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Diagnostic Discrepancies in the Emergency Department: A Retrospective Study. 急诊科诊断差异:一项回顾性研究。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-09-01 Epub Date: 2024-07-17 DOI: 10.1097/PTS.0000000000001252
Laurens A Schols, Myrthe E Maranus, Pleunie P M Rood, Laura Zwaan

Objectives: Diagnostic errors contribute substantially to preventable medical errors. Especially, the emergency department (ED) is a high-risk environment. Previous research showed that in 15%-30% of the ED patients, there is a difference between the primary diagnosis assigned by the emergency physician and the discharge diagnosis. This study aimed to determine the number and types of diagnostic discrepancies and to explore factors predicting discrepancies.

Methods: A retrospective record review was conducted in an academic medical center. The primary diagnosis assigned in the ED was compared with the discharge diagnosis after hospital admission. For each patient, we gathered additional information about the diagnostic process to identify possible predictors of diagnostic discrepancies.

Results: The electronic health records of 200 patients were reviewed. The primary diagnosis assigned in the ED was substantially different from the discharge diagnosis in 16.0%. These diagnostic discrepancies were associated with a higher number of additional diagnostics applied for (2.4 versus 2.0 diagnostics; P = 0.002) and longer stay in the ED (5.9 versus 4.7 hours; P = 0.008).

Conclusions: A difference between the diagnosis assigned by the emergency physician and the discharge diagnosis was found in almost 1 in 6 patients. The increased number of additional diagnostics and the longer stay at the ED in the group of patients with a diagnostic discrepancy suggests that these cases reflect the more difficult cases. More research should be done on predictive factors of diagnostic discrepancies.

目的:诊断错误是造成可预防医疗事故的主要原因。尤其是急诊科(ED)是一个高风险环境。之前的研究表明,在 15%-30%的急诊科患者中,急诊医生指定的主要诊断与出院诊断存在差异。本研究旨在确定诊断差异的数量和类型,并探讨预测差异的因素:方法:在一家学术医疗中心进行了一项回顾性记录审查。方法:我们在一家学术医疗中心进行了一项回顾性记录审查,将急诊室的主要诊断与入院后的出院诊断进行了比较。我们还收集了每位患者诊断过程的其他信息,以确定诊断差异的可能预测因素:我们查阅了 200 名患者的电子病历。16.0%的患者在急诊室的主要诊断与出院诊断有很大差异。这些诊断差异与更多的额外诊断申请(2.4 对 2.0 个诊断;P = 0.002)和更长的急诊室停留时间(5.9 对 4.7 小时;P = 0.008)有关:结论:几乎每 6 名患者中就有 1 人的急诊医生诊断与出院诊断存在差异。在诊断不一致的患者组中,额外诊断的次数增加,在急诊室停留的时间延长,这表明这些病例反映的是更棘手的病例。应就诊断不一致的预测因素开展更多研究。
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引用次数: 0
Antithrombotic Questionnaire Tool for Evaluation of Combined Antithrombotic Therapy in Community Pharmacies. 用于评估社区药房联合抗血栓疗法的抗血栓问卷工具。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-09-01 Epub Date: 2024-06-26 DOI: 10.1097/PTS.0000000000001246
Renate C A E van Uden, Barzo Sulaiman, Patricia A M Pols, Karina Meijer, Patricia M L A van den Bemt, Matthijs L Becker

Objective: The objective of this paper is to assess the diagnostic value of an antithrombotic questionnaire tool compared with the hospital's medical record information tool. The hypothesis of this study was that the antithrombotic questionnaire tool could identify patients with potentially incorrect antithrombotic therapy.

Methods: This cross-sectional study was conducted in eight community pharmacies in the Netherlands. A standardized questionnaire was developed as antithrombotic questionnaire tool. The pharmacist assessed whether the antithrombotic therapy was correct or potentially incorrect based on answers given by patients and based on the medical record. The primary outcome of the study was the sensitivity and specificity of the antithrombotic questionnaire tool to identify patients with potentially incorrect antithrombotic therapy.

Results: For 95 patients, the pharmacist assessed that in 81 (85%) the antithrombotic therapy was correct and in 14 (15%) potentially incorrect. Based on the medical record, 86 patients (91%) were assessed as correct and 9 (9%) as potentially incorrect. The sensitivity of the tool was 100% and the specificity 94%.

Conclusions: This study demonstrated that the antithrombotic questionnaire tool is a suitable tool to assess whether the patient's antithrombotic therapy is potentially incorrect. It can be applied to identify patients with potentially incorrect antithrombotic therapy.

目的:本文旨在评估抗血栓问卷工具与医院病历信息工具的诊断价值。本研究的假设是,抗血栓问卷工具可以识别出可能接受了错误抗血栓治疗的患者:这项横断面研究在荷兰的 8 家社区药房进行。方法:这项横断面研究在荷兰的 8 家社区药房进行,采用标准化问卷作为抗血栓问卷工具。药剂师根据患者的回答和医疗记录评估抗血栓治疗是否正确或可能不正确。研究的主要结果是抗血栓问卷工具在识别抗血栓治疗可能不正确的患者方面的敏感性和特异性:药剂师对 95 名患者进行了评估,其中 81 人(85%)的抗血栓治疗是正确的,14 人(15%)的抗血栓治疗可能是错误的。根据医疗记录,86 名患者(91%)被评估为正确,9 名患者(9%)可能不正确。该工具的灵敏度为 100%,特异性为 94%:本研究表明,抗血栓问卷工具是评估患者抗血栓治疗是否可能不正确的合适工具。该工具可用于识别抗血栓治疗可能不正确的患者。
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引用次数: 0
Influences of Leadership, Organizational Culture, and Hierarchy on Raising Concerns About Patient Deterioration: A Qualitative Study. 领导力、组织文化和等级制度对关注病人病情恶化的影响:定性研究。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-05-16 DOI: 10.1097/PTS.0000000000001234
Essi Vehvilainen, Ashleigh Charles, Jessica Sainsbury, Gemma Stacey, Sarah Elizabeth Field-Richards, Greta Westwood

Background: Raising concerns is essential for the early detection and appropriate response to patient deterioration. However, factors such as hierarchy, leadership, and organizational culture can impact negatively on the willingness to raise concerns.

