Pathways to care for Long COVID and for long-term conditions from patients' and clinicians' perspective

IF 3.5 2区 医学 Q1 MEDICINE, GENERAL & INTERNAL Journal of Evidence‐Based Medicine Pub Date : 2023-11-30 DOI:10.1111/jebm.12563
Fidan Turk, Jennifer Sweetman, Gail Allsopp, Michael Crooks, Dan J Cuthbertson, Mark Gabbay, Lyth Hishmeh, Gregory Y. H. Lip, W. David Strain, Nefyn Williams, Dan Wootton, Amitava Banerjee, Christina van der Feltz-Cornelis, STIMULATE-ICP Consortium
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We compared this to other long-term conditions (LTCs), concerning four filters for accessing care as defined in the Pathways-to-Care model,<span><sup>4</sup></span> to inform policy and service planning across diseases and specialities. Those filters include the person's decision to seek care (filter 1), the decision of the General Practitioner (GP) to provide diagnosis and treatment in primary care (filter 2), the GP's decision to refer the patient to specialist care (filter 3), and the arrival of the patient in outpatient specialist care (filter 4). The second filter concerns a complex process combining the patient's perspective of their health problems being recognized by the GP and diagnostic, treatment, or referral actions taken by GPs that indicate that the GP recognized the patient's problem. We expanded this recognition concept to include other healthcare professionals (HCPs) in primary care.</p><p>We conducted an online survey from April to June 2022 as part of the STIMULATE-ICP-Delphi study. Using snowball sampling, we recruited 283 participants, including patients and HCPs, with experience in LC and LTCs. We incorporated patient and public involvement and used descriptive statistics. The protocol for this Delphi study was approved by the University of York Department of Health Sciences Research Governance Committee in 2021 (HSRGC/2021/ 478/A: STIMULATE-ICP) and has been published.<span><sup>5</sup></span></p><p>The process of seeking treatment, treatment(s) offered, and referring for specialist support was explored among patients, GPs, and other HCPs. Respondents' age, sex, relationship and employment status, ethnicity, and locations were collected. The survey included questions about the relevant disease experience as a patient or HCP. For filters 2, 3, and 4, patients were asked to indicate if they received any care and to specify the care offered (e.g., tests) using drop-down and free-response formats. Regarding filter 2—recognition by the HCP—this was operationalized as whether patients were offered diagnostic tests or treatment in primary care or referred by the GP to specialist care. Patients were also asked to provide their perspectives on their health problems being recognized by their HCP. Similar questions were asked of HCPs for filters 2, 3, and 4.</p><p>Table S1 provides demographic information for 283 participants. Figure S1 outlines participant screening, and Figure S2 displays responses and missing data. Ninety-six percent of patients with LC and 98% with LTCs sought health care (filter 1). The most common symptom leading to care-seeking for both groups was tiredness (for the full list, Table S2). LC patients had varying symptom durations, while most LTCs patients had symptoms lasting over 18 months (Table S2).</p><p>All patients with LC and with LTCs visiting their GP were provided access to care: diagnostic tests or treatment in primary care or referral to specialist services (filter 2). The proportion of LC and LTC patients who received diagnostic tests (mostly blood tests) and treatments was similar. For LC, 71% of HCPs indicated they provided diagnostic tests and 57% treatment in their practice. For LTCs, this was reported as 80% and 90%, respectively. Although all patients received access to primary care, only 51% of LC patients and 62% with LTCs reported that their HCPs recognized their problem when explicitly asked.</p><p>GPs referred 71% (LC patients) and 76% (LTC patients) to specialists. Of those with LC, 65 (35%) received referrals to post-COVID clinics, while others were referred to clinics relevant to their dominant symptoms, such as cardiology, neurology, or respiratory clinics. More than one referral was made for 46% of LC patients and 28% of LTC patients. All GPs reported referring patients with LC to a specialist, and all reported that they referred patients with LTCs for specialist care (filter 3).</p><p>Two-thirds of referred patients attended specialist appointments, while around one-third in each group were on a waiting list (filter 4). Figure 1 presents a revised model, reflecting the proportion of participants who progressed from seeking health care to accessing specialist care.