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The experiences of transgender and nonbinary individuals in general practice in Denmark, with a focus on 'safer space'. 丹麦跨性别者和非二元性个体在全科实践中的经历,重点是“更安全的空间”。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-12-15 DOI: 10.1080/02813432.2025.2599986
Elliot Vexø Bennich, Ann Dorrit Guassora

Background: In Denmark, transgender and nonbinary (TNB) individuals must consult their General Practitioner (GP) to access gender-affirming healthcare (GAHC). TNB individuals report unmet health needs and higher incidences of mental health challenges compared to cisgender peers. Cultural safety, involving a 'safe space,' could reduce healthcare inequities.

Objectives: This study aims to identify the factors, according to TNB individuals in Denmark, that create, maintain, and disrupt a 'safe space' in general practice.

Method: Twelve semi-structured qualitative interviews with TNB individuals aged 20 to 43 were conducted, transcribed verbatim, and analysed using Systematic Text Condensation.

Main findings: Participants felt unsafe with GPs due to negative experiences related to being transgender, leading to healthcare avoidance. They valued GPs who respected chosen names, showed interest in transgender care, and were upfront about limitations. A significant issue was lack of GP knowledge on transgender healthcare, often requiring participants to educate their GPs. Participants emphasised the need for doctors to avoid assumptions about patients based on gender identity. Participants did not believe that a 'safe space' can be realised but wish for a 'safer space'.

Conclusion: Trans individuals feel unsafe when consulting their GP due to past and present negative experiences, which leads to healthcare avoidance. A 'safer space' encompasses; respecting chosen names, showing an interest in transgender care, listening and meeting patients on their terms. The study highlights the importance of educating GPs on respectful interactions, suggesting that adopting the concept of a 'safer space' as a medical term could improve healthcare for TNB individuals.

背景:在丹麦,跨性别和非二元(TNB)个人必须咨询他们的全科医生(GP)获得性别确认医疗保健(GAHC)。与顺性别同龄人相比,TNB个人报告未满足的健康需求和更高的心理健康挑战发生率。文化安全,包括“安全空间”,可以减少医疗不平等。目的:本研究旨在确定丹麦TNB个体在一般实践中创造、维持和破坏“安全空间”的因素。方法:对年龄在20 ~ 43岁之间的TNB个体进行12次半结构化定性访谈,逐字抄录,并采用系统文本凝聚法进行分析。主要发现:由于与变性相关的负面经历,参与者对全科医生感到不安全,导致医疗回避。他们看重的是那些尊重自己选择的名字、对跨性别者护理表现出兴趣、对局限性持坦率态度的全科医生。一个重要的问题是缺乏全科医生对跨性别医疗保健的知识,通常需要参与者教育他们的全科医生。与会者强调,医生有必要避免基于性别认同对病人进行假设。参与者不相信“安全空间”可以实现,但希望有一个“更安全的空间”。结论:由于过去和现在的负面经历,跨性别者在咨询全科医生时会感到不安全,从而导致医疗回避。“更安全的空间”包括;尊重选择的名字,表现出对跨性别护理的兴趣,倾听和满足病人的要求。该研究强调了教育全科医生尊重互动的重要性,并建议将“更安全的空间”作为一个医学术语,可以改善TNB个人的医疗保健。
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引用次数: 0
'You get a different mindset' - primary care physicians' perceptions of interprofessional medication reviews for patients living independently. “你会有一种不同的心态”——初级保健医生对独立生活的患者的跨专业药物评估的看法。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2026-01-02 DOI: 10.1080/02813432.2025.2604036
Annika Dobszai, Sara Modig, Cecilia Lenander, Beata Borgström Bolmsjö

Objective: In primary health care in southern Sweden, interprofessional medication reviews are conducted, to a limited extent, for patients living independently, with the purpose of optimising their pharmacological treatment. These medication reviews have identified and addressed many important issues regarding the patients' medication. However, there is limited knowledge regarding the participating physicians' perspectives on the work. Gaining a better understanding of the physicians' perspectives could contribute to the optimisation of the interprofessional medication review model used in primary health care. This study aimed to explore physicians' perceptions and experiences of interprofessional medication reviews in primary health care for patients who live independently.

