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Exploration of ICD-9-CM coding of chronic disease within the Elixhauser Comorbidity Measure in patients with chronic heart failure. Elixhauser合并症测量中慢性心力衰竭患者慢性疾病ICD-9-CM编码的探讨
Jennifer Hornung Garvin, Andrew Redd, Dan Bolton, Pauline Graham, Dominic Roche, Peter Groeneveld, Molly Leecaster, Shuying Shen, Mark G Weiner

Introduction: International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes capture comorbidities that can be used to risk adjust nonrandom patient groups. We explored the accuracy of capturing comorbidities associated with one risk adjustment method, the Elixhauser Comorbidity Measure (ECM), in patients with chronic heart failure (CHF) at one Veterans Affairs (VA) medical center. We explored potential reasons for the differences found between the original codes assigned and conditions found through retrospective review.

Methods: This descriptive, retrospective study used a cohort of patients discharged with a principal diagnosis coded as CHF from one VA medical center in 2003. One admission per patient was used in the study; with multiple admissions, only the first admission was analyzed. We compared the assignment of original codes assigned to conditions found in a retrospective, manual review of the medical record conducted by an investigator with coding expertise as well as by physicians. Members of the team experienced with assigning ICD-9-CM codes and VA coding processes developed themes related to systemic reasons why chronic conditions were not coded in VA records using applied thematic techniques.

Results: In the 181-patient cohort, 388 comorbid conditions were identified; 305 of these were chronic conditions, originally coded at the time of discharge with an average of 1.7 comorbidities related to the ECM per patient. The review by an investigator with coding expertise revealed a total of 937 comorbidities resulting in 618 chronic comorbid conditions with an average of 3.4 per patient; physician review found 872 total comorbidities with 562 chronic conditions (average 3.1 per patient). The agreement between the original and the retrospective coding review was 88 percent. The kappa statistic for the original and the retrospective coding review was 0.375 with a 95 percent confidence interval (CI) of 0.352 to 0.398. The kappa statistic for the retrospective coding review and physician review was 0.849 (CI, 0.823-0.875). The kappa statistic for the original coding and the physician review was 0.340 (CI, 0.316-0.364). Several systemic factors were identified, including familiarity with inpatient VA and non-VA guidelines, the quality of documentation, and operational requirements to complete the coding process within short time frames and to identify the reasons for movement within a given facility.

Conclusion: Comorbidities within the ECM representing chronic conditions were significantly underrepresented in the original code assignment. Contributing factors potentially include prioritization of codes related to acute conditions over chronic conditions; coders' professional training, educational level, and experience; and the limited number of codes allowed in initial coding software. This study highlights the need to e

