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Assessing the relationship between community resilience and health outcomes: an observational local-authority level study in England. 评估社区恢复力与健康结果之间的关系:一项英格兰地方当局水平的观察性研究。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-09 DOI: 10.1136/jech-2025-224513
Christine Camacho, Peter Bower, Roger T Webb, Luke Munford

Background: Community resilience is a relevant concept in public health, but its empirical relationship with health outcomes remains underexplored. This study examines whether a Community Resilience Index (CRI) is associated with population health outcomes in England, and whether it offers explanatory added value beyond the Index of Multiple Deprivation (IMD).

Methods: The CRI comprises 44 indicators reflecting community-level resilience to chronic stressors. Associations between CRI scores and five health outcomes, deaths of despair, cardiovascular disease (CVD) mortality, COVID-19 mortality, excess all-cause mortality during two waves of COVID-19 and self-rated health were assessed at local authority district level. IMD was adjusted to remove health-related indicators. Linear regression models assessed the explanatory power of the CRI and IMD, using likelihood ratio tests to compare model fit. Interaction and stratified analyses explored effect modification by IMD.

Results: Higher CRI scores were associated with lower Deaths of Despair and CVD mortality, and higher self-rated health; these associations remained significant after adjusting for IMD. CRI was not significantly associated with COVID-19 outcomes. IMD remained the stronger predictor of health outcomes, but CRI significantly improved model fit. The interaction between CRI and IMD was significant for deaths of despair and self-rated health. Stratified analyses showed the CRI-deaths of despair association was strongest in more deprived areas.

Conclusions: Community resilience is associated with health outcomes in England. While not a substitute for deprivation-based measures, resilience indices offer complementary insight into structural and social factors shaping health. Resilience-building efforts may be particularly impactful in areas of greatest disadvantage.

背景:社区恢复力是公共卫生中的一个相关概念,但其与健康结果的实证关系仍未得到充分探讨。本研究考察了英格兰的社区恢复指数(CRI)是否与人口健康结果相关,以及它是否提供了多重剥夺指数(IMD)之外的解释性附加价值。方法:CRI包括44个指标,反映社区对慢性应激源的适应能力。CRI评分与五种健康结果、绝望死亡、心血管疾病(CVD)死亡率、COVID-19死亡率、两波COVID-19期间超额全因死亡率和自评健康之间的关系在地方当局区一级进行了评估。对IMD进行了调整,以去除与健康相关的指标。线性回归模型评估了CRI和IMD的解释能力,使用似然比检验来比较模型拟合。相互作用和分层分析探讨了IMD对效果的影响。结果:较高的CRI评分与较低的绝望死亡和CVD死亡率以及较高的自评健康相关;在调整IMD后,这些关联仍然显著。CRI与COVID-19结局无显著相关。IMD仍然是健康结果的较强预测因子,但CRI显著改善了模型拟合。CRI和IMD之间的相互作用对绝望死亡和自评健康有显著影响。分层分析显示,cri与绝望死亡的关联在更贫困的地区最强。结论:在英格兰,社区恢复力与健康结果相关。虽然复原力指数不能替代基于剥夺的措施,但它提供了对影响健康的结构和社会因素的补充见解。在处境最不利的地区,复原力建设工作可能特别有影响力。
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引用次数: 0
State minimum wage laws and state-level rates of new HIV diagnoses among Black, Latine, and White US women and men, 2010-2019. 2010-2019年美国黑人、拉丁裔和白人女性和男性的州最低工资法律和州一级艾滋病新诊断率
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-09 DOI: 10.1136/jech-2025-224120
Dougie Zubizarreta, Jarvis T Chen, Ariel L Beccia, S Bryn Austin, Zinzi Bailey, Scott Burris, Lindsay Cloud, Madina Agénor

Background: In the USA, HIV remains a pressing public health challenge (~37 400 new diagnoses in 2018) and pronounced racialised inequities persist. In 2018, Black and Latine people represented 43% and 26% of new diagnoses but only 13% and 18% of the population, respectively. Antiracist laws may help mitigate these inequities, yet research investigating specific laws is lacking. This study aimed to examine associations between state minimum wage laws and new HIV diagnosis rates by racialised group and sex/gender.