</p><p>The original pathway-to-care model for mental health care described by Goldberg and Huxley has a pyramidal shape. However, the model emanating from our study, as reported by patients and HCPs, looks more block-shaped. Patients with LC and LTCs share similar experiences navigating the four filters to access care. Almost all patients with symptoms seek care, and all of those are provided access to primary care by the GP through diagnosis and treatment. This access level is 100%, whereas, in Goldberg and Huxley's findings, only 61% of patients passed filter 2 for mental health care. This might be explained by a difference in access to mental health services versus access to somatic health services. Another factor could be improved access to primary care since the 1980s. Primary care, led by GPs, has evolved to manage complex and multimorbid patients, with expanded support from practice nurses and allied health professionals. A Kings Fund report showed that the productivity of the NHS in terms of service provision has increased massively, and the majority of NHS activity is in primary care.<span><sup>6</sup></span> Also, LC clinics have been set up to address the new demands during the pandemic.</p><p>Referral rates to specialists were also high; however, in both groups, access to specialists for those referred needed to be completed. This might be caused by delays due to waiting lists, as the number of people deciding not to access specialist care was low. The percentage of people on a waiting list was alarming and this was a problem that had been highlighted by the King's Fund for elective hospital treatments. This study showed it also applied to outpatient specialist access to care and might need a similar, concerted, vigorous approach as suggested by the King's Fund.<span><sup>7</sup></span> Most patients referred to specialists would be seen, assessed, and treatment recommendations made before being discharged to primary care. Specialists would only hold onto patients if further investigations were planned or if treatment required ongoing secondary care input. The study highlighted the need for enhanced data exchange between primary and secondary care via a shared electronic health record. Such improvements support ongoing monitoring, case identification, and resource allocation decisions. The concept of the “learning health system,” with data flowing between routine care, science, and evidence, was crucial<span><sup>8</sup></span> to avoid difficulties moving forward and to prevent worsening inequalities.</p><p>Alternative care models, such as the Nuka model in Alaska, could be explored to improve access to specialist knowledge in primary care. The Nuka System of Care uses secondary care expertise to inform primary care practice, with multidisciplinary teams providing integrated health and care services in primary care centers and the community, coordinating with other services.<span><sup>9</sup></span> Other alternative models relevant to integrating primary and secondary care, especially for comorbid somatic and psychiatric LTCs, could be psychiatric consultation models in primary care. These were effective in comorbid depression and long-term somatic conditions, especially if embedded in collaborative care<span><sup>10</sup></span> and if after the consultation, a consultation letter was provided by the psychiatry consultant to the primary care team, to facilitate discussion with the patient about their future treatment.</p><p>The discrepancy between patients' perceived recognition of the problem and the high level of actions taken by HCPs was striking. In both patient' groups, having access did not necessarily mean that the HCP recognized their problem. For LC, this discrepancy might be explained by the fact that it was a new condition for which much was still unknown, or by the limited time for engagement between patients and their GPs. In other LTCs, this might be due to the delegation of treatment to practice nurses, resulting in less contact with GPs, as was typical for diabetes, or cardiovascular conditions.</p><p>This study was the first to explore barriers and facilitators to care access for people with LC and with other LTCs using the pathway-to-care filter model. The large and diverse sample provided the perspectives of patients and clinicians for all relevant filters. The finding that patient responses were similar to those of HCPs suggested that this survey gave a balanced perspective on pathways to care for LC and LTCs.</p><p>Self-reporting in this context could be considered as equivalent to a confirmed medical diagnosis, and the classification of LC or a LTC was probably correct in this sample.<span><sup>11</sup></span> Nevertheless, there might be bias in the classification of the main symptom. For example, breathlessness could be classified as cardiological but also as respiratory.</p><p>Future research could examine the factors that impede or promote access to care for patients with LC and other LTCs such as health inequalities and demographic characteristics. The extent to which primary care provided a holding relationship<span><sup>12</sup></span> for patients with LC and LTCs still needs to be explored, especially the interaction between primary care, specialist care, and A&amp;E services. 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Abstract