简介:国际疾病分类,第九版,临床修改(ICD-9-CM)代码捕获合并症,可用于风险调整非随机患者群体。我们探讨了在退伍军人事务(VA)医疗中心的慢性心力衰竭(CHF)患者中,用一种风险调整方法Elixhauser共病测量(ECM)捕捉共病的准确性。我们探讨了通过回顾性审查发现的原始代码和条件之间存在差异的潜在原因。方法:这项描述性、回顾性研究纳入了2003年退伍军人医疗中心以主要诊断编码为CHF出院的患者。研究中使用了每位患者一次入院;对于多次录取,只分析第一次录取。我们比较了分配给由具有编码专业知识的调查员和医生进行的医疗记录回顾性手动审查中发现的条件的原始代码的分配。具有分配ICD-9-CM代码和VA编码过程经验的团队成员开发了与慢性病未在VA记录中使用应用主题技术进行编码的系统性原因相关的主题。结果:在181例患者队列中,确定了388例合并症;其中305例为慢性疾病,最初在出院时编码,平均每位患者有1.7例与ECM相关的合并症。由具有编码专业知识的研究者进行的审查显示,共有937种合并症导致618种慢性合并症,平均每位患者3.4种;医师审查发现共872例合并症,562例慢性疾病(平均每位患者3.1例)。原始代码和回顾性代码审查之间的一致性为88%。原始和回顾性编码审查的kappa统计量为0.375,95%置信区间(CI)为0.352至0.398。回顾性编码评价和医师评价的kappa统计量为0.849 (CI, 0.823-0.875)。原始编码和医师评价的kappa统计量为0.340 (CI, 0.316-0.364)。确定了几个系统因素,包括对住院VA和非VA指南的熟悉程度,文件的质量,以及在短时间内完成编码过程的操作要求,并确定在给定设施内移动的原因。结论:ECM内代表慢性疾病的合并症在原始代码分配中明显不足。可能的促成因素包括:将与急性疾病相关的代码置于慢性病之前;程序员的专业培训、教育水平和经验;以及初始编码软件中允许的有限数量的代码。本研究强调有必要评估慢性病代表性不足的系统性原因,以提高用于卫生服务研究、资源分配和绩效衡量的风险调整的准确性。
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引用次数: 0
Registry-based diabetes risk detection schema for the systematic identification of patients at risk for diabetes in West Virginia primary care centers. 基于登记册的糖尿病风险检测模式,用于系统识别西弗吉尼亚州初级保健中心的糖尿病风险患者。
Adam Baus, Gina Wood, Cecil Pollard, Belinda Summerfield, Emma White

Approximately 466,000 West Virginians, or about 25 percent of the state population, have prediabetes and are at high risk for developing type 2 diabetes. Appropriate lifestyle intervention can prevent or delay the onset of type 2 diabetes if individuals at risk are identified and treated early. The West Virginia Diabetes Prevention and Control Program and the West Virginia University Office of Health Services Research are developing a systematic approach to diabetes prevention within primary care. This study aims to demonstrate the viability of patient registry software for the analysis of disparate electronic health record (EHR) data sets and standardized identification of at-risk patients for early detection and intervention. Preliminary analysis revealed that of 94,283 patients without a documented diagnosis of diabetes or prediabetes, 10,673 (11.3 percent) meet one or more of the risk criteria. This study indicates that EHR data can be repurposed into an actionable registry for prevention. This model supports meaningful use of EHRs, the Patient-Centered Medical Home program, and improved care through enhanced data management.

约有 46.6 万名西弗吉尼亚人(约占该州人口的 25%)患有糖尿病前期,是罹患 2 型糖尿病的高危人群。如果能及早发现和治疗高危人群,适当的生活方式干预可以预防或推迟 2 型糖尿病的发病。西弗吉尼亚州糖尿病预防与控制计划和西弗吉尼亚大学健康服务研究办公室正在开发一种在初级保健中预防糖尿病的系统方法。这项研究旨在证明患者登记软件在分析不同电子健康记录(EHR)数据集和标准化识别高危患者以进行早期检测和干预方面的可行性。初步分析显示,在 94,283 名没有糖尿病或糖尿病前期诊断记录的患者中,有 10,673 人(11.3%)符合一项或多项风险标准。这项研究表明,电子病历数据可以被重新利用为可操作的预防登记册。这种模式支持有意义地使用电子病历、"以病人为中心的医疗之家 "计划,并通过加强数据管理改善护理。
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引用次数: 0
The role of information and communication technology in community outreach, academic and research collaboration, and education and support services (IT-CARES). 资讯及通讯科技在社区外展、学术及研究合作、教育及支援服务(资讯科技关怀)方面的角色。
Ashish Joshi, Jane Meza, Sergio Costa, Douglas Marcel Puricelli Perin, Kate Trout, Atul Rayamajih

Introduction: The purpose of this study is to examine the role of information and communication technology (ICT) in enhancing community outreach, academic and research collaboration, and education and support services (IT-CARES) in an academic setting.

