The development and impact of adopting electronic health records in the United States: A brief overview and implications for nursing education

Song Ge, Yuting Song, Jiale Hu, Xianping Tang, Junxin Li, Linda Dune
{"title":"The development and impact of adopting electronic health records in the United States: A brief overview and implications for nursing education","authors":"Song Ge,&nbsp;Yuting Song,&nbsp;Jiale Hu,&nbsp;Xianping Tang,&nbsp;Junxin Li,&nbsp;Linda Dune","doi":"10.1002/hcs2.21","DOIUrl":null,"url":null,"abstract":"<p>At present, health-care systems in the United States face enormous challenges in providing quality care, characterized by safe, effective, efficient, patient-centered, timely, and equitable care while containing health-care costs [<span>1</span>, <span>2</span>]. To understand and address patients' increasingly complicated health-care needs, we need safe access to quality information that is characterized by integrity, reliability, and accuracy [<span>3</span>], and establish mutually beneficial relationships among a multidisciplinary team of professionals [<span>4</span>]. Traditional paper-based clinical workflow produces many issues such as illegible handwriting, inconvenient access, the possibility of computational prescribing errors, inadequate patient hand-offs, and drug administration errors. These problems can lead to medical errors, omissions, and duplications and, ultimately, poor patient outcomes and compromised quality of care [<span>2</span>].</p><p>Electronic health records (EHR) is a major achievement in the health information technology [<span>5</span>]. It is deemed a promising solution to improve the interoperability of patients' information across health-care settings and achieve a more cost-effective, safer, and higher quality of care [<span>3</span>, <span>6</span>]. Electronic medical records (EMR) is a different concept from EHR; thus, the two terms cannot be used interchangeably. The EMR is the official record produced by hospitals and other ambulatory settings that serves as the EHR's data source. EMR is a prerequisite for EHR [<span>7</span>]. EHR refers to systematic documentation of patients' health status and health care in a secured digital format [<span>8</span>]. It indicates that patients' health information can not only be stored but also be transmitted and accessed by authorized interdisciplinary professionals across health-care settings in patients' health-care continuum. In addition, authorized non-health-care professionals, including insurers, the government, and researchers can also have access to patients' health information as well.</p><p>With EHR, patients can have greater autonomy over their care, and clinicians may better understand patients' medical history and coordinate care with other interdisciplinary professionals with fewer barriers [<span>2</span>]. EHR can also provide data for a variety of other purposes such as providing data for research, population-based interventions, and reporting quality-related measures [<span>9</span>]. Thus, this technological innovation benefits not only patients but also healthcare providers, administrative officers, researchers, and professionals from a variety of disciplines [<span>10</span>].</p><p>The adoption of EHR in the United States started early and was accelerated by laws and regulations. In 2004, US President George W. Bush proposed a plan that most Americans would have EHR by 2014. He stated that computerizing health records could help clinicians avoid dangerous medical mistakes, reduce costs, and improve patients' care [<span>11</span>]. Later, President Obama continued this effort by proposing the American Recovery and Reinvestment Act of 2009 [<span>12</span>]. This policy included the Health Information Technology for Economic and Clinical Health (HITECH) Act to use Medicare and Medicaid to provide explicit reimbursement and penalties incentives for health organizations and providers to adopt EHR meaningfully within a specific time frame [<span>10</span>, <span>13</span>]. Initiating this act, the federal government committed unprecedented resources to support the adoption of EHR [<span>10</span>]. The HITECH Act could be considered “the most significant driver” to encourage the adoption of EHR in the United States before the COVID-19 pandemic [<span>14</span>]. It was important to note that not all EHR were eligible for reimbursement. The HITECH act specifies that health-care providers and organizations must implement all the EHR's core objectives before selecting five of ten additional ones to accomplish during the first 2 years to be eligible for reimbursement. The fundamental tasks that supported better health care were included in the key objectives defined by the HITECH act and included the data entry and many software-based clinical decision support systems (DSS) [<span>10</span>]. The optional objectives gave providers the opportunity to make choices based on their circumstances. A wide spectrum of health-care companies in the United States has implemented EHR after more than 10 years, despite the fact that the technology and standards are constantly changing and there are still acceptance barriers. [<span>15</span>]. In 2001, only 18% of physicians used EHR, compared with over 80% in 2016 [<span>16</span>]. Moreover, according to the Healthcare Information and Management Systems Society (HIMSS) Analytics 2015 Report, 1313 US hospitals have achieved fully implementation of physician documentation, robust clinical DSS, and electronic access to medical imaging (Stage 6) [<span>17</span>] (Figure 1).</p><p>The coronavirus disease 2019 (COVID-19) pandemic that has occurred since 2020 has had an unprecedented impact on the adoption of EHR in the United States. As EHR offered convenience, safety, quicker results reporting, and virtual visits, EHR was highly demanded during COVID-19 when people's life was disrupted. In addition, with the order of President Trump, under the Stafford Act and the National Emergencies Act, the Center for Medicare and Medicaid temporarily expanded coverage for telehealth and virtual care visits [<span>18</span>]. Certain regulatory changes also took place, such as allowing providers to practice across state lines. All these pandemic-related changes led to leaps in the adoption of EHR. The change was unprecedented. For example, following March 13, 2020, Intermountain Health saw a rise in telehealth visits from about 100 per month to over 50,000 per week [<span>19</span>]. Overall, COVID-19 caused extensive short-term and long-term changes in people's attitudes toward as well as demand for HER.