Registers

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  • 文章类型: Journal Article
    闭塞性下肢动脉疾病(LEAD)的患病率正在全球范围内上升,而欧洲流行病学数据却很少。我们报告了1996年至2018年丹麦LEAD修复的发病率和死亡率,对开放主动脉-髂动脉分层,开放外围,和血管内修复。
    一项涵盖1996年至2018年的丹麦人口登记册前瞻性数据的全国性队列研究。合并症采用Charlson的合并症指数(CCI)进行评估。通过多变量泊松和Cox回归估计发病率(IR)和死亡率(MRR),分别。
    我们确定了41,438名独特的患者正在接受46,236例首次通过主动脉-liac进行LEAD修复(n=5213),外周手术(n=18,665)或经皮经腔血管成形术(PTA,n=22,358)。从1996年到2018年,初级血运重建的年龄和性别标准化IR从每100,000人年71.8降至50.2(IRR,0.70;95%CI,0.66-0.75)。从1996年到2010年,PTA的IR增加了2.5倍,所有三种修复技术在2010年后均呈下降趋势。IR下降是由于跛行导致的LEAD修复减少所致,以及80岁以下的人,而80岁以上人群的IR增加(p交互作用<0.001)。男性铅修复更频繁(IRR女性vs男性,0.78;95%CI,0.77-0.80),这在日历时间上是一致的(p相互作用=0.41)。开放/手术修复后,粗死亡率下降,并在PTA之后增加,但与研究期的开始和结束相比,这三种技术的调整后死亡率都有降低的趋势(MRRaorto,0.71;95%CI,0.54-0.93vsMRR外围设备,0.76;95%CI,0.69-0.83vsMRRPTA,0.96;95%CI,0.86-1.07)。年龄增长和CCI,男性,吸烟,和与死亡率增加相关的护理依赖。
    从1996年到2018年,丹麦的LEAD修复发生率下降,尤其是在80岁以下的人群中,主要是由于跛行的血运重建减少。开放手术后调整后的死亡率下降,但在PTA之后似乎没有改变。
    UNASSIGNED: The prevalence of occlusive lower extremity artery disease (LEAD) is rising worldwide while European epidemiology data are scarce. We report incidence and mortality of LEAD repair in Denmark from 1996 through 2018, stratified on open aorto-iliac, open peripheral, and endovascular repair.
    UNASSIGNED: A nationwide cohort study of prospective data from population-based Danish registers covering 1996 to 2018. Comorbidity was assessed by Charlson\'s Comorbidity Index (CCI). Incidence rate (IR) ratios and mortality rate ratios (MRR) were estimated by multivariable Poisson and Cox regression, respectively.
    UNASSIGNED: We identified 41,438 unique patients undergoing 46,236 incident first-time LEAD repairs by either aorto-iliac- (n=5213), peripheral surgery (n=18,665) or percutaneous transluminal angioplasty (PTA, n=22,358). From 1996 to 2018, the age- and sex-standardized IR for primary revascularization declined from 71.8 to 50.2 per 100,000 person-years (IRR, 0.70; 95% CI, 0.66-0.75). Following a 2.5-fold IR increase of PTA from 1996 to 2010, all three repair techniques showed a declining trend after 2010. The declining IR was driven by decreasing LEAD repair due to claudication, and by persons aged below 80 years, while the IR increased in persons aged above 80 years (p interaction<0.001). LEAD repair was more frequent in men (IRRfemale vs male, 0.78; 95% CI, 0.77-0.80), which was consistent over calendar time (p interaction=0.41). Crude mortality decreased following open/surgical repair, and increased following PTA, but all three techniques trended towards lower adjusted mortality comparing the start and the end of the study period (MRRaorto-iliac, 0.71; 95% CI, 0.54-0.93 vs MRRperipheral, 0.76; 95% CI, 0.69-0.83 vs MRRPTA, 0.96; 95% CI, 0.86-1.07). Increasing age and CCI, male sex, smoking, and care dependency associated with increased mortality.
    UNASSIGNED: The incidence rate of LEAD repair decreased in Denmark from 1996 to 2018, especially in persons younger than 80 years, and primarily due to reduced revascularization for claudication. Adjusted mortality rates decreased following open surgery, but seemed unaltered following PTA.
