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Enrichment of health insurance claims data with official death certificate information from three German cancer registries: Proportions of successful linkages and differences by region, year, and age. 用三个德国癌症登记处的官方死亡证明信息充实健康保险索赔数据:按地区、年份和年龄划分的成功联系比例和差异。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-02-03 DOI: 10.1055/a-2531-6220
Franziska Heinze, Ingo Langner, Sebastian Bartholomäus, Martin Meyer, Joachim Kieschke, Kerstin Maaser, Jonas Czwikla

Evaluating breast cancer mortality in the German mammography screening program with health insurance claims data requires the availability of claims data with information on causes of death. This work aimed to determine the proportions of successful cause-of-death linkages between the second-largest German statutory health insurance fund and three federal cancer registries and to investigate whether linked proportions differed by region, year, and age. Women aged 40-90 years whose insurance was terminated between 2006 and 2018 were included. Proportions successfully linked to the official death certificate databases of all individuals (available in one registry) and of registered cancer cases (available in three registries) were calculated. Of 150,369 women whose insurance was terminated due to death, 90.0% were linked to the database including all deceased women. Regarding the databases including only registered cancer cases, 35.9% of 150,369, 38.6% of 47,472, and 20.1% of 65,893 deceased women were linked. Linked proportions increased from 2006 to 2018 and peaked in age group 60-69 years. The data will be used for the evaluation of the German Mammography screening program. Since causes of death were not linked for all deceased women and the proportions of linkages differed by region, year, and age, claims-based algorithms will also be considered to complement claims data with causes of death.

利用健康保险索赔数据评估德国乳房x线照相术筛查方案中的乳腺癌死亡率,需要提供带有死亡原因信息的索赔数据。这项工作旨在确定德国第二大法定健康保险基金与三个联邦癌症登记处之间成功的死因关联比例,并调查关联比例是否因地区、年份和年龄而异。其中包括在2006年至2018年期间被终止保险的40-90岁女性。计算了成功连接到所有个人(在一个登记处)和已登记癌症病例(在三个登记处)的官方死亡证明数据库的比例。在因死亡而终止保险的150,369名妇女中,90.0%与数据库相连,包括所有已故妇女。在仅包含已登记癌症病例的数据库中,150,369例中的35.9%、47,472例中的38.6%和65,893例死亡妇女的20.1%与之相关。从2006年到2018年,相关比例有所上升,并在60-69岁年龄组达到顶峰。这些数据将用于评估德国乳房x线摄影筛查项目。由于并非所有死亡妇女的死因都有联系,而且联系的比例因地区、年份和年龄而异,因此还将考虑以索赔为基础的算法,用死亡原因补充索赔数据。
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引用次数: 0
[Job profile and financing of peer support in health insurance-financed care in Germany: status quo and possibilities]. [德国医疗保险资助的护理中同伴支持的工作概况和资助:现状和可能性]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2024-11-18 DOI: 10.1055/a-2452-4239
Guillermo Ruiz-Pérez, Madeleine Küsel, Sebastian von Peter

Aim of the study: Peer support workers and recovery companions in psychiatric care represent a new professional group. The aim of this study was to explore options for classification, professional integration and appropriate remuneration for this group within the SGB V healthcare system.

Methods: Part of the ImpPeer-Psy5 project, this study provides recommendations for nationwide implementation of peer support workers in SGB V care. It is based on data from 56 interviews, supplemented by five expert interviews and a focus group, and analyzed using thematic analysis.

Results: Peer workers' services are funded and compensated inconsistently across Germany, with remuneration generally inadequate. The pay was often perceived as disconnected from the tasks and responsibilities involved, hindering the establishment of PGB as a standalone profession. Greater independence from other professions and higher classification under the TVöD pay scale are necessary.

Conclusion: Successful implementation of peer support workers requires regulated and secure funding and compensation. A national peer workers interest group would help achieve these goals. Avoiding classification in EG3 or lower is recommended.