</p><p>The detailed components of EHR are shown in Table 1.</p><p>Using EHR to improve healthcare has been a strategy that raises many countries' attention and efforts because of EHR's vast potential and functionalities. However, this is never an easy process and can be viewed as a revolution due to its complexities and scope of change. In this review, we identified several barriers to its adoption from financial, technical, and human aspects. Healthcare institutions should carefully attend to these considerations if they plan to adopt EHR. Rushing this process does not help implement such a large-scale campaign and could lead to worse rather than better outcomes, as illustrated by many earlier studies mentioned above. In particular, hospitals in many developing countries are at an early stage of EHR adoption [<span>39</span>] with a tremendous amount of work that needs to be done. Legislation should be in place regarding guidelines and standards for EHR that are allowed to be implemented with particular attention to interoperability among distinctive. Making EHR systems become interoperability is a widespread challenge. Legislation could facilitate the adoption of EHR by providing health-care agencies with incentives and facilitators to implement specific instructions.</p><p>Meanwhile, health-care agencies should develop an appropriate timeline to adopt EHR, including (a) Identifying the information needs of their organization, (b) understanding the current market of EHR market, and (c) assigning interdisciplinary expertise to choose the desired system among a vast potential selection of vendors and systems, (d) carefully examining features of EHR, (e) getting the hardware ready, (f) adjusting the EHR to fit the need of their specific organization, (g) carefully train personnel, (h) decreasing users' resistance by providing robust and ongoing support, and (i) maintaining and updating the system at regular basis. It is also essential to develop mechanisms to evaluate the impact of EHR on healthcare professionals' workflow efficiency, quality of care, and patient outcomes so that any mistake and weakness can be caught early. Input from multidisciplinary teams is valuable and needed because each profession will bring unique perspectives and have special needs for EMR functions. Overall, we not only need adoption but more integration of EHR within the daily workflow of healthcare agencies and production of better patient outcomes.</p><p>The wide disparity in nurses' informatics competence has negatively affected their utilization of EHR [<span>40</span>]. Nurses need to be willing to learn the strengths and features of EHR over the traditional paper approach and constantly improve their informatics competence to adapt to the changing technology such as big data, artificial intelligence, robotics, and telehealth. This is particularly important during the COVID-19 pandemic when remote diagnosis is expanding quickly. Nurses' EHR learning process can start early to achieve the best results. Nursing students should develop informatics competence in their education. Nursing educators should be aware that fostering a favorable attitude toward using EHR and elevating the perceived value in their nursing students is crucial for improving their acceptance of using them [<span>41</span>]. However, nursing educators from academic institutions are frequently left out of the deployment of EHR themselves and nursing schools often lack EHR education resources [<span>42</span>]. Moreover, a consensus is lacking on the content of information education for bachelor of science in nursing (BSN) students [<span>43</span>]. Thus, the integration of informatics into BSN education has been relatively slow [<span>40</span>]. Many new graduate nurses were not healthcare informatics competent [<span>42</span>].</p><p>Nursing educators must develop effective strategies to incorporate informatics into nursing education and make the education content pragmatic, relevant, and appealing to nursing students. Important concepts should be included in the curriculum, such as the development of EHR, its impact on the health-care system, examples of technology and information systems that are effective and safe within various practice settings, and how to safeguard patients' information. In addition, researchers also found that a simulated EHR curriculum is an effective and engaging approach to teaching students EHR skills and organizing charts leading to a safe, effective, and high-quality patient care [<span>44</span>]. In a simulated EHR curriculum, students draft orders and prescriptions using an EHR training platform, develop an evidence-based nursing care plan, and conduct a small-group review of their work after viewing a virtual medical record of a complex patient with chronic conditions and compromised care.</p><p>Nurses should be competent to use EHR at workplaces after a rigorous selection of the appropriate EHR system in their health-care agency and relevant support provided. As the frontier of healthcare, nurses have great opportunities to participate in this significant revolution. Nurses could work during the preinstallation phase such as helping the agency choose the most suitable system, adjusting the system to the need of their agency with their expertise, encouraging and training their colleagues for adoption, and assisting their agency in evaluating the quality, adoption, and impact of the system. Ultimately, with everyone's efforts, the system will provide all health-care professionals, including nurses better working processes and care outcomes for patients if integrated well with the agency.</p><p><b>Song Ge</b>: Conceptualization (equal); Investigation (equal); Methodology (equal). <b>Yuting Song</b>: Conceptualization (equal); Resources (equal). <b>Jiale Hu</b>: Resources (equal); Software (equal); Supervision (equal). <b>Xianping Tang</b>: Investigation (equal); Software (equal); Supervision (equal). <b>Junxin Li</b>: Conceptualization (equal); Data curation (equal); Formal analysis (equal); Writing – original draft (equal); Writing – review &amp; editing (equal). <b>Linda Dune</b>: Formal analysis (equal); Funding acquisition (equal).</p><p>The authors declare no conflict of interest.</p><p>Not Applicable.</p><p>Not Applicable.</p>","PeriodicalId":100601,"journal":{"name":"Health Care Science","volume":"1 3","pages":"186-192"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hcs2.21","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Care Science","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/hcs2.21","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

