Hospital Episode Statistics

医院发作统计
  • 文章类型: Journal Article
    与普通人群中的同龄人相比,监狱中的人的身心健康状况较差。原因是多方面的,从生活方式因素到获得医疗保健的机会较差。人们对监狱中的癌症或他们的护理费用与普通人群相比知之甚少。
    在英国监狱中被诊断患有癌症的人的数据在国家癌症登记数据集中被确定,并与2012-2017年的医院事件统计(HES)相关联。一般人群匹配的患者使用1-5的比例进行鉴定,根据年龄,性别,诊断年份,癌症类型和疾病阶段。自诊断起六个月的门诊和住院HES数据使用NHS参考成本进行成本计算,并膨胀至2017/2018成本。
    在HES中确定了879个监狱和4326个普通人群的癌症诊断。监狱中的人调整后的六个月癌症护理费用显着降低(-1216.95%的置信区间(CI)-1638至-795),由门诊病人减少驱动。然而,在监狱中确诊的患者的急诊护理费用较高(497.95%CI375-619英镑).安全护送进一步增加了护理的总费用。
    癌症诊断后,英国监狱中的人的计划护理费用大大降低,但更高的紧急护理成本和整体成本较高,由于安全护送。需要进一步的工作来确定改善监狱中人们的癌症护理的方法,以确保其与普通民众所接受的相同。
    国家卫生和社会保健研究所16/52/53。
    UNASSIGNED: People in prison experience poorer mental and physical health compared to their peers in the general population. The causes are multi-dimensional ranging from lifestyle factors to poorer access to healthcare. Little is known about cancer in people in prison or how the cost of their care compares to the general population.
    UNASSIGNED: Data on people diagnosed with cancer while in English prisons were identified in National Cancer Registration dataset and linked to Hospital Episode Statistics (HES) for the years 2012-2017. General population matched patients were identified using a 1-5 ratio, based on age, gender, year of diagnosis, cancer type and disease stage. Outpatient and inpatient HES data up to six-months from diagnosis were costed using NHS Reference costs and inflated to 2017/2018 costs.
    UNASSIGNED: 879 prison and 4326 general population cancer diagnoses were identified in HES. The adjusted six-month cost of cancer care was significantly lower for people in prison (-£1216.95% confidence interval (CI) -1638 to -795), driven by fewer outpatient attendances. However, people diagnosed in prison had higher emergency care costs (£497.95% CI 375-619). Security escorts further increased the total cost of care.
    UNASSIGNED: Following a cancer diagnosis, people in English prisons have significantly lower planned care costs, but higher emergency care costs and an overall higher cost due to security escorts. Further work is required to identify ways of improving cancer care for people in prisons to ensure it is equivalent to that received by the general population.
    UNASSIGNED: National Institute for Health and Social Care Research 16/52/53.
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  • 文章类型: Journal Article
    目的:鼻和口腔异物(FB)的插入是急诊科常见的表现,硬币经常牵涉到儿科人群中。非接触式支付于2007年在英国首次引入,现金支付较2012年大幅下降。本研究旨在探讨增加非接触式支付对FB摄入的潜在影响。
    方法:对2000年至2022年英国医院事件统计(HES)进行了回顾。所有涉及消化道的FB取出程序,包括呼吸道和鼻腔。进行了回归分析,以评估2012年向无现金支付过渡之前和之后FB摄入的发生率趋势。
    结果:随着2012年现金支付的下降,消化道FB去除手术的频率每年显着下降27.78次(p<0.001)。同样,呼吸FB去除程序每年减少4.83(p=0.009),鼻腔FB去除程序每年减少52.82(p<0.001)。
    结论:这项研究表明,自2012年以来,在英国进行的去除FB的手术数量在统计学上显着下降。虽然这种关系是多因素的,我们的数据提示非接触式支付的引入与上消化道FB取回手术数量的减少之间存在关联.
    OBJECTIVE: Insertions of nasal and oral foreign bodies (FB) are common presentations in the emergency department, with coins frequently implicated among paediatric populations. Contactless payments were first introduced in the UK in 2007, and cash payments significantly declined from 2012. This study aims to explore the potential implications of increasing contactless payments on FB ingestion.