Objectives: This study aims to delve into how leadership, organizational cultures, and professional hierarchies in healthcare settings influence healthcare workers, patients, and caregivers in raising concerns about patient deterioration and their willingness to do so.

Methods: The study used a qualitative approach, conducting focus group discussions (N = 27), utilizing authentic audio-visual vignettes to prompt discussions about raising concerns. Deductive thematic analysis was employed to explore themes related to hierarchy, leadership, and organizational culture.

Results: Positive leadership that challenged traditional professional hierarchies by embracing multidisciplinary teamwork, valuing the input of all stakeholders, and championing person-centered practice fostered a positive working culture. This culture has the potential to empower clinical staff, patients, caregivers, and family members to confidently raise concerns. Staff development, clinical supervision, and access to feedback, all underpinned by psychological safety, were viewed as facilitating the escalation of concerns and, subsequently, have the potential to improve patient safety.

Conclusions: This study offers crucial insights into the intricate dynamics of leadership, hierarchy, and organizational culture, and their profound impact on the willingness of staff and patients to voice concerns in healthcare settings. Prioritizing the recommendations of this study can contribute to reducing avoidable deaths and elevating the quality of care in healthcare settings.

背景:提出疑虑对于及早发现和适当应对患者病情恶化至关重要。然而,等级制度、领导力和组织文化等因素会对提出关切的意愿产生负面影响:本研究旨在深入探讨医疗机构中的领导力、组织文化和专业等级如何影响医护人员、患者和护理人员对患者病情恶化提出担忧以及他们提出担忧的意愿:本研究采用定性方法,进行焦点小组讨论(N = 27),利用真实的视听片段来激发关于提出担忧的讨论。研究采用演绎主题分析法,探讨与等级制度、领导力和组织文化相关的主题:积极的领导层挑战了传统的专业等级制度,他们支持多学科团队合作,重视所有利益相关者的意见,倡导以人为本的实践,从而促进了积极的工作文化。这种文化有可能增强临床工作人员、患者、护理人员和家属的能力,使他们能够自信地提出问题。员工发展、临床督导和获得反馈都以心理安全为基础,这些都被视为有利于将问题升级,从而有可能改善患者安全:本研究提供了关于领导力、等级制度和组织文化的复杂动态及其对医疗机构员工和患者表达关切意愿的深刻影响的重要见解。优先考虑本研究的建议有助于减少可避免的死亡,提高医疗机构的护理质量。
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引用次数: 0
Fatal Adverse Events in Femoral Neck Fracture Patients Undergoing Hemiarthroplasty or Total Hip Arthroplasty-A Retrospective Record Review Study in a Nationwide Sample of Deceased Patients. 接受半关节置换术或全髋关节置换术的股骨颈骨折患者的致命不良事件--全国死亡患者样本的回顾性记录研究。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-03-07 DOI: 10.1097/PTS.0000000000001226
Bo Schouten, Mees Baartmans, Linda van Eikenhorst, Gooitzen P Gerritsen, Hanneke Merten, Steffie van Schoten, Prabath W B Nanayakkara, Cordula Wagner

Objectives: Patient safety is a core component of quality of hospital care and measurable through adverse event (AE) rates. A high-risk group are femoral neck fracture patients. The Dutch clinical guideline states that the treatment of choice is cemented total hip arthroplasty (THA) or hemiarthroplasty (HA). We aimed to identify the prevalence of AEs related to THA/HA in a sample of patients who died in the hospital.

Methods: We used data of a nationwide retrospective record review study. Records were systematically reviewed for AEs, preventability and contribution to the patient's death. We drew a subsample of THA/HA AEs and analyzed these cases.

Results: Of the 2998 reviewed records, 38 patients underwent THA/HA, of whom 24 patients suffered 25 AEs (prevalence = 68.1%; 95% confidence interval, 51.4-81.2), and 24 contributed to death. Patients with a THA/HA AE were of high age (median = 82.5 y) and had severe comorbidity (Charlson score ≥5). The majority of THA/HA AEs had a patient-related cause and was considered partly preventable. Examples of suggested actions that might have prevented the AEs: refraining from surgery, adhering to medication guidelines, uncemented procedures, comprehensive presurgical geriatric assessment, and better postsurgical monitoring.

Discussion: Our study shows a high prevalence of (fatal) adverse events in patients undergoing THA/HA. This seems particularly valid for cemented implants in frail old patients, indicating room for improvement of patient safety in this group. Therefore, we recommend physicians to engage in comprehensive shared decision making with these patients and decide on a treatment fitting to a patient's preexisting health status, preferences, and values.