Methods: We linked data on inflation-adjusted state minimum wage and state-level new HIV diagnosis rates among US adults aged 13-59 years. We fit two-way fixed-effects models to examine associations between changes in minimum wage and changes in new HIV diagnosis rates per 100 000 people from 2010 to 2019 by racialised group (Black/Latine/White) and sex/gender (women/men). Additional analyses tested for effect heterogeneity by racialised group and by sex/gender within racialised group.

Results: Findings show an inverse association between state minimum wage and new HIV diagnosis rates across all racialised and sex/gender groups, except White women. Among Black adults, a 1 US Dollar ($) increase in state minimum wage was associated with a 5.81 per 100 000 decrease in new HIV diagnosis rate, followed by Latine (2.81/100 000) and White adults (1.50/100 000). The inverse association was larger among Latine (4.73/100 000) and White men (2.88/100 000) than Latine (0.98/100 000) and White women (0.07/100 000), respectively. There was no evidence of effect heterogeneity comparing Black men to Black women.

Conclusions: State minimum wage laws may represent a critical policy intervention to address racialised HIV inequities.

背景:在美国,艾滋病毒仍然是一个紧迫的公共卫生挑战(2018年约有37400例新诊断),明显的种族化不平等仍然存在。2018年,黑人和拉丁裔分别占新诊断病例的43%和26%,但分别仅占人口的13%和18%。反种族主义法律可能有助于缓解这些不平等现象,但调查具体法律的研究却缺乏。本研究旨在考察州最低工资法与按种族化群体和性别/性别划分的新艾滋病诊断率之间的关系。方法:我们将美国13-59岁成年人中通货膨胀调整后的州最低工资和州一级艾滋病新诊断率的数据联系起来。我们拟合双向固定效应模型,以种族化群体(黑人/拉丁裔/白人)和性别/性别(女性/男性)为单位,检验2010年至2019年最低工资变化与每10万人新发艾滋病诊出率变化之间的关系。其他分析测试了种族化组和种族化组内性别/性别的效果异质性。结果:研究结果显示,除了白人女性外,所有种族和性别群体的州最低工资与新的艾滋病毒诊出率呈负相关。在黑人成年人中,州最低工资每增加1美元,新发艾滋病毒诊断率就会下降5.81 /10万,其次是拉丁裔成年人(2.81/10万)和白人成年人(1.50/10万)。拉丁裔男性(4.73/10万)和白人男性(2.88/10万)的负相关大于拉丁裔(0.98/10万)和白人女性(0.07/10万)。没有证据表明黑人男性和黑人女性在效果上存在异质性。结论:州最低工资法可能是解决种族化艾滋病毒不平等问题的关键政策干预。
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引用次数: 0
Estimating effects of targeted public health interventions using the interventional disparity indirect effect among the exposed. 利用暴露者间的干预差异间接效应估计有针对性的公共卫生干预措施的效果。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-08 DOI: 10.1136/jech-2025-224627
Amalie Lykkemark Møller, Kathrine Kold Sørensen, Nerissa Nance, Julie Thietje Mortensen, Thomas Alexander Gerds, Christian Torp-Pedersen, Helene Charlotte Wiese Rytgaard

Disadvantaged groups are often defined by characteristics such as income or ethnicity. Reducing health disparities by directly manipulating such exposures may be infeasible. Instead, interventions can target mediators between these exposures and health outcomes. Indirect effects estimated using mediation analysis, interventional effects or the interventional disparity measure can quantify the expected impact of such disparity-reducing interventions. They capture the impact of changing the mediator distribution evaluated among the total population. This means keeping individuals in their exposure group but hypothetically assigning them the mediator distribution of another group. However, when indirect effects are intended to inform about disparity-reducing interventions implemented among disadvantaged groups, estimating effects in the total population does not quantify the effect among those targeted. Instead, we propose evaluating the interventional disparity indirect effect directly among the disadvantaged individuals. We introduce the estimand and illustrate it using a register-based study examining a potential intervention improving medication initiation in low-income heart failure patients. We compare the expected change in 1-year mortality in a hypothetical world where low-income patients were as likely to initiate medication as high-income patients. We included 1700 patients and assessed intervention effects in low-income patients and the total population, respectively. Under the intervention, the 1-year mortality declined from 10.3% to 9.3% (95% CI 8.6% to 10.1%) among low-income patients but 6.6% to 6.2% (95% CI 6.0% to 6.5%) in the total population. In disparity research, evaluating intervention effects in the total population, rather than among disadvantaged groups, may impact the effect size. Therefore, when guiding future disparity-targeted interventions, measuring effects within disadvantaged groups is important.

