Joinpoint regression

连接点回归
  • 文章类型: Journal Article
    背景:地中海贫血是全球范围内重大的公共卫生挑战。然而,地中海贫血的全球负担和与之相关的差异仍然知之甚少。我们的研究旨在揭示全球地中海贫血的长期时空趋势,区域,和国家层面,分析年龄的影响,时间段,和出生队列,并指出地中海贫血负担的全球差异。
    方法:我们从2019年全球疾病负担研究(GBD)中提取了有关地中海贫血负担的数据。我们采用连接点回归模型来评估地中海贫血负担的时间趋势,并采用年龄-时期-队列模型来评估年龄的影响。period,和地中海贫血死亡率队列。
    结果:从1990年到2019年,地中海贫血事件病例数,普遍的情况下,死亡病例,残疾调整寿命年(DALYs)下降了20.9%,3.1%,38.6%,和43.1%,分别。年龄标准化的发病率,患病率,死亡率,DALY在各个地区都出现了下降,中高,中间,和中低端社会人口指数(SDI),然而,在SDI低和SDI中低端地区以及东南亚,在五岁以下儿童中达到顶峰。男性的全球患病率高于女性。全球死亡率随着年龄的增长而持续下降。
    结论:地中海贫血的全球负担显著下降,然而,在性别方面存在显著差异,年龄组,perments,出生队列,SDI地区,和GBD地区。系统性干预措施,包括早期筛查,遗传咨询,婚前健康检查,产前诊断应优先考虑低,和中低端SDI,特别是在东南亚。未来基于人群的研究应特别关注地中海贫血亚型和输血需求。国家登记处应通过新生儿筛查加强数据采集。
    BACKGROUND: Thalassemia represents a significant public health challenge globally. However, the global burden of thalassemia and the disparities associated with it remain poorly understood. Our study aims to uncover the long-term spatial and temporal trends in thalassemia at global, regional, and national levels, analyze the impacts of age, time periods, and birth cohorts, and pinpoint the global disparities in thalassemia burden.
    METHODS: We extracted data on the thalassemia burden from the Global Burden of Disease Study (GBD) 2019. We employed a joinpoint regression model to assess temporal trends in thalassemia burden and an age-period-cohort model to evaluate the effects of age, period, and cohort on thalassemia mortality.
    RESULTS: From 1990 to 2019, the number of thalassemia incident cases, prevalent cases, mortality cases, and disability-adjusted life years (DALYs) decreased by 20.9%, 3.1%, 38.6%, and 43.1%, respectively. Age-standardized rates of incidence, prevalence, mortality, and DALY declined across regions with high, high-middle, middle, and low-middle sociodemographic index (SDI), yet remained the highest in regions with low SDI and low-middle SDI as well as in Southeast Asia, peaking among children under five years of age. The global prevalence rate was higher in males than in females. The global mortality rate showed a consistent decrease with increasing age.
    CONCLUSIONS: The global burden of thalassemia has significantly declined, yet notable disparities exist in terms of gender, age groups, periods, birth cohorts, SDI regions, and GBD regions. Systemic interventions that include early screening, genetic counseling, premarital health examinations, and prenatal diagnosis should be prioritized in regions with low, and low-middle SDI, particularly in Southeast Asia. Future population-based studies should focus specifically on thalassemia subtypes and transfusion requirements, and national registries should enhance data capture through newborn screening.