    METHODS: UK Hospital Episode Statistics (HES) were reviewed between 2000 and 2022. All FB retrieval procedures involving the alimentary tract, respiratory tract and nasal cavity were included. Regression analysis was performed to assess trends in the incidence of FB ingestion before and following the transition to cashless payments in 2012.
    RESULTS: Following the decline in cash payments in 2012, the frequency of alimentary tract FB removal procedures decreased significantly by 27.78 procedures per year (p < 0.001). Similarly, respiratory FB removal procedure decreased by 4.83 per year (p = 0.009) and nasal cavity FB removal procedures decreased by 52.82 per year (p < 0.001).
    CONCLUSIONS: This study suggests a statistically significant decline in the number of procedures for removal of FB performed in the UK from 2012. Although this relationship is multifactorial, our data suggest an association between the introduction of contactless payments and a reduction in the number of FB retrieval procedures from the of upper aerodigestive tract.
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  • 文章类型: Journal Article
    暂无摘要。
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  • 文章类型: Journal Article
    背景:多发病率正在成为老龄化人口中日益严重的公共卫生挑战。营养素对多发病率的影响仍有待确定,并使用英国队列研究的数据进行了探索。
    方法:我们的研究分析主要基于英国妇女队列研究(UKWCS)收集的数据,在基线(1995年至1998年)招募了35372名35-69岁的妇女,旨在探讨饮食与慢性病之间的潜在关联。在招募时,使用经过验证的217项食物频率问卷估算每日能量和营养素的摄入量。截至2019年3月,通过与医院事件统计的电子链接,使用Charlson合并症指数(CCI)评估多症。Cox的比例风险模型用于估计每日营养素摄入量与多患病风险之间的关联。这些关联也在多项逻辑回归中进行了分析,作为敏感性分析。此外,我们以60岁为分界点进行了分层分析.
    结果:在25,389名参与者中,在22年的中位随访中,7,799名受试者(30.7%)被证实患有多发病。与最低的五分之一相比,每日能量和蛋白质摄入量最高的五分之一分别与多患病风险增加8%和12%相关(HR1.08(95%CI1.01,1.16),能量的p线性=0.022;1.12(1.04,1.21),蛋白质的p线性=0.003)。每日摄入较高的五分之一维生素C和铁的多发病风险略有降低,与最低的五分之一相比。在Cox模型中,发现多发病的风险显着升高与维生素B12和维生素D的摄入量增加线性相关(p线性分别为0.001和0.002)。在多项逻辑回归中变得微不足道。有一些证据表明,随着年龄的增长,铁和维生素B1的摄入量与多发病风险相关(p-交互作用分别为0.006和0.025)。
    结论:我们的研究结果强调了营养素摄入与多患病风险之间的联系。然而,我们的结果存在不确定性,在得出明确的结论之前,还需要进行更多的研究。
    BACKGROUND: Multimorbidity is becoming an increasingly serious public health challenge in the aging population. The impact of nutrients on multimorbidity remains to be determined and was explored using data from a UK cohort study.
    METHODS: Our research analysis is mainly based on the data collected by the United Kingdom Women\'s Cohort Study (UKWCS), which recruited 35,372 women aged 35-69 years at baseline (1995 to 1998), aiming to explore potential associations between diet and chronic diseases. Daily intakes of energy and nutrients were estimated using a validated 217-item food frequency questionnaire at recruitment. Multimorbidity was assessed using the Charlson comorbidity index (CCI) through electronic linkages to Hospital Episode Statistics up to March 2019. Cox\'s proportional hazards models were used to estimate associations between daily intakes of nutrients and risk of multimorbidity. Those associations were also analyzed in multinomial logistic regression as a sensitivity analysis. In addition, a stratified analysis was conducted with age 60 as the cutoff point.