At present, health-care systems in the United States face enormous challenges in providing quality care, characterized by safe, effective, efficient, patient-centered, timely, and equitable care while containing health-care costs [12]. To understand and address patients' increasingly complicated health-care needs, we need safe access to quality information that is characterized by integrity, reliability, and accuracy [3], and establish mutually beneficial relationships among a multidisciplinary team of professionals [4]. Traditional paper-based clinical workflow produces many issues such as illegible handwriting, inconvenient access, the possibility of computational prescribing errors, inadequate patient hand-offs, and drug administration errors. These problems can lead to medical errors, omissions, and duplications and, ultimately, poor patient outcomes and compromised quality of care [2].

Electronic health records (EHR) is a major achievement in the health information technology [5]. It is deemed a promising solution to improve the interoperability of patients' information across health-care settings and achieve a more cost-effective, safer, and higher quality of care [36]. Electronic medical records (EMR) is a different concept from EHR; thus, the two terms cannot be used interchangeably. The EMR is the official record produced by hospitals and other ambulatory settings that serves as the EHR's data source. EMR is a prerequisite for EHR [7]. EHR refers to systematic documentation of patients' health status and health care in a secured digital format [8]. It indicates that patients' health information can not only be stored but also be transmitted and accessed by authorized interdisciplinary professionals across health-care settings in patients' health-care continuum. In addition, authorized non-health-care professionals, including insurers, the government, and researchers can also have access to patients' health information as well.

With EHR, patients can have greater autonomy over their care, and clinicians may better understand patients' medical history and coordinate care with other interdisciplinary professionals with fewer barriers [2]. EHR can also provide data for a variety of other purposes such as providing data for research, population-based interventions, and reporting quality-related measures [9]. Thus, this technological innovation benefits not only patients but also healthcare providers, administrative officers, researchers, and professionals from a variety of disciplines [10].