Long COVID (LC) affects approximately 45% of COVID-19 survivors,1 featuring persistent symptoms lasting over 4 weeks without an alternative explanation.2 The recent development of LC services aims to provide structured or integrated care.3 Given the current challenges in the UK healthcare system, we explored access to care for people with LC. We compared this to other long-term conditions (LTCs), concerning four filters for accessing care as defined in the Pathways-to-Care model,4 to inform policy and service planning across diseases and specialities. Those filters include the person's decision to seek care (filter 1), the decision of the General Practitioner (GP) to provide diagnosis and treatment in primary care (filter 2), the GP's decision to refer the patient to specialist care (filter 3), and the arrival of the patient in outpatient specialist care (filter 4). The second filter concerns a complex process combining the patient's perspective of their health problems being recognized by the GP and diagnostic, treatment, or referral actions taken by GPs that indicate that the GP recognized the patient's problem. We expanded this recognition concept to include other healthcare professionals (HCPs) in primary care.

We conducted an online survey from April to June 2022 as part of the STIMULATE-ICP-Delphi study. Using snowball sampling, we recruited 283 participants, including patients and HCPs, with experience in LC and LTCs. We incorporated patient and public involvement and used descriptive statistics. The protocol for this Delphi study was approved by the University of York Department of Health Sciences Research Governance Committee in 2021 (HSRGC/2021/ 478/A: STIMULATE-ICP) and has been published.5

The process of seeking treatment, treatment(s) offered, and referring for specialist support was explored among patients, GPs, and other HCPs. Respondents' age, sex, relationship and employment status, ethnicity, and locations were collected. The survey included questions about the relevant disease experience as a patient or HCP. For filters 2, 3, and 4, patients were asked to indicate if they received any care and to specify the care offered (e.g., tests) using drop-down and free-response formats. Regarding filter 2—recognition by the HCP—this was operationalized as whether patients were offered diagnostic tests or treatment in primary care or referred by the GP to specialist care. Patients were also asked to provide their perspectives on their health problems being recognized by their HCP. Similar questions were asked of HCPs for filters 2, 3, and 4.

Table S1 provides demographic information for 283 participants. Figure S1 outlines participant screening, and Figure S2 displays responses and missing data. Ninety-six percent of patients with LC and 98% with LTCs sought health care (filter 1). The most common symptom leading to care-seeking for both groups was tiredness (for the full list, Table S2). LC patients had varying symptom durations, while most LTCs patients had symptoms lasting over 18 months (Table S2).

All patients with LC and with LTCs visiting their GP were provided access to care: diagnostic tests or treatment in primary care or referral to specialist services (filter 2). The proportion of LC and LTC patients who received diagnostic tests (mostly blood tests) and treatments was similar. For LC, 71% of HCPs indicated they provided diagnostic tests and 57% treatment in their practice. For LTCs, this was reported as 80% and 90%, respectively. Although all patients received access to primary care, only 51% of LC patients and 62% with LTCs reported that their HCPs recognized their problem when explicitly asked.

GPs referred 71% (LC patients) and 76% (LTC patients) to specialists. Of those with LC, 65 (35%) received referrals to post-COVID clinics, while others were referred to clinics relevant to their dominant symptoms, such as cardiology, neurology, or respiratory clinics. More than one referral was made for 46% of LC patients and 28% of LTC patients. All GPs reported referring patients with LC to a specialist, and all reported that they referred patients with LTCs for specialist care (filter 3).

Two-thirds of referred patients attended specialist appointments, while around one-third in each group were on a waiting list (filter 4). Figure 1 presents a revised model, reflecting the proportion of participants who progressed from seeking health care to accessing specialist care.

The original pathway-to-care model for mental health care described by Goldberg and Huxley has a pyramidal shape. However, the model emanating from our study, as reported by patients and HCPs, looks more block-shaped. Patients with LC and LTCs share similar experiences navigating the four filters to access care. Almost all patients with symptoms seek care, and all of those are provided access to primary care by the GP through diagnosis and treatment. This access level is 100%, whereas, in Goldberg and Huxley's findings, only 61% of patients passed filter 2 for mental health care. This might be explained by a difference in access to mental health services versus access to somatic health services. Another factor could be improved access to primary care since the 1980s. Primary care, led by GPs, has evolved to manage complex and multimorbid patients, with expanded support from practice nurses and allied health professionals. A Kings Fund report showed that the productivity of the NHS in terms of service provision has increased massively, and the majority of NHS activity is in primary care.6 Also, LC clinics have been set up to address the new demands during the pandemic.