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  • 文章类型: Journal Article
    我们的目标是描述全球育龄妇女(WCBA)中缺血性心脏病(IHD)的当前患病率和死亡情况。区域,和国家层面,并分析其1990年至2019年的时间趋势。
    WCBA定义为15-49岁女性。从2019年全球疾病负担研究中提取了七个年龄组的IHD患病率和死亡人数的估计值和95%的不确定性区间(UI)。使用直接年龄标准化方法估计WCBA中IHD的年龄标准化患病率和死亡率(ASPR和ASDR)。Joinpoint回归分析用于计算平均年变化百分比(AAPC),以代表1990年至2019年的时间趋势。
    在1990年至2019年之间,IHD的全球ASPR增长了3.21%,最终达到367.21(95%UI,295.74-430.16)每100,000个人的案例。相反,ASDR降至11.11(95%UI,10.10-12.30)每100,000个人。2019年,在五个社会人口指数(SDI)地区中,在中高SDI地区观察到最高的ASPR,而ASDR最高的是中低SDI地区。区域,加勒比海地区报告的ASPR最高(每10万人563.11;95%UI,493.13-643.03),大洋洲报告的ASDR最高(每100,000个人20.20;95%UI,13.01-31.03)。在国家一级,特立尼达和多巴哥的ASPR最高(每100,000个人730.15;95%UI,633.96-840.13),所罗门群岛的ASDR最高(每10万人中77.77人;95%UI,47.80-121.19)。重要的是,在过去的三十年里,全球ASPR显着增加[AAPC=0.11%,95%置信区间(CI):0.09-0.13;P<0.001],虽然ASDR呈显著下降趋势(AAPC=-0.86%,95%CI:-1.11至-0.61;P<0.001)。空气污染,烟草使用,高收缩压,身体质量指数升高,饮食风险,和高LDL胆固醇已被确定为2019年WCBA中IHD相关死亡的六个主要危险因素。
    尽管过去三十年来WCBA中IHD的全球ASDR显着下降,ASPR继续升级。我们需要对WCBAIHD负担的增加保持警惕。它要求采取积极的预防策略,严格控制风险因素,以及在未来几年中提高医疗保健覆盖率,以减轻WCBA中IHD的疾病负担。
    UNASSIGNED: Our objective is to describe the current prevalence and death of ischemic heart disease (IHD) in women of childbearing age (WCBA) at the global, regional, and national levels and to analyze its temporal trends from 1990 to 2019.
    UNASSIGNED: WCBA was defined as women aged 15-49 years. Estimates and 95% Uncertainty Intervals (UI) of IHD prevalence and death numbers for seven age groups were extracted from the 2019 Global Burden of Disease Study. The age-standardized prevalence and death rate (ASPR and ASDR) of IHD in WCBA was estimated using the direct age-standardization method. Joinpoint regression analysis was used to calculate average annual percent change (AAPC) to represent the temporal trends from 1990 to 2019.
    UNASSIGNED: Between 1990 and 2019, the global ASPR of IHD experienced a 3.21% increase, culminating in 367.21 (95% UI, 295.74-430.16) cases per 100,000 individuals. Conversely, the ASDR decreased to 11.11 (95% UI, 10.10-12.30) per 100,000 individuals. In 2019, among the five sociodemographic index (SDI) regions, the highest ASPR was observed in the high-middle SDI region, whereas the highest ASDR was found in the low-middle SDI region. Regionally, the Caribbean reported the highest ASPR (563.11 per 100,000 individuals; 95% UI, 493.13-643.03), and Oceania reported the highest ASDR (20.20 per 100,000 individuals; 95% UI, 13.01-31.03). At the national level, Trinidad and Tobago exhibited the highest ASPR (730.15 per 100,000 individuals; 95% UI, 633.96-840.13), and the Solomon Islands had the highest ASDR (77.77 per 100,000 individuals; 95% UI, 47.80-121.19). Importantly, over the past three decades, the global ASPR has seen a significant increase [AAPC = 0.11%, 95% Confidence Interval (CI): 0.09-0.13; P < 0.001], while the ASDR has demonstrated a significant decreasing trend (AAPC = -0.86%, 95% CI: -1.11 to -0.61; P < 0.001). Air pollution, tobacco use, high systolic blood pressure, elevated body mass index, dietary risks, and high LDL cholesterol have been identified as the leading six risk factors for IHD-related deaths among WCBA in 2019.
    UNASSIGNED: Despite the significant decline in the global ASDR for IHD among WCBA over the last thirty years, the ASPR continues to escalate. We need to remain vigilant about the increased burden of IHD in WCBA. It calls for aggressive prevention strategies, rigorous control of risk factors, and the enhancement of healthcare coverage to mitigate the disease burden of IHD among WCBA in forthcoming years.
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  • 文章类型: Journal Article
    中风是全球第二大死亡原因和主要致残原因。然而,中风的患病率在世界范围内如何变化尚不确定.