目的:患者安全是医院护理质量的核心组成部分,可通过不良事件(AE)发生率来衡量。股骨颈骨折患者是高危人群。荷兰临床指南规定,首选治疗方法是骨水泥全髋关节置换术(THA)或半髋关节置换术(HA)。我们的目的是在医院死亡的患者样本中确定与 THA/HA 相关的 AE 的发生率:我们使用了一项全国性回顾性记录研究的数据。方法:我们使用了全国性回顾性记录研究的数据,对记录中的AEs、可预防性和导致患者死亡的原因进行了系统性回顾。我们抽取了 THA/HA AEs 的子样本并对这些病例进行了分析:在审查的 2998 份记录中,38 名患者接受了 THA/HA,其中 24 名患者发生了 25 例 AE(发生率 = 68.1%;95% 置信区间,51.4-81.2),24 例导致死亡。发生 THA/HA AE 的患者年龄偏高(中位数 = 82.5 岁),合并症严重(Charlson 评分≥5)。大多数 THA/HA AE 都有与患者相关的原因,并被认为是部分可预防的。建议采取的可预防AEs的措施包括:避免手术、遵守用药指南、非骨水泥手术、全面的术前老年评估以及更好的术后监测:我们的研究表明,在接受 THA/HA 手术的患者中,(致命)不良事件的发生率很高。这似乎尤其适用于年老体弱患者的骨水泥植入物,表明该群体的患者安全还有待提高。因此,我们建议医生与这些患者进行全面的共同决策,并根据患者已有的健康状况、偏好和价值观决定适合的治疗方法。
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引用次数: 0
Consequences of Inpatient Falls in Acute Care: A Retrospective Register Study. 急症护理中住院病人跌倒的后果--回顾性登记研究。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-03-23 DOI: 10.1097/PTS.0000000000001230
Anniina Heikkilä, Lasse Lehtonen, Kristiina Junttila

Aims: The objectives of this study were (1) to explore the consequences of falls; (2) to find out time and place of the fall events; and (3) to explore the impact of falls on the length of hospital stays in adults' inpatient acute care.

Background: In hospitals, falls are the most common accidents that can occur to a patient during hospitalization. Injuries resulting from serious falls can cause lifelong harm to the patient due to loss of well-being and independence.

Design: A retrospective, cross-sectional, register study based on the data from electronic patient records was conducted.

Methods: The data included 114,951 inpatients, of which 743 had fallen. Data was collected between January 2014 and December 2016.

Results: One-third of falls caused injury. Most injuries were to the head area, and the most common injuries were pain or confusion. The falls usually occurred at the beginning of the treatment in the patient's room or on the way to the toilet. Falls in the hospital increased the length of stay.

Conclusions: A large proportion of falls occur at the beginning of treatment, so it is important to start fall prevention measures as soon as the patient arrives at the hospital.

目的:本研究的目的是:(1)探讨跌倒的后果;(2)找出跌倒事件发生的时间和地点;(3)探讨跌倒对成人急诊住院病人住院时间的影响:背景:在医院里,跌倒是病人住院期间最常见的意外事故。背景:在医院里,跌倒是病人住院期间最常见的意外事故,严重跌倒造成的伤害可能会使病人失去幸福感和独立性,从而对病人造成终生伤害:根据电子病历数据进行了一项回顾性、横断面、登记研究:数据包括 114951 名住院患者,其中 743 人曾跌倒。数据收集时间为 2014 年 1 月至 2016 年 12 月:三分之一的跌倒造成了伤害。大多数伤害发生在头部,最常见的伤害是疼痛或意识模糊。跌倒通常发生在治疗开始时的病房内或去厕所的路上。在医院摔倒会延长住院时间:很大一部分跌倒发生在治疗开始时,因此在患者到达医院后立即采取预防跌倒的措施非常重要。
{"title":"Consequences of Inpatient Falls in Acute Care: A Retrospective Register Study.","authors":"Anniina Heikkilä, Lasse Lehtonen, Kristiina Junttila","doi":"10.1097/PTS.0000000000001230","DOIUrl":"10.1097/PTS.0000000000001230","url":null,"abstract":"<p><strong>Aims: </strong>The objectives of this study were (1) to explore the consequences of falls; (2) to find out time and place of the fall events; and (3) to explore the impact of falls on the length of hospital stays in adults' inpatient acute care.</p><p><strong>Background: </strong>In hospitals, falls are the most common accidents that can occur to a patient during hospitalization. Injuries resulting from serious falls can cause lifelong harm to the patient due to loss of well-being and independence.</p><p><strong>Design: </strong>A retrospective, cross-sectional, register study based on the data from electronic patient records was conducted.</p><p><strong>Methods: </strong>The data included 114,951 inpatients, of which 743 had fallen. Data was collected between January 2014 and December 2016.</p><p><strong>Results: </strong>One-third of falls caused injury. Most injuries were to the head area, and the most common injuries were pain or confusion. The falls usually occurred at the beginning of the treatment in the patient's room or on the way to the toilet. Falls in the hospital increased the length of stay.</p><p><strong>Conclusions: </strong>A large proportion of falls occur at the beginning of treatment, so it is important to start fall prevention measures as soon as the patient arrives at the hospital.</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"340-344"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140862791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Communication of Incidental Imaging Findings on Inpatient Discharge Summaries After Implementation of Electronic Health Record Notification System. 实施电子病历通知系统后,住院病人出院摘要中意外成像结果的通报。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-03-15 DOI: 10.1097/PTS.0000000000001221
Govind Mattay, Kushanth Mallikarjun, Paula Grow, Aaron Mintz, Thomas Ciesielski, Anthony Dao, Shivani Mattay, Geoffrey Cislo, Raghav Mattay, Vamsi Narra, Andrew Bierhals

Objectives: Inadequate follow-up of incidental imaging findings (IIFs) can result in poor patient outcomes, patient dissatisfaction, and provider malpractice. At our institution, radiologists flag IIFs during report dictation to trigger electronic health record (EHR) notifications to providers and patients. Nurse coordinators directly contact patients or their primary care physicians (PCPs) regarding IIFs if follow-up is not completed within the recommended time frame. Despite these interventions, many patients and their PCPs remain unaware of IIFs. In an effort to improve awareness of IIFs, we aim to investigate communication of IIFs on inpatient discharge summaries after implementation of our EHR notification system.