Methods: A survey was deployed to assess the ICT needs in an academic setting. The survey was developed using the Delphi methodology. Questionnaire development was initiated by asking key stakeholders involved in community outreach, academic, research, education, and support to provide feedback on current ICT issues and future recommendations for relevant ICT tools that would be beneficial to them in their job, and to capture current ICT issues. Participants were asked to rate the level of importance of each ICT question on five-point Likert scales.

Results: The survey was sent to 359 participants, including faculty, staff, and students. The total number of respondents was 96, for a 27 percent response rate. The majority of the participants (54.1 percent, n = 46) placed a high importance on learning the available research capabilities of the college. The majority of the participants placed moderate (43.5 percent, n = 37) to high importance (40 percent, n = 34) on having an intranet that could support collaborative grant writing. A majority of the participants attributed high importance to learning to interact with the online learning management system Blackboard. A majority of the participants agreed that social media should being more actively utilized for diverse activities for academic and research purposes.

Conclusion: The study helped to identify the current needs and challenges faced by professionals and students when interacting with ICT. More research is needed in order to effectively integrate the use of ICT in the field of higher education, especially related to the modern global public health context.

简介:本研究旨在探讨资讯及通讯科技(ICT)在促进社区外展、学术及研究合作、教育及支援服务(IT-CARES)方面的作用。方法:一项调查部署评估信息通信技术在学术设置的需求。该调查采用德尔菲法进行。问卷的开发是通过询问参与社区外展、学术、研究、教育和支持的主要利益相关者,就当前的ICT问题提供反馈,并就有利于其工作的相关ICT工具提出未来建议,并捕捉当前的ICT问题。参与者被要求按照李克特五分制对每个信息和通信技术问题的重要性进行评分。结果:该调查共有359名参与者,包括教职员工和学生。受访者总数为96人,回复率为27%。大多数参与者(54.1%,n = 46)高度重视学习学院的可用研究能力。大多数参与者认为拥有一个能够支持协作拨款写作的内部网具有中等(43.5%,n = 37)到高度(40%,n = 34)的重要性。大多数参与者认为学习如何与在线学习管理系统Blackboard互动非常重要。大多数与会者同意应更积极地利用社交媒体进行各种学术和研究活动。结论:该研究有助于确定专业人员和学生在与ICT互动时面临的当前需求和挑战。需要进行更多的研究,以便有效地将信息和通信技术的使用纳入高等教育领域,特别是与现代全球公共卫生有关的领域。
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引用次数: 0
Impact of electronic health record systems on information integrity: quality and safety implications. 电子健康记录系统对信息完整性的影响:质量和安全影响。
Sue Bowman

While the adoption of electronic health record (EHR) systems promises a number of substantial benefits, including better care and decreased healthcare costs, serious unintended consequences from the implementation of these systems have emerged. Poor EHR system design and improper use can cause EHR-related errors that jeopardize the integrity of the information in the EHR, leading to errors that endanger patient safety or decrease the quality of care. These unintended consequences also may increase fraud and abuse and can have serious legal implications. This literature review examines the impact of unintended consequences of the use of EHR systems on the quality of care and proposed solutions to address EHR-related errors. This analysis of the literature on EHR risks is intended to serve as an impetus for further research on the prevalence of these risks, their impact on quality and safety of patient care, and strategies for reducing them.

虽然采用电子健康记录(EHR)系统有望带来许多实质性的好处,包括更好的护理和降低医疗成本,但这些系统的实施已经出现了严重的意想不到的后果。糟糕的EHR系统设计和不当的使用会导致EHR相关的错误,危及EHR中信息的完整性,从而导致危及患者安全或降低护理质量的错误。这些意想不到的后果还可能增加欺诈和滥用,并可能产生严重的法律影响。本文献综述探讨了使用电子病历系统对护理质量的意外后果的影响,并提出了解决电子病历相关错误的解决方案。对电子病历风险文献的分析旨在推动对这些风险的流行程度、对患者护理质量和安全的影响以及降低风险的策略的进一步研究。
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引用次数: 0
Long-term care and health information technology: opportunities and responsibilities for long-term and post-acute care providers. 长期护理和卫生信息技术:长期和急性后护理提供者的机会和责任。
Patricia MacTaggart, Jane Hyatt Thorpe

Long-term and post-acute care providers (LTPAC) need to understand the multiple aspects of health information technology (HIT) in the context of health systems transformation in order to be a viable participant. The issues with moving to HIT are not just technical and funding, but include legal and policy, technical and business operations, and very significantly, governance. There are many unanswered questions. However, changes in payment methodologies, service delivery models, consumer expectations, and regulatory requirements necessitate that LTPAC providers begin their journey.

