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From quality to sustainability: the role of innovative culture: the case of public hospitals. 从质量到可持续性:创新文化的作用:公立医院的案例。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2026-02-05 DOI: 10.1108/IJHCQA-11-2025-0196
Dagnu Haile Tessema

Purpose: The purpose of this research is to investigate the indirect effect of innovative culture (INVC) on the association between total quality management (TQM) and corporate sustainability (CS) in public hospitals in eastern Ethiopia.

Design/methodology/approach: The study is cross-sectional, and data were collected from 252 doctors and nurses of selected public hospitals in eastern Ethiopia using convenience sampling. The data was analyzed using Smart-PLS 4.

Findings: The findings indicate that innovative culture partially mediates the relationship between TQM and CS. Furthermore, TQM has a positive and significant influence on CS and INVC. The findings offer practical recommendations for implementing TQM principles in healthcare systems within emerging economies.

Practical implications: This study has substantial managerial implications for hospital administrators who may desire to evaluate and use the findings described in this paper when establishing strategic goals, policies and decision-making. Furthermore, the findings of this research add knowledge to the body of literature regarding the mediating role of INVC in the relationship between TQM and CS.

Originality/value: The novelty of the study lies in examining the impact of innovative culture as a mediator in the association between TQM and CS in public hospitals.

目的:本研究的目的是调查创新文化(INVC)对埃塞俄比亚东部公立医院全面质量管理(TQM)和企业可持续性(CS)之间关系的间接影响。设计/方法/方法:本研究是横断面研究,采用方便抽样的方法从埃塞俄比亚东部选定公立医院的252名医生和护士中收集数据。使用Smart-PLS 4对数据进行分析。研究发现:创新文化在TQM与企业绩效之间起部分中介作用。此外,TQM对CS和INVC有显著的正向影响。研究结果为在新兴经济体的医疗保健系统中实施全面质量管理原则提供了实用建议。实际意义:本研究对医院管理者具有重要的管理意义,他们可能希望在制定战略目标、政策和决策时评估和使用本文所描述的结果。此外,本研究的发现增加了关于INVC在TQM和CS之间关系中的中介作用的文献。原创性/价值:本研究的新颖之处在于考察创新文化在公立医院TQM与CS之间的中介作用。
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引用次数: 0
The determinants of epidemics and pandemics preparedness in the least developed African countries: evidence from the global health security index. 最不发达非洲国家流行病的决定因素和流行病防范:来自全球卫生安全指数的证据。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2026-01-09 DOI: 10.1108/IJHCQA-02-2025-0016
Jihad Ait Soussane

Purpose: This study aims to investigate the determinants of pandemic and epidemic preparedness in the least developed African countries by applying a multidimensional framework that incorporates governance, health infrastructure, socioeconomic vulnerability and institutional capacity. It addresses the lack of integrated empirical analyses tailored to Africa's complex socio-political and environmental context.

Design/methodology/approach: The study adopts a quantitative approach using cross-sectional data from 29 least developed African countries. The determinants are constructed across five dimensions: governance, institutional capacity, health infrastructure, socioeconomic conditions and social resilience. The robust weighted least squares method, using the Welsch loss function, is employed to address outlier sensitivity and provide stable parameter estimates for small sized samples.

Findings: Results show that higher immunization coverage and literacy significantly enhance pandemic preparedness, emphasizing the critical role of preventative health and education. Well-integrated social protection systems and effective governance are also strong positive contributors. In contrast, poorly supported community health workers, high poverty, informal employment and urban slums negatively affect preparedness. Environmental stressors such as air pollution and high population density further undermine resilience. Notably, nurses have a more positive impact on preparedness than physicians, highlighting the importance of strategic health workforce deployment over sheer numbers.

Originality/value: This study is the first to empirically assess pandemic preparedness in the least developed African countries using an integrated, multidimensional framework and robust estimation techniques. It fills a significant research gap by localizing global theoretical models to the African context.

