on socioeconomic inequalities in obesity is even stronger in women. Policymakers should prioritize specific interventions aimed at reducing socioeconomic disparities in obesity, particularly among women.

目的:生命过程方法被认为可以增强我们对生命过程中社会经济地位与肥胖之间复杂联系的理解。在这篇范围综述中,我们深入研究了研究生命过程中社会经济地位与肥胖之间联系的文献,并旨在描述所使用的生命过程方法。方法:我们的检索策略基于PRISMA检查表,并使用三个数据库:Medline (PubMed)、GeoBase (Embase)和Web of Science。我们的研究重点是确定生命历程的社会经济和建筑环境指标,并将它们与体重状况指标联系起来。结果:采用严格的纳入标准,我们确定了52项相关研究。我们的分析确定了研究生命过程中社会经济地位对肥胖影响的三种主要方法策略。确定的具有生命历程特征的主要方法方法有:1)敏感期,2)社会流动性,或3)风险积累。我们发现,儿童、成年或成年后期的社会经济地位较低;不利的社会经济轨迹;在整个生命过程中,长期处于社会经济劣势会增加肥胖的风险。值得注意的是,在56%的研究中,女性一生中社会经济地位与肥胖之间的联系明显更强。结论:今天观察到的肥胖的社会不平等是在生命过程中积累的社会经济不平等的结果。56%的研究表明,一生中社会经济地位对女性肥胖方面的社会经济不平等的影响更大。政策制定者应优先考虑旨在减少肥胖的社会经济差异的具体干预措施,特别是在妇女中。
{"title":"Life-course socioeconomic status and obesity: scoping review.","authors":"Habila Adamou, Marie-Claude Paquette, Dener François, Éric Robitaille, Sékou Samadoulougou Ouindpanga, Alexandre Lebel","doi":"10.1186/s12963-025-00424-7","DOIUrl":"10.1186/s12963-025-00424-7","url":null,"abstract":"<p><strong>Objectif: </strong>The life-course approach is believed to enhance our understanding of the intricate links between life-course socioeconomic status and obesity. In this scoping review, we delve into the literature that examines the links between life-course socioeconomic status and obesity and aim to characterize the life-course approach that was used.</p><p><strong>Methods: </strong>Our search strategy was based on the PRISMA checklist and was performed using three databases: Medline (PubMed), GeoBase (Embase), and Web of Science. We focused on studies that identify life-course socioeconomic and built environment indicators and associate them with body weight status indicators.</p><p><strong>Results: </strong>Using stringent inclusion criteria, we identified 52 relevant studies. Our analysis identified three main methodological strategies for studying the influence of life-course socioeconomic status on obesity. The main methodological approaches identified that characterize life-course approach are: 1) sensitive periods, 2) social mobility, or 3) risk accumulation. We found that low socioeconomic status in childhood, adulthood, or late adulthood; a disadvantaged socioeconomic trajectory; and cumulative exposure to socioeconomic disadvantages throughout the life-course increased the risk of obesity. Notably, the association between life-course socioeconomic status and obesity was significantly stronger for women in 56% of the studies.</p><p><strong>Conclusion: </strong>The social inequalities in obesity observed today are the outcome of socioeconomic inequalities accumulated over the life course. 56% of studies show that the influence of life-course socioeconomic status on socioeconomic inequalities in obesity is even stronger in women. Policymakers should prioritize specific interventions aimed at reducing socioeconomic disparities in obesity, particularly among women.</p>","PeriodicalId":51476,"journal":{"name":"Population Health Metrics","volume":"23 1","pages":"63"},"PeriodicalIF":2.5,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12625444/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145551761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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