Methods: Inpatient records with IIFs from 2018 to 2021 were retrospectively reviewed to determine type of IIFs, follow-up recommendations, and mention of IIFs on discharge summaries. Nurse coordinators spoke to patients and providers to determine their awareness of IIFs.

Results: Incidental imaging findings were reported in 51% of discharge summaries (711/1383). When nurse coordinators called patients and PCPs regarding IIFs at the time follow-up was due, the patients and PCPs were aware of 79% of IIFs (1096/1383).

Conclusions: With implementation of EHR notifications to providers regarding IIFs, IIFs were included in 51% of discharge summaries. Lack of inclusion of IIFs on discharge summaries could be related to transitions of care within hospitalization, provider alert fatigue, and many diagnostic testing results to distill. These findings demonstrate the need to improve communication of IIFs, possibly via automating mention of IIFs on discharge summaries, and the need for care coordinators to follow up on IIFs.

目的:对偶发成像结果(IIFs)的跟进不足会导致患者治疗效果不佳、患者不满意以及医疗服务提供者渎职。在本机构,放射科医生在报告口述过程中标记 IIF,以触发电子健康记录 (EHR) 通知医疗服务提供者和患者。如果未在建议的时间内完成随访,护士协调员会就 IIF 直接联系患者或其主治医师 (PCP)。尽管采取了这些干预措施,但许多患者及其初级保健医生仍不了解 IIF。为了提高对 IIFs 的认识,我们旨在调查在实施电子病历通知系统后,住院病人出院摘要中 IIFs 的传达情况:回顾性审查了 2018 年至 2021 年有 IIFs 的住院病历,以确定 IIFs 的类型、后续建议以及出院摘要中提及的 IIFs。护士协调员与患者和医疗服务提供者进行了交谈,以确定他们对 IIFs 的认识:51%的出院摘要(711/1383)报告了意外成像结果。当护士协调员在复诊到期时就 IIFs 致电患者和初级保健医生时,患者和初级保健医生知道 79% 的 IIFs(1096/1383):结论:随着电子病历向医疗服务提供者发出有关 IIFs 的通知,51% 的出院摘要中包含了 IIFs。出院摘要中未包含 IIFs 可能与住院期间的护理转换、医疗服务提供者的警报疲劳以及许多诊断测试结果需要提炼有关。这些研究结果表明,有必要改进 IIFs 的沟通,可以通过在出院摘要中自动提及 IIFs,护理协调员也有必要跟进 IIFs。
{"title":"Communication of Incidental Imaging Findings on Inpatient Discharge Summaries After Implementation of Electronic Health Record Notification System.","authors":"Govind Mattay, Kushanth Mallikarjun, Paula Grow, Aaron Mintz, Thomas Ciesielski, Anthony Dao, Shivani Mattay, Geoffrey Cislo, Raghav Mattay, Vamsi Narra, Andrew Bierhals","doi":"10.1097/PTS.0000000000001221","DOIUrl":"10.1097/PTS.0000000000001221","url":null,"abstract":"<p><strong>Objectives: </strong>Inadequate follow-up of incidental imaging findings (IIFs) can result in poor patient outcomes, patient dissatisfaction, and provider malpractice. At our institution, radiologists flag IIFs during report dictation to trigger electronic health record (EHR) notifications to providers and patients. Nurse coordinators directly contact patients or their primary care physicians (PCPs) regarding IIFs if follow-up is not completed within the recommended time frame. Despite these interventions, many patients and their PCPs remain unaware of IIFs. In an effort to improve awareness of IIFs, we aim to investigate communication of IIFs on inpatient discharge summaries after implementation of our EHR notification system.</p><p><strong>Methods: </strong>Inpatient records with IIFs from 2018 to 2021 were retrospectively reviewed to determine type of IIFs, follow-up recommendations, and mention of IIFs on discharge summaries. Nurse coordinators spoke to patients and providers to determine their awareness of IIFs.</p><p><strong>Results: </strong>Incidental imaging findings were reported in 51% of discharge summaries (711/1383). When nurse coordinators called patients and PCPs regarding IIFs at the time follow-up was due, the patients and PCPs were aware of 79% of IIFs (1096/1383).</p><p><strong>Conclusions: </strong>With implementation of EHR notifications to providers regarding IIFs, IIFs were included in 51% of discharge summaries. Lack of inclusion of IIFs on discharge summaries could be related to transitions of care within hospitalization, provider alert fatigue, and many diagnostic testing results to distill. These findings demonstrate the need to improve communication of IIFs, possibly via automating mention of IIFs on discharge summaries, and the need for care coordinators to follow up on IIFs.</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"370-374"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140177339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Medical Students' Speak-Up Barriers: A Randomized Controlled Trial With Written Vignettes. 医科学生的演讲障碍:采用书面小故事的随机对照试验。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-03-15 DOI: 10.1097/PTS.0000000000001227
Jesper Dybdal Kayser, Annette Kjær Ersbøll, Michaela Kolbe, Doris Østergaard, Peter Dieckmann

Objectives: Little is known about medical students' speak-up barriers upon recognizing or becoming aware of risky or deficient actions of others. Improving our knowledge on these helps in preparing student to function in actual health care organizations. The aim was to examine medical students' perceived reasons for silence in respect to different speak-up situations (i.e., vignette content) and to test if vignette difficulty had an effect on reasons indicated.