目的:本研究的目的是通过采用综合治理、卫生基础设施、社会经济脆弱性和机构能力的多维框架,调查最不发达非洲国家流行病和流行病防范的决定因素。它解决了缺乏针对非洲复杂的社会政治和环境背景的综合实证分析的问题。设计/方法/方法:本研究采用定量方法,使用来自29个最不发达非洲国家的横断面数据。决定因素涉及五个方面:治理、机构能力、卫生基础设施、社会经济条件和社会复原力。采用Welsch损失函数的鲁棒加权最小二乘法来解决异常值敏感性问题,并为小样本提供稳定的参数估计。研究结果:结果表明,更高的免疫覆盖率和识字率大大加强了大流行病的防范,强调了预防性保健和教育的关键作用。完善的社会保障体系和有效的治理也是强有力的积极因素。相比之下,得不到支持的社区卫生工作者、高度贫穷、非正规就业和城市贫民窟对防范工作产生不利影响。空气污染和高人口密度等环境压力因素进一步削弱了复原力。值得注意的是,护士在备灾方面比医生具有更积极的影响,这凸显了战略性卫生人力部署的重要性。原创性/价值:这项研究首次利用综合多维框架和可靠的估计技术对最不发达非洲国家的大流行病防范情况进行了实证评估。它通过将全球理论模型本地化到非洲背景,填补了一个重大的研究空白。
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引用次数: 0
Challenges of accreditation in hospitals and their operational solutions. 医院认证的挑战及其操作解决方案。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2026-01-08 DOI: 10.1108/IJHCQA-04-2025-0047
Mahnaz Afshari, Rasoul Corani Bahador, Samira Alirezaei
<p><strong>Purpose: </strong>Monitoring and evaluation are crucial for healthcare quality assurance. This study systematically aims to explore the unique challenges encountered during the implementation of mandatory hospital accreditation in a centralized healthcare context and develops a set of operationally sound solutions.</p><p><strong>Design/methodology/approach: </strong>A qualitative methodology was utilized, with semi-structured interviews conducted with 17 hospital managers, supervisors and accreditation officials in Iranian hospitals in 2024. Participants were selected through purposive sampling with maximum variation, and interviews continued until theoretical saturation. Lincoln and Guba's criteria were applied to ensure the data's trustworthiness. The data were analyzed using the content analysis technique with MAXQDA 10 software.</p><p><strong>Findings: </strong>Twenty-two challenges were identified in the themes of leadership and strategic management; human capital development and engagement and contextual coordination and adaptation. In total, 26 practical solutions were also identified for implementing the accreditation program in hospitals.</p><p><strong>Research limitations/implications: </strong>This study provides a comprehensive examination of the experiences of specialists and experts regarding the challenges of hospital accreditation and practical solutions for addressing these challenges. In fact, this research offers multi-dimensional, actionable recommendations for policymakers, accreditation management bodies and service providers, moving beyond mere compliance to leverage accreditation for genuine competitive advantage and public accountability.