Referral rates to specialists were also high; however, in both groups, access to specialists for those referred needed to be completed. This might be caused by delays due to waiting lists, as the number of people deciding not to access specialist care was low. The percentage of people on a waiting list was alarming and this was a problem that had been highlighted by the King's Fund for elective hospital treatments. This study showed it also applied to outpatient specialist access to care and might need a similar, concerted, vigorous approach as suggested by the King's Fund.7 Most patients referred to specialists would be seen, assessed, and treatment recommendations made before being discharged to primary care. Specialists would only hold onto patients if further investigations were planned or if treatment required ongoing secondary care input. The study highlighted the need for enhanced data exchange between primary and secondary care via a shared electronic health record. Such improvements support ongoing monitoring, case identification, and resource allocation decisions. The concept of the “learning health system,” with data flowing between routine care, science, and evidence, was crucial8 to avoid difficulties moving forward and to prevent worsening inequalities.

Alternative care models, such as the Nuka model in Alaska, could be explored to improve access to specialist knowledge in primary care. The Nuka System of Care uses secondary care expertise to inform primary care practice, with multidisciplinary teams providing integrated health and care services in primary care centers and the community, coordinating with other services.9 Other alternative models relevant to integrating primary and secondary care, especially for comorbid somatic and psychiatric LTCs, could be psychiatric consultation models in primary care. These were effective in comorbid depression and long-term somatic conditions, especially if embedded in collaborative care10 and if after the consultation, a consultation letter was provided by the psychiatry consultant to the primary care team, to facilitate discussion with the patient about their future treatment.

The discrepancy between patients' perceived recognition of the problem and the high level of actions taken by HCPs was striking. In both patient' groups, having access did not necessarily mean that the HCP recognized their problem. For LC, this discrepancy might be explained by the fact that it was a new condition for which much was still unknown, or by the limited time for engagement between patients and their GPs. In other LTCs, this might be due to the delegation of treatment to practice nurses, resulting in less contact with GPs, as was typical for diabetes, or cardiovascular conditions.

This study was the first to explore barriers and facilitators to care access for people with LC and with other LTCs using the pathway-to-care filter model. The large and diverse sample provided the perspectives of patients and clinicians for all relevant filters. The finding that patient responses were similar to those of HCPs suggested that this survey gave a balanced perspective on pathways to care for LC and LTCs.

Self-reporting in this context could be considered as equivalent to a confirmed medical diagnosis, and the classification of LC or a LTC was probably correct in this sample.11 Nevertheless, there might be bias in the classification of the main symptom. For example, breathlessness could be classified as cardiological but also as respiratory.

Future research could examine the factors that impede or promote access to care for patients with LC and other LTCs such as health inequalities and demographic characteristics. The extent to which primary care provided a holding relationship12 for patients with LC and LTCs still needs to be explored, especially the interaction between primary care, specialist care, and A&E services. Research could help shape the reorganization of primary care services integrated with secondary care.