Methods: This study was a randomized, controlled, single-blind trial, with text-based vignettes to investigate speak-up barriers. Vignette contents described speak-up situations that varied systematically with respect to speak-up barrier (i.e., environmental norm, uncertainty, hierarchy) and difficulty (i.e., easy, difficult). For each vignette, participants indicated which speak-up barriers they regarded as important.Descriptive analysis was performed for the study population, the numbers of barriers perceived and rating of vignette difficulty. Logistic regression analysis was used to examine the association between barriers perceived and vignette contents, designed vignette difficulty and subjectively rated vignette difficulty.

Results: A total of 265 students were included. The response rate was 100%. Different barriers were relevant for the different vignettes and varied in a consistent way with the theme of the vignette. Significantly more speak-up barriers were indicated for participants with the difficult version for vignette 1 (not an environmental norm) and vignette 3 (hierarchy) with odds ratio (OR) = 1.52 and 95% confidence interval (95% CI: 1.33-1.73) and OR = 1.25 (95% CI: 1.09-1.44). For (OR) estimates, confidence intervals were rather large.

Conclusions: Perceived barriers for speak-up vary consistently with the characteristics of the situation and more barriers preventing speak-up were related to the difficult versions of the vignettes.

目的:我们对医科学生在认识到或意识到他人的风险或缺陷行为时的发言障碍知之甚少。增进对这些问题的了解有助于培养学生在实际医疗机构中的工作能力。本研究旨在考察医学生在不同的开口情况下(即小故事内容)所感知的沉默原因,并检验小故事的难度是否会对所指出的原因产生影响:本研究是一项随机、对照、单盲试验,使用基于文本的小插图来调查发言障碍。小故事的内容描述了说话情境,这些情境在说话障碍(即环境规范、不确定性、等级)和难度(即容易、困难)方面存在系统性差异。对研究对象、感知到的障碍数量和小故事难度评级进行了描述性分析。我们使用逻辑回归分析来研究感知到的障碍与小插图内容、设计的小插图难度和主观评定的小插图难度之间的关联:结果:共纳入了 265 名学生。答复率为 100%。不同的障碍与不同的小故事相关,并随小故事主题的变化而变化。在小插图 1(非环境规范)和小插图 3(等级制度)的困难版本中,参与者的发言障碍明显较多,几率比(OR)=1.52,95% 置信区间(95% CI:1.33-1.73)和几率比(OR)=1.25(95% CI:1.09-1.44)。对于(OR)估计值,置信区间相当大:结论:人们认为的畅所欲言障碍随情境特征的变化而变化,更多阻碍畅所欲言的障碍与小故事的困难版本有关。
{"title":"Medical Students' Speak-Up Barriers: A Randomized Controlled Trial With Written Vignettes.","authors":"Jesper Dybdal Kayser, Annette Kjær Ersbøll, Michaela Kolbe, Doris Østergaard, Peter Dieckmann","doi":"10.1097/PTS.0000000000001227","DOIUrl":"10.1097/PTS.0000000000001227","url":null,"abstract":"<p><strong>Objectives: </strong>Little is known about medical students' speak-up barriers upon recognizing or becoming aware of risky or deficient actions of others. Improving our knowledge on these helps in preparing student to function in actual health care organizations. The aim was to examine medical students' perceived reasons for silence in respect to different speak-up situations (i.e., vignette content) and to test if vignette difficulty had an effect on reasons indicated.</p><p><strong>Methods: </strong>This study was a randomized, controlled, single-blind trial, with text-based vignettes to investigate speak-up barriers. Vignette contents described speak-up situations that varied systematically with respect to speak-up barrier (i.e., environmental norm, uncertainty, hierarchy) and difficulty (i.e., easy, difficult). For each vignette, participants indicated which speak-up barriers they regarded as important.Descriptive analysis was performed for the study population, the numbers of barriers perceived and rating of vignette difficulty. Logistic regression analysis was used to examine the association between barriers perceived and vignette contents, designed vignette difficulty and subjectively rated vignette difficulty.</p><p><strong>Results: </strong>A total of 265 students were included. The response rate was 100%. Different barriers were relevant for the different vignettes and varied in a consistent way with the theme of the vignette. Significantly more speak-up barriers were indicated for participants with the difficult version for vignette 1 (not an environmental norm) and vignette 3 (hierarchy) with odds ratio (OR) = 1.52 and 95% confidence interval (95% CI: 1.33-1.73) and OR = 1.25 (95% CI: 1.09-1.44). For (OR) estimates, confidence intervals were rather large.</p><p><strong>Conclusions: </strong>Perceived barriers for speak-up vary consistently with the characteristics of the situation and more barriers preventing speak-up were related to the difficult versions of the vignettes.</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"323-329"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140177341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Enhancing Patient Safety in Prehospital Environment: Analyzing Patient Perspectives on Non-Transport Decisions With Natural Language Processing and Machine Learning. 加强院前环境中的患者安全:利用自然语言处理和机器学习分析患者对非转运决定的看法。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-03-23 DOI: 10.1097/PTS.0000000000001228
Hassan Farhat, Guillaume Alinier, Reem Tluli, Montaha Chakif, Fatma Babay Ep Rekik, Ma Cleo Alcantara, Padarath Gangaram, Kawther El Aifa, Ahmed Makhlouf, Ian Howland, Mohamed Chaker Khenissi, Sailesh Chauhan, Cyrine Abid, Nicholas Castle, Loua Al Shaikh, Moncef Khadhraoui, Imed Gargouri, James Laughton

Objective: This research explored the experiences and perspectives of patients declining hospital transportation after receiving prehospital emergency care using advanced computational techniques.