</p><p><strong>Practical implications: </strong>While this research provides essential data for administrative decision-makers overseeing the accreditation process, we recognize that a purely administrative focus is inherently one-sided. Therefore, to fully realize the social and political value of our findings, this section translates the results into multi-dimensional, actionable recommendations for various key groups: For policymakers/governmental bodies (establish a cross-sectoral review board composed of representatives from patient advocacy groups, insurance providers and regulatory agencies to periodically review and validate accreditation criteria against current societal expectations, ensuring relevance and public accountability), accreditation management bodies and industry/service providers (service providers must move beyond mere compliance by utilizing the findings of this study to proactively map internal processes against the high-implementability factors identified). This involves viewing accreditation not as a hurdle, but as a roadmap for competitive advantage through demonstrable quality assurance that directly influences patient trust and market share.</p><p><strong>Social implications: </strong>This study yields significant implications across several domain
目的:监测和评估对医疗质量保证至关重要。本研究系统地探讨了在集中式医疗环境下实施强制性医院认证所遇到的独特挑战,并制定了一套可行的解决方案。设计/方法/方法:采用定性方法,2024年对伊朗医院的17名医院管理人员、主管和认证官员进行了半结构化访谈。参与者通过有目的的抽样和最大的变化来选择,访谈一直持续到理论饱和。采用Lincoln和Guba的标准来确保数据的可信度。采用MAXQDA 10软件对数据进行内容分析。调查结果:在领导力和战略管理主题中确定了22个挑战;人力资本开发和参与以及背景协调和适应。此外,还确定了在医院实施认证方案的26个实际解决方案。研究局限/启示:本研究提供了专家和专家关于医院认证挑战的经验和解决这些挑战的实际解决方案的全面检查。事实上,这项研究为政策制定者、认证管理机构和服务提供商提供了多维度的、可操作的建议,超越了单纯的合规,利用认证来获得真正的竞争优势和公共责任。实际意义:虽然本研究为监督认证过程的行政决策者提供了必要的数据,但我们认识到,纯粹的行政关注本质上是片面的。因此,为了充分实现我们的研究结果的社会和政治价值,本节将结果转化为面向各个关键群体的多维度、可操作的建议:政策制定者/政府机构(建立一个由患者权益团体、保险提供商和监管机构代表组成的跨部门审查委员会,定期审查和验证符合当前社会期望的认证标准,确保相关性和公共问责制);认证管理机构和行业/服务提供商(服务提供商必须超越单纯的合规性,通过利用本研究的发现,根据已确定的高可实施性因素,主动绘制内部流程)。这包括不将认证视为障碍,而是通过直接影响患者信任和市场份额的可证明的质量保证来获得竞争优势的路线图。社会影响:本研究在多个领域产生了重大影响,充分利用了认证在提高质量、确保患者安全和促进利益相关者满意度方面的关键作用。独创性/价值:尽管在医院实施了认证要求并进行了持续监测,但我们仍然观察到在某些情况下存在缺陷和不足,这些问题在医院认证标准中得到了解决。通过确定当地医院在这一领域面临的挑战,提供切实可行的解决办法,以及实施纠正性干预措施,可以采取积极步骤,在医院有效实施认证。以前的研究主要集中在自愿认证模式(例如JCI和ACS)中的挑战,其中的承诺是市场驱动的。相反,本研究调查了国家强制、高度集中和文化分层的伊朗医疗保健背景下的这些挑战。强制性治理的这种转变产生了独特的摩擦点,例如频繁的管理变动和对资源分配的政治影响的强烈影响,而这些在自愿制度中是不存在或最小化的。确定与国际制裁直接相关的挑战(例如资源短缺和过时的技术)是一项新颖的贡献,它将质量改进文献与地缘政治现实联系起来。这一联系对于理解受制裁经济体或发展中经济体的认证障碍至关重要,在现有的全球文献中没有得到充分解决。虽然所有国家的普遍性有限,但研究结果为面临类似治理和资源限制的更广泛的中东、高度集中和发展中经济体提供了重要基准。确定的22个挑战和26个解决方案提供了一个本地化框架,高度适用于在类似资源压力下运行的系统。
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引用次数: 0
Sustainability challenges in Uganda's health and sanitation projects: an institutional perspective. 乌干达保健和卫生项目的可持续性挑战:体制视角。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2026-01-01 DOI: 10.1108/IJHCQA-10-2025-0166
Mahadih Kyambade, Rogers Mwesigwa, Kassim Alinda, Sulait Tumwine