The adoption of EHR in the United States started early and was accelerated by laws and regulations. In 2004, US President George W. Bush proposed a plan that most Americans would have EHR by 2014. He stated that computerizing health records could help clinicians avoid dangerous medical mistakes, reduce costs, and improve patients' care [11]. Later, President Obama continued this effort by proposing the American Recovery and Reinvestment Act of 2009 [12]. This policy included the Health Information Technology for Economic and Clinical Health (HITECH) Act to use Medicare and Medicaid to provide explicit reimbursement and penalties incentives for health organizations and providers to adopt EHR meaningfully within a specific time frame [1013]. Initiating this act, the federal government committed unprecedented resources to support the adoption of EHR [10]. The HITECH Act could be considered “the most significant driver” to encourage the adoption of EHR in the United States before the COVID-19 pandemic [14]. It was important to note that not all EHR were eligible for reimbursement. The HITECH act specifies that health-care providers and organizations must implement all the EHR's core objectives before selecting five of ten additional ones to accomplish during the first 2 years to be eligible for reimbursement. The fundamental tasks that supported better health care were included in the key objectives defined by the HITECH act and included the data entry and many software-based clinical decision support systems (DSS) [10]. The optional objectives gave providers the opportunity to make choices based on their circumstances. A wide spectrum of health-care companies in the United States has implemented EHR after more than 10 years, despite the fact that the technology and standards are constantly changing and there are still acceptance barriers. [15]. In 2001, only 18% of physicians used EHR, compared with over 80% in 2016 [16]. Moreover, according to the Healthcare Information and Management Systems Society (HIMSS) Analytics 2015 Report, 1313 US hospitals have achieved fully implementation of physician documentation, robust clinical DSS, and electronic access to medical imaging (Stage 6) [17] (Figure 1).

The coronavirus disease 2019 (COVID-19) pandemic that has occurred since 2020 has had an unprecedented impact on the adoption of EHR in the United States. As EHR offered convenience, safety, quicker results reporting, and virtual visits, EHR was highly demanded during COVID-19 when people's life was disrupted. In addition, with the order of President Trump, under the Stafford Act and the National Emergencies Act, the Center for Medicare and Medicaid temporarily expanded coverage for telehealth and virtual care visits [18]. Certain regulatory changes also took place, such as allowing providers to practice across state lines. All these pandemic-related changes led to leaps in the adoption of EHR. The change was unprecedented. For example, following March 13, 2020, Intermountain Health saw a rise in telehealth visits from about 100 per month to over 50,000 per week [19]. Overall, COVID-19 caused extensive short-term and long-term changes in people's attitudes toward as well as demand for HER.

The detailed components of EHR are shown in Table 1.

Using EHR to improve healthcare has been a strategy that raises many countries' attention and efforts because of EHR's vast potential and functionalities. However, this is never an easy process and can be viewed as a revolution due to its complexities and scope of change. In this review, we identified several barriers to its adoption from financial, technical, and human aspects. Healthcare institutions should carefully attend to these considerations if they plan to adopt EHR. Rushing this process does not help implement such a large-scale campaign and could lead to worse rather than better outcomes, as illustrated by many earlier studies mentioned above. In particular, hospitals in many developing countries are at an early stage of EHR adoption [39] with a tremendous amount of work that needs to be done. Legislation should be in place regarding guidelines and standards for EHR that are allowed to be implemented with particular attention to interoperability among distinctive. Making EHR systems become interoperability is a widespread challenge. Legislation could facilitate the adoption of EHR by providing health-care agencies with incentives and facilitators to implement specific instructions.

Meanwhile, health-care agencies should develop an appropriate timeline to adopt EHR, including (a) Identifying the information needs of their organization, (b) understanding the current market of EHR market, and (c) assigning interdisciplinary expertise to choose the desired system among a vast potential selection of vendors and systems, (d) carefully examining features of EHR, (e) getting the hardware ready, (f) adjusting the EHR to fit the need of their specific organization, (g) carefully train personnel, (h) decreasing users' resistance by providing robust and ongoing support, and (i) maintaining and updating the system at regular basis. It is also essential to develop mechanisms to evaluate the impact of EHR on healthcare professionals' workflow efficiency, quality of care, and patient outcomes so that any mistake and weakness can be caught early. Input from multidisciplinary teams is valuable and needed because each profession will bring unique perspectives and have special needs for EMR functions. Overall, we not only need adoption but more integration of EHR within the daily workflow of healthcare agencies and production of better patient outcomes.