弱势群体通常以收入或种族等特征来定义。通过直接操纵这种接触来减少健康差距可能是不可行的。相反,干预措施可以针对这些暴露与健康结果之间的中介。使用中介分析、干预效应或干预差异测量估算的间接效应可以量化此类减少差异的干预措施的预期影响。它们捕获了在总人口中评估的中介分布变化的影响。这意味着将个体保持在他们的暴露组中,但假设将他们分配到另一个组的中介分布中。然而,当间接效果旨在了解在弱势群体中实施的减少差距的干预措施时,估计对总人口的影响并不能量化对目标人群的影响。相反,我们建议直接评估干预差异对弱势个体的间接影响。我们介绍了这一估计,并使用一项基于登记册的研究来说明它,该研究检查了改善低收入心力衰竭患者药物启动的潜在干预措施。我们比较了假设低收入患者与高收入患者一样可能开始服药的情况下1年死亡率的预期变化。我们纳入了1700名患者,并分别评估了低收入患者和总人口的干预效果。在干预下,低收入患者的1年死亡率从10.3%降至9.3% (95% CI 8.6%至10.1%),而总人口的1年死亡率从6.6%降至6.2% (95% CI 6.0%至6.5%)。在差异研究中,评估总体人群的干预效果,而不是弱势群体的干预效果,可能会影响效果大小。因此,在指导未来针对差异的干预措施时,衡量弱势群体的效果非常重要。
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引用次数: 0
Socioeconomic inequalities in C-section deliveries in low- and middle-income countries: measurement and determinants. 低收入和中等收入国家剖腹产分娩中的社会经济不平等:衡量和决定因素。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-06 DOI: 10.1136/jech-2025-224851
Mohammad Hajizadeh, Emran Hasan

Background: While C-section (CS) deliveries exhibit significant socioeconomic inequalities in low- and middle-income countries (LMICs), the extent and underlying drivers of these inequalities remain poorly understood. This study assesses these inequalities and identifies key contributing factors.

Methods: The most recent nationally representative samples of live births (n=652 539) from the Demographic and Health Surveys, conducted between 2014 and 2024 in 44 LMICs, were used to calculate the CS delivery rates. The Wagstaff (WI) and Erreygers (EI) indices were used to measure the relative and absolute socioeconomic inequalities in CS delivery. Meta-regression analyses were performed to identify the proximate determinants of the observed socioeconomic inequalities in CS delivery across the selected LMICs.

Results: CS delivery rates varied across LMICs, with a median of 6.25% (IQR=16.18). The WI and EI indicated that CS deliveries were concentrated among high socioeconomic backgrounds, with only one country exhibiting no inequality. The pooled estimates (WI: 0.32, 95% CI 0.28 to 0.36 and EI: 0.11, 95% CI 0.09 to 0.14) further demonstrate the concentration of CS among the rich in LMICs. Meta-regression analyses indicated that inequalities in education and antenatal care were significantly and positively associated with the concentration of CS deliveries among wealthier women.

Conclusion: CS delivery concentration among wealthier women remains a health concern in LMICs. Given the positive link between higher education and antenatal care with CS deliveries, country-specific policies promoting health education and targeted messaging during antenatal care visits on the adverse health effects of unnecessary CS deliveries may help reduce socioeconomic inequalities in CS delivery.