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从患者和临床医生的角度来看,长期COVID和长期疾病的护理途径。
长冠状病毒(LC)影响了大约45%的COVID-19幸存者,1表现为持续4周以上的持续症状,没有其他解释LC服务的最新发展旨在提供结构化或综合护理鉴于英国医疗保健系统目前面临的挑战,我们探索了LC患者获得护理的途径。我们将其与其他长期条件(ltc)进行了比较,这些条件涉及在“护理路径模型”中定义的获取护理的四个过滤器,4为跨疾病和专业的政策和服务规划提供信息。这些过滤器包括个人寻求护理的决定(过滤器1),全科医生(GP)在初级保健中提供诊断和治疗的决定(过滤器2),全科医生决定将患者转介给专科护理(过滤器3),以及患者到达门诊专科护理(过滤器4)。第二个过滤器涉及一个复杂的过程,将患者对其健康问题的看法与全科医生认识到的诊断,治疗,或全科医生采取的转诊行动,表明全科医生认识到病人的问题。我们将这一认可概念扩展到初级保健中的其他医疗保健专业人员(HCPs)。作为刺激- icp -德尔福研究的一部分,我们于2022年4月至6月进行了一项在线调查。采用滚雪球抽样方法,我们招募了283名参与者,包括具有LC和LTCs经验的患者和HCPs。我们结合了患者和公众的参与,并使用了描述性统计。该德尔福研究的方案于2021年由约克大学卫生科学研究治理委员会批准(HSRGC/2021/ 478/A: stimulus - icp),并已发表。5在患者、全科医生和其他HCPs中探讨了寻求治疗、提供治疗和转介专家支持的过程。收集了受访者的年龄、性别、关系和就业状况、种族和地点。调查的问题包括作为患者或HCP的相关疾病经历。对于过滤器2、3和4,患者被要求使用下拉式和自由回复格式说明他们是否接受了任何护理并指定提供的护理(例如,测试)。关于hcp的过滤器2识别,这是根据患者是否在初级保健中提供诊断测试或治疗或由全科医生转介到专科护理来操作的。患者还被要求提供他们的健康问题的观点,他们的HCP认识到。对过滤器2、3和4的hcp也提出了类似的问题。表S1提供了283名参与者的人口统计信息。图S1概述了参与者筛选,图S2显示了响应和缺失数据。96%的LC患者和98%的LTCs患者寻求医疗保健(过滤器1)。导致两组患者寻求医疗保健的最常见症状是疲劳(完整列表,表S2)。LC患者的症状持续时间各不相同,而大多数LTCs患者的症状持续时间超过18个月(表S2)。所有访问全科医生的LC和LTC患者都获得了护理:在初级保健中进行诊断测试或治疗,或转介到专科服务(过滤器2)。LC和LTC患者接受诊断测试(主要是血液测试)和治疗的比例相似。对于LC, 71%的HCPs表示他们在实践中提供诊断测试,57%提供治疗。据报道,ltc的这一比例分别为80%和90%。尽管所有患者都获得了初级保健,但只有51%的LC患者和62%的LTCs患者报告说,他们的hcp在明确询问时认识到了他们的问题。全科医生将71% (LC患者)和76% (LTC患者)推荐给专科医生。在LC患者中,65人(35%)被转介到covid后诊所,而其他人则被转介到与其主要症状相关的诊所,如心脏病科、神经病学或呼吸科诊所。46%的LC患者和28%的LTC患者进行了一次以上的转诊。所有全科医生都报告将LC患者转介给专科医生,所有全科医生都报告将LTCs患者转介给专科医生(过滤器3)。三分之二的转介患者参加了专科医生的预约,而每组中约有三分之一的患者在等候名单上(过滤器4)。图1给出了一个修订后的模型,反映了从寻求医疗保健到获得专科医生护理的参与者比例。戈德堡和赫胥黎描述的精神卫生保健的原始护理途径模型具有金字塔形状。然而,从我们的研究中得出的模型,正如患者和HCPs报告的那样,看起来更像是块状的。患有LC和LTCs的患者在导航四种过滤器以获得护理方面有着相似的经历。几乎所有有症状的患者都寻求治疗,所有这些患者都可以通过全科医生的诊断和治疗获得初级保健。 这一准入水平是100%,而在戈德堡和赫胥黎的研究结果中,只有61%的患者通过了心理健康护理的筛选。这可能是由于在获得心理健康服务与获得躯体健康服务方面存在差异。另一个因素可能是1980年代以来获得初级保健的机会有所改善。由全科医生领导的初级保健已经发展到管理复杂和多种疾病的患者,并得到执业护士和专职卫生专业人员的更多支持。国王基金的一份报告显示,就服务提供而言,国民保健服务的生产力大幅提高,国民保健服务的大部分活动都在初级保健方面此外,还设立了LC诊所,以应对大流行期间的新需求。专家转诊率也很高;然而,在这两组中,需要完成转诊者与专家的接触。这可能是由于等待名单造成的延误,因为决定不接受专科护理的人数很低。等候名单上的人数比例令人震惊,这是国王的选择性医院治疗基金所强调的一个问题。这项研究表明,它也适用于门诊专科医生的护理,可能需要一个类似的、协调一致的、有力的方法,正如国王基金会所建议的那样。7大多数转到专科医生那里的病人在出院去初级保健之前都会被看到、评估和提出治疗建议。只有在计划进一步调查或治疗需要持续的二级护理投入时,专家才会保留患者。该研究强调需要通过共享电子健康记录加强初级和二级保健之间的数据交换。