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From fear to empowerment: the impact of employees AI awareness on workplace well-being - a new insight from the JD-R model.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-30 DOI: 10.1108/JHOM-06-2024-0229
Francisca Arboh, Xiaoxian Zhu, Samuel Atingabili, Elizabeth Yeboah, Emmanuel Kwateng Drokow
<p><strong>Purpose: </strong>The primary purpose of the study was to explore the impact of health workers' awareness of artificial intelligence (AI) on their workplace well-being, addressing a critical gap in the literature. By examining this relationship through the lens of the Job demands-resources (JD-R) model, the study aimed to provide insights into how health workers' perceptions of AI integration in their jobs and careers could influence their informal learning behaviour and, consequently, their overall well-being in the workplace. The study's findings could inform strategies for supporting healthcare workers during technological transformations.</p><p><strong>Design/methodology/approach: </strong>The study employed a quantitative research design using a survey methodology to collect data from 420 health workers across 10 hospitals in Ghana that have adopted AI technologies. The study was analysed using OLS and structural equation modelling.</p><p><strong>Findings: </strong>The study findings revealed that health workers' AI awareness positively impacts their informal learning behaviour at the workplace. Again, informal learning behaviour positively impacts health workers' workplace well-being. Moreover, informal learning behaviour mediates the relationship between health workers' AI awareness and workplace wellbeing. Furthermore, employee learning orientation was found to strengthen the effect of AI awareness on informal learning behaviour.</p><p><strong>Research limitations/implications: </strong>While the study provides valuable insights, it is important to acknowledge its limitations. The study was conducted in a specific context (Ghanaian hospitals adopting AI), which may limit the generalizability of the findings to other healthcare settings or industries. Self-reported data from the questionnaires may be subject to response biases, and the study did not account for potential confounding factors that could influence the relationships between the variables.</p><p><strong>Practical implications: </strong>The study offers practical implications for healthcare organizations navigating the digital transformation era. By understanding the positive impact of health workers' AI awareness on their informal learning behaviour and well-being, organizations can prioritize initiatives that foster a learning-oriented culture and provide opportunities for informal learning. This could include implementing mentorship programs, encouraging knowledge-sharing among employees and offering training and development resources to help workers adapt to AI-driven changes. Additionally, the findings highlight the importance of promoting employee learning orientation, which can enhance the effectiveness of such initiatives.</p><p><strong>Originality/value: </strong>The study contributes to the existing literature by addressing a relatively unexplored area - the impact of AI awareness on healthcare workers' well-being. While previous research has focused on the
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引用次数: 0
Identifying categories of patient-driven health services innovation: insights from Taiwan's health services sector.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-29 DOI: 10.1108/JHOM-05-2024-0201
Chen-Wei Yang

Purpose: This study aims to build a typology of patient-driven health services innovation (PDHSI) and propose their relationships with healthcare quality.

Design/methodology/approach: Guided by value co-creation theory (VCC), this study adopted in-depth interviews and focus groups to collect qualitative data in Taiwan's health services sector. The collected data were analyzed using manual thematic analysis, following the standard procedures for transcribing, encoding and identifying themes. This approach allowed for a comprehensive identification of unique types of PDHSI.

Findings: This study found four types of PDHSI. They are Human-Computer Interaction Mode (HCIM), Online Social Network Mode (OSNM), Co-created Decision-Making Mode (CDM) and Channel Complementarity Mode (CCM). This study defines these typologies and explains their fundamental properties, key outcomes and important determinants. Finally, through qualitative analysis, four propositions on the relationship between health services innovation and health service quality are put forward.

Practical implications: By constructing a patient-driven typology of health services innovation, this study helps medical institutions understand the strategic behavior of the doctor-patient relationship, to improve the quality of medical service and contribute to patient education and consulting practice.

Originality/value: This study contributes to the theoretical understanding of PDHSI by identifying and categorizing the types of such innovations. It provides a comprehensive typology that is useful for both academic research and practical application in healthcare management. This typology offers new insights into the roles of patients in co-creating healthcare services, addressing a gap in the existing literature regarding PDHSI and supporting the development of patient-centered approaches to healthcare.

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引用次数: 0
A systematic review of AI-based chatbot usages in healthcare services.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-28 DOI: 10.1108/JHOM-12-2023-0376
K Mohamed Jasim, A Malathi, Seema Bhardwaj, Eugene Cheng-Xi Aw

Purpose: This systematic literature review aims to provide a comprehensive and structured synthesis of the existing knowledge about chatbots in healthcare from both a theoretical and methodological perspective.

Design/methodology/approach: To this end, a systematic literature review was conducted with 89 articles selected through a SPAR-4-SLR systematic procedure. The document for this systematic review was collected from Scopus database. The VoSviewer software facilitates the analysis of keyword co-occurrence to form the fundamental structure of the subject field.

Findings: In addition, this study proposes a future research agenda revolving around three main themes such as (1) telemedicine, (2) mental health and (3) medical information.

Originality/value: This study underscores the significance, implications and predictors of chatbot usage in healthcare services. It is concluded that adopting the proposed future direction and further research on chatbots in healthcare will help to refine chatbot systems to better meet the needs of patients.