Method: Between 15th June and 1st August 2023, 210 patients in Qatar, treated by Hamad Medical Corporation Ambulance Service (HMCAS) but refusing transportation to hospital, were interviewed. Key outcome variables stratified by demographics included "reasons for refusing transport," "satisfaction with HMCAS service," and "postrefusal actions." Responses underwent sentiment analysis and topic modeling using latent Dirichlet allocation. Machine learning models, such as Naïve Bayes, K-nearest neighboring, random forest, and support vector machine, were used to predict patients' subsequent actions.

Results: Participants had an average age of 38.61 ± 19.91 years. The chief complaints were primarily chest and abdominal pains (18.49%; n = 39). Sentiment Analysis revealed a generally favorable perception of HMCAS-provided service. Latent Dirichlet allocation identified two main topics pertaining to refusal reasons and service satisfaction. Naïve Bayes and support vector machine algorithms were most effective in predicting postrefusal actions with an accuracy rate of 81.58%.

Conclusions: This study highlighted the utility of Natural Language Processing and ML in enhancing our understanding of patient behaviors and sentiments in prehospital settings. These advanced computational methodologies allowed for a nuanced exploration of patient demographics and sentiments, providing insights for Quality Improvement initiatives. The study also advocates for continuously integrating automated feedback mechanisms to improve patient-centered care in the prehospital context. Continuous integration of automated feedback systems is recommended to improve prehospital patient-centered care.

研究目的本研究利用先进的计算技术探讨了接受院前急救后拒绝医院转运的患者的经历和观点:在 2023 年 6 月 15 日至 8 月 1 日期间,对卡塔尔接受哈马德医疗公司救护车服务(Hamad Medical Corporation Ambulance Service,HMCAS)治疗但拒绝送医的 210 名患者进行了访谈。按人口统计学分层的关键结果变量包括 "拒绝转运的原因"、"对哈马德医疗公司救护车服务的满意度 "和 "拒绝后的行动"。对回答进行了情感分析,并使用潜在 Dirichlet 分配进行了主题建模。Naïve Bayes、K-近邻、随机森林和支持向量机等机器学习模型被用来预测患者的后续行动:参与者的平均年龄为(38.61 ± 19.91)岁。主诉主要是胸痛和腹痛(18.49%;n = 39)。情感分析显示,人们普遍对 HMCAS 提供的服务持好评态度。潜在 Dirichlet 分配确定了与拒绝原因和服务满意度有关的两个主要话题。Naïve Bayes 算法和支持向量机算法在预测拒绝后行动方面最为有效,准确率为 81.58%:本研究强调了自然语言处理和多语言处理在增强我们对院前环境中患者行为和情绪的理解方面的作用。这些先进的计算方法可以对患者的人口统计学特征和情绪进行细致入微的探索,为质量改进计划提供见解。这项研究还提倡不断整合自动反馈机制,以改善院前环境中以患者为中心的护理。建议持续整合自动反馈系统,以改善院前以患者为中心的护理。
{"title":"Enhancing Patient Safety in Prehospital Environment: Analyzing Patient Perspectives on Non-Transport Decisions With Natural Language Processing and Machine Learning.","authors":"Hassan Farhat, Guillaume Alinier, Reem Tluli, Montaha Chakif, Fatma Babay Ep Rekik, Ma Cleo Alcantara, Padarath Gangaram, Kawther El Aifa, Ahmed Makhlouf, Ian Howland, Mohamed Chaker Khenissi, Sailesh Chauhan, Cyrine Abid, Nicholas Castle, Loua Al Shaikh, Moncef Khadhraoui, Imed Gargouri, James Laughton","doi":"10.1097/PTS.0000000000001228","DOIUrl":"10.1097/PTS.0000000000001228","url":null,"abstract":"<p><strong>Objective: </strong>This research explored the experiences and perspectives of patients declining hospital transportation after receiving prehospital emergency care using advanced computational techniques.</p><p><strong>Method: </strong>Between 15th June and 1st August 2023, 210 patients in Qatar, treated by Hamad Medical Corporation Ambulance Service (HMCAS) but refusing transportation to hospital, were interviewed. Key outcome variables stratified by demographics included \"reasons for refusing transport,\" \"satisfaction with HMCAS service,\" and \"postrefusal actions.\" Responses underwent sentiment analysis and topic modeling using latent Dirichlet allocation. Machine learning models, such as Naïve Bayes, K-nearest neighboring, random forest, and support vector machine, were used to predict patients' subsequent actions.</p><p><strong>Results: </strong>Participants had an average age of 38.61 ± 19.91 years. The chief complaints were primarily chest and abdominal pains (18.49%; n = 39). Sentiment Analysis revealed a generally favorable perception of HMCAS-provided service. Latent Dirichlet allocation identified two main topics pertaining to refusal reasons and service satisfaction. Naïve Bayes and support vector machine algorithms were most effective in predicting postrefusal actions with an accuracy rate of 81.58%.</p><p><strong>Conclusions: </strong>This study highlighted the utility of Natural Language Processing and ML in enhancing our understanding of patient behaviors and sentiments in prehospital settings. These advanced computational methodologies allowed for a nuanced exploration of patient demographics and sentiments, providing insights for Quality Improvement initiatives. The study also advocates for continuously integrating automated feedback mechanisms to improve patient-centered care in the prehospital context. Continuous integration of automated feedback systems is recommended to improve prehospital patient-centered care.</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"330-339"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140177340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 Evaluation of Patient Safety Interventions: Perspectives of Operational Safety Leaders and Patient Safety Organizations. 患者安全干预措施的开发与评估:业务安全领导者和患者安全组织的观点。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-05-11 DOI: 10.1097/PTS.0000000000001233
Kylie M Gomes, Jessica Handley, Zoe M Pruitt, Seth Krevat, Allan Fong, Raj M Ratwani

Objectives: The purpose of this study is to understand how patient safety professionals from healthcare facilities and patient safety organizations develop patient safety interventions and the resources used to support intervention development.