    这项研究的目的是分析中风患病率的时间趋势,包括缺血性卒中(IS),脑出血(ICH),和蛛网膜下腔出血(SAH)在全球,区域,和国家层面。
    中风的年龄标准化患病率(ASPR),IS,ICH,和SAH,以及它们相应的95%不确定度区间(UI),来自全球疾病负担的数据,受伤,和风险因素研究(GBD)2019年。这提供了2019年全球369种疾病和伤害负担的估计,以及过去30年的时间趋势。采用Joinpoint回归分析,通过计算年百分比变化(APC)和平均APC(AAPC)来分析1990-2019年的时间趋势,以及他们的95%置信区间(CI)。
    2019年,中风的全球ASPR为每100,000人口1240.263(95%UI:1139.711至1352.987),与其他地区相比,欧洲的ASPR普遍较低。在1990年至2019年期间,观察到卒中的ASPR在全球范围内显着下降(AAPC-0.200,95%CI:-0.215至-0.183),IS(AAPC-0.059%,95%CI:-0.077至-0.043),SAH(AAPC-0.476,95%CI:-0.483至-0.469),和ICH(AAPC-0.626,95%CI:-0.642至-0.611)。中风ASPR的发展趋势,IS,SAH和ICH在204个国家和地区差异很大。
    我们的研究结果强调了卒中患病率的显著全球差异,强调发展中地区需要持续监测和加强努力,以减轻全球卒中负担。
    UNASSIGNED: Stroke is the second leading cause of death and the leading cause of disability worldwide. However, how the prevalence of stroke varies across the world is uncertain.
    UNASSIGNED: The aim of this study was to analyze temporal trends of prevalence for stroke, including ischemic stroke (IS), intracerebral hemorrhage (ICH), and subarachnoid hemorrhage (SAH) at the global, regional, and national levels.
    UNASSIGNED: The age-standardized prevalence rates (ASPR) of stroke, IS, ICH, and SAH, along with their corresponding 95% uncertainty intervals (UI), were derived from data in the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019. This provides estimates for the burden of 369 diseases and injuries globally in 2019, as well as their temporal trends over the past 30 years. Joinpoint regression analysis was used to analyze the 1990-2019 temporal trends by calculating the annual percentage change (APC) and average annual percentage change (AAPC), as well as their 95% confidence interval (CI).
    UNASSIGNED: In 2019, the global ASPR of stroke was 1240.263 per 100,000 population (95% UI: 1139.711 to 1352.987), with ASPRs generally lower in Europe compared to other regions. Over the period from 1990 to 2019, a significant global decrease in ASPR was observed for stroke (AAPC -0.200, 95% CI: -0.215 to -0.183), IS (AAPC -0.059%, 95% CI: -0.077 to -0.043), SAH (AAPC -0.476, 95% CI: -0.483 to -0.469), and ICH (AAPC -0.626, 95% CI: -0.642 to -0.611). The trends of ASPR of stroke, IS, SAH, and ICH varied significantly across 204 countries and territories.
    UNASSIGNED: Our findings highlight significant global disparities in stroke prevalence, emphasizing the need for ongoing monitoring and intensified efforts in developing regions to reduce the global burden of stroke.
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  • 文章类型: Journal Article
    背景:烧伤是全球感染和死亡的最重要病因之一,在低收入和中等收入国家的病例数量最多。这是一项关于伊朗南部烧伤死亡的横断面研究。
    方法:在本研究中,2004年至2019年伊朗南部所有因烧伤而死亡的数据来自基于人群的电子死亡登记系统(EDRS).使用连接点回归方法来检验粗死亡率的趋势,标准化死亡率,和年寿命损失(YLL)率。为了测量YLL,使用了不同年龄和性别群体的死亡人数和预期寿命,考虑了标准寿命表。
    结果:在这项研究中,发生了2175人因烧伤而死亡,其中男性占50.6%(1106例),15-29岁年龄组占38.7%(841例)。在研究期间,粗死亡率和标准化死亡率呈下降趋势。男性年总数为25260人(每1000人中有0.8人),25,785(每1000人中有0.8人),在16年的研究中,两种性别都有51,045人(每1000人中有0.8人)。
    结论:考虑到15-29岁年龄组的高死亡率,由活跃的生产劳动力组成,需要采取必要的行动来改善安全设备并使工作场所安全。
    BACKGROUND: Burns constitute one of the most important etiologies of infection and mortality worldwide, with the most significant number of cases in low- and middle-income countries. This is a cross-sectional study on deaths due to burns in southern Iran.
    METHODS: In this study, data on all deaths due to burns in southern Iran between 2004 and 2019 was extracted from the population-based Electronic Death Registry System (EDRS). The Joinpoint Regression method was used to examine the trend of crude mortality rate, standardized mortality rate, and years of life lost (YLL) rate. In order to measure YLL, the number of deaths and life expectancy for different age and gender groups were used, for which the standard life table was considered.