The wide disparity in nurses' informatics competence has negatively affected their utilization of EHR [40]. Nurses need to be willing to learn the strengths and features of EHR over the traditional paper approach and constantly improve their informatics competence to adapt to the changing technology such as big data, artificial intelligence, robotics, and telehealth. This is particularly important during the COVID-19 pandemic when remote diagnosis is expanding quickly. Nurses' EHR learning process can start early to achieve the best results. Nursing students should develop informatics competence in their education. Nursing educators should be aware that fostering a favorable attitude toward using EHR and elevating the perceived value in their nursing students is crucial for improving their acceptance of using them [41]. However, nursing educators from academic institutions are frequently left out of the deployment of EHR themselves and nursing schools often lack EHR education resources [42]. Moreover, a consensus is lacking on the content of information education for bachelor of science in nursing (BSN) students [43]. Thus, the integration of informatics into BSN education has been relatively slow [40]. Many new graduate nurses were not healthcare informatics competent [42].

Nursing educators must develop effective strategies to incorporate informatics into nursing education and make the education content pragmatic, relevant, and appealing to nursing students. Important concepts should be included in the curriculum, such as the development of EHR, its impact on the health-care system, examples of technology and information systems that are effective and safe within various practice settings, and how to safeguard patients' information. In addition, researchers also found that a simulated EHR curriculum is an effective and engaging approach to teaching students EHR skills and organizing charts leading to a safe, effective, and high-quality patient care [44]. In a simulated EHR curriculum, students draft orders and prescriptions using an EHR training platform, develop an evidence-based nursing care plan, and conduct a small-group review of their work after viewing a virtual medical record of a complex patient with chronic conditions and compromised care.

Nurses should be competent to use EHR at workplaces after a rigorous selection of the appropriate EHR system in their health-care agency and relevant support provided. As the frontier of healthcare, nurses have great opportunities to participate in this significant revolution. Nurses could work during the preinstallation phase such as helping the agency choose the most suitable system, adjusting the system to the need of their agency with their expertise, encouraging and training their colleagues for adoption, and assisting their agency in evaluating the quality, adoption, and impact of the system. Ultimately, with everyone's efforts, the system will provide all health-care professionals, including nurses better working processes and care outcomes for patients if integrated well with the agency.

Song Ge: Conceptualization (equal); Investigation (equal); Methodology (equal). Yuting Song: Conceptualization (equal); Resources (equal). Jiale Hu: Resources (equal); Software (equal); Supervision (equal). Xianping Tang: Investigation (equal); Software (equal); Supervision (equal). Junxin Li: Conceptualization (equal); Data curation (equal); Formal analysis (equal); Writing – original draft (equal); Writing – review & editing (equal). Linda Dune: Formal analysis (equal); Funding acquisition (equal).

The authors declare no conflict of interest.

Not Applicable.

Not Applicable.