Methods: We conducted a qualitative study based on semi-structured discussions in four focus groups with a total of 24 participating primary care physicians. The discussions were transcribed verbatim, condensed, coded and categorised using content analysis.

Results: Through our analysis, we identified four categories: obstacles and facilitators, interprofessional collaboration with the pharmacist, the physician's responsibility and value-adding aspects. An underlying theme, a value-creating intervention with logistical barriers, emerged from the latent material.

Conclusion: Physicians expressed a consistently positive view of medication reviews for independently living patients, highlighting their value for patient safety, clinical decision-making, and learning. However, practical barriers, such as time constraints and unclear routines, were seen as key obstacles to implementation. These findings reflect the dual nature of medication reviews as a value-creating intervention with logistical challenges, which need to be addressed to support broader integration in primary care.

目的:在瑞典南部的初级卫生保健中,对独立生活的患者进行了有限程度的跨专业药物审查,目的是优化其药物治疗。这些药物审查已经确定并解决了许多关于患者用药的重要问题。然而,关于参与医生对工作的看法的知识有限。更好地了解医生的观点有助于优化初级卫生保健中使用的跨专业药物审查模型。本研究旨在探讨医师对独立生活病患的初级卫生保健跨专业用药回顾的看法和经验。方法:我们在四个焦点小组中进行了一项基于半结构化讨论的定性研究,共有24名初级保健医生参与。讨论被逐字抄录、浓缩、编码并使用内容分析进行分类。结果:通过我们的分析,我们确定了四个类别:障碍和促进因素,与药剂师的跨专业合作,医生的责任和增值方面。一个潜在的主题,一个具有物流障碍的价值创造干预,从潜在的材料中浮现出来。结论:医生对独立生活的患者的药物评价始终持积极态度,强调其对患者安全、临床决策和学习的价值。然而,实际的障碍,例如时间限制和不明确的惯例,被视为执行的主要障碍。这些发现反映了药物审查作为一种创造价值的干预措施与后勤挑战的双重性质,需要解决这一问题,以支持初级保健的更广泛整合。
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引用次数: 0
Burnout prevalence in 2012, 2018 and 2024 among general practitioners in Norway and factors associated with burnout. 2012年、2018年和2024年挪威全科医生的职业倦怠患病率及其相关因素
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2026-03-14 DOI: 10.1080/02813432.2026.2617516
Karin Isaksson Rø, Cilla Lyng Hyldig, Priyanthi Borgen Gjerde

Background: Burnout among General Practitioners (GPs) is a growing concern, with implications for physician well-being, patient care quality, and healthcare system sustainability. However, we lack studies of burnout among GPs in Norway.

Objective(s): To examine the prevalence of burnout among GPs in Norway in 2012, 2018 and 2024 and subsequently identify demographic, health-related, and work-related factors associated with burnout in 2024.

Methods: Data were drawn from the Norwegian Physician Panel, a nationally representative survey conducted in 2012, 2018, and 2024. Response rates exceeded 71% in all waves. Only respondents identifying as GPs were included. Burnout was assessed using the Maslach Burnout Index. Prevalence was reported descriptively. Logistic regression was employed to examine associations between overall burnout, emotional exhaustion, depersonalisation and personal accomplishment and the following independent variables: age, sex, weekly work hours, self-rated health, sick leave, presenteeism, job satisfaction and work-related stress.

Results: Overall burnout increased from 5.8% in 2012 to 17.1% in 2018, reaching 21.8% in 2024. The proportion of GPs with high emotional exhaustion rose from 19.1% to 47.2%, and the proportion with high depersonalization from 2% to 24% over the same period, whereas those reporting low personal accomplishment became relatively fewer, going from 16.4% to 6.3%. In 2024, burnout was significantly associated with low job satisfaction, high work-related stress, and frequent sickness presenteeism.

Conclusion: The prevalence of burnout among Norwegian GPs has increased markedly from 2012 to 2024. Addressing modifiable factors such as work-related stress, job satisfaction, and sickness presenteeism is essential for sustaining physician well-being and maintaining patient care quality.

