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Big Data Research Requires a Big Role for Primary Care

机译:大数据研究需要基层医疗发挥重要作用

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The use of big data is raising big expectations for medical research and big questions for primary care practices, patients, and researchers. The ever increasing mass of data that are routinely collected in clinical databases has been heralded as the tool for research to revolutionize the delivery of health care.1-3 The business of health care also expects substantial returns in efficiency and profitability from applying big data to the management of clinicians and services.4 As of late 2013, 86% of US hospitals had adopted electronic health records (EHR), and over 200,000 physicians and other individual providers reported using an EHR system in their practices.5 Some envision a future where all patients are research subjects, and every visit is part of a research protocol. Many worry about what happens to all this data once it gets out of the hands of the patients and those who care for them.The increasing ease with which EHRs and other routinely collected data can be aggregated and accessed has brought to the forefront discussions about ethics and patient privacy.6 The US Office of Human Subject Protections is proposing changes to the common rule that governs institutional review boards that would require patients to give informed consent for more of the data that is now routinely collected in the process of their care. These proposed changes have drawn both positive and negative responses from researchers, health plans, and advocacy groups.7-9Primary care researchers and leaders must join in this discussion to protect our patients, empower our clinicians, and advance our research. To be comprehensive, data must be collected at the point of care for each patient encounter with the health care system. Thus, the biggest share of such data must be collected in primary care, where most people get most of their care for most of their problems most of the time. Genuine engagement of primary care clinicians and practices is also a key strategy in the recruitment of representative patients and in particular underrepresented minorities.A critical concern about big data—so far missing from these discussions—is the importance of patient trust in the research process and the critical role of primary care in building and protecting that trust. To grow and sustain the potential of the big data research enterprise, systems must be designed to protect patients and preserve trust in primary care.Prior research has established the importance of trust in people’s willingness to participate in research and in their assessment of risk information.10-12 Public attitudes toward release of EHR data for research are strongly influenced by the perceived social value and purpose of studies.13 Although patients are generally positive about medical research they are concerned about the blurring of lines between research and clinical practice.14,15 However, they do want their doctor to tell them if their records are going to be used for research. For example, 59% of patients have reported that being informed that their medical records were being used in research would somewhat or greatly increase their trust in their doctor.14 Specifically, patients expect information about this research to come through their physician, whom they rely on to identify and filter associated risks.16Primary care clinicians can play a key role in establishing patients’ trust in medical research at the point of care. Moreover, we know that physicians tend to act as proxies and protectors of their patients when it comes to trust in medical researchers.17 Some of the changes proposed to the Institutional Review Board common rule would require more patient consent and are based on the contention that they will increase patient trust in research.As the professionals working at the nexus of care and data collection, primary care clinicians will shoulder the burden of discussing with patients the risks and benefits of research with their data, including protections in future big dat
机译:大数据的使用对医学研究提出了很高的期望,对初级保健实践,患者和研究人员也提出了很大的疑问。临床数据库中常规收集的数据量不断增加,已经被认为是革命性的医疗保健研究手段。1-3医疗保健行业还期望通过将大数据应用到医疗保健领域而获得实质性的回报和效率。 4截至2013年底,美国有86%的医院采用了电子健康记录(EHR),超过20万名医生和其他个人提供者报告说他们在实践中使用了EHR系统。5有些人设想未来所有患者都是研究对象,每次访问都是研究方案的一部分。许多人担心一旦将这些数据从患者和护理人员手中夺走会如何处理,电子病历和其他常规收集的数据的汇总和访问变得越来越容易,这已成为有关道德的最前沿讨论。 6美国人类受试者保护办公室(US Office of Human Subject Protections)提议对管理机构审查委员会的通用规则进行更改,该规则要求患者对目前在护理过程中日常收集的更多数据征得知情同意。这些拟议的变化引起了研究人员,卫生计划和倡导团体的正面和负面回应。7-9初级保健研究人员和领导者必须加入这场讨论,以保护我们的患者,赋予我们的临床医生权力并推进我们的研究。为全面起见,必须在护理时为每位患者遇到医疗保健系统收集数据。因此,此类数据的最大份额必须收集在初级保健中,大多数人在大多数情况下都会在大多数情况下获得大部分保健。真正地使初级保健临床医生和实践参与也是招募代表性患者(尤其是代表性不足的少数族裔)的关键策略。对大数据的关键关注(到目前为止,这些讨论还没有涉及)是患者对研究过程和研究过程的信任的重要性。初级保健在建立和保护这种信任中的关键作用。为了发展和维持大数据研究企业的潜力,必须设计系统以保护患者并维护对初级保健的信任。先前的研究已经确立了信任人们对参与研究和评估风险信息的意愿的重要性。 10-12公众对于发布EHR数据进行研究的态度在很大程度上受到感知的社会价值和研究目的的影响。13尽管患者通常对医学研究持肯定态度,但他们仍对研究与临床实践之间的界线模糊感到担忧。14, 15但是,他们确实希望医生告诉他们自己的记录是否将用于研究。例如,有59%的患者报告说,被告知他们的医学记录正在研究中会在某种程度上或极大地增加他们对医生的信任。14特别地,患者希望有关此研究的信息来自他们依赖的医生16初级保健临床医生在建立患者对医疗研究的信任方面可以发挥关键作用。此外,我们知道,在信任医学研究人员时,医生往往会充当患者的代理人和保护者。17向机构审查委员会共同规则提出的某些变更将需要患者更多的同意,并且基于以下论点:他们将增加患者对研究的信任。作为护理和数据收集关系的专业人士,初级保健临床医生将承担与患者讨论使用其数据进行研究的风险和收益的负担,包括未来大数据的保护

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