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  • 文章类型: Journal Article
    背景:杜兴氏肌营养不良症(DMD)是一种进行性遗传性疾病,患病率为每3,600-6,000名男性出生1名。患有DMD的个体通常在4-7岁时被诊断;中位生存期为30年。它们需要多学科护理,个人援助,往往是特殊教育。
    目的:目的是评估丹麦DMD的疾病负担。这包括发病率,患病率,使用医疗保健服务,劳动力市场参与,教育成果,以及由于DMD引起的总体可占成本。还调查了对最近的亲戚(兄弟姐妹和父母)的影响。
    方法:使用全面的丹麦国家卫生和行政登记册来评估患有DMD的个体和五年前的近亲的疾病负担,在DMD诊断后长达20年。包括1994-2021年患有DMD的个人(和亲戚)。将所有结果与来自丹麦人群的没有疾病的匹配对照组进行比较。
    结果:确定了213名DMD患者。他们在学校的成绩较低,与对照组相比,他们需要更多的特殊教育,更多的医疗保健和家庭护理。在11年的小学期间,特殊教育的额外费用总计为180,900欧元。他们在18至30岁之间的年平均生产力损失为20,200欧元。DMD诊断后20年的额外医疗费用估计为1,524,000欧元。如果患有DMD的人活到30岁,额外费用总额为2,365,800欧元。
    结论:使用国家注册数据,这项研究提供了关于DMD疾病负担的详细结果,包括对近亲的影响。在20年的医疗费用中,增加了60次住院和200次门诊接触,还有家庭护理和特殊教育的费用,随着疾病的进展而增加。
    UNASSIGNED: Duchenne Muscular Dystrophy (DMD) is a progressive genetic disease with a prevalence of 1 per 3,600-6,000 male births. Individuals with DMD are typically diagnosed at age 4-7 years; median survival is 30 years. They require multidisciplinary care, personal assistance, and often special education.
    UNASSIGNED: The aim was to assess the burden of disease in DMD in Denmark. This includes incidence, prevalence, use of healthcare services, labour market participation, educational outcomes, and overall attributable costs due to DMD. Impact on the closest relatives (siblings and parents) was also investigated.
    UNASSIGNED: The comprehensive Danish national health and administrative registers were used to assess the burden of disease following individuals with DMD and closest relatives from five years before, and up to 20 years after DMD diagnosis. Individuals with DMD (and relatives) from 1994-2021 were included. All outcomes were compared to matched control groups without the disease drawn from the Danish population.
    UNASSIGNED: 213 unique individuals with DMD were identified. They had lower grades in school, required more special education and more healthcare and home care compared to their control group. The extra costs of special education summed to EUR 180,900 over the course of 11 years elementary school. They had an annual average productivity loss of EUR 20,200 between the age of 18 to 30. The extra healthcare costs of DMD in the 20 years after diagnosis were estimated to EUR 1,524,000. If an individual with DMD lives to be 30, total extra costs sum to EUR 2,365,800.
    UNASSIGNED: Using national register data this study presented detailed results on the burden of disease of DMD, including impact on closest relatives. With 60 additional hospital admissions and 200 extra outpatient contacts in 20 years healthcare costs, but also costs of home care and special education, increases as disease progresses.
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  • 文章类型: Journal Article
    背景:心血管疾病(CVDs)在老年人中普遍存在,但很少有研究关注心血管疾病药物在过渡到法定退休后的发展模式。因此,我们旨在确定退休后CVD药物的轨迹,和他们的社会人口统计学,工作和健康相关的决定因素。
    方法:我们使用了赫尔辛基市前雇员的完整登记数据,芬兰。所有在2000-2013年达到法定退休的人,有五年的随访数据(n=6,505,73%的女性),包括在内。使用芬兰社会保险机构报销登记簿中的数据,通过基于组的轨迹建模来确定CVD药物的轨迹。社会人口统计学,使用多项逻辑回归分析了轨迹组成员的工作和健康相关决定因素.
    结果:区分了CVD药物的六个轨迹:“恒定低”(35%),“后期增长”(6%),“提前增加”(5%),“恒定高”(39%),“高而递减”(8%),和“低且递减”(7%)。大多数(74%)的退休人员属于“恒定低”和“恒定高”类别。较低的职业阶层和退休前疾病缺勤的增加与“恒定高”轨迹有关。Further,那些受教育程度较低的人更容易处于“早期增长”的轨道。
    结论:社会经济地位较低或退休前疾病缺勤人数较多的个人可能被认为风险较高,并可能从早期干预中受益。例如,生活方式干预和针对工作条件的干预,或更频繁的监测。
    Cardiovascular diseases (CVDs) are prevalent in older people, but few studies focus on developmental patterns in CVD medication directly after transition to statutory retirement. We thus aimed to identify trajectories of CVD medication after retirement, and their sociodemographic, work and health-related determinants.