背景:全科医生(全科医生)的职业倦怠是一个日益受到关注的问题,它影响到医生的福祉、病人的护理质量和医疗保健系统的可持续性。然而,我们缺乏对挪威全科医生职业倦怠的研究。目的:研究2012年、2018年和2024年挪威全科医生的职业倦怠患病率,并随后确定2024年与职业倦怠相关的人口统计学、健康相关和工作相关因素。方法:数据来自挪威医师小组,这是一项在2012年、2018年和2024年进行的具有全国代表性的调查。所有波的应答率均超过71%。只有确认为全科医生的受访者被包括在内。使用Maslach职业倦怠指数评估职业倦怠。描述性地报告了患病率。采用Logistic回归检验总体倦怠、情绪耗竭、人格解体和个人成就与以下自变量之间的关系:年龄、性别、每周工作时间、自评健康、病假、出勤率、工作满意度和工作压力。结果:总体职业倦怠从2012年的5.8%上升到2018年的17.1%,2024年达到21.8%。同期,情绪耗竭程度高的全科医生比例从19.1%上升到47.2%,人格解体程度高的全科医生比例从2%上升到24%,而个人成就感低的全科医生比例则相对减少,从16.4%下降到6.3%。在2024年,职业倦怠与低工作满意度、高工作压力和频繁生病出勤显著相关。结论:2012 - 2024年,挪威全科医生的职业倦怠率明显上升。解决可改变的因素,如工作压力、工作满意度和出勤率,对于维持医生的健康和维持病人的护理质量至关重要。
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引用次数: 0
Stroke recognition and early care pathways following telephone triage in out-of-hours primary care: a register-based study from the Central Denmark Region. 非工作时间初级保健电话分诊后卒中识别和早期护理途径:来自丹麦中部地区的一项基于登记册的研究。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-11-17 DOI: 10.1080/02813432.2025.2588126
Martin Faurholdt Gude, Linda Huibers, Marie Kryger Lock, Anette Fischer Pedersen, Rolf Ankerlund Blauenfeldt

Background: Out-of-hours primary care (OOH-PC) plays a key role in initial stroke triage, yet the accuracy of telephone assessments by general practitioners (GPs) and their impact on prehospital stroke care remain insufficiently studied.

Aims: To evaluate the sensitivity of stroke and transient ischemic attack (TIA) identification by GPs during OOH-PC telephone triage and examine associations with time from first call to admission, treatment rates, and admission pathways.

Patients and methods: We conducted a retrospective cohort study including patients admitted to stroke centers in the Central Denmark Region (2020-2022) following OOH-PC contact within 48 h. Triage classification was based on GP documentation and compared with final hospital diagnoses. Outcomes included triage sensitivity, intravenous thrombolysis (IVT) rates, and time to admission.

Results: Among 4414 patients, 2738 had a final diagnosis of stroke or TIA, of whom 1728 were triage positive, corresponding to a sensitivity of 63.1% (95% CI, 61.2-64.9). Among patients with acute ischemic stroke (AIS) and symptom onset ≤3 h before OOH-PC contact, 387 of 544 were identified (71.1%, 95% CI, 67.2-74.8). Triage-positive AIS patients had higher IVT rates (adjusted difference: 8.9%, 95% CI, 5.4-12.5) and shorter call-to-admission time. In early-presenting AIS, the adjusted IVT difference was 10.9% (95% CI, 1.4-20.5), and triage-negative patients more often presented with impaired consciousness and visual symptoms.

Conclusions: GPs demonstrated moderate sensitivity in telephone triage of stroke in OOH-PC. Symptom presentation differed between triage groups, suggesting recognition may be influenced by symptom type as well as time from onset.