研究目的精神病护理中的同伴支持工作者和康复陪伴者是一个新的专业群体。本研究的目的是探讨在 SGB V 医疗保健系统中对这一群体进行分类、专业整合和适当薪酬的方案:本研究是 ImpPeer-Psy5 项目的一部分,为在全国范围内实施 SGB V 护理中的同伴支持工作者提供建议。研究基于 56 次访谈的数据,辅以 5 次专家访谈和 1 次焦点小组讨论,并采用主题分析法进行分析:结果:德国各地对同伴互助工作者服务的资助和补偿并不一致,报酬普遍不足。人们通常认为,薪酬与相关任务和责任脱节,阻碍了将同伴教育作为一个独立的职业。因此,有必要使同伴支持工作者更加独立于其他职业,并根据 TVöD 薪酬标准进行更高的分类:成功实施同伴支持工作者需要有规范、有保障的资金和补偿。一个全国性的同伴工作者兴趣小组将有助于实现这些目标。建议避免 EG3 或更低的分类。
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引用次数: 0
[Physicians' documentation behaviour and (non-)fulfillment of quality indicators in outpatient care of children and adolescents - A qualitative analysis]. [医生在儿童和青少年门诊护理中的记录行为和(未)实现质量指标-定性分析]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-03-13 DOI: 10.1055/a-2515-9417
Teresa Müller, Claudia Mehl, Werner de Cruppé, Christian Bachmann, Max Geraedts

The research project "Evaluation of quality of care in routine outpatient care for common childhood and adolescent diseases" (QualiPäd) measures the quality of care for seven common somatic and psychiatric diseases in children and adolescents based on a set of consensual and evidence-based quality indicators developed specifically for this purpose. Analyses of patient files of pediatricians, general practitioners and child and adolescent psychiatrists showed that in some cases, due to lack of information in the patient records, fullfillment of some of the quality indicators could not be measured or the degree of fulfillment of the quality indicators was found to be low. Therefore, the aim of the present study was to identify system-, physician- and patient-related factors that influence documentation in patient records as well as (non)fulfillment of quality indicators.Three specialist-specific focus group interviews were conducted with physicians (8 pediatricians, 5 general practitioners, 2 child and adolescent psychiatrists) already involved in the study. Interview guides were developed to pick up the previous results of the study and to enable discussions on the interpretation of results as well as possible influencing factors at different levels. The interviews were transcribed and content-analyzed using MAXQDA software.The following factors were identified that appeared to influence treatment, documentation, and therefore (non)fulfillment of quality indicators: Patient characteristics (e. g., age, disease burden), demands of everyday practice (e. g., time pressure), treatment continuity (e. g., cared for by several providers), preference for experiential knowledge instead of quality indicators/guidelines, and an individual approach to documentation behavior (e.g, short reports as a personal thought support). In addition, participants criticized the approach to quality measurement via indicators and patient records.The physicians we interviewed decide individually how to proceed and what to document when treating common medical conditions in children and adolescents. In some cases, this is in clear contrast to the documentation requirements for calculating quality indicators, which means that quality measurement based on patient records is only possible to a limited extent.

“儿童和青少年常见病常规门诊护理质量评价”研究项目(QualiPäd)根据专门为此目的制定的一套共识和循证质量指标,衡量儿童和青少年七种常见躯体和精神疾病的护理质量。对儿科医生、全科医生和儿童与青少年精神科医生的患者档案分析表明,在某些情况下,由于患者档案中信息不足,无法衡量某些质量指标的实现情况或发现质量指标的实现程度较低。因此,本研究的目的是确定系统、医生和患者相关的因素,这些因素会影响患者记录中的文件以及(不)实现质量指标。与已经参与研究的医生(8名儿科医生,5名全科医生,2名儿童和青少年精神病学家)进行了3次专家特定焦点小组访谈。制定了访谈指南,以便收集以前的研究结果,并能够在不同层次上讨论对结果的解释以及可能的影响因素。使用MAXQDA软件对访谈进行转录和内容分析。确定了以下因素,这些因素似乎会影响治疗、记录,因此(不)实现质量指标:例如,年龄、疾病负担)、日常练习的要求(例如:(如时间压力),治疗连续性(如:(由几个提供者照顾),偏好经验知识而不是质量指标/指导方针,以及对记录行为的个人方法(例如,作为个人思想支持的简短报告)。此外,与会者批评了通过指标和患者记录来衡量质量的方法。在治疗儿童和青少年的常见疾病时,我们采访的医生单独决定如何进行以及记录什么。在某些情况下,这与计算质量指标的文件要求形成鲜明对比,这意味着基于患者记录的质量测量只能在有限的范围内实现。
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引用次数: 0
[Perspectives of Families with Seriously ill Children and Adolescents in Lower Saxony: Focus on Care and Support - An Analysis of the Current Situation and Possible Support Services]. 下萨克森州(重病)儿童和青少年家庭的观点:关注护理和支持--分析现状和可能的支持服务。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2024-09-16 DOI: 10.1055/a-2415-6511
Rebecca Toenne, Julia Geffron, Maike Höcker, Anika Koch, Theresa Guth, Dirk Reinhardt, Felix Reschke