    We used complete register data of former employees of the City of Helsinki, Finland. All who reached their statutory retirement in 2000-2013, with five-year follow-up data (n = 6,505, 73% women), were included. Trajectories of CVD medication were identified with group-based trajectory modelling using data from Finnish Social Insurance Institution\'s reimbursement register. Sociodemographic, work and health-related determinants of trajectory group membership were analysed using multinomial logistic regression.
    Six trajectories of CVD medication were distinguished: \"constant low\" (35%), \"late increase\" (6%), \"early increase\" (5%), \"constant high\" (39%), \"high and decreasing \" (8%), and \"low and decreasing\" (7%). The majority (74%) of the retirees fell into the \"constant low\" and \"constant high\" categories. Lower occupational class and increased pre-retirement sickness absence were associated with the \"constant high\" trajectory. Further, those with lower educational attainment were more prone to be in the \"early increase\" trajectory.
    Individuals in lower socioeconomic positions or with a higher number of pre-retirement sickness absence may be considered at higher risk and might benefit from early interventions, e.g. lifestyle interventions and interventions targeting working conditions, or more frequent monitoring.
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  • 文章类型: Journal Article
    我们概述了丹麦可获得的全国环境数据及其与个人记录的关联潜力,旨在促进有关当地周围环境对人类健康的潜在影响的研究。
    丹麦的研究人员有独特的机会进行大规模的基于人口的研究,将整个丹麦人口视为一个大,基于全国完整的人口和卫生登记的开放和动态队列。到目前为止,这一领域的大多数研究都利用个人和家庭层面的信息来研究疾病在家庭中的聚集,合并症,的风险,和预后后,疾病发作,和疾病风险的社会梯度。将时间和空间上的环境数据与个人联系起来,为研究社会健康影响提供了新的可能性,建筑和物理环境。
    我们描述了个体与其当地周围环境之间可能的联系,以建立暴露组-即个人在其生命历程中的总环境暴露。
    丹麦目前可用的全国纵向环境数据构成了宝贵的全球稀有资产,可以帮助探索暴露对人类健康的影响。
    UNASSIGNED: We provide an overview of nationwide environmental data available for Denmark and its linkage potentials to individual-level records with the aim of promoting research on the potential impact of the local surrounding environment on human health.
    UNASSIGNED: Researchers in Denmark have unique opportunities for conducting large population-based studies treating the entire Danish population as one big, open and dynamic cohort based on nationally complete population and health registries. So far, most research in this area has utilised individual- and family-level information to study the clustering of disease in families, comorbidities, risk of, and prognosis after, disease onset, and social gradients in disease risk. Linking environmental data in time and space to individuals enables novel possibilities for studying the health effects of the social, built and physical environment.
    UNASSIGNED: We describe the possible linkage between individuals and their local surrounding environment to establish the exposome - that is, the total environmental exposure of an individual over their life course.
    UNASSIGNED: The currently available nationwide longitudinal environmental data in Denmark constitutes a valuable and globally rare asset that can help explore the impact of the exposome on human health.