背景:非工作时间初级保健(oh - pc)在卒中初次分诊中起着关键作用,但全科医生(gp)电话评估的准确性及其对院前卒中护理的影响仍未得到充分研究。目的:评估全科医生在oh - pc电话分诊中识别卒中和短暂性脑缺血发作(TIA)的敏感性,并检查从第一次呼叫到入院的时间、治疗率和入院途径的关系。患者和方法:我们进行了一项回顾性队列研究,包括在48小时内OOH-PC接触后入住丹麦中部地区卒中中心的患者(2020-2022)。分诊分类是基于GP文件,并与最终的医院诊断进行比较。结果包括分诊敏感性、静脉溶栓率和入院时间。结果:4414例患者中,2738例最终诊断为卒中或TIA,其中分诊阳性1728例,敏感性为63.1% (95% CI, 61.2 ~ 64.9)。544例急性缺血性脑卒中(AIS)患者中,接触OOH-PC前症状发作≤3 h的有387例(71.1%,95% CI, 67.2-74.8)。分诊阳性AIS患者有较高的IVT率(调整差值:8.9%,95% CI, 5.4-12.5)和较短的呼叫至入院时间。在早期表现的AIS中,经校正的IVT差异为10.9% (95% CI, 1.4-20.5),分诊阴性的患者更常表现为意识受损和视觉症状。结论:全科医生对OOH-PC患者卒中电话分诊具有中等敏感性。分诊组之间的症状表现不同,表明识别可能受到症状类型和发病时间的影响。
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引用次数: 0
From rural Norway to high-density systems: translating nurse-led emergency models. 从挪威农村到高密度系统:翻译护士主导的急救模式。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-06-23 DOI: 10.1080/02813432.2025.2524367
Yalcin Golcuk
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引用次数: 0
Clinical indications for antibiotic prescribing in Danish general practice. 丹麦全科医生抗生素处方的临床适应症。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-08-21 DOI: 10.1080/02813432.2025.2546415
Zarghuna Ahengar, Christina Hovmark Pedersen, Alina Zalounina Falborg, Malene Plejdrup Hansen

Background: An updated overview of the antibiotic prescribing pattern in Danish general practice is needed to help inform continued efforts for rational antibiotic prescribing.

Objective: To investigate clinical indications for antibiotic prescriptions issued in general practice in Denmark.

Materials and methods: This register-based study included all redeemed antibiotic prescriptions issued in Danish general practice between 1 January 2023 and 31 December 2023. Data were extracted from 'Antibiotikastatistik', a publicly available register maintained by the Danish Health Data Authority. Descriptive statistics were used to analyze the distribution of the clinical indications. Furthermore, the distribution of the antibiotics prescriptions was analyzed by age across different clinical indication groups, stratified by gender.

Results: A total of 1,916,910 antibiotic prescriptions were issued from Danish general practice in 2023. More than half of these prescriptions were used for treatment of either a respiratory tract infection (28.4%) or a urinary tract infection (26.7%). Throat infection and pneumonia comprised about 70% of indications for treatment of a respiratory tract infection. Prophylactic treatment was mainly used for elderly patients - and most often for urinary tract infections. Some 23.3% of the prescriptions either contained an 'unspecific indication' or had no indication stated.

Conclusions: This study provides a solid overview of indications used for antibiotic prescriptions in Danish general practice. This information might be used for development of future antibiotic stewardship interventions.

背景:需要对丹麦全科实践中抗生素处方模式的最新概述,以帮助为合理抗生素处方的持续努力提供信息。目的:探讨丹麦全科开具抗生素处方的临床指征。材料和方法:这项基于登记的研究包括2023年1月1日至2023年12月31日期间丹麦全科医生签发的所有已撤销的抗生素处方。数据摘自丹麦卫生数据管理局(Danish Health Data Authority)维护的公开登记册“antikastatistik”。采用描述性统计分析临床适应症的分布。此外,我们还分析了抗生素处方在不同临床指征组中的分布情况,并按性别分层。结果:2023年丹麦全科医生共开出1916910张抗生素处方。这些处方中有一半以上用于治疗呼吸道感染(28.4%)或尿路感染(26.7%)。咽喉感染和肺炎约占呼吸道感染治疗指征的70%。预防性治疗主要用于老年患者,最常用于尿路感染。约23.3%的处方含有“未指明的适应症”或没有指明适应症。结论:这项研究提供了一个坚实的概述,用于抗生素处方在丹麦的一般做法。这些信息可用于未来抗生素管理干预措施的开发。
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引用次数: 0
Too much care? Increasing checkup frequencies and declining role of general practitioners in antenatal care in Norway (2010-2021). 太在意了?在挪威,检查频率增加,全科医生在产前保健中的作用下降(2010-2021)。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-10-22 DOI: 10.1080/02813432.2025.2575326
Ragne Victoria Tonesdatter Kolaas Stauri, Kristine Pape, Bente Prytz Mjølstad, Kjartan Sarheim Anthun, Gunnhild Åberge Vie

Introduction: The antenatal care program is a cornerstone of Norway's national health programs, serving nearly 50 000 women annually. Although usage has risen since the 1980s, with antenatal checkups exceeding recommendations, research on utilization patterns and demography remains limited. Insight is essential for optimizing prenatal care services, containing costs, and avoiding potential overtreatment.