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在美国采用电子健康记录的发展和影响:简要概述和对护理教育的影响
目前,美国的医疗保健系统在提供安全、有效、高效、以患者为中心、及时和公平的医疗服务同时控制医疗成本方面面临着巨大的挑战[1,2]。为了理解和解决患者日益复杂的保健需求,我们需要安全获取以完整性、可靠性和准确性为特征的高质量信息[b],并在多学科专业人员团队[b]之间建立互利关系[b]。传统的纸质临床工作流程会产生许多问题,如字迹难以辨认、访问不便、计算处方错误的可能性、患者交接不足和药物管理错误。这些问题可能导致医疗差错、遗漏和重复,并最终导致患者预后不良和护理质量下降。电子病历(EHR)是卫生信息技术领域的一项重大成就。它被认为是一种很有前途的解决方案,可以改善医疗保健机构中患者信息的互操作性,并实现更具成本效益、更安全、更高质量的护理[3,6]。电子病历(EMR)是一个不同于EHR的概念;因此,这两个术语不能互换使用。电子病历是由医院和其他门诊机构制作的官方记录,作为电子病历的数据源。电子病历是电子病历[7]的先决条件。电子健康档案是指以安全的数字格式系统地记录患者的健康状况和医疗保健。这表明,患者的健康信息不仅可以存储,而且还可以由经授权的跨学科专业人员在患者保健连续体的各个保健机构中传输和访问。此外,获得授权的非保健专业人员,包括保险公司、政府和研究人员也可以访问患者的健康信息。有了电子健康档案,患者可以对自己的护理有更大的自主权,临床医生可以更好地了解患者的病史,并与其他跨学科专业人员协调护理,减少障碍。电子病历还可以为各种其他目的提供数据,例如为研究、基于人群的干预措施和报告质量相关措施提供数据。因此,这项技术创新不仅有利于患者,也有利于医疗保健提供者、行政官员、研究人员和来自各种学科的专业人员。在美国,电子病历的采用起步较早,并在法律法规的推动下得到了加速。2004年,美国总统乔治·w·布什提出了一项计划,到2014年,大多数美国人将拥有电子病历。他说,计算机化的健康记录可以帮助临床医生避免危险的医疗错误,降低成本,并改善病人的护理。后来,奥巴马总统通过提出《2009年美国复苏与再投资法案》继续了这一努力。该政策包括《卫生信息技术促进经济和临床健康(HITECH)法案》,该法案利用医疗保险和医疗补助为卫生组织和提供者在特定时间框架内有意义地采用电子病历提供明确的报销和惩罚激励[10,13]。在启动这项法案时,联邦政府承诺提供前所未有的资源,以支持采用电子健康档案b[10]。HITECH法案可以被认为是在2019冠状病毒病大流行之前鼓励美国采用电子病历的“最重要的推动力”。值得注意的是,并非所有电子病历都有资格报销。HITECH法案规定,医疗保健提供者和组织必须实施《电子病历》的所有核心目标,然后在头两年完成的十个额外目标中选出五个才有资格获得报销。支持更好的医疗保健的基本任务被包括在HITECH法案定义的关键目标中,包括数据输入和许多基于软件的临床决策支持系统(DSS)[10]。可选目标使提供者有机会根据自己的情况做出选择。尽管技术和标准在不断变化,并且仍然存在接受障碍,但美国的许多医疗保健公司在10多年后实施了电子健康档案。[15]。2001年,只有18%的医生使用电子病历,而2016年这一比例超过80%。此外,根据医疗保健信息和管理系统协会(HIMSS) 2015年分析报告,1313家美国医院已经全面实施了医生文档、强大的临床DSS和医疗成像电子访问(第6阶段)b[17](图1)。自2020年以来发生的2019冠状病毒病(COVID-19)大流行对美国采用EHR产生了前所未有的影响。 重要的概念应该包括在课程中,例如电子病历的发展,它对卫生保健系统的影响,在各种实践环境中有效和安全的技术和信息系统的例子,以及如何保护患者的信息。此外,研究人员还发现,模拟电子病历课程是一种有效且引人入胜的方法,可以教授学生电子病历技能和组织图表,从而实现安全、有效和高质量的患者护理bb0。在模拟的电子病历课程中,学生们使用电子病历培训平台起草医嘱和处方,制定循证护理计划,并在查看了患有慢性疾病和护理不良的复杂患者的虚拟病历后,对他们的工作进行小组审查。在其卫生保健机构严格选择适当的电子病历系统并提供相关支持后,护士应该有能力在工作场所使用电子病历。作为医疗保健的前沿,护士有很大的机会参与这场重大的革命。护士可以在安装前阶段帮助机构选择最合适的系统,利用其专业知识调整系统以适应其机构的需要,鼓励和培训其同事采用系统,并协助其机构评估系统的质量、采用情况和影响。最终,在每个人的努力下,该系统将为包括护士在内的所有医疗保健专业人员提供更好的工作流程和护理结果,如果与该机构整合良好的话。宋歌:概念化(平等);调查(平等);方法(平等)。宋玉婷:概念化(平等);资源(平等)。胡家乐:资源(相等);软件(平等);监督(平等)。汤咸平:调查(同等);软件(平等);监督(平等)。李俊欣:概念化(平等);数据管理(相等);形式分析(相等);写作-原稿(同等);写作-回顾&;编辑(平等)。Linda Dune:形式分析(相等);资金获取(相等)。作者声明无利益冲突。不适用。不适用。
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Study protocol: A national cross-sectional study on psychology and behavior investigation of Chinese residents in 2023. Caregiving in Asia: Priority areas for research, policy, and practice to support family caregivers. Innovative public strategies in response to COVID-19: A review of practices from China. Sixty years of ethical evolution: The 2024 revision of the Declaration of Helsinki (DoH). A novel ensemble ARIMA-LSTM approach for evaluating COVID-19 cases and future outbreak preparedness.
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