    RESULTS: Among the 25,389 participants, 7,799 subjects (30.7%) were confirmed with multimorbidity over a median follow-up of 22 years. Compared with the lowest quintile, the highest quintile of daily intakes of energy and protein were associated with 8% and 12% increased risk of multimorbidity respectively (HR 1.08 (95% CI 1.01, 1.16), p-linearity = 0.022 for energy; 1.12 (1.04, 1.21), p-linearity = 0.003 for protein). Higher quintiles of daily intakes of vitamin C and iron had a slightly lowered risk of multimorbidity, compared to the lowest quintile. A significantly higher risk of multimorbidity was found to be linearly associated with higher intake quintiles of vitamin B12 and vitamin D (p-linearity = 0.001 and 0.002, respectively) in Cox models, which became insignificant in multinomial logistic regression. There was some evidence of effect modification by age in intakes of iron and vitamin B1 associated with the risk of multimorbidity (p-interaction = 0.006 and 0.025, respectively).
    CONCLUSIONS: Our findings highlight a link between nutrient intake and multimorbidity risk. However, there is uncertainty in our results, and more research is needed before definite conclusions can be reached.
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  • 文章类型: Journal Article
    近年来,调查和行政数据之间的联系有所增加。重要的是评估此类数据链接的质量,以辨别后续研究的可能可靠性。可以使用不同的方法对连锁质量和偏差进行评估,但是当链接和分析过程分离以帮助保护隐私时,其中许多是不可能的,这通常是在英国(和其他地方)的情况。
    我们旨在描述一套通用方法,以评估链接调查和行政数据的链接质量和人口代表性,当链接数据的用户不是链接过程本身的当事方时,这些方法仍然易于处理。我们始终强调纵向调查数据的特殊问题。
    我们提出的方法涵盖了几个方面:i)联动率,ii)选择成响应,链接同意和成功链接,iii)联动质量,和iv)关联数据群体代表性。我们使用1958年国家儿童发展研究(NCDS;在1958年的一周内出生在英国的最初17,415人之后的队列)和医院事件统计(HES)数据库(包含有关入院的重要信息,英格兰NHS医院的事故和紧急就诊以及门诊预约)。
    我们的说明性分析表明,NCDS-HES数据的连锁质量很高,并且链接样本相对于我们评估的单维度保持了出色的群体代表性水平。
    通过这项工作,我们希望鼓励链接数据资源的提供者和用户进行和发布彻底的评估。我们进一步希望使用链接的NCDS-HES数据提供说明性分析将提高使用此特定链接数据资源的研究质量和透明度。
    UNASSIGNED: Recent years have seen an increase in linkages between survey and administrative data. It is important to evaluate the quality of such data linkages to discern the likely reliability of ensuing research. Evaluation of linkage quality and bias can be conducted using different approaches, but many of these are not possible when there is a separation of processes for linkage and analysis to help preserve privacy, as is typically the case in the UK (and elsewhere).
    UNASSIGNED: We aimed to describe a suite of generalisable methods to evaluate linkage quality and population representativeness of linked survey and administrative data which remain tractable when users of the linked data are not party to the linkage process itself. We emphasise issues particular to longitudinal survey data throughout.
    UNASSIGNED: Our proposed approaches cover several areas: i) Linkage rates, ii) Selection into response, linkage consent and successful linkage, iii) Linkage quality, and iv) Linked data population representativeness. We illustrate these methods using a recent linkage between the 1958 National Child Development Study (NCDS; a cohort following an initial 17,415 people born in Great Britain in a single week of 1958) and Hospital Episode Statistics (HES) databases (containing important information regarding admissions, accident and emergency attendances and outpatient appointments at NHS hospitals in England).
    UNASSIGNED: Our illustrative analyses suggest that the linkage quality of the NCDS-HES data is high and that the linked sample maintains an excellent level of population representativeness with respect to the single dimension we assessed.
    UNASSIGNED: Through this work we hope to encourage providers and users of linked data resources to undertake and publish thorough evaluations. We further hope that providing illustrative analyses using linked NCDS-HES data will improve the quality and transparency of research using this particular linked data resource.