Material and methods: This retrospective descriptive study used registry data from the Control and Payment of Health Reimbursement database, Statistics Norway, and the Norwegian Patient Register, covering 381 092 women giving birth in Norway (2010-2021). Associations were estimated using Poisson regression.

Results: Between Jan 1, 2010, and Dec 31, 2020, the mean number of antenatal checkups increased from 11.1 to 13.0, exceeding guidelines by 5.0. Midwife checkups increased by 2.4, while general practitioner (GP) checkups decreased by 1.1, progressively making midwives the main providers. Compared to women with lower secondary education, highly educated women had 7% more checkups by midwives and 12% fewer with GPs. They also sought GPs less before, during, and after pregnancy (48%, 20%, and 28% less). Women with 16+ checkups (upper quartile) had lower education and 1.6 more GP consultations the year before pregnancy than those with fewer checkups.

Conclusion: From 2010 to 2021, GPs saw a decrease in their role as main providers of antenatal checkups, with midwives now conducting most examinations. The average number of checkups rose by 1.9, not attributable to guideline changes, raising concerns about overutilization among a generally healthy group of women and implications for health system sustainability.

前言:产前保健方案是挪威国家卫生方案的基石,每年为近5万 000名妇女提供服务。虽然自20世纪80年代以来使用率有所上升,产前检查超出建议,但对使用模式和人口统计的研究仍然有限。洞察对于优化产前护理服务、控制成本和避免潜在的过度治疗至关重要。材料和方法:本回顾性描述性研究使用了来自健康报销控制和支付数据库、挪威统计局和挪威患者登记册的登记数据,涵盖了2010-2021年在挪威分娩的381 092名妇女。使用泊松回归估计相关性。结果:2010年1月1日至2020年12月31日期间,平均产前检查次数从11.1次增加到13.0次,超过指南5.0次。助产士检查增加了2.4次,而全科医生检查减少了1.1次,助产士逐渐成为主要的提供者。与中等教育程度较低的女性相比,受过高等教育的女性接受助产士检查的次数多7%,接受全科医生检查的次数少12%。她们在怀孕前、怀孕期间和怀孕后都较少去看全科医生(分别减少了48%、20%和28%)。检查16次以上的妇女(上四分位数)受教育程度较低,怀孕前一年的全科医生咨询次数比检查较少的妇女多1.6次。结论:从2010年到2021年,全科医生作为产前检查的主要提供者的作用有所下降,助产士现在进行了大部分检查。平均检查次数增加了1.9次,这与指南的变化无关,这引起了人们对总体健康的妇女群体过度使用的担忧,并对卫生系统的可持续性产生了影响。
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引用次数: 0
Experiences of contacts with diabetes care professionals among people with type 2 diabetes in an urban Swedish setting. 瑞典城市2型糖尿病患者与糖尿病护理专业人员接触的经验
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-10-14 DOI: 10.1080/02813432.2025.2572514
J Thylefors, M Annersten Gershater, E Mangrio, S Zdravkovic

Background: High-quality diabetes care should offer personalized treatment and support self-management to reduce complications and maintain quality of life for affected persons. In Malmö, Sweden's third-largest city, primary care treated twice as many individuals with type 2 diabetes (T2D) in 2018 compared to 2011. As the prevalence of T2D increases, healthcare services face increasing challenges.

Objective: To explore experiences of contacts with diabetes care professionals among people living with T2D who are accessing diabetes care in the city of Malmö.

Method: A qualitative inductive design was employed, involving interviews with 21 persons with T2D receiving diabetes care at four primary healthcare centers in Malmö. A semi-structured interview guide was used. Data were analyzed using qualitative content analysis.

Result: The theme 'Seeking room for one's agency' emerged from two categories that illustrate experiences with diabetes care in relation to meeting healthcare needs: 'Importance of connecting with diabetes care professionals' and 'Concerns in navigating diabetes care.' Eight subcategories describe what contact with diabetes care meant for the participants.