Purpose: This study examines why health and sanitation projects in Uganda struggle to achieve sustainability despite substantial investments, supportive policies, and global commitments.

Design/methodology/approach: Guided by Institutional Theory, the study adopts a qualitative design involving 21 semi-structured interviews with project managers, government officials, NGO staff, health inspectors, and community mobilizers. Data were thematically analyzed using Nvivo.

Findings: Results show that fragmented governance, weak policy coherence, and short-term donor cycles constrain institutional alignment. Low community ownership, weak feedback systems, and donor-local power imbalances undermine accountability, while leadership gaps, corruption, and limited technical capacity further weaken resilience. Together, these factors explain why sustainability remains difficult to institutionalize in Uganda's health and sanitation sector.

Practical implications: The study calls for integrating interventions within national institutional frameworks, strengthening local accountability, and enhancing ethical and technical leadership. Donors and policymakers should support long-term learning, participatory design, and sustainable local financing.

Originality/value: This study provides one of the few empirical analyses of sustainability challenges in Uganda's health and sanitation projects. By applying Institutional Theory, it offers a systemic view of how governance, leadership, and community legitimacy shape project continuity and resilience.

目的:本研究探讨了尽管有大量投资、支持性政策和全球承诺,乌干达的健康和卫生项目仍难以实现可持续性的原因。设计/方法/方法:在制度理论的指导下,本研究采用定性设计,包括与项目经理、政府官员、非政府组织工作人员、卫生检查员和社区动员者进行的21次半结构化访谈。使用Nvivo对数据进行主题分析。研究结果:结果表明,治理碎片化、政策一致性弱和短期捐助周期制约了制度一致性。社区所有权低、反馈系统薄弱以及捐助者与地方权力失衡削弱了问责制,而领导差距、腐败和有限的技术能力进一步削弱了复原力。综上所述,这些因素解释了为什么乌干达保健和卫生部门的可持续性仍然难以制度化。实际影响:该研究呼吁在国家机构框架内整合干预措施,加强地方问责制,并加强道德和技术领导。捐助者和决策者应支持长期学习、参与式设计和可持续的地方融资。原创性/价值:本研究提供了对乌干达健康和卫生项目中可持续性挑战的少数实证分析之一。通过运用制度理论,它提供了一个系统的观点,如何治理,领导和社区合法性塑造项目的连续性和弹性。
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引用次数: 0
Financial management behavior among Brazilian physicians: evidence for financial education and policy development. 巴西医生的财务管理行为:金融教育和政策发展的证据。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-23 DOI: 10.1108/IJHCQA-04-2025-0058
Erlon Andrade, Antonio Lopo Martinez, Ney Boa Sorte, Plínio Roberto Souza Sodré, Francinaldo Lobato Gomes, Fabio Antonio Venancio, Laís Pinho Cruz, Paulo Sergio Lins Perazzo

Purpose: This study aims to identify the demographic, professional and regional determinants of financial management behavior among Brazilian physicians and discuss the implications for medical education and policy.

Design/methodology/approach: A cross-sectional online survey (n = 422) was conducted using an adapted 15-item Financial Management Behavior Scale (FMBS). The internal consistency was satisfactory (Cronbach's α = 0.758; McDonald's ω = 0.783). Group differences across FMBS terciles were assessed with chi-square/Fisher and Kruskal-Wallis tests; associations were examined via logistic regressions contrasting middle and upper terciles with the lower terciles (reference).

Findings: Positive behaviors were more frequent among men, older physicians and those practicing in the Southeast. In multivariable models, women had lower odds of being in the high-performing tercile (OR˜0.53, 95% CI 0.31-0.91); physicians aged = 50 years had markedly higher odds (OR˜27.3, 2.36-315.8); practice in the Southeast was associated with ˜three three-fold higher odds versus Central West. The FMBS subscales increased monotonically across terciles, especially Savings/Investments and Insurance (p < 0.001).

Research limitations/implications: This study is limited by its cross-sectional design, which prevents causal inference, and by the reliance on self-reported data, which may introduce response bias. The exclusion of incomplete surveys might also have reduced representativeness. Future research should employ longitudinal designs and intervention-based studies to assess the long-term impact of financial education programs on physicians' financial behavior.

Practical implications: The findings support targeted financial counseling for early careers and female physicians and the curricular integration of personal finance in medical training.

Social implications: Aligning physician-focused initiatives with national financial education efforts may reduce the gender and regional gaps.

Originality/value: The first nationwide analysis of Brazilian physicians' financial management behaviors used a culturally adapted FMBS and linked regional disparities to actionable education and policy levers.