Introduction: The care of children and adolescents in need of care at home is exacerbated by the shortage of skilled workers in the care sector, which leads to bottlenecks in care and presents caring families with major challenges. The implementation of new care approaches in existing structures in the healthcare system is proving to be a key development task in order to provide targeted support for affected families in the future.

Methods: Qualitative explorative interview study to record the perspective of families with (seriously) ill children and adolescents on the current care situation and possible helpful support services. The sampling was criteria-driven and the analysis and evaluation was content-analytical. Respondents were given a short questionnaire to record socio-demographic characteristics.

Results: In particular, the transmission of the diagnosis, the everyday challenges and the impact on quality of life were named as stress factors by n=10 participating parents. Improved access to information, voluntary structures and central contact points as well as digital services were named as key development needs.

Conclusion: The interviews from real life and needs-oriented perspective show that there is a need to expand low-threshold care coordination services, strengthen voluntary structures and use telemedical services. Meeting these needs should enable access to specialized treatment and helpful services, especially in rural areas.

导言:由于护理部门熟练工人的短缺,需要在家护理的儿童和青少年的护理工作变得更加困难,这导致了护理工作的瓶颈,并给护理家庭带来了重大挑战。事实证明,在医疗保健系统的现有结构中实施新的护理方法是一项关键的发展任务,以便在未来为受影响的家庭提供有针对性的支持:方法:定性探索性访谈研究,记录患有(重症)儿童和青少年疾病的家庭对当前护理状况和可能提供的有益支持服务的看法。抽样采用标准驱动法,分析和评估采用内容分析法。受访者接受了一份简短的问卷调查,以记录社会人口学特征:结果:有 10 位参与调查的家长将诊断结果的传播、日常挑战和对生活质量的影响列为压力因素。改善信息获取、志愿机构和中央联络点以及数字化服务被列为主要发展需求:从现实生活和以需求为导向的角度进行的访谈表明,有必要扩大低门槛护理协调服务、加强志愿结构和使用远程医疗服务。满足这些需求应能使人们,尤其是农村地区的人们,获得专业治疗和有益的服务。
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引用次数: 0
[Rehabilitation Recommendations According to § 31 SGB XI: Empiricism, Discussion and Health Policy Implications]. 根据 SGB XI 第 31 节提出的康复建议:经验主义、讨论和对卫生政策的影响。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2024-07-18 DOI: 10.1055/a-2369-1175
Stephan Herberg, Juergen Zerth, Jonas Hammer, Frank Teuteberg

Background: The principle of "rehabilitation before care" is a principle of social law. The recommendation of the Medical Service (MD) as part of the assessment (§ 31 SGB XI) plays an important role in rehabilitation recommendations. In around 3% of its assessments, the MD recommends implementation of rehabilitation. Only every fourth to fifth recommendation is actually carried out. The aim of the study was to find out if rehabilitation recommendations are utilized and exploited.