Conclusion: The findings highlight opportunities for improving diabetes care to better meet patients' needs. Contacts with diabetes care professionals were perceived as supportive when there was a clear intention to adapt to individual needs and when expectations and communication were transparent. Continuity with general practitioners and educational aspects were identified as unmet healthcare needs. Based on the findings of this study, efforts to a systematic and broad implementation of group-based T2D-education in Malmö are recommended.

背景:高质量的糖尿病护理应提供个性化治疗并支持自我管理,以减少并发症并维持患者的生活质量。在瑞典第三大城市Malmö, 2018年初级保健治疗的2型糖尿病(T2D)患者人数是2011年的两倍。随着T2D患病率的增加,医疗保健服务面临越来越多的挑战。目的:了解Malmö市t2dm患者与糖尿病护理人员接触的情况。方法:采用定性归纳设计,对Malmö四家初级卫生保健中心接受糖尿病治疗的21例t2dm患者进行访谈。采用半结构化访谈指南。数据分析采用定性内容分析。结果:“为自己的机构寻找空间”的主题来自两个类别,说明了与满足医疗保健需求相关的糖尿病护理经验:“与糖尿病护理专业人员联系的重要性”和“导航糖尿病护理的关注点”。八个子类别描述了接触糖尿病护理对参与者的意义。结论:研究结果强调了改善糖尿病护理以更好地满足患者需求的机会。当有明确的意图适应个人需求,期望和沟通透明时,与糖尿病护理专业人员的接触被认为是支持性的。与全科医生的连续性和教育方面被确定为未满足的保健需求。根据本研究的结果,建议在Malmö系统和广泛地实施以群体为基础的t2d教育。
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引用次数: 0
Diagnostic accuracy of otitis media with and without a fictitious AI support among physicians in primary care and medical students. 初级保健医生和医学生在有无虚拟人工智能支持的情况下中耳炎诊断的准确性
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-10-15 DOI: 10.1080/02813432.2025.2571936
Malin Hedman, Vezira Kosuta, Manfred Lindmark, Josefin Sandström, Brenda Trinh, Pär-Daniel Sundvall, Karin Rystedt, Mimmi Werner, Fredrik Öhberg, Thorbjörn Lundberg

Background: Otitis media (OM) in children is a common infection in primary care, contributing to a significant global health and economic burden. In high-income countries, diagnostic inaccuracy leads to over-diagnosis of acute OM (AOM) and over-prescribing of antibiotics, which may contribute to antibiotic resistance.

Aim: To investigate the diagnostic accuracy and the influence of artificial intelligence (AI) in diagnosing OM among primary care physicians and medical students.

Method: A diagnostic accuracy study in which primary care physicians and medical students diagnosed AOM, OM with effusion (OME), and normal eardrums using 21 high-quality digital images, both without and with a fictitious AI support. We estimated the technological impact of the fictitious AI support.

Results: Overall diagnostic accuracy was 64% without, and 75% with AI support. The most experienced physicians reached 69% without, and 80% with AI; the least experienced 61% without, and 73% with AI; medical students reached 64% without, and 74% with AI. Accuracy for AOM was 77% without and 86% with AI, and for OME 46% without and 66% with AI. Mean diagnostic confidence increased significantly with AI support. The technological impact was 1.4. Automation bias was 1.2 overall, 0.9 for the most experienced and 1.2 for the least experienced physicians.

Conclusion: We report modest diagnostic accuracy for OM among primary care physicians and medical students. The fictitious AI support system improved both accuracy and diagnostic confidence and reduced over-diagnosis. The most experienced physicians achieved the highest accuracy, the less experienced were more often misled by the fictitious AI.