目的:本研究旨在确定巴西医生财务管理行为的人口统计学、专业和区域决定因素,并讨论其对医学教育和政策的影响。设计/方法/方法:一项横断面在线调查(n = 422)使用了一份改编的15项财务管理行为量表(FMBS)。内部一致性较好(Cronbach’s α = 0.758; McDonald’s ω = 0.783)。采用卡方/Fisher检验和Kruskal-Wallis检验评估FMBS各品种的组间差异;通过对比中上层阶梯与下层阶梯的逻辑回归来检验相关性(参考文献)。研究发现:积极行为在男性、老年医生和东南部执业医生中更为常见。在多变量模型中,女性进入高性能不育系的几率较低(OR≈0.53,95% CI 0.31-0.91);年龄= 50岁的医生有明显更高的几率(OR≈27.3,2.36-315.8);东南地区的实践与中西部地区相比,可能性高出三倍。FMBS子量表在各个领域单调增加,尤其是储蓄/投资和保险(p)研究局限性/启示:本研究受到其横断面设计的限制,这阻止了因果推理,并且依赖于自我报告的数据,这可能会引入反应偏差。排除不完整的调查也可能降低代表性。未来的研究应采用纵向设计和基于干预的研究来评估理财教育项目对医生理财行为的长期影响。实际意义:研究结果支持对早期职业和女医生进行有针对性的财务咨询,以及在医学培训中整合个人理财课程。社会影响:将以医生为中心的举措与国家金融教育工作相结合,可能会减少性别和地区差距。原创性/价值:首次在全国范围内分析巴西医生的财务管理行为,使用了一种适应文化的FMBS,并将地区差异与可操作的教育和政策杠杆联系起来。
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引用次数: 0
Assessing the hospital pharmacy preparedness to mass casualty incidents. 评估医院药房应对大规模伤亡事件的准备工作。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-18 DOI: 10.1108/IJHCQA-10-2025-0175
Hesham Metwalli Mousli, Hagar Elmasry, Elsayed Mousa, Mahitab Ouda, Nayera Elsayed, Mohamed Metwally Mosly

Purpose: This study aims to assess the current state of awareness and preparedness for Mass Casualty Incidents (MCIs) among hospital pharmacies in Egypt, focusing on the availability of disaster plans either for pharmacy or for a hospital as a whole, participation in drills and the perceived adequacy of essential medication stocks.

Design/methodology/approach: A descriptive, cross-sectional study was conducted using a validated, self-administered questionnaire distributed to licensed pharmacists across various public, private, and university teaching hospitals, across different governorates in Egypt.

Findings: Our findings show significant gaps in preparedness and awareness of many aspects of the mass causality events' handling. While just over half of participants reported that they have a pharmacy-specific disaster plan, over a third (36.6%) were unaware of their hospital's overall disaster plan. A striking 75% of pharmacists had never participated in a disaster drill. Confidence in medication stocks was high for common drugs like analgesics (70.3% agreed adequate). 65.4% of pharmacists reporting that chemical weapon antidote stocks were insufficient. Larger, better-resourced hospitals were significantly more likely to have a formal disaster plan.

Originality/value: This research is the first focused examination of hospital pharmacy preparedness for MCIs in Egypt, which fills a significant gap in the national and regional literature. The findings provide novel, practical evidence that goes beyond intuitive opinion to identify specific readiness gaps, offering a critical foundation for stakeholders to build on.