Methods: Semistructured interviews were conducted with patient safety professionals at nine healthcare facilities and nine patient safety organizations. Interview data were qualitatively analyzed, and findings were organized by the following: patient safety solutions and interventions, use of external databases, and evaluation of patient safety solutions.

Results: Development of patient safety interventions across healthcare facilities and patient safety organizations was similar and included literature searches, internal brainstorming, and interviews. Nearly all patient safety professionals at healthcare facilities reported contacting colleagues at other healthcare facilities to learn about similar safety issues and potential interventions. Additionally, less than half of patient safety professionals at healthcare facilities and patient safety organizations interviewed report data to publicly available patient safety databases. Finally, most patient safety professionals at healthcare facilities and patient safety organizations stated that they evaluate the effectiveness of patient safety interventions; however, they mentioned methods that may be less rigorous including audits, self-reporting, and subjective judgment.

Conclusions: Patient safety professionals often utilize similar methods and resources to develop and evaluate patient safety interventions; however, many of these efforts are not coordinated across healthcare organizations and could benefit from working collectively in a systematic fashion. Additionally, healthcare facilities and patient safety organizations face similar challenges and there are several opportunities for optimization on a national level that may improve patient safety.

研究目的本研究旨在了解医疗机构和患者安全组织的患者安全专业人员如何制定患者安全干预措施,以及用于支持干预措施制定的资源:对九家医疗机构和九家患者安全组织的患者安全专业人员进行了半结构式访谈。对访谈数据进行了定性分析,并按照以下方面对调查结果进行了整理:患者安全解决方案和干预措施、外部数据库的使用以及患者安全解决方案的评估:结果:各医疗机构和患者安全组织在制定患者安全干预措施时都采用了类似的方法,包括文献检索、内部头脑风暴和访谈。几乎所有医疗机构的患者安全专业人员都表示与其他医疗机构的同事联系,以了解类似的安全问题和潜在的干预措施。此外,在接受采访的医疗机构和患者安全组织中,只有不到一半的患者安全专业人员向公开的患者安全数据库报告数据。最后,大多数医疗机构和患者安全组织的患者安全专业人员表示,他们会评估患者安全干预措施的有效性;但是,他们提到的方法可能不够严格,包括审计、自我报告和主观判断:患者安全专业人员通常会利用类似的方法和资源来制定和评估患者安全干预措施;但是,医疗机构之间的许多工作并不协调,如果能以系统化的方式开展集体合作,则会从中受益。此外,医疗机构和患者安全组织面临着类似的挑战,在国家层面上存在着一些优化的机会,这些机会可能会改善患者安全。
{"title":"Development and Evaluation of Patient Safety Interventions: Perspectives of Operational Safety Leaders and Patient Safety Organizations.","authors":"Kylie M Gomes, Jessica Handley, Zoe M Pruitt, Seth Krevat, Allan Fong, Raj M Ratwani","doi":"10.1097/PTS.0000000000001233","DOIUrl":"10.1097/PTS.0000000000001233","url":null,"abstract":"<p><strong>Objectives: </strong>The purpose of this study is to understand how patient safety professionals from healthcare facilities and patient safety organizations develop patient safety interventions and the resources used to support intervention development.</p><p><strong>Methods: </strong>Semistructured interviews were conducted with patient safety professionals at nine healthcare facilities and nine patient safety organizations. Interview data were qualitatively analyzed, and findings were organized by the following: patient safety solutions and interventions, use of external databases, and evaluation of patient safety solutions.</p><p><strong>Results: </strong>Development of patient safety interventions across healthcare facilities and patient safety organizations was similar and included literature searches, internal brainstorming, and interviews. Nearly all patient safety professionals at healthcare facilities reported contacting colleagues at other healthcare facilities to learn about similar safety issues and potential interventions. Additionally, less than half of patient safety professionals at healthcare facilities and patient safety organizations interviewed report data to publicly available patient safety databases. Finally, most patient safety professionals at healthcare facilities and patient safety organizations stated that they evaluate the effectiveness of patient safety interventions; however, they mentioned methods that may be less rigorous including audits, self-reporting, and subjective judgment.</p><p><strong>Conclusions: </strong>Patient safety professionals often utilize similar methods and resources to develop and evaluate patient safety interventions; however, many of these efforts are not coordinated across healthcare organizations and could benefit from working collectively in a systematic fashion. Additionally, healthcare facilities and patient safety organizations face similar challenges and there are several opportunities for optimization on a national level that may improve patient safety.</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"345-351"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140912189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Healthcare Violence and the Potential Promises and Harms of Artificial Intelligence. 医疗暴力与人工智能的潜在前景和危害》(Healthcare Violence and the Potential Promises and Harms of Artificial Intelligence)。
IF 1.7 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-08-01 Epub Date: 2024-06-10 DOI: 10.1097/PTS.0000000000001245
Kevin T Kavanagh, Christine Pontus, Lindsay E Cormier