这些改进支持持续监测、病例识别和资源分配决策。“学习型卫生系统”的概念,即数据在常规护理、科学和证据之间流动,对于避免前进中的困难和防止不平等加剧至关重要。可以探索替代护理模式,如阿拉斯加的努卡模式,以改善初级保健专业知识的获取。努卡保健系统利用二级保健专业知识为初级保健实践提供信息,由多学科团队在初级保健中心和社区提供综合保健服务,并与其他服务进行协调其他与整合初级和二级护理相关的替代模式,特别是对于共病的躯体和精神LTCs,可以是初级保健中的精神咨询模式。这对共病性抑郁症和长期躯体疾病是有效的,特别是如果融入了合作护理,并且在咨询之后,精神病学顾问向初级护理团队提供了咨询信,以促进与患者讨论他们未来的治疗。患者对问题的认知与HCPs采取的高水平行动之间的差异是惊人的。在这两组患者中,获得治疗并不一定意味着HCP认识到了他们的问题。对于LC来说,这种差异可能是由于这是一种新的疾病,很多情况仍然未知,或者是由于患者和他们的全科医生之间的接触时间有限。在其他LTCs中,这可能是由于将治疗委托给执业护士,导致与全科医生的接触减少,这是糖尿病或心血管疾病的典型情况。本研究首次使用路径-护理过滤模型探索LC患者和其他LTCs患者获得护理的障碍和促进因素。大而多样的样本提供了所有相关过滤器的患者和临床医生的观点。患者的反应与HCPs相似,这一发现表明,该调查对LC和LTCs的护理途径提供了一个平衡的视角。在这种情况下,自我报告可以被认为等同于确诊的医学诊断,并且LC或LTC的分类在本样本中可能是正确的然而,在主要症状的分类上可能存在偏差。例如,呼吸困难可以归类为心脏病,也可以归类为呼吸。未来的研究可以检查阻碍或促进LC和其他LTCs患者获得护理的因素,如健康不平等和人口特征。初级保健在多大程度上为LC和LTCs患者提供了一种维系关系仍需探索,特别是初级保健、专科护理和急诊服务之间的相互作用。研究可以帮助形成初级保健服务与二级保健相结合的重组。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Evidence‐Based Medicine
Journal of Evidence‐Based Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
11.20
自引率
1.40%
发文量
42
期刊介绍: The Journal of Evidence-Based Medicine (EMB) is an esteemed international healthcare and medical decision-making journal, dedicated to publishing groundbreaking research outcomes in evidence-based decision-making, research, practice, and education. Serving as the official English-language journal of the Cochrane China Centre and West China Hospital of Sichuan University, we eagerly welcome editorials, commentaries, and systematic reviews encompassing various topics such as clinical trials, policy, drug and patient safety, education, and knowledge translation.
期刊最新文献
Toward Complex-Systems Evidence for Chinese Medicine: A Four-Phase Evidence Framework. Sustainable Strategies in Tuberculosis Management: Bridging Ethnobotanical Pharmacology, Advanced Drug Delivery, and AI-Driven Innovation. Early Use of Fentanyl Increases Risk of Delirium in Patients Transfer to the intensive Care Unit After Cardiac Surgery Immediately: A Target Trial Emulation. Analysis of the Conceptualization, Frameworks, and Operationalization of Health System Resilience in Empirical Research. Six Entrenched Misconceptions About Meta-Analysis Models.
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