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  • 文章类型: Journal Article
    我们主张将双语传统使用者视为两种语言的母语使用者的观点,并提出了大规模的结果,跨语言研究采取了这样的观点,并在平等的基础上接近双语者和单语者。我们针对双语和单语使用者的可比语言使用,至关重要的是涵盖了更广泛的曲目,而不仅仅是形式语言。一个主要数据库是开放获取的RUEG语料库,其中涵盖了可比的非正式与正式和口头与具有希腊语传统的青少年和成人双语者的书面作品,-俄罗斯人,-在德国和美国的土耳其语和在美国的传统德语,和来自德国单一语言者的匹配数据,美国,希腊,俄罗斯,和土耳其。我们的主要结果在于三个方面。(1)我们不仅在双语中发现了非规范模式,而且在单语使用者中,包括迄今为止被认为是本地语法中缺失的模式,在形态学领域,语法,语调,和语用学。(2)我们发现,单语者的词汇和句法说话者之间的差异程度有时高于双语者,进一步挑战流线型母语使用者的模式。(3)在多数语言使用中,非规范模式在口头和/或非正式语录中占主导地位,对于单语者和双语者来说都是如此。在某些情况下,双语使用者在数量上领先。在语言不属于正规教育的传统环境中,我们发现了寄存器均衡的趋势,大概是由于发言者接触遗产语言的正式登记册的机会有限。因此,我们的发现表明,双语和单语使用者可能存在数量差异和不同的语域分布,而不是不同的语法模式。这支持将传统演讲者整合到母语连续体中。从这个角度接近传统说话者有助于我们更好地理解经验数据,并且可以阐明语言变化和母语语法的变化。此外,我们对单语者的发现使我们重新考虑大多数语言的最新技术,鉴于反复出现的证据表明,非规范模式偏离了迄今为止文献中的假设,如果我们没有在单语者和双语者中加入非正式和口头登记册,这可能归因于双语。
    We argue for a perspective on bilingual heritage speakers as native speakers of both their languages and present results from a large-scale, cross-linguistic study that took such a perspective and approached bilinguals and monolinguals on equal grounds. We targeted comparable language use in bilingual and monolingual speakers, crucially covering broader repertoires than just formal language. A main database was the open-access RUEG corpus, which covers comparable informal vs. formal and spoken vs. written productions by adolescent and adult bilinguals with heritage-Greek, -Russian, and -Turkish in Germany and the United States and with heritage-German in the United States, and matching data from monolinguals in Germany, the United States, Greece, Russia, and Turkey. Our main results lie in three areas. (1) We found non-canonical patterns not only in bilingual, but also in monolingual speakers, including patterns that have so far been considered absent from native grammars, in domains of morphology, syntax, intonation, and pragmatics. (2) We found a degree of lexical and morphosyntactic inter-speaker variability in monolinguals that was sometimes higher than that of bilinguals, further challenging the model of the streamlined native speaker. (3) In majority language use, non-canonical patterns were dominant in spoken and/or informal registers, and this was true for monolinguals and bilinguals. In some cases, bilingual speakers were leading quantitatively. In heritage settings where the language was not part of formal schooling, we found tendencies of register leveling, presumably due to the fact that speakers had limited access to formal registers of the heritage language. Our findings thus indicate possible quantitative differences and different register distributions rather than distinct grammatical patterns in bilingual and monolingual speakers. This supports the integration of heritage speakers into the native-speaker continuum. Approaching heritage speakers from this perspective helps us to better understand the empirical data and can shed light on language variation and change in native grammars. Furthermore, our findings for monolinguals lead us to reconsider the state-of-the art on majority languages, given recurring evidence for non-canonical patterns that deviate from what has been assumed in the literature so far, and might have been attributed to bilingualism had we not included informal and spoken registers in monolinguals and bilinguals alike.
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  • 文章类型: Journal Article
    BACKGROUND: Recording and reporting health data in facilities is the backbone of routine health information systems which provide data collected by health facility workers during service provision. Data is firstly collected in a register, to record patient health data and care process, and tallied into nationally designed reporting forms. While there is anecdotal evidence of large numbers of registers and reporting forms for primary health care (PHC) facilities, there are few systematic studies to document this potential burden on health workers. This multi-country study aimed to document the numbers of registers and reporting forms use at the PHC level and to estimate the time it requires for health workers to meet data demands.
    METHODS: In Cambodia, Ghana, Mozambique, Nigeria and Tanzania, a desk review was conducted to document registers and reporting forms mandated at the PHC level. In each country, visits to 16 randomly selected public PHC facilities followed to assess the time spent on paper-based recording and reporting. Information was collected through self-reports of estimated time use by health workers, and observation of 1360 provider-patient interactions. Data was primarily collected in outpatient care (OPD), antenatal care (ANC), immunization (EPI), family planning (FP), HIV and Tuberculosis (TB) services.
    RESULTS: Cross-countries, the average number of registers was 34 (ranging between 16 and 48). Of those, 77% were verified in use and each register line had at least 20 cells to be completed per patient. The mean time spent on recording was about one-third the total consultation time for OPD, FP, ANC and EPI services combined. Cross-countries, the average number of monthly reporting forms was 35 (ranging between 19 and 52) of which 78% were verified in use. The estimated time to complete monthly reporting forms was 9 h (ranging between 4 to 15 h) per month per health worker.
    CONCLUSIONS: PHC facilities are mandated to use many registers and reporting forms pausing a considerable burden to health workers. Service delivery systems are expected to vary, however an imperative need remains to invest in international standards of facility-based registers and reporting forms, to ensure regular, comparable, quality-driven facility data collection and use.