背景:虽然在低收入和中等收入国家(LMICs)剖腹产分娩表现出显著的社会经济不平等,但人们对这些不平等的程度和潜在驱动因素仍知之甚少。这项研究评估了这些不平等,并确定了关键的促成因素。方法:采用2014年至2024年在44个低收入和中等收入国家进行的人口与健康调查中最新的全国代表性活产样本(n= 655239)来计算CS分娩率。使用Wagstaff (WI)和Erreygers (EI)指数来衡量CS交付中的相对和绝对社会经济不平等。进行meta回归分析,以确定在选定的中低收入国家中观察到的CS交付中社会经济不平等的近似决定因素。结果:CS递送率在中低收入国家之间存在差异,中位数为6.25% (IQR=16.18)。WI和EI表明,CS交付集中在高社会经济背景的国家,只有一个国家没有表现出不平等。汇总估计(WI: 0.32, 95% CI 0.28至0.36,EI: 0.11, 95% CI 0.09至0.14)进一步表明,CS在低收入中低收入人群中的浓度较高。荟萃回归分析表明,教育和产前保健方面的不平等与富裕妇女中CS分娩的集中显著正相关。结论:富裕妇女CS分娩集中仍然是中低收入国家的一个健康问题。鉴于高等教育和产前保健与保健分娩之间的积极联系,在产前保健访问期间促进健康教育和有针对性地宣传不必要的保健分娩对健康的不利影响的国别政策可能有助于减少保健分娩中的社会经济不平等。
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引用次数: 0
Economic deprivation as a mediator in the relationship between housing affordability stress and mental and general health among humanitarian migrants in Australia. 经济剥夺在澳大利亚人道主义移民住房负担能力压力与心理和一般健康之间关系中的中介作用。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-06 DOI: 10.1136/jech-2025-224802
Kritika Rana, Sandro Sperandei, Sithum Munasinghe, Jennifer L Kent, Andrew Page

Background: Housing is a critical social determinant of health for migrant and refugee populations in high-income countries; however, the causal pathways linking housing affordability to health outcomes remain underexplored. This study aimed to examine the relationship between housing affordability stress and both mental and general health, and to assess the role of economic deprivation as a mediator of this relationship.

Methods: This study uses data from the five waves (2013-2018) of the Building a New Life in Australia study, which followed 2399 humanitarian migrants who arrived in Australia or were granted a permanent protection visa in 2013. Causal mediation analyses using marginal structural models were conducted to decompose the total effect of housing affordability stress on mental and general health into the natural direct effect and natural indirect effect mediated through economic deprivation.

Results: The total effect of housing affordability stress on mental health was 1.56 (95% CI 1.26 to 1.92). Economic deprivation mediated 37% (95% CI 19.5% to 68.8%) of the total effect, and 79.6% (95% CI 60.3% to 113.9%) of the total effect could potentially be eliminated by intervening on economic deprivation. For self-rated general health, the total effect of housing affordability stress was 1.43 (95% CI 1.15 to 1.74). Economic deprivation accounted for 27.7% (95% CI 5.3% to 62.6%) of the total effect, and 65.9% (95% CI 29.9% to 101.9%) of the total effect could potentially be eliminated by intervening on economic deprivation.

Conclusions: The findings demonstrate that housing affordability stress leads to elevated psychological distress and poor self-rated general health among humanitarian migrants. A substantial portion of this impact occurs through economic deprivation, which could be attenuated by targeting economic deprivation as a key intervention point during early years of resettlement.

背景:住房是高收入国家移民和难民人口健康的关键社会决定因素;然而,住房负担能力与健康结果之间的因果关系仍未得到充分探讨。本研究旨在检验住房负担能力压力与心理和一般健康之间的关系,并评估经济剥夺在这种关系中的中介作用。方法:本研究使用了“在澳大利亚建立新生活”研究的五波(2013-2018)数据,该研究追踪了2013年抵达澳大利亚或获得永久保护签证的2399名人道主义移民。利用边际结构模型进行因果中介分析,将住房负担能力压力对心理健康和一般健康的总影响分解为经济剥夺介导的自然直接效应和自然间接效应。结果:住房负担压力对心理健康的总影响为1.56 (95% CI 1.26 ~ 1.92)。经济剥夺介导了总效应的37% (95% CI 19.5%至68.8%),而79.6% (95% CI 60.3%至113.9%)的总效应可能通过干预经济剥夺而消除。对于自评一般健康,住房负担能力压力的总影响为1.43 (95% CI 1.15至1.74)。经济剥夺占总效应的27.7% (95% CI 5.3%至62.6%),65.9% (95% CI 29.9%至101.9%)的总效应可能通过干预经济剥夺而消除。结论:研究结果表明,住房负担能力压力导致人道主义移民的心理困扰加剧,总体健康状况自评较差。这种影响的很大一部分是由于经济剥夺造成的,如果在重新安置的最初几年将经济剥夺作为一个关键的干预点,就可以减轻这种影响。
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引用次数: 0
Scalable regionalised quality improvement model for ACS management in resource-limited primary healthcare facilities. 资源有限的初级卫生保健设施中ACS管理的可扩展区域质量改进模型。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-06 DOI: 10.1136/jech-2025-225229
Zongbin Wang, Yan Zhang, Long Zhang, Siwei Xie, Sidney Smith, Zhi-Jie Zheng, Dingcheng Xiang, Yinzi Jin, Yong Huo, Shuduo Zhou