    RESULTS: During this study, 2175 deaths due to burns occurred, 50.6% (1106 cases) of which were in men and 38.7% (841 cases) were in the 15-29 age group. The crude and the standardized mortality rate had a decreasing trend during the study years. The total number of YLL was 25260 (0.8 per 1000) in men, 25,785 (0.8 per 1000) in women, and 51,045 (0.8 per 1000) in both genders during the 16 years of the study.
    CONCLUSIONS: Considering the high mortality rate in the 15-29 age group, which consists of the active and productive labor force, necessary actions are needed in order to improve safety equipment and to make the workplace safe.
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  • 文章类型: Observational Study
    青少年是社会发展的动力,急性病毒性肝炎(AVH)在该人群中的患病率不容忽视。目前,在这个年龄段,关于AVH疾病负担的研究很少,大多数研究集中在慢性肝病上。在这项研究中,我们确定了青少年和年轻人(15-29)AVH负担的全球趋势,以帮助政策制定者实施精确的疾病干预措施.在这项对疾病趋势的观察研究中,我们仅从全球疾病负担(GBD)2019研究中收集数据。这项研究检查了患病率的趋势,2009年至2019年,全球21个地区青少年和年轻人的AVH发病率和死亡率。使用连接点回归模型分析了特定年龄的疾病趋势。AVH的总体全球疾病负担下降。每10万人患病率从2009年的316.13下降到2019年的198.79,发病率从2009年的3245.52下降到2019年的2091.93,死亡率从2009年的0.87下降到2019年的0.43。在学习期间,乙型肝炎的美德(HBV)在年轻人群中的患病率下降,但HBV以外其他类型肝炎的下降趋势不明显,尤其是HAV,甚至呈上升趋势。在15-29岁的青少年和年轻人中,2019年,西撒哈拉非洲地区的AVH患病率最高。不同年龄组死亡率存在显著差异;2009-2019年死亡率最高的年龄组为20-24岁,其次为15-19岁和25-29岁。尽管全球AVH疾病负担总体下降,AVH的一些原因,比如HAV,在研究期间呈上升趋势。此外,亚洲和非洲青少年和年轻人的AVH患病率高于世界其他地区,值得更多关注.最后,应该对20-24岁年龄组的死亡率进行更多研究.
    Adolescents and young adults are the driving force of social development, and the prevalence of acute viral hepatitis (AVH) in this population cannot be ignored. At present, there are few studies on the disease burden of AVH in this age group, and most studies focus on chronic liver disease. In this study, we identified global trends in the burden of AVH among adolescents and young adults (15-29) to help policymakers implement precise disease interventions. In this observational study of disease trends, we collected data exclusively from the Global Burden of Disease (GBD) 2019 study. This study examined the trends in the prevalence, incidence and mortality of AVH among adolescents and young adults in 21 regions of the world from 2009 to 2019. Age-specific disease trends were analysed with a joinpoint regression model. The overall global disease burden of AVH declined. The prevalence rate per 100,000 people decreased from 316.13 in 2009 to 198.79 in 2019, the incidence rate decreased from 3245.52 in 2009 to 2091.93 in 2019, and the death rate decreased from 0.87 in 2009 to 0.43 in 2019. During the study period, the prevalence of hepatitis B virtues (HBV) in the young population decreased, but the downward trend of other types of hepatitis other than HBV was not obvious, especially HAV, which even showed an upward trend. Among adolescents and young adults aged 15-29 years, Western Saharan Africa had the highest prevalence of AVH in 2019. There were significant differences in mortality rates among different age groups; 20-24 was the age group with the highest mortality rate from 2009 to 2019, followed by the 15-19 and 25-29 age groups. Although the overall global AVH disease burden declined, some causes of AVH, such as HAV, showed an upward trend during the study period. In addition, the prevalence of AVH among adolescents and young adults in Asia and Africa was higher than that in other parts of the world and warrants more attention. Finally, more research should be conducted on mortality in the 20-24 age group.
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  • 文章类型: Journal Article
    先天性心脏病(CHDs)是中国最普遍的出生缺陷,表现出显著的死亡率和发病率。近年来,CHD的发病率稳步上升,突出了严格研究重点的关键需求。
    2013-2022年海淀区CHD累计出生患病率为80.77/万例,反映主要受未成年人诊断影响的上升趋势,非关键先天性缺陷(非CCHD)。这种增加可以归因于诊断方法的进步。尽管在检测方面取得了进展,CHD的生存率没有相应提高.