Abstract: Currently, the healthcare workplace is one of the most dangerous in the United States. Over a 3-month period in 2022, two nurses were assaulted every hour. Artificial intelligence (AI) has the potential to prevent workplace violence by developing unique patient insights through accessing almost instantly a patient's medical history, past institutional encounters, and possibly even their social media posts. De-escalating dialog can then be formulated, and hot-button topics avoided. AIs can also monitor patients in waiting areas for potential confrontational behavior.Many have concerns implementing AIs in healthcare. AIs are not expected to be 100% accurate, their performance is not compared with a computer but instead measured against humans. However, AIs are outperforming humans in many tasks. They are especially adept at taking standardized examinations, such as Board Exams, the Uniform Bar Exam, and the SAT and Graduate Record Exam. AIs are also performing diagnosis. Initial reports found that newer models have been observed to equal or outperform physicians in diagnostic accuracy and in the conveyance of empathy.In the area of interdiction, AI robots can both navigate and monitor for confrontational and illegal behavior. A human security agent would then be notified to resolve the situation. Our military is fielding autonomous AI robots to counter potential adversaries. For many, this new arms race has grave implications because of the potential of fielding this same security technology in healthcare and other civil settings.The healthcare delivery sector must determine the future roles of AI in relationship to human workers. AIs should only be used to support a human employee. AIs should not be the primary caregiver and a single human should not be monitoring multiple AIs simultaneously. Similar to not being copyrightable, disinformation produced by AIs should not be afforded 'free speech' protections. Any increase in productivity of an AI will equate with a loss of jobs. We need to ask, If all business sectors utilize AIs, will there be enough paid workers for the purchasing of services and products to keep our economy and society a float?

摘要: 目前,医疗保健工作场所是美国最危险的工作场所之一。在 2022 年的 3 个月中,每小时就有两名护士遭到攻击。人工智能(AI)通过几乎即时访问病人的病史、过去的机构接触,甚至可能是他们的社交媒体帖子,对病人进行独特的洞察,从而有可能预防工作场所暴力。这样就可以制定缓和气氛的对话,避免出现热点话题。人工智能还可以监控候诊区病人的潜在对抗行为。许多人对在医疗保健领域应用人工智能表示担忧,他们并不指望人工智能能够达到 100% 的准确率,人工智能的性能也不能与计算机进行比较,而是要与人类进行比较。然而,人工智能在许多任务中的表现都优于人类。它们尤其擅长参加标准化考试,如董事会考试、统一律师资格考试、SAT 和研究生入学考试。人工智能还能进行诊断。初步报告发现,据观察,较新的模型在诊断准确性和传递移情方面与医生相当或更胜一筹。在拦截领域,人工智能机器人既能导航,又能监控对抗和非法行为。在拦截领域,人工智能机器人既能导航,又能监控对抗和非法行为,然后通知人类安全人员解决这种情况。我们的军队正在部署自主人工智能机器人,以应对潜在的对手。对于许多人来说,这种新的军备竞赛具有严重的影响,因为同样的安全技术也有可能在医疗保健和其他民用环境中投入使用。人工智能只能用于辅助人类员工。人工智能不应成为主要的护理人员,一个人也不应同时监控多个人工智能。与不可受版权保护类似,人工智能产生的虚假信息也不应受到 "言论自由 "的保护。人工智能生产率的任何提高都将等同于就业机会的减少。我们需要问,如果所有商业部门都使用人工智能,是否会有足够的有偿工人来购买服务和产品,以保持我们的经济和社会浮动?
{"title":"Healthcare Violence and the Potential Promises and Harms of Artificial Intelligence.","authors":"Kevin T Kavanagh, Christine Pontus, Lindsay E Cormier","doi":"10.1097/PTS.0000000000001245","DOIUrl":"10.1097/PTS.0000000000001245","url":null,"abstract":"<p><strong>Abstract: </strong>Currently, the healthcare workplace is one of the most dangerous in the United States. Over a 3-month period in 2022, two nurses were assaulted every hour. Artificial intelligence (AI) has the potential to prevent workplace violence by developing unique patient insights through accessing almost instantly a patient's medical history, past institutional encounters, and possibly even their social media posts. De-escalating dialog can then be formulated, and hot-button topics avoided. AIs can also monitor patients in waiting areas for potential confrontational behavior.Many have concerns implementing AIs in healthcare. AIs are not expected to be 100% accurate, their performance is not compared with a computer but instead measured against humans. However, AIs are outperforming humans in many tasks. They are especially adept at taking standardized examinations, such as Board Exams, the Uniform Bar Exam, and the SAT and Graduate Record Exam. AIs are also performing diagnosis. Initial reports found that newer models have been observed to equal or outperform physicians in diagnostic accuracy and in the conveyance of empathy.In the area of interdiction, AI robots can both navigate and monitor for confrontational and illegal behavior. A human security agent would then be notified to resolve the situation. Our military is fielding autonomous AI robots to counter potential adversaries. For many, this new arms race has grave implications because of the potential of fielding this same security technology in healthcare and other civil settings.The healthcare delivery sector must determine the future roles of AI in relationship to human workers. AIs should only be used to support a human employee. AIs should not be the primary caregiver and a single human should not be monitoring multiple AIs simultaneously. Similar to not being copyrightable, disinformation produced by AIs should not be afforded 'free speech' protections. Any increase in productivity of an AI will equate with a loss of jobs. We need to ask, If all business sectors utilize AIs, will there be enough paid workers for the purchasing of services and products to keep our economy and society a float?</p>","PeriodicalId":48901,"journal":{"name":"Journal of Patient Safety","volume":" ","pages":"307-313"},"PeriodicalIF":1.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141301937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Journal of Patient Safety
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