Background: Prehospital delays remain critical barriers to timely acute coronary syndrome (ACS) care, particularly for patients referred from resource-constrained primary healthcare to hospitals with percutaneous coronary intervention (PCI) capabilities. This study evaluated the associations between China Chest Pain Unit (CPU) programme, with prehospital delays, management and in-hospital outcomes for ACS patients.

Methods: This retrospective cohort study used registry data from the Chinese Cardiovascular Association Database. We included patients diagnosed with ACS who were referred from primary healthcare facilities to chest pain centres (CPCs). The CPU-referral group received standardised triage and referral protocols; the non-CPU-referral group received routine referral. All patients were treated at CPCs. Primary outcomes included in-hospital heart failure, in-hospital mortality, door-in-door-out (DIDO) time and time from onset to CPC door. Secondary outcomes included time from onset to first medical contact, door-to-balloon time, discharge medication use, length of stay and total hospital expenditure. Propensity score matching and generalised linear mixed models were used to evaluate the associations.

Results: A cohort consisting of 8834 patients was constructed by propensity score matching among 119 723 eligible referred ACS patients (5000 CPU-referrals and 114 723 non-CPU-referrals). CPU referral was associated with lower odds of in-hospital heart failure (OR 0.16, 95% CI 0.08 to 0.30) and in-hospital mortality (OR 0.68, 95% CI 0.50 to 0.92), shorter DIDO time (β=-0.33, 95% CI -0.40 to -0.25) and shorter times from onset to arrival at the CPC door (β=-0.19, 95% CI -0.27 to -0.11). CPU referral was also associated with shorter time to first medical contact and door-to-balloon time, improved adherence to guideline-recommended discharge medications, reduced length of stay and lower total hospital expenditure.

Conclusions: The regionalised quality improvement programme for CPUs was associated with reduced prehospital delays, lower in-hospital heart failure and mortality, better care quality and lower costs among referred ACS patients.

院前延误仍然是及时治疗急性冠脉综合征(ACS)的关键障碍,特别是对于从资源有限的初级医疗机构转到具有经皮冠状动脉介入治疗(PCI)能力的医院的患者。本研究评估了中国胸痛科(CPU)方案与ACS患者院前延误、管理和院内结局之间的关系。方法:本回顾性队列研究使用来自中国心血管协会数据库的注册数据。我们纳入了从初级卫生保健机构转介到胸痛中心(cpc)诊断为ACS的患者。cpu转诊组接受标准化的分诊和转诊方案;非cpu转介组接受常规转介。所有患者均在cpc接受治疗。主要结局包括院内心力衰竭、院内死亡率、室内外(DIDO)时间和从发病到CPC门的时间。次要结局包括从发病到第一次医疗接触的时间、门到球囊的时间、出院药物使用、住院时间和医院总支出。使用倾向评分匹配和广义线性混合模型来评估相关性。结果:通过倾向评分匹配,在119 723名符合条件的ACS患者(5000名cpu转诊患者和114 723名非cpu转诊患者)中构建了8834名患者。CPU转诊与院内心力衰竭(OR 0.16, 95% CI 0.08至0.30)和院内死亡率(OR 0.68, 95% CI 0.50至0.92)、较短的DIDO时间(β=-0.33, 95% CI -0.40至-0.25)和较短的从发病到到达CPC门口的时间(β=-0.19, 95% CI -0.27至-0.11)相关。CPU转诊还与缩短首次医疗接触时间和上门到球囊时间、提高对指南推荐的出院药物的依从性、缩短住院时间和降低医院总支出有关。结论:在转诊的ACS患者中,区域化的cpu质量改进方案与减少院前延误、降低院内心力衰竭和死亡率、提高护理质量和降低费用相关。
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引用次数: 0
Triglyceride-glucose index and risks of suicide mortality in young adults: a nationwide population-based study. 甘油三酯-葡萄糖指数与年轻人自杀死亡率的风险:一项全国性的基于人群的研究
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-31 DOI: 10.1136/jech-2025-224962
Yu Ho Lee, Kyungdo Han, Hye Eun Yoon, Sungjin Chung, Hyeon Seok Hwang