    需要制定政策以促进CHD的分级管理。应及时更新诊断标准,以适应诊断技术的进步。此外,在不需要治疗性堕胎的情况下,应加强诊断后适当医疗咨询的提供。
    UNASSIGNED: Congenital heart defects (CHDs) represent the most prevalent birth defects in China, exhibiting significant mortality and morbidity rates. Recent years have witnessed a steady increase in the occurrence of CHDs, highlighting a crucial need for rigorous research focus.
    UNASSIGNED: The cumulative birth prevalence of CHDs in Haidian District from 2013 to 2022 was 80.77 per 10,000 births, reflective of an upward trend primarily influenced by the diagnosis of minor, non-critical congenital defects (non-CCHDs). This increase can be attributed to advancements in diagnostic methodologies. Despite the progress in detection, the survival rate for CHDs did not correspondingly improve.
    UNASSIGNED: Policies need to be formulated to promote the graded management of CHDs. There should be timely updates to the diagnostic criteria to align with advancements in diagnostic techniques. Moreover, in instances where therapeutic abortion is not required, the provision of appropriate medical consultation post-diagnosis should be enhanced.
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  • 文章类型: Journal Article
    背景:最近全球爆发的水痘(猴痘)已被世界卫生组织宣布为国际关注的突发公共卫生事件。鉴于健康,社会,以及COVID-19大流行的经济影响,人们对另一种传染病的出现感到担忧和焦虑,这是可以理解的,尤其是对这种传染病知之甚少。
    目的:我们使用Google趋势来探索在流行和非流行国家寻找水痘的在线健康信息模式,并调查了第一个国内病例的发布对互联网搜索量的影响。
    方法:Google趋势是一个可公开访问的免费数据源,可聚合全球Google搜索数据。谷歌搜索数据被用作2022年2月18日至8月18日寻求178天的在线健康信息的替代指标。在这段时间内下载了病例数最高的非流行国家的搜索数据(美国,西班牙,德国,英国,和法国)和5个流行国家(刚果民主共和国,尼日利亚,加纳,中非共和国,和喀麦隆)。Joinpoint回归分析用于测量在第一个人类病例宣布之前和之后的水痘搜索趋势的变化。
    结果:在所有非流行国家-美国发布首例病例后,在线健康信息搜索显着增加,西班牙,德国,英国,和法国,如显著的连接点回归模型所示。Joinpoint分析显示,具有3个显著连接点的模型是这些数据的最合适拟合,其中第一个连接点代表了水痘搜索趋势的初始上升,第二个连接点反映了水痘搜索趋势下降的开始,第三个连接点表示搜索趋势\'返回到第一个案例公告之前的搜索级别。虽然这种模式也在2个流行国家发现(即,加纳和尼日利亚),在中非共和国没有发现,刚果民主共和国,或者喀麦隆。
    结论:研究结果表明,在所有非地方病国家以及加纳和尼日利亚的地方病县公布了第一个国内病例后,寻求与水痘相关的在线健康信息激增。观察到的水痘搜索水平的增加的特征在于搜索的急剧但短暂的时间,然后急剧下降回到第一个病例发表之前观察到的水平。这些发现强调了提供准确、疾病暴发期间的相关在线公共卫生信息。然而,在线健康信息寻求行为只发生在短时间内,在发布新的案件相关信息时,需要及时提供准确的信息。
    BACKGROUND: The recent global outbreak of mpox (monkeypox) has already been declared a public health emergency of international concern by the World Health Organization. Given the health, social, and economic impacts of the COVID-19 pandemic, there is understandable concern and anxiety around the emergence of another infectious disease-especially one about which little is known.
    OBJECTIVE: We used Google Trends to explore online health information seeking patterns for mpox in endemic and nonendemic countries and investigated the impact of the publication of the first in-country case on internet search volume.
    METHODS: Google Trends is a publicly accessible and free data source that aggregates worldwide Google search data. Google search data were used as a surrogate measure of online health information seeking for 178 days between February 18 and August 18, 2022. Searching data were downloaded across this time period for nonendemic countries with the highest case count (United States, Spain, Germany, United Kingdom, and France) and 5 endemic countries (Democratic Republic of Congo, Nigeria, Ghana, Central African Republic, and Cameroon). Joinpoint regression analysis was used to measure changes in searching trends for mpox preceding and following the announcement of the first human case.