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  • 文章类型: Journal Article
    OBJECTIVE: We aimed to investigate the associations between maternal diabetes before or during pregnancy and the risk of high refractive error (RE) in offspring until the age of 25 years.
    METHODS: This nationwide register-based cohort study comprised 2,470,580 individuals born in 1977-2016. The exposure was maternal diabetes during or before pregnancy (type 1 diabetes, type 2 diabetes and gestational diabetes). Cox regression was used to examine the association between maternal diabetes and the risk of high RE in offspring from birth until the age of 25 years, adjusting for multiple potential confounders.
    RESULTS: During up to 25 years of follow-up, 553 offspring of mothers with diabetes and 19,695 offspring of mothers without diabetes were diagnosed with high RE. Prenatal exposure to maternal diabetes was associated with a 39% increased risk of high RE: HR 1.39 (95% CI 1.28, 1.51), p < 0.001; standardised cumulative incidence in unexposed offspring at 25 years of age 1.18% (95% CI 1.16%, 1.19%); cumulative incidence difference 0.72% (95% CI 0.51%, 0.94%). The elevated risks were observed for hypermetropia (HR 1.37 [95% CI 1.24, 1.51], p < 0.001), myopia (HR 1.34 [95% CI 1.08, 1.66], p = 0.007) and astigmatism (HR 1.58 [95% CI 1.29, 1.92], p < 0.001). The increased risks were more pronounced among offspring of mothers with diabetic complications (HR 2.05 [95% CI 1.60, 2.64], p < 0.001), compared with those of mothers with diabetes but no diabetic complications (HR 1.18 [95% CI 1.02, 1.37], p = 0.030).
    CONCLUSIONS: Our findings suggest that maternal diabetes during pregnancy is associated with an increased risk of high RE in offspring, in particular among those of mothers with diabetic complications. Early ophthalmological screening should be recommended in offspring of mothers with diabetes diagnosed before or during pregnancy.
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  • 文章类型: Journal Article
    UNASSIGNED: To assess whether acute myocardial infarction (MI) diagnoses in national health registers are sufficiently correct and complete to replace manual collection of endpoint data for a population-based, epidemiological study.
    UNASSIGNED: Using the Tromsø Study Cardiovascular Disease Register for 2013-2014 as gold standard, we calculated correctness (defined as positive predictive value (PPV)) and completeness (defined as sensitivity) of MI cases in the Norwegian Myocardial Infarction Register and the Norwegian Patient Register separately and in combination. We calculated the sensitivity and PPV with 95% confidence intervals using the Clopper-Pearson Exact test.
    UNASSIGNED: We identified 153 MI cases in the gold standard. In the Norwegian Myocardial Infarction Register, we found a PPV of 97.1% (95% confidence interval (CI) 92.8-99.2) and a sensitivity of 88.2% (95% CI 82.0-92.9). In the Norwegian Patient Register, the PPV was 96.3% (95% CI 91.6-98.8) and the sensitivity was 85.6% (95% CI 79.0-90.8). The combined dataset of the Norwegian Myocardial Infarction Register and the Norwegian Patient Register had a PPV of 96.6% (95% CI 92.1-98.9) and a sensitivity of 91.5% (95% CI 85.9-95.4).
    UNASSIGNED: MI diagnoses in both the Norwegian Myocardial Infarction Register and the Norwegian Patient Register were highly correct and complete, and each of the registers could be considered as endpoint sources for the Tromsø Study. A combination of the two national registers seemed, however, to represent the most comprehensive data source overall. The benefits of using data from national registers as endpoints in epidemiological studies include faster, less resource-intensive access to nationwide data and considerably lower loss to follow-up, compared to manual data collection in a limited geographical area.