长期和急性后护理提供者(LTPAC)需要了解卫生信息技术(HIT)在卫生系统转型背景下的多个方面,以便成为一个可行的参与者。转移到HIT的问题不仅仅是技术和资金,还包括法律和政策、技术和业务操作,以及非常重要的治理。有许多未解之谜。然而,支付方法、服务交付模型、消费者期望和监管要求的变化使得LTPAC提供商必须开始他们的旅程。
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引用次数: 0
Digital family histories for data mining. 用于数据挖掘的数字家族史。
Robert Hoyt, Steven Linnville, Hui-Min Chung, Brent Hutfless, Courtney Rice

As we move closer to ubiquitous electronic health records (EHRs), genetic, familial, and clinical information will need to be incorporated into EHRs as structured data that can be used for data mining and clinical decision support. While the Human Genome Project has produced new and exciting genomic data, the cost to sequence the human personal genome is high, and significant controversies regarding how to interpret genomic data exist. Many experts feel that the family history is a surrogate marker for genetic information and should be part of any paper-based or electronic health record. A digital family history is now part of the Meaningful Use Stage 2 menu objectives for EHR reimbursement, projected for 2014. In this study, a secure online family history questionnaire was designed to collect data on a unique cohort of Vietnam-era repatriated male veterans and a comparison group in order to compare participant and family disease rates on common medical disorders with a genetic component. This article describes our approach to create the digital questionnaire and the results of analyzing family history data on 319 male participants.

随着电子健康记录(EHR)的普及,遗传、家族和临床信息将需要作为结构化数据纳入 EHR,以用于数据挖掘和临床决策支持。虽然人类基因组计划产生了令人振奋的新基因组数据,但人类个人基因组测序的成本很高,而且在如何解释基因组数据方面存在很大争议。许多专家认为,家族史是基因信息的替代标记,应成为任何纸质或电子健康记录的一部分。数字家族史现已成为电子病历报销的 "有意义使用 "第二阶段菜单目标的一部分,预计将于 2014 年实现。在本研究中,我们设计了一个安全的在线家族史调查问卷,以收集越战时期归国男性退伍军人这一独特群体和对比群体的数据,从而比较参与者和家族在具有遗传因素的常见疾病方面的患病率。本文介绍了我们制作数字问卷的方法,以及对 319 名男性参与者的家族史数据进行分析的结果。
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引用次数: 0
Impact of radio-frequency identification (RFID) technologies on the hospital supply chain: a literature review. 射频识别(RFID)技术对医院供应链的影响:文献综述。
Alberto Coustasse, Shane Tomblin, Chelsea Slack

Supply costs account for more than one-third of the average operating budget and constitute the second largest expenditure in hospitals. As hospitals have sought to reduce these costs, radio-frequency identification (RFID) technology has emerged as a solution. This study reviews existing literature to gauge the recent and potential impact and direction of the implementation of RFID in the hospital supply chain to determine current benefits and barriers of adoption. Findings show that the application of RFID to medical equipment and supplies tracking has resulted in efficiency increases in hospitals with lower costs and increased service quality. RFID technology can reduce costs, improve patient safety, and improve supply chain management effectiveness by increasing the ability to track and locate equipment, as well as monitoring theft prevention, distribution management, and patient billing. Despite ongoing RFID implementation in the hospital supply chain, barriers to widespread and rapid adoption include significant total expenditures, unclear return on investment, and competition with other strategic imperatives.