    RESULTS: Online health information seeking significantly increased after the publication of the first case in all the nonendemic countries-United States, Spain, Germany, United Kingdom, and France, as illustrated by significant joinpoint regression models. Joinpoint analysis revealed that models with 3 significant joinpoints were the most appropriate fit for these data, where the first joinpoint represents the initial rise in mpox searching trend, the second joinpoint reflects the start of the decrease in the mpox searching trend, and the third joinpoint represents searching trends\' return to searching levels prior to the first case announcement. Although this model was also found in 2 endemic countries (ie, Ghana and Nigeria), it was not found in Central African Republic, Democratic Republic of Congo, or Cameroon.
    CONCLUSIONS: Findings demonstrate a surge in online heath information seeking relating to mpox after the first in-country case was publicized in all the nonendemic countries and in Ghana and Nigeria among the endemic counties. The observed increases in mpox searching levels are characterized by sharp but short-lived periods of searching before steep declines back to levels observed prior to the publication of the first case. These findings emphasize the importance of the provision of accurate, relevant online public health information during disease outbreaks. However, online health information seeking behaviors only occur for a short time period, and the provision of accurate information needs to be timely in relation to the publication of new case-related information.
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  • 文章类型: Journal Article
    目的:了解广州市近11年女性恶性肿瘤发病和死亡的时间趋势,为今后的研究提供线索。方法:数据来自广州市癌症和死亡登记处。年龄标准化发病率(ASIR)和年龄标准化死亡率(ASMR)的平均年度百分比变化(AAPC)通过连接点回归获得。生成年龄-时期-队列(APC)模型来量化年龄的影响,period,和队列。结果:2010-2020年宫颈癌(AAPC=-4.3%)和卵巢癌(AAPC=-3.2%)的ASIR呈下降趋势,子宫癌的ASIR呈上升趋势。乳腺癌(APC=5.0%)和宫颈癌(APC=8.8%)的ASMR增加。APC模型突出了不同的年龄,period,和出生队列的影响取决于癌症部位。结论:广州市妇女宫颈癌和卵巢癌ASIR呈下降趋势。APC模型显示4种癌症的死亡率随年龄增长而增加。发病率和死亡率随着出生队列的增加而下降。建议对适当年龄的女性进行年度生殖癌症筛查,以减轻疾病负担。
    Objective: To understand the temporal trends of cancer incidence and mortality in women in Guangzhou during the past 11 years and provide clues for future research. Methods: Data were obtained from the Guangzhou Cancer and Death Registry. Average annual percentage changes (AAPCs) in age-standardized incidence rates (ASIRs) and age-standardized mortality rates (ASMRs) were obtained by joinpoint regression. The age-period-cohort (APC) model was generated to quantify the effects of age, period, and cohort. Results: The ASIRs for cervical (AAPC = -4.3%) and ovarian (AAPC = -3.2%) cancers showed a downward trend during 2010-2020, and that for uterine cancer showed an upward trend. The ASMRs of breast (APC = 5.0%) and cervical (APC = 8.8%) cancers increased. The APC model highlights different age, period, and birth cohort effects depending on the cancer site. Conclusion: The ASIRs for cervical and ovarian cancers among women in Guangzhou showed a decreasing trend during the period. The APC model showed mortality for 4 cancers increased with age. Incidence and mortality decreased with increasing birth cohort. Annual reproductive cancer screening is recommended for women of appropriate age to reduce the disease burden.
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  • 文章类型: Journal Article
    目的:药物利用研究人员通常对评估特定时间段内的处方和药物使用模式和趋势感兴趣。Joinpoint回归是一种有用的方法,可以识别长期趋势中的任何偏差,而无需对这些断点可能发生的位置有先入为主的概念。本文提供了一个关于使用连接点回归的教程,在Joinpoint软件中,用于分析药物利用数据。
    方法:讨论了有关连接点回归分析技术是否是合适方法的统计考虑因素。然后,我们提供了一个教程,作为通过分步应用程序进行连接点回归(在Joinpoint软件内)的介绍,这是一项使用美国阿片类药物处方数据开发的案例研究。数据来自2006年至2018年疾病控制和预防中心提供的公共文件。本教程提供了复制案例研究所需的参数和样本数据,并在药物利用研究中使用连接点回归报告结果的一般考虑因素。
    结果:案例研究评估了2006年至2018年美国阿片类药物处方的趋势,其中检测并解释了显着变化的时间点(一个在2012年,另一个在2016年)。
    结论:Joinpoint回归是用于进行描述性分析的药物利用的有用方法。该工具还有助于证实假设并识别用于拟合其他模型(如中断时间序列)的参数。该技术和随附的软件是用户友好的;然而,有兴趣使用联合点回归的研究人员应谨慎行事,并遵循最佳实践,以正确测量药物利用率.本文受版权保护。保留所有权利。
    Drug utilization researchers are often interested in evaluating prescribing and medication use patterns and trends over a specified period of time. Joinpoint regression is a useful methodology to identify any deviations in secular trends without a preconceived notion of where these break points might occur. This article provides a tutorial on the use of joinpoint regression, within Joinpoint software, for the analysis of drug utilization data.