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  • 文章类型: Journal Article
    为了评估国家健康登记中的中风诊断是否足够正确和完整,可以代替Tromsø研究的终点数据的手动收集,基于人群的流行病学研究。
    使用Tromsø研究心血管疾病注册2013-2014年作为金标准,我们计算了正确性(定义为正预测值,来自挪威患者登记册和挪威中风登记册的四个不同数据子集中的中风病例的PPV)和完整性(定义为敏感性)。我们以95%置信区间(CI)计算灵敏度和PPV,假设二项分布的正态近似。
    在挪威中风登记中,我们发现灵敏度为79.8%(95%CI74.2-85.4),PPV为97.5%(95%CI95.1-99.9)。在挪威患者登记中,敏感性为86.4%(95%CI81.6-91.1),PPV为84.2%(95%CI79.2-89.2)。根据挪威中风登记册和挪威患者登记册之间的联系,在一个子集中发现了总体最高水平。灵敏度为88.9%(95%CI84.5-93.3),PPV为89.3%(95%CI85.0-93.6)。
    来自挪威患者登记册以及挪威患者登记册和挪威卒中登记册之间的关联数据集的数据具有可接受的正确性和完整性水平,可被视为Tromsø研究心血管疾病登记册的终点来源。在流行病学研究中使用国家登记册数据作为终点的好处必须与可能降低的数据质量的影响进行权衡。
    UNASSIGNED: To assess whether stroke diagnoses in national health registers are sufficiently correct and complete to replace manual collection of endpoint data for the Tromsø Study, a population-based epidemiological study.
    UNASSIGNED: Using the Tromsø Study Cardiovascular Disease Register for 2013-2014 as the gold standard, we calculated correctness (defined as positive predictive value, PPV) and completeness (defined as sensitivity) of stroke cases in four different data subsets derived from the Norwegian Patient Register and the Norwegian Stroke Register. We calculated the sensitivity and PPV with 95% confidence intervals (CIs) assuming a normal approximation of the binomial distribution.
    UNASSIGNED: In the Norwegian Stroke Register we found a sensitivity of 79.8% (95% CI 74.2-85.4) and a PPV of 97.5% (95% CI 95.1-99.9). In the Norwegian Patient Register the sensitivity was 86.4% (95% CI 81.6-91.1) and the PPV was 84.2% (95% CI 79.2-89.2). The overall highest levels were found in a subset based on a linkage between the Norwegian Stroke Register and the Norwegian Patient Register, with a sensitivity of 88.9% (95% CI 84.5-93.3), and a PPV of 89.3% (95% CI 85.0-93.6).
    UNASSIGNED: Data from the Norwegian Patient Register and from the linked data set between the Norwegian Patient Register and the Norwegian Stroke Register had acceptable levels of correctness and completeness to be considered as endpoint sources for the Tromsø Study Cardiovascular Disease Register. The benefits of using data from national registers as endpoints in epidemiological studies must be weighed against the impact of potentially decreased data quality.
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  • 文章类型: Journal Article
    随着劳动力市场隶属关系的详细数据变得更容易获得,需要新的方法来解决劳动力市场隶属关系的复杂模式。我们通过在大量丹麦员工样本中估计感知压力对劳动力市场隶属关系的时间限制影响,引入了预期劳动力市场隶属关系(ELMA)方法。两项国家调查的数据与国家登记册有关。使用多状态比例风险模型来计算ELMA估计值,即,工作天数,疾病缺席,和失业在4年的随访期间,按性别和年龄分层。在经常报告工作相关压力的员工中,预期工作日数随着年龄的增长而减少,从老年女性损失103天到中青年男性损失37天不等。报告经常与工作和个人生活有关的压力的中青年妇女减少了62和81个工作日,分别,并有更多的疾病缺席天数(34天和42天)。总之,我们表明,感知压力会影响劳动力市场的归属。ELMA估计提供了对感知压力对劳动力市场隶属关系的影响的详细了解。并可能为政策和实践提供信息,以实现更健康和可持续的工作生活。
    As detailed data on labor market affiliation become more accessible, new approaches are needed to address the complex patterns of labor market affiliation. We introduce the expected labor market affiliation (ELMA) method by estimating the time-restricted impact of perceived stress on labor market affiliation in a large sample of Danish employees. Data from two national surveys were linked with a national register. A multi-state proportional hazards model was used to calculate ELMA estimates, i.e., the number of days in work, sickness absence, and unemployment during a 4-year follow-up period, stratified by gender and age. Among employees reporting frequent work-related stress, the expected number of working days decreased with age, ranging from 103 days lost among older women to 37 days lost among younger and middle-aged men. Young and middle-aged women reporting frequent work- and personal life-related stress lost 62 and 81 working days, respectively, and had more days of sickness absence (34 days and 42 days). In conclusion, we showed that perceived stress affects the labor market affiliation. The ELMA estimates provide a detailed understanding of the impact of perceived stress on labor market affiliation over time, and may inform policy and practice towards a more healthy and sustainable working life.
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