Materials and methods: This study aimed to examine the perspective of insured persons whose recommended rehabilitation was actually carried out. After evaluating 586,228 routine data records with care assessments by the MD, 1,972 survey questionnaires were sent out in March 2023, and 1,116 analyzable questionnaires were included in the data analysis. In seven questions, the respondents were asked to retrospectively assess the overall success and satisfaction with rehabilitation procedures carried out.

Results: The evaluation of the results showed that 87% of the study participants would be ready to undergo repeat rehabilitation. The assessment of the success of rehabilitation in terms of remaining at home for a longer period of time also carried weight. On the other hand, only around 10% of rehabilitation was carried out on an outpatient basis.

Conclusions: One previously assumed reason for the low rate of patients taking advantage of recommended rehabilitation was that those in need of care had already received rehabilitation in the previous year. In this study focussing on whether recommended rehabilitation is taken advantage of, this assumption was found not to be correct. The question needs to be raised whether the strong focus in Germany on inpatient rehabilitation is up-to-date, both medically and with regard to the preferences of those entitled to rehabilitation. In contrast to inpatient rehabilitation, individual, outpatient and, if necessary, mobile rehabilitation offers might be more suitable, and these would also take into consideration issues of individual mobility and patient autonomy. The offer of different modes of rehabilitation also enables meeting the wish of those patients who prefer to have rehabilitation carried out in a home environment.

背景介绍先康复后护理 "原则是社会法的一项原则。作为评估的一部分,医疗服务机构(MD)的建议(§ 31 SGB XI)在康复建议中发挥着重要作用。在约 3%的评估中,医务处建议实施康复。只有第四至第五项建议得到了实际执行。本研究的目的是了解康复建议是否得到利用和发挥:本研究旨在从被保险人的角度研究其康复建议是否得到实际执行。在评估了 586,228 份由医学博士进行护理评估的常规数据记录后,于 2023 年 3 月发出了 1,972 份调查问卷,其中 1,116 份可分析问卷被纳入数据分析。在七个问题中,受访者被要求对所实施的康复程序的总体成功率和满意度进行回顾性评估:评估结果显示,87% 的研究参与者愿意再次接受康复治疗。对康复成功与否的评估还包括能否更长时间地留在家中。另一方面,只有约 10% 的康复治疗是在门诊进行的:结论:患者利用建议的康复治疗的比例较低,之前假定的一个原因是需要护理的患者在上一年已经接受了康复治疗。在这项以是否利用了建议的康复治疗为重点的研究中,发现这一假设并不正确。需要提出的问题是,在德国,对住院康复的高度重视是否与时俱进,无论是在医学上还是在有资格接受康复治疗的人的偏好方面。与住院康复相比,个人康复、门诊康复以及必要时的流动康复可能更为合适,这也将 考虑到个人的流动性和病人的自主性问题。提供不同的康复模式还能满足那些希望在家庭环境中进行康复的病人的愿望。
{"title":"[Rehabilitation Recommendations According to § 31 SGB XI: Empiricism, Discussion and Health Policy Implications].","authors":"Stephan Herberg, Juergen Zerth, Jonas Hammer, Frank Teuteberg","doi":"10.1055/a-2369-1175","DOIUrl":"10.1055/a-2369-1175","url":null,"abstract":"<p><strong>Background: </strong>The principle of \"rehabilitation before care\" is a principle of social law. The recommendation of the Medical Service (MD) as part of the assessment (§ 31 SGB XI) plays an important role in rehabilitation recommendations. In around 3% of its assessments, the MD recommends implementation of rehabilitation. Only every fourth to fifth recommendation is actually carried out. The aim of the study was to find out if rehabilitation recommendations are utilized and exploited.</p><p><strong>Materials and methods: </strong>This study aimed to examine the perspective of insured persons whose recommended rehabilitation was actually carried out. After evaluating 586,228 routine data records with care assessments by the MD, 1,972 survey questionnaires were sent out in March 2023, and 1,116 analyzable questionnaires were included in the data analysis. In seven questions, the respondents were asked to retrospectively assess the overall success and satisfaction with rehabilitation procedures carried out.</p><p><strong>Results: </strong>The evaluation of the results showed that 87% of the study participants would be ready to undergo repeat rehabilitation. The assessment of the success of rehabilitation in terms of remaining at home for a longer period of time also carried weight. On the other hand, only around 10% of rehabilitation was carried out on an outpatient basis.</p><p><strong>Conclusions: </strong>One previously assumed reason for the low rate of patients taking advantage of recommended rehabilitation was that those in need of care had already received rehabilitation in the previous year. In this study focussing on whether recommended rehabilitation is taken advantage of, this assumption was found not to be correct. The question needs to be raised whether the strong focus in Germany on inpatient rehabilitation is up-to-date, both medically and with regard to the preferences of those entitled to rehabilitation. In contrast to inpatient rehabilitation, individual, outpatient and, if necessary, mobile rehabilitation offers might be more suitable, and these would also take into consideration issues of individual mobility and patient autonomy. The offer of different modes of rehabilitation also enables meeting the wish of those patients who prefer to have rehabilitation carried out in a home environment.</p>","PeriodicalId":47653,"journal":{"name":"Gesundheitswesen","volume":" ","pages":"693-700"},"PeriodicalIF":0.8,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141724754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Development and internal validation of case definitions for kidney disease in patients with diabetes based on routine data of statutory health insurance]. [基于法定健康保险常规数据的糖尿病患者肾脏疾病病例定义的发展和内部验证]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-06-01 DOI: 10.1055/a-2525-2975
Oktay Tuncer, Ingrid Köster, Ingo Meyer, Lukas Reitzle

