Relative risks

相对风险
  • 文章类型: Journal Article
    建立免于疾病是监测的关键组成部分,可能对贸易和经济产生直接影响。跨界人口在可变立法方面构成挑战,努力,和国家之间的数据可用性,经常限制监视效率。慢性消耗性疾病(CWD)是子宫颈的传染性朊病毒病。长的潜伏期和缓慢的初始流行病增长使得在流行病的早期阶段很难发现CWD。最近在挪威的野生驯鹿中出现了CWD,对挪威的大约250,000只半驯化驯鹿和瑞典的250,000只半驯化驯鹿构成威胁,包括跨界人口。这里,我们对挪威和瑞典所有驯鹿地区的监测数据(2016-2022年)进行了首次分析,以确定免于CWD感染的可能性.在这六年中,在瑞典测试了6017只半驯化的驯鹿,在挪威测试了51,974只。大多数样本来自健康的屠宰动物(低风险)。驯鹿使用大型和偏远地区,并且难以获得来自下降的种群和具有临床症状的动物的(高风险)样本。针对输入参数的七个不同值集合运行了场景树模型(区域内和区域之间的设计流行率,引入的可能性,和相对风险),以确定对监测敏感性的影响。在国家一级,到2021年,瑞典和挪威的疾病自由的平均概率分别为59.0%和87.0%.对敏感性的最明显影响是在地区内部和地区之间改变设计患病率。相对风险比的不确定性对瑞典的敏感性影响大于挪威,由于前者高危人群中动物的比例较高(13.8%vs.2.1%,分别)。瑞典49个地区中的8.2%和挪威46个地区中的43.5%达到90%或更高的无疾病概率,设计患病率为0.5%。瑞典的29个地区(59.2%)和挪威的10个地区(21.7%)的自由概率保持在60%以下。在国家一级,只有挪威的样本数量足够多,在10年内达到95%以上的疾病自由概率.我们的跨境评估为根据CWD患病率和传播风险的空间格局设计未来的监视工作提供了重要的知识库。
    Establishing freedom from disease is a key component of surveillance and may have direct consequences for trade and economy. Transboundary populations pose challenges in terms of variable legislation, efforts, and data availability between countries, often limiting surveillance efficiency. Chronic wasting disease (CWD) is a contagious prion disease of cervids. The long incubation period and slow initial epidemic growth make it notoriously difficult to detect CWD in the early phase of an epidemic. The recent emergence of CWD in wild reindeer in Norway poses a threat to approximately 250,000 semi-domesticated reindeer in Norway and 250,000 in Sweden, including transboundary populations. Here, we provide a first analysis of surveillance data (2016-2022) from all reindeer districts in Norway and Sweden to determine the probability of freedom from CWD infection. During the six years, 6017 semi-domesticated reindeer were tested in Sweden and 51,974 in Norway. Most samples came from healthy slaughtered animals (low risk). Reindeer use large and remote areas and (high risk) samples from fallen stock and animals with clinical signs were difficult to obtain. A scenario tree model was run for seven different set of values for the input parameters (design prevalence within and between districts, probability of introduction, and relative risks) to determine the effect on surveillance sensitivity. At the national level, the mean probability of disease freedom was 59.0 % in Sweden and 87.0 % in Norway by 2021. The most marked effect on sensitivity was varying the design prevalence both within and between districts. Uncertainty about relative risk ratios affected sensitivity for Sweden more than for Norway, due to the higher proportion of animals in the high-risk group in the former (13.8 % vs. 2.1 %, respectively). A probability of disease freedom of 90 % or higher was reached in 8.2 % of the 49 districts in Sweden and 43.5 % of the 46 districts in Norway for a design prevalence of 0.5 %. The probability of freedom remained below 60 % in 29 districts (59.2 %) in Sweden and 10 districts (21.7 %) in Norway. At the national level, only Norway had a sufficiently large number of samples to reach a probability of more than 95 % of disease freedom within a period of 10 years. Our cross-border assessment forms an important knowledge base for designing future surveillance efforts depending on the spatial pattern of prevalence of CWD and risk of spread.