Background: Suicide is a leading cause of death among young adults in South Korea. We investigated the association between triglyceride-glucose (TyG) index and suicide mortality in young adults.

Methods: This nationwide study analysed data from 6 667 138 individuals aged 20-39 using the National Health Insurance Database. Participants were grouped into TyG index quartiles. The primary outcome was suicide mortality.

Results: During a median follow-up duration of 10.7 years, 41 004 (0.6%) suicidal deaths occurred. The cumulative event rates for suicide mortality were highest among participants in TyG index quartile 4. Multivariable Cox analysis showed significant increases in the risks of suicide mortality in participants with TyG index quartile 4 compared with those in the low quartiles (adjusted HR 1.17, 95% CI 1.11 to 1.23, vs quartile 1; adjusted HR 1.15, 95% CI 1.10 to 1.20, vs quartile 1-3). The association between the TyG index and the risks of suicide mortality was positive and quasi-linear. Subgroup analysis showed a consistent trend of increasing HRs for suicide mortality with higher TyG index quartiles, with significant interactions between TyG index, sex and depression.

Conclusion: TyG index can be useful in identifying young individuals at an increased risk of suicide mortality.

背景:自杀是韩国年轻人死亡的主要原因。我们调查了甘油三酯-葡萄糖(TyG)指数与年轻人自杀死亡率之间的关系。方法:这项全国性研究使用国家健康保险数据库分析了6 667 138名年龄在20-39岁之间的人的数据。参与者被分为TyG指数四分位数。主要结局为自杀死亡率。结果:在10.7年的中位随访期间,发生了410004例(0.6%)自杀死亡。自杀死亡率的累积事件率在TyG指数四分位数4的参与者中最高。多变量Cox分析显示,TyG指数四分位数4的参与者的自杀死亡率风险显著高于低四分位数的参与者(调整后的风险比1.17,95% CI 1.11至1.23,与四分位数1相比;调整后的风险比1.15,95% CI 1.10至1.20,与四分位数1-3相比)。TyG指数与自杀死亡风险呈拟线性正相关。亚组分析显示,TyG指数四分位数越高,自杀死亡率呈上升趋势,且TyG指数、性别和抑郁之间存在显著交互作用。结论:TyG指数可用于识别自杀死亡风险增加的年轻人。
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引用次数: 0
Extending multilevel analysis of individual heterogeneity and discriminatory accuracy to time-to-event outcomes: an application of survival MAIHDA to Korean health data. 将个体异质性和歧视性准确性的多水平分析扩展到事件发生时间:生存MAIHDA在韩国健康数据中的应用
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-31 DOI: 10.1136/jech-2025-224939
Jin-Hwan Kim, Woojoo Lee

Background: Multilevel analysis of individual heterogeneity and discriminatory accuracy (MAIHDA) is a leading quantitative approach for intersectionality-informed health research, but most applications analyse binary or cross-sectional outcomes, ignoring event timing. We applied a multilevel survival (shared frailty) model within the MAIHDA framework to examine intersectional disparities in time-to-diagnosis of hypertension.

Methods: Using 2019 Korean Community Health Survey data (n=228 632), we defined intersectional strata by sex, education, income and residential area. Three survival specifications were implemented: accelerated failure time (AFT), parametric proportional hazards (PHs) and semi-parametric Cox PH models, each with stratum-level random intercepts (shared frailty terms). Between-stratum variance was summarised with the variance partition coefficient (VPC) where estimable and proportional change in variance quantified fixed-effect contributions. Stratum-specific random effects were compared across model types to assess ranking stability.