目的:本研究旨在评估埃及医院药房对大规模伤亡事件(MCIs)的认识和准备现状,重点关注药房或整个医院的灾害计划的可用性、参与演习和基本药物储备的充足性。设计/方法/方法:采用一份经过验证的、自我管理的问卷进行了一项描述性横断面研究,该问卷向埃及不同省份的各种公立、私立和大学教学医院的执业药剂师分发。研究结果:我们的研究结果表明,在大规模因果事件处理的许多方面的准备和意识方面存在重大差距。虽然超过一半的参与者报告说他们有特定的药房灾难计划,但超过三分之一(36.6%)的人不知道他们医院的整体灾难计划。令人震惊的是,75%的药剂师从未参加过灾难演习。对镇痛药等常用药物库存的信心较高(70.3%认为充足)。65.4%的药师报告化学武器解毒剂库存不足。规模更大、资源更好的医院更有可能制定正式的灾难计划。原创性/价值:本研究是对埃及MCIs医院药房准备工作的首次重点检查,填补了国家和区域文献中的重大空白。调查结果提供了新颖的、实用的证据,超越了直观的意见,以确定具体的准备差距,为利益相关者提供了重要的基础。
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引用次数: 0
Validation of the Sickness Presenteeism Scale-Nurse (SPS-N) among Indian nurses and its relationship with perceived stress. 印度护士出勤率量表(SPS-N)的有效性及其与感知压力的关系。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-18 DOI: 10.1108/IJHCQA-07-2025-0099
Dinesh Kumar, Naval Garg

Purpose: This study examined the reliability and validity of the Sickness Presenteeism Scale-Nurse (SPS-N) among Indian nurses.

Design/methodology/approach: Three independent studies were conducted to validate the SPS-N in the Indian context. The first study evaluated the factorial structure of the scale using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). The second study explored reliability and validity with the help of Cronbach's alpha, McDonald's omega and the Fornell and Larcker testing system. Besides, convergent and criterion validities were also assessed by examining the correlation between SPS-N, Stanford presenteeism and perceived stress scores. Lastly, test-retest reliability was evaluated in the third study.

Findings: EFA yielded a four-factor solution that explains 59.17% of the total variance. However, the two statements were part of different dimensions of the scale in comparison to the original SPS-N scale. CFA confirmed the factorial structure among Indian nurses. Also, acceptable values of Cronbach's alpha and McDonald's omega established the scale's reliability. Besides, a significant positive association of the SPS-N scores with Stanford presenteeism and perceived stress scores confirmed the scale's convergent and criterion validities.

Originality/value: The SPS-N exhibited acceptable reliability and validity, with minor modifications. The scale could be used to investigate the impact of presenteeism among Indian nurses.