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  • 文章类型: Journal Article
    这项研究的目的是分析圣保罗市高流行地区先天性梅毒(CS)的时空风险,SP,巴西,并评估其与社会经济的关系,人口统计学,和环境变量。根据2010年至2016年从310个地区收集的具有时空成分的次级CS数据进行了生态研究。使用集成嵌套拉普拉斯近似(INLA)方法在贝叶斯背景下对数据进行建模。风险图显示,随着时间的推移,CS趋势不断增加,并突出显示了每年风险最高和最低的领域。该模型显示,与CS风险较高正相关的因素是Gini指数和18-24岁未受过教育或初等教育不完整的女性比例,而与育龄妇女比例和人均收入呈负相关的因素。
    The aim of this study is to analyze the spatiotemporal risk of congenital syphilis (CS) in high-prevalence areas in the city of São Paulo, SP, Brazil, and to evaluate its relationship with socioeconomic, demographic, and environmental variables. An ecological study was conducted based on secondary CS data with spatiotemporal components collected from 310 areas between 2010 and 2016. The data were modeled in a Bayesian context using the integrated nested Laplace approximation (INLA) method. Risk maps showed an increasing CS trend over time and highlighted the areas that presented the highest and lowest risk in each year. The model showed that the factors positively associated with a higher risk of CS were the Gini index and the proportion of women aged 18-24 years without education or with incomplete primary education, while the factors negatively associated were the proportion of women of childbearing age and the mean per capita income.
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  • 文章类型: Journal Article
    极端温度和空气污染引起了人们对其对人口健康影响的广泛关注。
    为探索中国城市地区高/低温和空气污染物类型对各种人群健康的定量暴露风险,这项研究评估了温度和空气污染物对任城区每日非意外死亡的影响,济宁市,中国从2019年到2021年。
    使用泊松回归模型和分布滞后非线性模型的组合来检查温度之间的关系,空气污染物,每天非意外死亡。我们发现温度和空气污染物对非意外死亡率有显著的非线性影响。高温和低温都对非意外死亡有明显影响,热效应立即发生并持续2-3天,而感冒的影响持续6-12天。PM2.5,NO2和SO2非意外死亡的相对风险在冬季最高,在秋季最低。春季O3非意外死亡的相对风险最高,其他季节没有明显变化。老年人(≥75岁)和户外工人受到温度和空气污染物暴露的风险最大。
    在任城区暴露于极端温度和空气污染物与死亡率增加有关。在气候变化的影响下,决策者有必要采取措施降低居民非意外死亡的风险。
    Extreme temperatures and air pollution have raised widespread concerns about their impact on population health.
    To explore the quantitative exposure risks of high/low temperatures and types of air pollutants on the health of various populations in urban areas in China, this study assessed the effects of temperature and air pollutants on daily non-accidental deaths in Rencheng District, Jining City, China from 2019 to 2021.
    A combination of Poisson regression models and distributed lag non-linear models was used to examine the relationships between temperature, air pollutants, and daily non-accidental deaths. We found that temperature and air pollutants had a significant non-linear effect on non-accidental mortality. Both high and low temperatures had a noticeable impact on non-accidental deaths, with heat effects occurring immediately and lasting 2-3 days, while cold effects lasted for 6-12 days. The relative risks of non-accidental deaths from PM2.5, NO2, and SO2 were highest in winter and lowest in autumn. The relative risk of non-accidental deaths from O3 was highest in spring, with no significant variations in other seasons. Older adults (≥75) and outdoor workers were at the greatest risk from temperature and air pollutant exposure.
    Exposure to extreme temperatures and air pollutants in the Rencheng District was associated with an increased mortality rate. Under the influence of climate change, it is necessary for policymakers to take measures to reduce the risk of non-accidental deaths among residents.
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  • 文章类型: Journal Article
    未经评估:考虑到相反的结果-例如,生存而不是死亡-可能会影响关于哪个亚群从治疗中受益更多或从暴露中遭受更多痛苦的结论。
    未经批准:对于COVID-19后死亡和黑色素瘤后破产的案例研究,我们计算和解释相对风险,赔率比,不同年龄段的风险差异。由于任何一项研究都没有既定的效果衡量标准或结果,我们重做这些生存和偿付能力的分析。
    未经评估:在一项关于COVID-19的案例研究中,忽略了混杂因素,相对死亡风险表明,40-49岁的COVID-19墨西哥人更多地受到他们毫无准备的医疗保健系统的影响,使用意大利的系统作为基线,比他们60-69岁的同龄人还要多。相对生存风险和风险差异得出相反的结论。在黑色素瘤治疗后破产的案例研究中也发生了类似的现象。
    未经评估:为了提高这个悖论的透明度,报告一个结果的研究人员应该注意,如果考虑到相反的结果会得出不同的结论。如果可能,研究人员还应报告或估计潜在的风险以及影响措施。
    UNASSIGNED: Considering the opposite outcome-for example, survival instead of death-may affect conclusions about which subpopulation benefits more from a treatment or suffers more from an exposure.
    UNASSIGNED: For case studies on death following COVID-19 and bankruptcy following melanoma, we compute and interpret the relative risk, odds ratio, and risk difference for different age groups. Since there is no established effect measure or outcome for either study, we redo these analyses for survival and solvency.