Results: Between-stratum variance was small overall (AFT VPC: 1.8%), but several strata deviated markedly from the grand mean. Strata with low education and low income were diagnosed earlier than average, while high-education, low-income strata were diagnosed later. Geographic context modified these effects. Time-to-diagnosis patterns often diverged from prevalence patterns. Across models, random effect estimates and ranks were highly correlated (Spearman's ρ>0.97), though some middle-ranked strata shifted by up to six positions.

Conclusions: Applying a multilevel survival (shared frailty) model within MAIHDA enables examination of when disparities emerge, not just whether they exist. This approach retains MAIHDA's interpretability while leveraging time-to-event data, offering advantages in settings with incomplete follow-up or irregular observation windows.

背景:个体异质性和歧视性准确性的多水平分析(MAIHDA)是交叉性信息健康研究的主要定量方法,但大多数应用分析二元或横断面结果,忽略了事件时间。我们在MAIHDA框架内应用了一个多水平生存(共同脆弱)模型来检查高血压诊断时间的交叉差异。方法:利用2019年韩国社区健康调查数据(n= 228632),按性别、教育程度、收入和居住区域划分交叉阶层。采用了三种生存指标:加速失效时间(AFT)、参数比例危险度(PHs)和半参数Cox PH模型,每种模型都具有层水平随机截距(共享脆弱项)。用方差分配系数(VPC)总结层间方差,其中方差的可估计和比例变化量化了固定效应的贡献。对不同模型类型的层特异性随机效应进行比较,以评估排名的稳定性。结果:阶层间的总体差异很小(AFT VPC: 1.8%),但有几个阶层明显偏离大平均值。受教育程度低、收入低的人群诊断早于平均水平,而受教育程度高、收入低的人群诊断晚于平均水平。地理环境改变了这些影响。诊断时间模式往往与患病率模式不同。在整个模型中,随机效应估计和等级高度相关(斯皮尔曼的ρ>0.97),尽管一些中等等级的阶层移动了多达6个位置。结论:在MAIHDA中应用多级生存(共同脆弱性)模型可以检查差异何时出现,而不仅仅是差异是否存在。这种方法在利用事件时间数据的同时保留了MAIHDA的可解释性,在随访不完整或观察窗口不规则的情况下具有优势。
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引用次数: 0
Whose health is impacted by income inequality? Associations between county-level income inequality and healthcare utilisation in an insured population. 谁的健康受到收入不平等的影响?县级收入不平等与参保人口医疗保健利用之间的关系。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-25 DOI: 10.1136/jech-2024-223562
Martha Johnson, Cory Silver, Winnie Chi, Pelin Ozluk, Darrell Gray, Shantanu Agrawal

Background: Many studies have detected a negative relationship between income inequality and general measures of health. However, data limitations have prevented a full understanding of whose health is impacted and in what ways.

Methods: In this study, we combined area-level census data with individual-level health claims data to estimate the cross-sectional association between county-level income inequality and healthcare utilisation across a range of member characteristics.

Results: We found that a 1 SD increase in the Gini coefficient was associated with about 5% higher medical and pharmacy costs and a 0.2 percentage-point increase in the probability of a hospital visit within the year. Income inequality was associated with higher medical costs primarily among adults with commercial insurance, more emergency department visits among children and Medicaid members, and more hospital visits among older adults, including Medicare members. By examining diagnoses attached to claims, we found that income inequality was associated with detrimental impacts on mental health, as indicated by higher spending for anxiety and depression and more emergency department visits for substance-use disorders.

Conclusions: Income inequality was associated with worse health across a wide range of members by age, income and insurance type, and can be considered as a risk factor by policymakers and health systems.