Diabetic kidney disease and renal replacement therapy are long-term complications of diabetes mellitus and significantly contribute to disease burden. The aim of the analysis was to develop case definitions for diabetic kidney complications in routine data as part of the diabetes surveillance and to internally validate them.Based on an age- and sex-stratified sample of persons covered by the Barmer health insurance, individuals with documented diabetes (E10-E14) were included and differentiated by type 1 (T1D) and type 2 diabetes (T2D). Case definitions were developed for persons with diabetic nephropathy (DNP; ICD: N08.3, E1x.2), chronic kidney disease (CKD; ICD: N18) and renal replacement therapy (RRT) with long-term dialysis (EBM: 40815-40819, 40823-40828 / OPS: 8-853, 8-854, 8-855, 8-857) or kidney transplantation (OPS: 5-555; EBM: 04561, 13601; ICD Z94.0). The temporal persistence of DNP and CKD was examined by considering different observation periods, and the internal validity was assessed using additional information from the data set for DNP, CKD, and RRT.In 2018, DNP was documented in 15.4% of individuals with diabetes (T1D: 18.3%; T2D: 15.2%), and CKD in 21.8% (T1D: 14.4%, T2D: 22.2%). Considering an observation period of five years (2014-2018), the prevalence estimates increased by 22 and 23%, respectively. RRT was documented in 7.5 per 1,000 individuals with diabetes. Internal validity assessment showed that 96.6% of DNP cases, 93.5% of CKD cases, and all RRT cases met at least one validation criterion.With high internal validity, and prevalence estimate consistent across age groups, the case definition of CKD can be considered suitable for use in surveillance. However, we assume that prevalence is underestimated when considering a 1-year period. For the depiction of RRT (kidney transplantation or long-term dialysis) via routine data, documentation of services must be employed.