目的:本研究检验印度护士出勤率量表(SPS-N)的信度和效度。设计/方法/方法:进行了三项独立研究,以在印度背景下验证SPS-N。第一项研究使用探索性因子分析(EFA)和验证性因子分析(CFA)评估量表的因子结构。第二项研究通过Cronbach's alpha, McDonald's omega和Fornell and Larcker测试系统来探索信度和效度。此外,我们还通过检验SPS-N、斯坦福出勤与感知压力得分的相关性来评估收敛效度和标准效度。最后,在第三项研究中评估了重测信度。结果:EFA产生了一个四因素解决方案,解释了59.17%的总方差。然而,与原来的SPS-N量表相比,这两个陈述是量表不同维度的一部分。CFA证实了印度护士的因子结构。此外,Cronbach's alpha和McDonald's omega的可接受值确定了量表的可靠性。此外,SPS-N得分与斯坦福出勤和感知压力得分显著正相关,证实了量表的收敛性和标准效度。原创性/价值:SPS-N表现出可接受的信度和效度,有轻微的修改。该量表可用于调查出勤对印度护士的影响。
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引用次数: 0
Impact of machine learning on spare parts availability for critical medical devices: a supervised machine learning perspective. 机器学习对关键医疗设备备件可用性的影响:监督机器学习的视角。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-17 DOI: 10.1108/IJHCQA-05-2025-0063
F H P A Dattu, S T Syed Shazali, S J Tanjong, Nurlaila Rosli, Abdul Rani Achmed Abdullah
<p><strong>Purpose: </strong>This paper seeks to improve the reliability and quality of operation of the critical medical equipment methods through the combination of failure mode and effects analysis (FMEA) and supervised machine learning (ML) approaches to predictive spare parts management. The paper aims to reduce downtime, optimise the maintenance planning and increase the quality of healthcare services in general by advanced decision support.</p><p><strong>Design/methodology/approach: </strong>A dataset comprising 2,800 maintenance records from six hospitals, covering 10 categories of medical devices including ventilators, dialysis machines, infusion pumps and computed tomography scanners, was analysed. The FMEA was initially used to calculate risk priority numbers (RPNs) to indicate the criticality of devices and their probability of failure. These RPNs were used as input features to three supervised ML models, which are the random forest (RF), the artificial neural network (ANN) and the support vector machine (SVM). Each model underwent grid-search hyperparameter tuning and five-fold stratified cross-validation to ensure reproducibility. The accuracy, precision, recall, F1-score and area under the curve were used to evaluate the models.</p><p><strong>Findings: </strong>The accuracy of the RF model and ANN was 1.00 with an F1-score of 0.90 and SVM had the highest recall of 0.94, implying that it is more sensitive in identifying actual spare parts replacement requirements. The combined failure mode and effects analysis-machine learning model enhanced the availability of spare parts by an estimated 12-15% in all hospital locations. The strength and discriminative performance of the proposed models were tested with the help of visual analysis through confusion matrices and receiver operating characteristic curves. These outcomes demonstrate how predictive analytics can strengthen maintenance traceability and ensure continuity of patient-care equipment.</p><p><strong>Research limitations/implications: </strong>The suggested hybrid structure assists in data-based maintenance planning within the biomedical engineering departments of hospitals. It helps minimise the downtime, promote patient safety and increase the adherence to the healthcare quality standards, including International Organization for Standardization 13485 and Joint Commission International accreditation, by predicting replacement requirements and aligning them with inventory management. The model is also consistent with United Nations Sustainable Development Goals (SDGs) (SDG 3: Good Health and Well-Being and SDG 12: Responsible Consumption and Production).</p><p><strong>Practical implications: </strong>Hospitals can optimise inventory planning and preventive maintenance scheduling.</p><p><strong>Social implications: </strong>Improved equipment availability supports better patient care and healthcare reliability.</p><p><strong>Originality/value: </strong>This study is one of the
目的:本文旨在通过故障模式和影响分析(FMEA)与监督式机器学习(ML)方法相结合的方法来提高关键医疗设备的可靠性和运行质量。本文旨在通过先进的决策支持减少停机时间,优化维护计划并提高医疗保健服务的质量。设计/方法/方法:分析了一个包含6家医院2 800份维护记录的数据集,涵盖呼吸机、透析机、输液泵和计算机断层扫描等10类医疗设备。FMEA最初用于计算风险优先级数(rpn),以指示设备的临界性及其故障概率。将这些rpn作为三种监督机器学习模型的输入特征,分别是随机森林(RF)、人工神经网络(ANN)和支持向量机(SVM)。每个模型都经过网格搜索超参数调整和五倍分层交叉验证以确保可重复性。采用正确率、精密度、召回率、f1评分和曲线下面积对模型进行评价。结果发现:射频模型和人工神经网络的准确率为1.00,f1得分为0.90,支持向量机的召回率最高,为0.94,表明其在识别实际备件更换需求方面更为敏感。结合故障模式和影响分析-机器学习模型,所有医院的备件可用性估计提高了12-15%。通过混淆矩阵和接收者工作特征曲线的可视化分析,对所提模型的强度和判别性能进行了测试。这些结果表明,预测分析可以加强维护可追溯性,并确保患者护理设备的连续性。研究限制/启示:建议的混合结构有助于医院生物医学工程部门基于数据的维护规划。通过预测替换需求并将其与库存管理相结合,它有助于最大限度地减少停机时间、提高患者安全并提高对医疗保健质量标准(包括国际标准化组织13485和联合委员会国际认证)的遵守程度。该模式也符合联合国可持续发展目标(可持续发展目标3:良好健康和福祉以及可持续发展目标12:负责任的消费和生产)。实际意义:医院可以优化库存计划和预防性维护计划。社会影响:改进的设备可用性支持更好的患者护理和医疗保健可靠性。原创性/价值:本研究是结合基于fmea的临界度量和监督ML模型(RF、ANN和SVM)来优化医院维护的开创性研究之一。它提供了一个清晰易懂的系统,将传统的可靠性工程和智能决策支持系统连接起来,从而在医疗质量保证和可持续性绩效方面获得可量化的收益。
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引用次数: 0
Expression of concern: Role of a hospital accreditation program in developing a process management system: a qualitative study. 关注表达:医院认证项目在开发过程管理系统中的作用:一项定性研究。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-11 DOI: 10.1108/IJHCQA-10-2025-0172
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引用次数: 0
Using a person-centred model of Lean Six Sigma to support process improvement within a paediatric primary eye care clinic. 使用以人为本的精益六西格玛模型来支持儿科初级眼保健诊所的流程改进。
IF 2.2 Q4 HEALTH POLICY & SERVICES Pub Date : 2025-12-11 DOI: 10.1108/IJHCQA-02-2025-0015
Christine Bourke, Aaron Mullaniff, Bobby Tang, Oriyomi Waya, Sean Paul Teeling