背景:许多研究发现收入不平等与一般健康指标之间存在负相关关系。然而,由于数据有限,无法充分了解哪些人的健康受到影响,以及以何种方式受到影响。方法:在本研究中,我们将地区层面的人口普查数据与个人层面的健康索赔数据相结合,以估计县级收入不平等与医疗保健利用之间在一系列成员特征中的横断面关联。结果:我们发现,基尼系数每增加1个标准差,医疗和药房成本就会增加约5%,一年内去医院就诊的概率就会增加0.2个百分点。收入不平等主要与拥有商业保险的成年人较高的医疗费用、儿童和医疗补助计划成员较多的急诊就诊以及老年人(包括医疗保险成员)较多的住院就诊有关。通过检查索赔附带的诊断,我们发现收入不平等与对心理健康的有害影响有关,正如焦虑和抑郁的更高支出以及药物使用障碍的更多急诊就诊所表明的那样。结论:收入不平等与年龄、收入和保险类型不同的广泛成员的健康状况恶化有关,可以被政策制定者和卫生系统视为一个风险因素。
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引用次数: 0
Paternal smoking cessation before pregnancy reduces the risk of spontaneous abortion: a population-based retrospective cohort study. 父亲在怀孕前戒烟可降低自然流产的风险:一项基于人群的回顾性队列研究。
IF 3.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-12-25 DOI: 10.1136/jech-2025-225167
Ziyi Cheng, Ying Yang, Sijing Ding, Zheheng Liu, Meiya Liu, Youhong Liu, Die Xu, Qianru Wu, Yuyan Wu, Chuanyu Zhao, Jiaxin Li, Xinyi Lyu, Jihong Xu, Yuan He, Yuanyuan Wang, Zuoqi Peng, Ya Zhang, Hongguang Zhang, Qiaomei Wang, Yiping Zhang, Haiping Shen, Donghai Yan, Long Wang, Xu Ma

Background: During preconception counselling, pregnant women who smoke are advised to quit smoking. While the adverse effects of paternal smoking on pregnancy and perinatal outcomes have been increasingly recognised, the health benefits of paternal smoking cessation prior to conception remain understudied.

Methods: The current study involved non-smoking reproductive-aged Chinese women who participated two times in the National Free Prepregnancy Checkups Project during 2010-2018. A total of 158 986 pregnancies were included, with husbands reporting smoking at the preconception examination stage during their first participation. The primary exposure was paternal smoking cessation before pregnancy. And the primary outcome was spontaneous abortion (SAB) recorded in the second participation. Inverse-probability-weighted (IPW) logistic regression was used to estimate ORs and their 95% CIs of SAB with paternal smoking cessation before pregnancy. Instrumental variable (IV) analyses were further used to estimate the association.

Results: Compared with continued paternal smoking, paternal smoking cessation before pregnancy was associated with a reduced risk of SAB (IPW-adjusted OR 0.86 (95% CI 0.81 to 0.91); IV-estimated OR 0.79 (95% CI 0.76 to 0.82)). Additionally, a decrease in paternal smoking was also associated with a lower risk of SAB. Notably, the risk of SAB was still higher than that of those without paternal smoking in IV analysis (OR 1.21 (95% CI 1.26 to 1.32)).

Conclusions: Paternal smoking cessation prior to conception is linked to a reduced risk of SAB. However, the risk of SAB among women with paternal smoking cessation was still higher than that among those without paternal smoking. Preconception counselling should advise fathers who smoke to quit.

背景:在孕前咨询中,建议吸烟的孕妇戒烟。虽然越来越多的人认识到父亲吸烟对怀孕和围产期结果的不利影响,但父亲在怀孕前戒烟对健康的好处仍未得到充分研究。方法:本研究纳入2010-2018年两次参加国家免费孕前检查项目的中国非吸烟育龄妇女。总共有158 986例怀孕被纳入调查,其中丈夫在第一次参与调查时在孕前检查阶段报告吸烟。主要暴露是父亲在怀孕前戒烟。第二次随访的主要结局为自然流产(SAB)。使用逆概率加权(IPW) logistic回归估计父亲在怀孕前戒烟的SAB的or及其95% ci。进一步使用工具变量(IV)分析来估计相关性。结果:与父亲继续吸烟相比,父亲在怀孕前戒烟与SAB风险降低相关(ipw校正OR 0.86 (95% CI 0.81 ~ 0.91);iv估计OR 0.79 (95% CI 0.76至0.82))。此外,父亲吸烟的减少也与SAB风险的降低有关。值得注意的是,在静脉分析中,SAB的风险仍然高于父亲不吸烟的人(OR 1.21 (95% CI 1.26 ~ 1.32))。结论:父亲在怀孕前戒烟与降低SAB风险有关。然而,父亲戒烟的女性发生SAB的风险仍然高于父亲不吸烟的女性。孕前咨询应建议吸烟的父亲戒烟。
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引用次数: 0
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Journal of Epidemiology and Community Health
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