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  • 文章类型: Journal Article
    背景:传统上认为地中海饮食是一种健康的饮食模式,而其与脆弱的关联尚未得到证实。这项研究调查了地中海饮食与英国老年妇女入院的妇女虚弱风险之间的关系。
    方法:从经过验证的217项食物频率问卷中评估了改良的地中海饮食。根据截至2019年3月与医院事件统计的联系,使用医院虚弱风险评分确定事件虚弱。进行Cox比例风险模型以估计风险比(HR)和95%置信区间(CI)。按年龄和体重指数(BMI)分层的进一步亚组分析,并进行了敏感性分析。
    结果:经过13年的平均随访,本研究纳入的21,643人中,有14,838例(68.6%)体弱者.与地中海饮食的低依从性相比,中度依从性与5%(HR=0.95,95CI:0.91,0.99)的虚弱风险降低相关,高依从性与更低的风险相关(HR=0.89,95CI:0.85,0.94)。上述关联的大小在按年龄和BMI分层的亚组中保持一致,在≥60岁(HR=0.99,95CI:0.93,1.06)和BMI>24.9kg/m2(HR=0.97,95CI:0.91,1.03)的亚组中,中度依从性与虚弱风险之间的相关性减弱.
    结论:坚持地中海饮食与较低的虚弱风险相关。坚持得越好,保护性关联的幅度越大。老年和超重妇女可能会从更多的地中海饮食中受益,以预防虚弱。
    Mediterranean diet is traditionally considered as a healthy dietary pattern, while its association with frailty has not been confirmed. This study investigated associations between Mediterranean diet and risk of frailty among women admitted to hospitals in England from an older-aged women\'s cohort study.
    A modified Mediterranean diet was evaluated from a validated 217-item food frequency questionnaire. Incident frailty was determined using a hospital frailty risk score based on linkage to Hospital Episode Statistics up to March 2019. Cox proportional hazard models were conducted to estimate hazard ratios (HR) and 95% confidence intervals (CI). Further subgroup analyses stratified by age and body mass index (BMI), and sensitivity analyses were additionally explored.
    Over a mean follow-up of 13 years, there were 14,838 (68.6%) cases of frailty out of 21,643 individuals included in this study. Compared with low adherence to Mediterranean diet, moderate adherence was associated with 5% (HR = 0.95, 95%CI: 0.91, 0.99) lower risk of frailty, with high adherence associated with even lower risk (HR = 0.89, 95%CI: 0.85, 0.94). The magnitude of above associations remained consistent in subgroups stratified by age and BMI, except the association between moderate adherence and risk of frailty was attenuated in the ≥60-year (HR = 0.99, 95%CI: 0.93, 1.06) and the BMI > 24.9 kg/m2 (HR = 0.97, 95%CI: 0.91, 1.03) subgroups.
    Adherence to Mediterranean diet was associated with lower risk of frailty. The better the adherence, the greater the magnitude of the protective association. Older and overweight women may potentially benefit from greater adherence to the Mediterranean diet regarding frailty prevention.
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  • 文章类型: Journal Article
    由于人口老龄化,虚弱在世界范围内越来越普遍。饮食可能作为可改变的风险因素发挥作用。这项研究旨在调查英国女性队列中饮食因素与虚弱风险之间的关系。在基线时使用经过验证的217项食物频率问卷估计食物和营养素的消耗。根据与医院事件统计的联系,通过医院虚弱风险评分评估事件虚弱。在住院的25,186名参与者中,在平均12.7年的随访中,有6919人(27%)患有虚弱,10,562人(42%)患有虚弱。在对混杂因素进行调整后,我们观察到,每摄入10克/MJ的总肉,虚弱的风险就会增加12%(HR=1.12,95CI:1.07,1.17),加工肉类的风险最高(HR=1.45,95CI:1.21,1.73)。与脆弱前观察到类似的关联。蔬菜摄入量与虚弱风险略低相关(HR=0.98,95CI:0.97,1.00)。没有证据表明大多数营养素摄入量与住院中的虚弱风险之间存在关联。总的来说,我们的研究结果表明,减少肉类的消费,尤其是加工肉类,在成年人中可能对虚弱的发展有益。
    Frailty is increasingly prevalent worldwide because of aging populations. Diet may play a role as a modifiable risk factor. This study aimed to investigate associations between dietary factors and risk of frailty in the UK Women\'s Cohort admitted to hospitals in England. Consumption of foods and nutrients was estimated using a validated 217-item food frequency questionnaire at baseline. Incident frailty was assessed via a hospital frailty risk score based on linkage with hospital episode statistics. Out of 25,186 participants admitted to hospitals, 6919 (27%) were identified with frailty and 10,562 (42%) with pre-frailty over a mean follow-up of 12.7 years. After adjustment for confounding, we observed a 12% increase in risk of frailty with each additional 10 g/MJ intake of total meat (HR = 1.12, 95%CI: 1.07, 1.17), with the highest risk observed for processed meats (HR = 1.45, 95%CI: 1.21, 1.73). Similar associations were observed with pre-frailty. Vegetable intake was associated with slightly lower risk of frailty (HR = 0.98, 95%CI: 0.97, 1.00). There was no evidence of association between most nutrient intakes and in-hospital frailty risk. Overall, our findings suggest that reducing consumption of meat, especially processed meat, in adults may be beneficial regarding the development of frailty.