    UNASSIGNED: In a case study on COVID-19 that ignores confounding, the relative risk of death suggested that 40-49-year-old Mexicans with COVID-19 suffered more from their unprepared healthcare system, using Italy\'s system as a baseline, than their 60-69-year-old counterparts. The relative risk of survival and the risk difference suggested the opposite conclusion. A similar phenomenon occurred in a case study on bankruptcy following melanoma treatment.
    UNASSIGNED: To increase transparency around this paradox, researchers reporting one outcome should note if considering the opposite outcome would yield different conclusions. When possible, researchers should also report or estimate underlying risks alongside effect measures.
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  • 文章类型: Journal Article
    OBJECTIVE: A recent paper by Doi et al. advocated completely replacing the relative risk (RR) with the odds ratio (OR) as the effect measure in clinical trials and meta-analyses with binary outcomes. Besides some practical advantages of RR over OR, Doi et al.\'s key assumption that the OR is \"portable\" in the meta-analysis, that is, study-specific ORs are likely not correlated with baseline risks, was not well justified.
    UNASSIGNED: We summarized Spearman\'s rank correlation coefficient between study-specific ORs and baseline risks in 40,243 meta-analyses from the Cochrane Database of Systematic Reviews.
    RESULTS: Study-specific ORs tend to be higher in studies with lower baseline risks of disease for most meta-analyses in Cochrane Database of Systematic Reviews. Using an actual meta-analysis example, we demonstrate that there is a strong negative correlation between OR (RR or RD) with the baseline risk and the conditional effects notably vary with baseline risks.
    CONCLUSIONS: Replacing RR or RD with OR is currently unadvisable in clinical trials and meta-analyses. It is possible that no effect measure is \"portable\" in a meta-analysis. In addition to the overall (or marginal) effect, we suggest presenting the conditional effect based on the baseline risk using a bivariate generalized linear mixed model.
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  • 文章类型: Journal Article
    随着韩国最近新的严重急性呼吸道综合症-冠状病毒2(SARS-Cov-2,COVID-19)的激增,这项研究试图调查环境条件,如空气污染物(PM2.5)和气象协变量(温度)对首尔COVID-19传播的影响。为了解释首尔25个毗连地区每日确诊的COVID-19病例中未观察到的异质性,我们对广义线性混合模型采用完全贝叶斯分层方法。正式的统计分析表明,PM2.5浓度的7天滞后效应与确诊的COVID-19病例数之间存在正相关关系,这意味着传染病的风险增加。相反,温度与COVID-19病例数呈负相关,导致相对风险的降低。此外,我们澄清了COVID-19相对风险的随机波动主要来自时间方面,而在25个地区的空间排列方面,没有观察到相对风险差异的显著证据。然而,本研究使用基于模型的正式评估,从不同角度对首尔25个地区的COVID-19感染风险进行了实证研究.
    With a recent surge of the new severe acute respiratory syndrome-coronavirus 2 (SARS-Cov-2, COVID-19) in South Korea, this study attempts to investigate the effects of environmental conditions such as air pollutants (PM2.5) and meteorological covariate (Temperature) on COVID-19 transmission in Seoul. To account for unobserved heterogeneity in the daily confirmed cases of COVID-19 across 25 contiguous districts within Seoul, we adopt a full Bayesian hierarchical approach for the generalized linear mixed models. A formal statistical analysis suggests that there exists a positive correlation between a 7-day lagged effect of PM2.5 concentration and the number of confirmed COVID-19 cases, which implies an elevated risk of the infectious disease. Conversely, temperature has shown a negative correlation with the number of COVID-19 cases, leading to reduction in relative risks. In addition, we clarify that the random fluctuation in the relative risks of COVID-19 mainly originates from temporal aspects, whereas no significant evidence of variability in relative risks is observed in terms of spatial alignment of the 25 districts. Nevertheless, this study provides empirical evidence using model-based formal assessments regarding COVID-19 infection risks in 25 districts of Seoul from a different perspective.