糖尿病肾病和肾脏替代治疗是糖尿病的长期并发症,是加重疾病负担的重要因素。分析的目的是在糖尿病监测的常规数据中制定糖尿病肾并发症的病例定义,并对其进行内部验证。根据Barmer健康保险覆盖的年龄和性别分层样本,纳入了记录在案的糖尿病(E10-E14)患者,并按1型(T1D)和2型糖尿病(T2D)进行区分。针对糖尿病肾病患者(DNP;ICD: no . 8.3, E1x.2),慢性肾脏疾病(CKD;ICD: N18)和肾替代治疗(RRT)联合长期透析(EBM: 40815- 40819,40823 -40828 / OPS: 8-853, 8-854, 8-855, 8-857)或肾移植(OPS: 5-555;Ebm: 04561,13601;ICD Z94.0)。通过考虑不同的观察期来检验DNP和CKD的时间持续性,并使用DNP、CKD和RRT数据集的附加信息来评估内部有效性。2018年,15.4%的糖尿病患者记录了DNP (T1D: 18.3%;T2D: 15.2%), CKD 21.8% (T2D内转至:14.4%:22.2%)。考虑到5年观察期(2014-2018年),患病率估计值分别增加了22%和23%。每1000名糖尿病患者中有7.5人有RRT记录。内部效度评估显示,96.6%的DNP病例、93.5%的CKD病例和所有RRT病例至少满足一个效度标准。由于内部效度高,并且各年龄组的患病率估计一致,CKD的病例定义可以被认为适合用于监测。然而,我们假设在考虑1年期间,患病率被低估了。为了通过常规数据描述RRT(肾移植或长期透析),必须使用服务文件。
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引用次数: 0
[Outpatient billing data from private health insurance - Part 1: Basics and requirements for scientific use]. [来自私人健康保险的门诊账单数据。第1部分:科学使用的基础和要求]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-08-29 DOI: 10.1055/a-2637-3098
Holger Gothe, Katharina Achstetter, Tatjana Begerow, Ludwig Goldhahn, Philipp Hengel, Christian Jacke, Julia Köppen, Mario Kortmann, Philipp Ramm, Julia Schaarschmidt, Christoph Stallmann

In contrast to statutory health insurance (SHI) data, private health insurance (PHI) billing data have scarcely been used for scientific purposes in health and healthcare-related research and epidemiology. To date, findings can be obtained for 87.3% of people with health insurance in Germany based on analyses of SHI data. Often, however, only parts of the entire range of services covered by the SHI are depicted on a project-specific basis, depending on the data provided by the various cooperating health insurance funds. This means that statements can be made about the vast majority of the insured population. Nevertheless, a substantial proportion of the insured population is missing, meaning that no general validity for the entire population has been achieved to date. In addition to the 10% of people with comprehensive PHI, it has not been possible with the previous study focus on SHI data to conduct empirical research on the approximately 29 million people who have statutory health insurance and supplementary private insurance. This gap can be closed by supplementing the data on those with SHI with data on those with PHI. Accordingly, the research data center (FDZ) for health is planning to include private health insurance billing data. Yet there is a number of differences between SHI and PHI data, especially regarding the outpatient physician data, knowledge of which is a prerequisite for the proper analysis and interpretation of PHI data. This first article in a three-part series on the scientific use of PHI data on outpatient care and pharmaceutical prescriptions provides a systematic overview of the methodologically and analytically relevant similarities and differences between the two insurance systems based knowledge gained to date. In addition, the most important terms for the PHI sector are listed in the form of a glossary and the administrative and pragmatic requirements for the scientific use of PHI data are explained.

与法定健康保险(SHI)数据相比,私人健康保险(PHI)账单数据很少用于健康和医疗保健相关研究和流行病学的科学目的。迄今为止,根据对SHI数据的分析,可以获得87.3%的德国健康保险人员的调查结果。但是,根据各合作健康保险基金提供的数据,通常只在具体项目的基础上描述了社会保险制度所涵盖的全部服务范围的一部分。这意味着可以对绝大多数参保人口作出陈述。尽管如此,仍有相当大比例的受保险人口缺失,这意味着迄今为止尚未实现对整个人口的普遍有效性。除了10%的人具有综合PHI之外,之前的研究主要集中在SHI数据上,无法对大约2900万拥有法定医疗保险和补充私人保险的人进行实证研究。这一差距可以通过用PHI的数据补充SHI的数据来弥补。因此,健康研究数据中心(FDZ)正计划纳入私人健康保险账单数据。然而,SHI和PHI数据之间存在许多差异,特别是在门诊医生数据方面,了解这些差异是正确分析和解释PHI数据的先决条件。这是关于在门诊护理和药物处方中科学使用PHI数据的三部分系列文章中的第一篇文章,该系列文章系统地概述了基于迄今获得的知识的两种保险系统之间的方法学和分析相关异同。此外,还以术语表的形式列出了PHI领域最重要的术语,并解释了科学使用PHI数据的管理和实用要求。
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引用次数: 0
[Anonymization of general practitioners' electronic medical records in two research datasets]. [两个研究数据集中全科医生电子病历的匿名化]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-07-14 DOI: 10.1055/a-2624-0084
Johannes Hauswaldt, Roland Groh, Knut Kaulke, Falk Schlegelmilch, Alireza Zarei, Eva Hummers