Purpose: Process improvement methodologies such as Lean Six Sigma are increasingly being deployed to address inefficiencies in healthcare. Simultaneously, global policy and strategy development stress the value of person-centredness in healthcare. This paper examines the application of a Person-Centred Lean Six Sigma Model (PCLSSM) to improve processes in a paediatric eye care clinic, specifically focusing on streamlining the referral system and optimising the clinic environment.

Design/methodology/approach: A quasi-experimental, single-site, pretest-posttest study was conducted over nine months using the Lean Six Sigma define, measure, analyse, improve and control (DMAIC) framework. Data were gathered through Voice of the Customer (VOC) sessions, Gemba observations, process mapping and referral letter audits. Key stakeholders, including clinicians, administrative staff and parents, co-designed the interventions to enhance efficiency and patient experience.

Findings: The application of the PCLSSM resulted in a 46% increase in right-first-time referral accuracy, a 20% reduction in referral processing time, a 13% increase in staff confidence in the referral system, a 158% improvement in staff satisfaction with workload and a 104% rise in child and parent satisfaction with their clinic experience. The implementation of an electronic referral system and an improved clinic environment contributed to these improvements.

Originality/value: This study is the first to integrate a person-centred approach with Lean Six Sigma in paediatric ophthalmology. The findings demonstrate the potential of combining process improvement methodologies with person-centred principles to enhance operational efficiency and stakeholder satisfaction. This approach can serve as a model for similar outpatient settings seeking to improve service delivery and patient experience.

目的:流程改进方法,如精益六西格玛,越来越多地被用于解决医疗保健行业的低效率问题。同时,全球政策和战略发展强调以人为本的价值在医疗保健。本文研究了以人为本的精益六西格玛模型(PCLSSM)的应用,以改善儿科眼科护理诊所的流程,特别侧重于简化转诊系统和优化诊所环境。设计/方法/方法:采用精益六西格玛定义、测量、分析、改进和控制(DMAIC)框架,进行了为期9个月的准实验、单站点、前测后测研究。通过客户之声(VOC)会议、Gemba观察、流程映射和推荐信审计收集数据。包括临床医生、行政人员和家长在内的主要利益攸关方共同设计了干预措施,以提高效率和患者体验。结果:PCLSSM的应用使首次转诊的准确性提高了46%,转诊处理时间减少了20%,工作人员对转诊系统的信心提高了13%,工作人员对工作量的满意度提高了158%,儿童和家长对其诊所体验的满意度提高了104%。电子转诊系统的实施和诊所环境的改善促进了这些改善。独创性/价值:本研究首次将以人为本的方法与精益六西格玛在儿科眼科中结合起来。研究结果表明,将流程改进方法与以人为本的原则相结合,可以提高运营效率和利益相关者满意度。这种方法可以作为一个模型,为类似的门诊设置寻求改善服务提供和病人的经验。
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引用次数: 0
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INTERNATIONAL JOURNAL OF HEALTH CARE QUALITY ASSURANCE
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