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  • 文章类型: Journal Article
    背景:软骨发育不全(ACH)的骨骼并发症的自然史已得到充分描述。然而,目前尚不清楚非骨骼并发症的发生率,外科手术,ACH患者和一般人群的医疗需求和死亡率不同.这项研究旨在通过比较整个生命周期中的事件发生率来了解这些结果的程度,在英国(UK)人群中患有ACH的人群和匹配的对照组之间。
    方法:本回顾性研究,配对队列研究使用来自英国国家数据库的数据:初级保健的临床实践研究数据库(CPRD)GOLD,二级保健医院事件统计(HES)数据库和国家统计局死亡率记录.使用疾病特异性阅读代码或国际疾病分类第10次修订代码识别ACH病例。对于每个ACH案例,纳入了多达4名年龄和性别匹配的对照(定义为没有骨骼/生长障碍证据的对照).每100人年的事件发生率是针对一组预定义的并发症计算的(通过对现有ACH文献的回顾和与临床作者的讨论得出),医疗保健访问和死亡率。使用具有95%置信区间(CI)的比率(RR)来比较病例和对照组。
    结果:在CPRD队列中确定了541例ACH病例和2052例对照;其中,275例病例和1064例匹配对照与HES数据有关联。与对照组相比,ACH患者报告的非骨骼并发症大约是对照组的两倍(RR[95%CI]1.80[1.59-2.03])。在ACH病例中,观察到各年龄组的并发症呈U型分布,其中最高的并发症发生率发生在<11岁和>60岁。患有ACH的人对药物的需求更大,全科医生转介给专科护理,医学成像,外科手术和医疗保健访问与控制,以及几乎两倍的死亡率。
    结论:ACH患者在其寿命期内经历一系列骨骼和非骨骼并发症的高发生率。为了控制这些并发症,与一般人群相比,ACH患者的医疗保健需求显著增加.这些结果强调需要对ACH患者进行更协调和多学科的管理,以改善整个生命周期的健康结果。
    The natural history of skeletal complications in achondroplasia (ACH) is well-described. However, it remains unclear how the rates of non-skeletal complications, surgical procedures, healthcare needs and mortality differ between individuals with ACH and the general population. This study aimed to contextualise the extent of these outcomes by comparing event rates across the lifespan, between those with ACH and matched controls in a United Kingdom (UK) population.
    This retrospective, matched cohort study used data from national UK databases: the Clinical Practice Research Database (CPRD) GOLD from primary care, the secondary care Hospital Episode Statistics (HES) databases and the Office of National Statistics mortality records. ACH cases were identified using disorder-specific Read Codes or International Classification of Diseases 10th Revision codes. For each ACH case, up to four age- and sex-matched controls (defined as those without evidence of skeletal/growth disorders) were included. Event rates per 100 person-years were calculated for a pre-defined set of complications (informed by reviews of existing ACH literature and discussion with clinical authors), healthcare visits and mortality. Rate ratios (RRs) with 95% confidence intervals (CIs) were used to compare case and control cohorts.
    541 ACH cases and 2052 controls were identified for the CPRD cohort; of these, 275 cases and 1064 matched controls had linkage to HES data. Approximately twice as many non-skeletal complications were reported among individuals with ACH versus controls (RR [95% CI] 1.80 [1.59-2.03]). Among ACH cases, a U-shaped distribution of complications was observed across age groups, whereby the highest complication rates occurred at < 11 and > 60 years of age. Individuals with ACH had greater needs for medication, GP referrals to specialist care, medical imaging, surgical procedures and healthcare visits versus controls, as well as a mortality rate of almost twice as high.