背景:儿童中耳炎(OM)是初级保健中的一种常见感染,造成了重大的全球卫生和经济负担。在高收入国家,诊断不准确导致急性急性呼吸道感染(AOM)的过度诊断和抗生素的过度处方,这可能导致抗生素耐药性。目的:探讨人工智能(AI)对初级保健医生和医学生OM诊断的准确性及影响。方法:一项诊断准确性研究,在该研究中,初级保健医生和医学生使用21张高质量数字图像诊断AOM、OM伴积液(OME)和正常鼓膜,包括没有和虚构的人工智能支持。我们估计了虚拟人工智能支持的技术影响。结果:在没有人工智能支持的情况下,总体诊断准确率为64%,在人工智能支持下为75%。最有经验的医生在没有人工智能的情况下达到69%,在使用人工智能的情况下达到80%;经验最少的61%没有人工智能,73%有人工智能;有64%的医学生没有人工智能,74%的学生有人工智能。无人工智能的AOM准确率为77%,有人工智能的为86%,无人工智能的OME准确率为46%,有人工智能的为66%。在人工智能支持下,平均诊断置信度显著提高。技术影响为1.4。自动化偏差总体为1.2,最有经验的为0.9,经验最少的为1.2。结论:我们报告初级保健医生和医学生对OM的诊断准确性一般。虚拟人工智能支持系统提高了准确性和诊断信心,减少了过度诊断。最有经验的医生达到了最高的准确性,经验不足的医生更容易被虚构的人工智能误导。
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引用次数: 0
Digital interaction in practice (DIP) between patient, general practitioner and home care services. Evaluation of a pilot study. 病人、全科医生和家庭护理服务之间的数字化实践互动(DIP)。初步研究的评估。
IF 1.8 3区 医学 Q3 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-12-01 Epub Date: 2025-12-10 DOI: 10.1080/02813432.2025.2597789
Unn Sollid Manskow, Tor Magne Johnsen, Elin Breivik

Objective: A shortage of healthcare personnel, an aging population and insufficient collaboration between services are highlighted as the greatest challenges in the Norwegian healthcare system. Digital Interaction in Practice (DIP) is a digital collaboration model involving the general practitioner (GP), home care nurses, patient and relatives. The aim is improved coordination and tailored treatment for frail elderly patients with complex needs. The model is developed in close collaboration with healthcare personnel and is being piloted in a large Norwegian municipality.

Methods: This qualitative study included GPs, nurses, and managers in Trondheim municipality, who have actively participated in the development of the DIP model in cooperation with researchers. Focus groups were used to gather experiences of the development and early pilot phase from the views of GPs, nurses and managers. Data were analysed using Braun and Clarks thematic content analysis framework.

Findings: DIP required changes in work practices and allocation of resources, particularly for home care nurses. Furthermore, the participants reported improved interdisciplinary collaboration and viewed DIP as a potential to increase the quality of healthcare services. The workflow chart describing the DIP model was useful but required adaption to local work practices. General practitioners and nurses valued closer collaboration and experienced a more holistic and patient-centred follow-up.

Conclusion: The findings underline the importance of collaboration between GPs, nurses, managers and researchers in the development and local adaptation of the DIP model. Despite some resource challenges and a need for role clarification, DIP may impact resource use in the long term, improve collaboration and coordination among those involved, and achieve more comprehensive, individually tailored patient pathways. Further research on the DIP model's impact is warranted following broader implementation.

目的:卫生保健人员短缺,人口老龄化和服务之间的合作不足是突出的最大挑战,在挪威的卫生保健系统。实践中的数字互动(DIP)是一种涉及全科医生(GP)、家庭护理护士、患者和亲属的数字协作模式。其目的是为有复杂需求的体弱老年患者改善协调和量身定制的治疗。该模式是与卫生保健人员密切合作开发的,目前正在挪威一个大城市进行试点。方法:本定性研究包括特隆赫姆市的全科医生、护士和管理人员,他们与研究人员合作积极参与了DIP模型的开发。焦点小组被用来从全科医生、护士和管理人员那里收集发展和早期试点阶段的经验。数据分析采用Braun和Clarks主题内容分析框架。调查结果:DIP需要改变工作实践和资源分配,特别是对家庭护理护士。此外,与会者报告了跨学科合作的改善,并认为DIP有可能提高医疗保健服务的质量。描述DIP模型的工作流图表是有用的,但需要适应当地的工作实践。全科医生和护士重视更密切的合作,并经历了更全面和以患者为中心的随访。结论:研究结果强调了全科医生、护士、管理人员和研究人员在开发和适应DIP模式方面合作的重要性。尽管存在一些资源挑战和角色澄清的需要,DIP可能会长期影响资源使用,改善相关人员之间的协作和协调,并实现更全面,个性化的患者途径。在更广泛的实施之后,有必要进一步研究DIP模型的影响。
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Scandinavian Journal of Primary Health Care
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