供应成本占平均运营预算的三分之一以上,是医院的第二大开支。随着医院寻求降低这些成本,射频识别(RFID)技术已成为一种解决方案。本研究回顾了现有文献,评估了在医院供应链中实施 RFID 技术的近期和潜在影响及方向,以确定采用 RFID 技术的当前优势和障碍。研究结果表明,将 RFID 技术应用于医疗设备和用品的追踪可提高医院的效率,降低成本,提高服务质量。RFID 技术可以降低成本,提高病人安全,并通过提高设备追踪和定位能力、监控防盗、配送管理和病人账单来提高供应链管理效率。尽管 RFID 技术在医院供应链中的应用仍在继续,但广泛和快速应用的障碍包括总支出巨大、投资回报不明确以及与其他战略要务的竞争。
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引用次数: 0
The road to ICD-10-CM/PCS implementation: forecasting the transition for providers, payers, and other healthcare organizations. ICD-10-CM/PCS实施之路:预测供应商、支付方和其他医疗保健组织的转型。
Tekla B Sanders, Felicia M Bowens, William Pierce, Bridgette Stasher-Booker, Erica Q Thompson, Warren A Jones

This article will examine the benefits and challenges of the US healthcare system's upcoming conversion to use of the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedure Coding System (ICD-10-CM/PCS) and will review the cost implications of the transition. Benefits including improved quality of care, potential cost savings from increased accuracy of payments and reduction of unpaid claims, and improved tracking of healthcare data related to public health and bioterrorism events are discussed. Challenges are noted in the areas of planning and implementation, the financial cost of the transition, a shortage of qualified coders, the need for further training and education of the healthcare workforce, and the loss of productivity during the transition. Although the transition will require substantial implementation and conversion costs, potential benefits can be achieved in the areas of data integrity, fraud detection, enhanced cost analysis capabilities, and improved monitoring of patients' health outcomes that will yield greater cost savings over time. The discussion concludes with recommendations to healthcare organizations of ways in which technological advances and workforce training and development opportunities can ease the transition to the new coding system.

本文将研究美国医疗保健系统即将转换为使用国际疾病分类第十版临床修改/程序编码系统(ICD-10-CM/PCS)的好处和挑战,并将审查转换的成本影响。讨论了包括提高护理质量、提高付款准确性和减少未付索赔带来的潜在成本节约以及改进与公共卫生和生物恐怖主义事件相关的医疗保健数据跟踪等好处。在规划和实施、过渡的财务成本、合格编码人员短缺、需要对医疗保健工作人员进行进一步培训和教育以及过渡期间生产力的损失等领域都注意到了挑战。虽然过渡将需要大量的实施和转换成本,但可以在数据完整性、欺诈检测、增强成本分析能力和改进对患者健康结果的监测等领域实现潜在的好处,随着时间的推移,这些好处将产生更大的成本节约。讨论最后向医疗保健组织提出了一些建议,说明技术进步、劳动力培训和发展机会如何能够简化向新编码系统的过渡。
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引用次数: 0
Lessons learned from an ICD-10-CM clinical documentation pilot study. 从 ICD-10-CM 临床文档试点研究中汲取的经验教训。
Jackie Moczygemba, Susan H Fenton

On October 1, 2013, the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) will be mandated for use in the United States in place of the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM). This new classification system will used throughout the nation's healthcare system for recording diagnoses or the reasons for treatment or care. A pilot study was conducted to determine whether current levels of inpatient clinical documentation provide the detail necessary to fully utilize the ICD-10-CM classification system for heart disease, pneumonia, and diabetes cases. The design of this pilot study was cross-sectional. Four hundred ninety-one de-identified records from two sources were coded using ICD-10-CM guidelines and codebooks. The findings of this study indicate that healthcare organizations need to assess clinical documentation and identify gaps. In addition, coder proficiency should be assessed prior to ICD-10-CM implementation to determine the need for further education and training in the biomedical sciences, along with training in the new classification system.