    Patients with ACH experience high rates of a range of both skeletal and non-skeletal complications across their lifespan. To manage these complications, individuals with ACH have significantly increased healthcare needs compared to the general population. These results underscore the need for more coordinated and multidisciplinary management of people with ACH to improve health outcomes across the lifespan.
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  • 文章类型: Journal Article
    目的:评估腹主动脉瘤(AAA)住院的趋势,干预措施,和英国的动脉瘤相关死亡率,并检查1998-2020年血管内修复术对死亡率的影响。
    方法:入院和手术入路(血管内主动脉瘤修复术,或开放式手术修复[OSR])使用医院事件统计(HES),来自英国国家统计局的动脉瘤相关死亡率数据与2013年欧洲标准人口标准化,采用线性回归和Joinpoint回归分析。在血管内前期(1998-2010)和血管内时代(2011-2019)之间比较了动脉瘤相关死亡率。
    结果:观察到入院发生率呈下降趋势,主要是由于破裂入院率从34.6/100000(95%置信区间[CI]33.5-35.6)下降到13.5/100000(95%CI12.9-14.2;βi=-1.04,r2=.97,p<.001)。在过去的23年中,手术干预措施一直在下降,主要是由于开放手术的统计显着下降(2000年为41.2/100000[95%CI40-42.3]至9.6/100000[95%CI9.1-10.1];βi=-1.92,r2=.95;p<.001)。血管内手术的趋势有所增加(2006年为5.8/100000[95%CI5.3-6.2],2020年为16.9/100000[95%CI16.2-17.5];βi=.82,r2=.30,p=.040)。男性和女性观察到由于AAAs引起的动脉瘤相关死亡率降低,无论年龄和破裂状态。
    结论:在过去的23年中,英格兰的AAAs住院人数显着下降,伴随着向血管内修复的转变和OSR的下降。总体观察到动脉瘤相关死亡率下降,在血管内时代,无论年龄大小,性别,和破裂状态。
    To assess trends in abdominal aortic aneurysm (AAA) hospital admissions, interventions, and aneurysm related mortality in England, and to examine the impact of endovascular repair on mortality for the years 1998 - 2020.
    Hospital admission and operative approach (endovascular aortic aneurysm repair, or open surgical repair [OSR]) using Hospital Episodes Statistics (HES), and aneurysm related mortality data from the Office for National Statistics for England standardised to the 2013 European Standard Population, were analysed using linear regression and Joinpoint regression analyses. Aneurysm related mortality was compared between the pre-endovascular era (1998 - 2010) and the endovascular era (2011 - 2019).
    A declining trend in hospital admission incidence was observed, mainly due to a decline in ruptured admissions from 34.6 per 100 000 (95% confidence interval [CI] 33.5 - 35.6) to 13.5 per 100 000 (95% CI 12.9 - 14.2; βi = -1.04, r2 = .97, p < .001). Operative interventions have been declining over the last 23 years mainly due to the statistically significant decline in open procedures (41.2 per 100 000 in 2000 [95% CI 40 - 42.3] to 9.6 per 100 000 [95% CI 9.1 - 10.1]; βi = -1.92, r2 = .95; p < .001). There was an increasing trend toward endovascular procedures (5.8 per 100 000 [95% CI 5.3 - 6.2] in 2006 to 16.9 per 100 000 [95% CI 16.2 - 17.5] in 2020; βi = .82, r2 = .30, p = .040). Reductions in aneurysm related mortality due to AAAs were observed for males and females, irrespective of age and rupture status.
    A significant decrease in hospital admissions for AAAs was observed over the last 23 years in England, paralleled by a shift toward endovascular repair and a decline in OSR. Declines in aneurysm related mortality were observed overall, and in the endovascular era irrespective of age, sex, and rupture status.