A dataset can be called "anonymous" only if its content cannot be related to a person, not by any means and not even ex post or by combination with other information. Free text entries highly impede "factual anonymization" for secondary research. Using two source datasets from GPs' electronic medical records (EMR), we aimed at de-identification in an iterative and systematic search for potentially identifying field content (PIF).EMR data of 14,285 to 100 GP patients with 40 variables (parameters, fields) in 5,918,321 resp. 363,084 data lines were analyzed at four levels: field labels, their combination, field content, dataset as a whole. Field labels were arranged into eleven semantic groups according to field type, their frequencies examined and their combination evaluated by GP experts rating the re-identification risk. Iteratively we searched for free text PIFs and masked them for the subsequent steps. The ratio of PIF data lines' number over total number yielded final probability estimators. In addition, we processed a whole dataset using ARX open source software for anonymizing sensitive personal data. Results were evaluated in a data protection impact assessment according to article 35 GDPR, with respect to the severity of privacy breach and to its estimated probability.We found a high risk of re-identification with free text entries into "history", "current diagnosis", "medication" and "findings" even after repeated algorithmic text-mining and natural language processing. Scrupulous pre-selection of variables, data parsimony, privacy by design in data processing and measures described here may reduce the risk considerably, but will not result in a "factually anonymized" research dataset.To identify and assess re-identifying field content is mandatory for privacy protection but anonymization can be reached only partly by reasonable efforts. Semantic structuring of data is pre-conditional but does not help with erroneous entries.

一个数据集只有在其内容与某个人无关时才能被称为“匿名”,无论如何都不能,甚至不能邮寄或与其他信息结合在一起。免费文本条目严重阻碍了二次研究的“事实匿名化”。使用来自全科医生电子病历(EMR)的两个源数据集,我们的目标是在迭代和系统搜索潜在识别字段内容(PIF)中去识别。5918321例共14285 ~ 100例GP患者的EMR数据,包含40个变量(参数、字段)。在四个层面上分析了363,084条数据线:字段标签、它们的组合、字段内容、整个数据集。根据字段类型,将字段标签分为11个语义组,并由GP专家对其组合进行再识别风险评估。我们迭代地搜索免费文本pif,并为后续步骤屏蔽它们。PIF数据线数与总数之比产生了最终的概率估计值。此外,我们使用ARX开源软件处理了整个数据集,用于匿名化敏感的个人数据。根据GDPR第35条,根据隐私泄露的严重程度及其估计概率,在数据保护影响评估中对结果进行了评估。我们发现,即使在重复的算法文本挖掘和自然语言处理之后,“历史”、“当前诊断”、“药物”和“发现”中的免费文本条目被重新识别的风险很高。严谨的变量预选、数据节约、数据处理中的隐私设计和本文描述的措施可能会大大降低风险,但不会导致“事实上匿名”的研究数据集。识别和评估重新识别字段内容是隐私保护的强制性要求,但匿名化只能通过合理的努力部分实现。数据的语义结构是有先决条件的,但对错误条目没有帮助。
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引用次数: 0
[Insured-Specific Outpatient Claims Data in Private Health Insurance - Part 2: Data Origin and Data Flow]. [私人健康保险中被保险人特定门诊索赔数据-第2部分:数据来源和数据流]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-09-25 DOI: 10.1055/a-2664-9870
Christoph Stallmann, Katharina Achstetter, Ludwig Goldhahn, Philipp Hengel, Mario Kortmann, Julia Köppen, Philipp Ramm, Julia Schaarschmidt, Holger Gothe, Christian Jacke