2013 年 10 月 1 日,美国将强制使用《国际疾病分类,第十版,临床修正》(ICD-10-CM),以取代《国际疾病分类,第九版,临床修正》(ICD-9-CM)。这一新的分类系统将在整个国家的医疗保健系统中使用,用于记录诊断或治疗或护理的原因。我们开展了一项试点研究,以确定目前的住院病人临床记录水平是否提供了充分利用 ICD-10-CM 分类系统治疗心脏病、肺炎和糖尿病病例所需的详细资料。该试点研究采用横断面设计。使用 ICD-10-CM 指南和编码手册对两个来源的 491 份去标识化记录进行了编码。研究结果表明,医疗机构需要评估临床文档并找出差距。此外,在实施 ICD-10-CM 之前,应对编码员的熟练程度进行评估,以确定是否需要在生物医学科学方面进行进一步的教育和培训,同时进行新分类系统的培训。
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引用次数: 0
Navigating regulatory change: preliminary lessons learned during the healthcare provider transition to ICD-10-CM/PCS. 引导监管变革:医疗保健提供商向ICD-10-CM/PCS过渡期间获得的初步经验教训。
Veronica E Jackson, Alexander Muckerman

This article presents the findings of a collaborative effort between the Georgetown University Student Consulting Team and Booz Allen Hamilton to interview healthcare providers undergoing the transition to the International Classification of Diseases, Tenth Revision, Clinical Modification/Procedure Coding System (ICD-10-CM/PCS). The goals of this study were to extract a common set of trends, challenges, and lessons learned surrounding the implementation of the ICD-10-CM/PCS code set and to produce actionable information that might serve as a resource for organizations navigating the transition to ICD-10-CM/PCS. The selected survey sample focused on a subset of large hospitals, integrated health systems, and other national industry leaders who are likely to have initiated the implementation process far in advance of the October 2013 deadline. Guided by a uniform survey tool, the team conducted a series of one-on-one provider interviews with department heads, senior staff members, and project managers leading ICD-10-CM/PCS conversion efforts from six diverse health systems. As expected, the integrated health systems surveyed seem to be on or ahead of schedule for the ICD-10-CM/PCS coding transition. However, results show that as of April 2010 most providers were still in the planning stages of implementation and were working to raise awareness within their organizations. Although individual levels of preparation varied widely among respondents, the study identified several trends, challenges, and lessons learned that will enable healthcare providers to assess their own status with respect to the industry and will provide useful insight into best practices for the ICD-10-CM/PCS transition.

本文介绍了乔治城大学学生咨询团队和博思艾伦汉密尔顿咨询公司合作的结果,采访了正在过渡到国际疾病分类第十版临床修改/程序编码系统(ICD-10-CM/PCS)的医疗保健提供者。本研究的目标是围绕ICD-10-CM/PCS代码集的实施提取一组共同的趋势、挑战和经验教训,并产生可操作的信息,这些信息可能作为组织向ICD-10-CM/PCS过渡的资源。选定的调查样本集中于大型医院、综合卫生系统和其他可能在2013年10月最后期限之前很久就启动实施进程的国家行业领导者。在统一调查工具的指导下,该小组与来自六个不同卫生系统的部门主管、高级工作人员和领导ICD-10-CM/PCS转换工作的项目经理进行了一系列一对一的提供者访谈。正如预期的那样,接受调查的综合卫生系统似乎已赶上或提前完成ICD-10-CM/PCS编码过渡。然而,结果显示,截至2010年4月,大多数供应商仍处于计划实施阶段,并正在努力提高组织内部的意识。尽管受访者的个人准备水平差异很大,但该研究确定了一些趋势、挑战和经验教训,使医疗保健提供商能够评估自己在行业中的地位,并将为ICD-10-CM/PCS过渡的最佳实践提供有用的见解。
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引用次数: 0
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