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  • 文章类型: Journal Article
    While much has been achieved, much remains to be accomplished in the science of preventing the spread of HIV infection. Clinical trials that are properly designed, conducted and analyzed are of integral importance in the pursuit of reliable insights about HIV prevention. As we build on previous scientific breakthroughs, there will be an increasing need for clinical trials to be designed to efficiently achieve insights without compromising their reliability and generalizability. Key design features should continue to include: 1) the use of randomization and evidence-based controls, 2) specifying the use of intention-to-treat analyses to preserve the integrity of randomization and to increase interpretability of results, 3) obtaining direct assessments of effects on clinical endpoints such as the risk of HIV infection, 4) using either superiority designs or non-inferiority designs with rigorous non-inferiority margins, and 5) enhancing generalizability through the choice of a relative risk rather than risk difference metric. When interventions have complementary and potentially synergistic effects, factorial designs should be considered to increase efficiency as well as to obtain clinically important insights about interaction and the contribution of component interventions to the efficacy and safety of combination regimens. Key trial conduct issues include timely enrollment of participants at high HIV risk recruited from populations with high viral burden, obtaining \'best real-world achievable\' levels of adherence to the interventions being assessed and ensuring high levels of retention. High quality of trial conduct occurs through active rather than passive monitoring, using pre-specified targeted levels of performance with defined methods to achieve those targets. During trial conduct, active monitoring of the performance standards not only holds the trial leaders accountable but also can assist in the development and implementation of creative alternative approaches to increase the quality of trial conduct. Designing, conducting and analyzing HIV prevention trials with the quality needed to obtain reliable insights is an ethical as well as scientific imperative.
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  • 文章类型: Journal Article
    Given the role of exposures related to residence in the development of nasopharyngeal carcinoma (NPC) has not been well explored, present study aims to investigate the magnitude and pattern of associations for NPC with lifelong residential exposures.
    We carried out a multi-center, population-based case-control study with 2533 incident NPC cases and 2597 randomly selected population controls in southern China between 2010 and 2014. We performed multivariate logistic regression to estimate odds ratios (ORs) with 95% confidence intervals (CIs) for the risk of NPC associated with residential exposures.
    Compared with those living in a building over lifetime, risk of NPC was higher for individuals living in a cottage (OR: 1.56; 95% CI: 1.34-1.81) or in a boat (3.87; 2.07-7.21). NPC risk was also increased in individuals using wood (1.34; 1.03-1.75), coal (1.70; 1.17-2.47), or kerosene (3.58; 1.75-7.36) vs. using gas/electricity as cooking fuel; using well water (1.57; 1.34-1.83), river water (1.80; 1.47-2.21), or spring/pond/stream water (2.03; 1.70-2.41) vs. tap water for source of drinking water; living in houses with smaller-sized vs. larger windows in the bedroom (3.08; 2.46-3.86), hall (1.89; 1.55-2.31) or kitchen (1.67; 1.34-2.08); and increasing exposure to cooking smoke [(1.53; 1.20-1.94) for high exposure)] or burned incense [(1.59; 1.31-1.95) for daily use)]. Weighted Cox regression analysis corroborated these results.
    Poorer residential conditions and household air pollution are associated with an increased risk of NPC. Large-scale studies in other populations or longitudinal studies are warranted to further corroborate these findings.
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  • 文章类型: Journal Article
    OBJECTIVE: To examine the magnitude of sex differences in survival from the coronavirus disease 2019 (COVID-19) in Europe across age groups and regions. We hypothesized that men have a higher mortality than women at any given age but that sex differences will decrease with age as only the healthiest men survive to older ages.
    METHODS: We used population data from the Institut National D\'Études Démographiques on cumulative deaths due to COVID-19 from February to June 2020 in 10 European regions: Denmark, Norway, Sweden, The Netherlands, England and Wales, France, Germany, Italy, Spain and Portugal. For each region, we calculated cumulative mortality rates stratified by age and sex and corresponding relative risks for men vs. women.
    RESULTS: The relative risk of dying from COVID-19 was higher for men than for women in almost all age groups in all regions. The overall relative risk ranged from 1.11 (95% confidence interval, CI 1.01-1.23) in Portugal to 1.54 (95% CI 1.49-1.58) in France. In most regions, sex differences increased until the ages of 60-69 years, but decreased thereafter with the smallest sex difference at age 80+ years.
    CONCLUSIONS: Despite variability in data collection and time coverage among regions, the study showed an overall similar pattern of sex differences in COVID-19 mortality in Europe.
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  • 文章类型: Journal Article
    We provide methods to estimate the confidence interval for the difference between two relative risks. Letting p0, p1, and p2 be the probabilities of an event in three groups (i.e. control, treatment 1, treatment 2), our methods estimate a confidence interval for r = p1/p0 - p2/p0. We highlight that our methods can handle small sample sizes, covariates, and study populations from multiple strata. We specifically developed these methods for vaccine trials to estimate the difference between two vaccine efficacies, where VE1 = 1 - p1/p0, VE2 = 1 - p2/p0 and r = VE2 - VE1. We showcase our methods by using interim data from one of these trials to suggest that one dose of the human papillomavirus vaccine may be as efficacious as two doses of the vaccine.
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