Scientific research with claims data provided by private health insurance companies (PHI companies) requires a basic understanding of the regulatory processes of the utilisation of health-related services by persons with private health insurance, the submission of invoices for healthcare services rendered/prescriptions redeemed to a PHI company, their billing and storage of data. Previous research projects have shown that, with knowledge of the special features of data from PHI companies, these can be used in projects involving claims data in a similar way to data from statutory health insurers. This second part of the series of articles on the scientific utilisation of private health insurance claims data focuses on the creation and flow of insured person and associated billing data in the private health insurance system for the sector of outpatient medical care, including medication. Using an exemplary data flow model for the sectors mentioned, processes and special features in the private health insurance system are systematically illustrated. Taking into account the process-related particularities of data generation and the associated content-related consequences, this article is intended to provide a basic understanding of these data. The information gathered can help decision-makers when planning a study with PHI data. The description of the data flow should support data analysts to consider the administrative and data content challenges in data preparation and evaluation. It is also essential for data analysts to be familiar with the data flow as well as with certain administrative and data content-related challenges. The evaluation of data availability and quality is necessary on an individual basis for each PHI company due to the divergent IT infrastructures and insurance rates. Future research projects with health-related claims data from individual or several PHI companies will expand expertise and empirical knowledge. The use of linkage methods is of particular importance here. The additional use of primary or survey data from privately insured persons will allow the realisation of validation studies that are designed, for instance, to examine the plausibility of recorded diagnoses. The increasing digitalisation of the healthcare system, for example through electronic invoicing and electronic prescriptions, can contribute to improving data content and availability in the future.

利用私营健康保险公司(PHI公司)提供的索赔数据进行科学研究,需要基本了解私营健康保险人员利用与健康有关的服务的监管程序、向PHI公司提交提供的医疗保健服务/处方的发票、其账单和数据存储。以前的研究项目表明,通过了解PHI公司数据的特殊特征,可以将这些数据以类似于法定健康保险公司数据的方式用于涉及索赔数据的项目中。关于科学利用私人健康保险索赔数据的系列文章的第二部分,重点关注门诊医疗(包括药物治疗)部门的私人健康保险系统中被保险人和相关计费数据的创建和流动。利用上述部门的示例性数据流模型,系统地说明了私营医疗保险系统的流程和特点。考虑到数据生成过程相关的特殊性和相关的内容相关的后果,本文旨在提供对这些数据的基本理解。收集到的信息可以帮助决策者在计划使用PHI数据进行研究时提供帮助。数据流的描述应该支持数据分析人员考虑数据准备和评估中的管理和数据内容挑战。数据分析师还必须熟悉数据流以及某些管理和数据内容相关的挑战。由于IT基础设施和保险费率不同,每个PHI公司都有必要对数据可用性和质量进行评估。未来的研究项目与健康相关的索赔数据来自个别或几个PHI公司将扩大专业知识和经验知识。在这里使用链接方法是特别重要的。额外使用来自私人投保人的原始或调查数据将允许实现验证研究,例如,检查记录诊断的合理性。医疗保健系统的日益数字化,例如通过电子发票和电子处方,有助于改善未来的数据内容和可用性。
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引用次数: 0
[Correction: Access to and use of Data for better Healthcare: A Plea for a cooperative data and Research Infrastructure of Statutory and Private Health Insurers and the Network University Medicine (NUM)]. [更正:获取和使用数据以改善医疗保健:请求法定和私人医疗保险公司与大学医学网络(NUM)合作建立数据和研究基础设施]。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-11-01 Epub Date: 2025-01-31 DOI: 10.1055/a-2501-9737
Jochen Schmitt, Peter Ihle, Olaf Schoffer, Jens-Peter Reese, Steffen Ortmann, Enno Swart, Sabine Hanß, Falk Hoffmann, Christoph Stallmann, Monika Kraus, Sebastian Claudius Semler, Ralf Heyder, Jörg Janne Vehreschild, Peter Heuschmann, Dagmar Krefting, Martin Sedlmayr, Wolfgang Hoffmann
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引用次数: 0
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