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  • 文章类型: Journal Article
    背景:这项描述性研究评估了完整性,协议,和代表性的种族记录在英国(英国)临床实践研究数据链(CPRD)初级保健数据库单独和,对于那些在英格兰注册了全科医生的病人来说,当与医院事件统计(HES)的二级护理数据相关联时。
    方法:在2021年5月建立的所有英国患者的CPRDGOLD和CPRDAurum数据库中,对所有患者进行了种族记录评估。在对英国的分析中,英文数据来自CPRD-HES组合,而来自北爱尔兰的数据,苏格兰,威尔士只从CPRD抽走。在每个数据集中评估每位患者的种族记录一致性(CPRDGOLD,CPRDAurum,和HES数据集)以及最高级别种族分类的数据集之间(“亚洲”,\'黑色\',\'混合\',\'白色\',\'其他\')。通过比较CPRD-HES最高级别分类的种族分布与英国下放政府2011年人口普查的种族分布来评估代表性。此外,将CPRD-HES与2019年国家统计局(ONS2019)的英格兰和威尔士的实验性种族分布以及2021年5月的英国种族分布进行了比较,这些种族分布来自NHSDigital的全科医学提取服务数据,用于大流行规划和研究与HES数据链接(GDPPR-HES)。
    结果:在CPRD-HES中,在英国,目前登记的81.7%的患者在初级保健中有种族记录。对于有多个种族记录的患者,个别一级和二级保健数据集中的不匹配种族<10%.在CPRD和HES记录的具有种族的英国患者中,93.3%的记录符合最高级别的分类;然而,“混合”和“其他”族裔群体的协议水平明显较低。与2011年英国人口普查相比,CPRD-HES的比例较低(80.3%与87.2%)和实验ONS2019数据(80.4%与84.3%)。CPRD-HES与GDPPR-HES的种族分布一致(“白色”80.4%与80.7%);然而,归类为“其他”的比例较小(1.1%与2.8%)。
    结论:CPRD-HES在所有种族类别中都具有合适的代表性,与其他数据来源的英国普通人群相比,少数族裔群体的代表性过高,被归类为“其他”的比例较小。CPRD-HES数据可用于研究典型代表性不足群体的健康风险和结果。
    This descriptive study assessed the completeness, agreement, and representativeness of ethnicity recording in the United Kingdom (UK) Clinical Practice Research Datalink (CPRD) primary care databases alone and, for those patients registered with a GP in England, when linked to secondary care data from Hospital Episode Statistics (HES).
    Ethnicity records were assessed for all patients in the May 2021 builds of the CPRD GOLD and CPRD Aurum databases for all UK patients. In analyses of the UK, English data was from combined CPRD-HES, whereas data from Northern Ireland, Scotland, and Wales drew from CPRD only. The agreement of ethnicity records per patient was assessed within each dataset (CPRD GOLD, CPRD Aurum, and HES datasets) and between datasets at the highest level ethnicity categorisation (\'Asian\', \'black\', \'mixed\', \'white\', \'other\'). Representativeness was assessed by comparing the ethnic distributions at the highest-level categorisation of CPRD-HES to those from the Census 2011 across the UK\'s devolved administrations. Additionally, CPRD-HES was compared to the experimental ethnic distributions for England and Wales from the Office for National Statistics in 2019 (ONS2019) and the English ethnic distribution from May 2021 from NHS Digital\'s General Practice Extraction Service Data for Pandemic Planning and Research with HES data linkage (GDPPR-HES).
    In CPRD-HES, 81.7% of currently registered patients in the UK had ethnicity recorded in primary care. For patients with multiple ethnicity records, mismatched ethnicity within individual primary and secondary care datasets was < 10%. Of English patients with ethnicity recorded in both CPRD and HES, 93.3% of records matched at the highest-level categorisation; however, the level of agreement was markedly lower in the \'mixed\' and \'other\' ethnic groups. CPRD-HES was less proportionately \'white\' compared to the UK Census 2011 (80.3% vs. 87.2%) and experimental ONS2019 data (80.4% vs. 84.3%). CPRD-HES was aligned with the ethnic distribution from GDPPR-HES (\'white\' 80.4% vs. 80.7%); however, with a smaller proportion classified as \'other\' (1.1% vs. 2.8%).
    CPRD-HES has suitable representation of all ethnic categories with some overrepresentation of minority ethnic groups and a smaller proportion classified as \'other\' compared to the UK general population from other data sources. CPRD-HES data is useful for studying health risks and outcomes in typically underrepresented groups.
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