    The statistical considerations for whether a joinpoint regression analytical technique is a suitable approach are discussed. Then, we offer a tutorial as an introduction on conducting joinpoint regression (within Joinpoint software) through a step-by-step application, which is a case study developed using opioid prescribing data from the United States. Data were obtained from public files available through the Centers for Disease Control and Prevention from 2006 to 2018. The tutorial provides parameters and sample data needed to replicate the case study and it concludes with general considerations for the reporting of results using joinpoint regression in drug utilization research.
    The case study evaluated the trend of opioid prescribing in the United States from 2006 to 2018, where time points of significant variation (one in 2012 and another in 2016) are detected and interpreted.
    Joinpoint regression is a helpful methodology for drug utilization for the purposes of conducting descriptive analyses. This tool also assists with corroborating assumptions and identifying parameters for fitting other models such as interrupted time series. The technique and accompanying software are user-friendly; however, researchers interested in using joinpoint regression should exercise caution and follow best practices for correct measurement of drug utilization.
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  • 文章类型: Journal Article
    未经批准:抑郁症已成为一个越来越重要的公共卫生问题。本研究旨在揭示中国抑郁症的发病趋势,美国,印度和世界从1990年到2019年,以及年龄的影响,时期和队列。
    UNASSIGNED:从2019年全球疾病负担研究中提取发病率数据,我们使用Joinpoint回归确定了年龄标准化发病率(ASIR)的趋势。实施了年龄-时期-队列分析来描述年龄的影响,period,和队列,以及长期趋势。
    UNASSIGNED:从1990年到2019年,中国抑郁症的ASIR低于美国;前5年印度低于美国,呈现下降趋势。印度和美国的发病率高于全球平均水平。这三个国家妇女的ASIR高于男子。在中国,老年人,早期和1954年左右出生的人患抑郁症的风险更高。在美国,1999年左右出生的年轻人患抑郁症的风险更高。印度与中国相似。
    未经评估:从1990年到2019年,整个中国的年龄效应增加,这个时期变得稳定了,队列效应下降。美国的总体年龄和时期影响降低,而队列效应增加。印度的年龄效应增加了,而时期和队列效应下降。抑郁症在世界范围内变得越来越严重,我们最好根据各年龄组的队列效果采取措施降低其发病率。
    UNASSIGNED: Depressive disorders have become an increasingly significant public health issue. This study is intended to show the trend of the incidence of depressive disorders in China, the United States, India and the world from 1990 to 2019, as well as the impact of age, period and cohort on it.
    UNASSIGNED: Extracting incidence data from the Global Burden of Disease Study 2019, we determined trends in the age-standardized incidence rate (ASIR) using Joinpoint regression. An age-period-cohort analysis was implemented to describe the effects of age, period, and cohort, as well as the long-term tendencies.
    UNASSIGNED: From 1990 to 2019, the ASIR of depressive disorders in China was lower than that in the United States; India is lower than the United States in the first 5 years, showing a downward trend. The incidence in India and the United States is higher than the global average. The ASIR of women in the three countries is higher than that of men. In China, the elderly, early period and people born around 1954 have a higher risk of depressive disorders. In the United States, young people born around 1999 have a higher risk of depressive disorders. India is similar to China.
    UNASSIGNED: From 1990 to 2019, the age effect of China as a whole increased, and the period became stable, and the cohort effect declined. The overall age and period effects of the United States reduced, while the cohort effect increased. The age effect in India increased, while the period and cohort effects decreased. Depressive disorders are becoming ever more serious worldwide, and we\'d better take measures to reduce its incidence according to the cohort effect of each age group.
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