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引用次数: 0
Optimizing health system volume flexibility: key determinants and strategies during the COVID-19 crisis.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-28 DOI: 10.1108/JHOM-08-2023-0249
Seongwon Choi, Thomas Powers

Purpose: The need to match highly variable demand for healthcare services with existing capacity has been a significant health system challenge experienced by the COVID-19 pandemic. Despite mounting research on various COVID-19 responses in the recent literature, there has not been a structured review examining key determinants of health system volume flexibility. The focus of the present research is to review recent literature based on a conceptual framework developed based on the volume flexibility literature on COVID-19. The review also provides a meaningful way to guide practice and future research in the area.

Design/methodology/approach: A literature review was performed guided by the theoretical frameworks developed in the previous volume of flexibility literature. Selected research papers were reviewed and analyzed to identify key determinants of health system volume flexibility.

Findings: Seven determinants of health system volume flexibility under three domains (demand management, capacity management, and performance) included demand management strategies, integration, capacity management strategies, workforce management, technology, quality of disease outcomes, and health system knowledge.

Originality/value: The research provides both health systems researchers as well as practitioners with a foundational conceptual framework and knowledge related to health system volume flexibility. In addition, this research identifies future research areas to expand knowledge relevant to health system volume flexibility.

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引用次数: 0
Mentoring as a management practice to retain newly certified professionals in healthcare organisations.
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-27 DOI: 10.1108/JHOM-12-2023-0370
Roy Liff, Airi Rovio-Johansson

Purpose: The purpose of this study is to investigate how mentors can convince young, certified, inexperienced employees to remain in a healthcare organisation, and how mentors address "stay or quit" when mentees' lived experiences reveal feelings of insufficiency as crisis in their daily work. We explore how turnover is affected by the mentors' and mentees' discussions within the manager's domain.

Design/methodology/approach: Within the framework of crisis management, the study employs qualitative content analysis of 21 interview responses from mentors, mentees and managers. The analysis includes mentees' answers, which are analysed in terms of "weak signals" based on lived experiences and mentors' and managers' answers in terms of different capabilities to increase mentees' wish to remain in the organisation.

Findings: The results show that the deep relationship between the mentee and the mentor is crucial. It is possible for the mentor to detect weak signals from the mentee's thoughts, doubts and lived experiences. The study extends the understanding of a more subtle mechanism the mentor uses in the close relation to the mentee, alongside the manager. The findings confirm those of previous research concerning improved job satisfaction and self-improvement in the profession.

Practical implications: The findings explain why mentors, as necessary organisational resources, can contribute more successfully than managers to keeping young employees.

Originality/value: The study links the crucial relational mentorship to increased willingness to remain in an organisation among young mentees without career support.

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引用次数: 0
Work-based learning: a catalyst for leadership, organizational development and economic growth in Tennessee. 基于工作的学习:田纳西州领导力、组织发展和经济增长的催化剂。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-21 DOI: 10.1108/JHOM-07-2024-0312
Stephanie Bilderback

Purpose: This paper explores the significance of work-based learning in the context of leadership development, organizational growth and the promising economic success in Tennessee organizations. It aims to investigate the practical implications of work-based learning, focusing on its role in enhancing leadership capabilities, fostering innovation and contributing to a prosperous economic future.

Design/methodology/approach: The research employs a systematic literature review to examine existing studies on work-based learning, leadership development, organizational growth and economic success in Tennessee. It also involves data collection from various sources, including government agencies, colleges and organizations in the state. The collected data are rigorously verified and cross-referenced to ensure reliability and relevance.

Findings: The findings emphasize the transformative potential of work-based learning initiatives in Tennessee. They reveal that work-based learning programs are vital in developing influential leaders, fostering a culture of learning and innovation and contributing to economic competitiveness. The research also highlights the interconnectedness of leadership development, organizational growth and economic success, emphasizing the critical role of work-based learning in driving positive outcomes in all these dimensions.

Originality/value: This research contributes to the existing body of knowledge by emphasizing the practical applicability of work-based learning findings. It provides insights into the unique context of Tennessee organizations and their motivations, challenges and opportunities related to work-based learning. The research also outlines recommendations and future research directions to bridge the gap between theory and practice, enhancing the impact of work-based learning initiatives in Tennessee and beyond. The insights gained can assist other states and industries in developing effective work-based learning programs tailored to their specific economic needs and industry demands, fostering broader economic prosperity.

目的:本研究旨在探讨工作学习在领导力发展、组织成长和经济成功的背景下的意义。它旨在调查以工作为基础的学习的实际意义,重点关注其在提高领导能力、促进创新和促进繁荣经济未来方面的作用。​它还涉及从各种来源收集数据,包括政府机构、大学和州内组织。收集的数据经过严格验证和交叉引用,以确保可靠性和相关性。研究结果:研究结果强调了田纳西州基于工作的学习计划的变革潜力。研究表明,以工作为基础的学习项目对于培养有影响力的领导者、培养学习和创新的文化以及提高经济竞争力至关重要。该研究还强调了领导力发展、组织成长和经济成功之间的相互联系,强调了基于工作的学习在推动所有这些方面取得积极成果方面的关键作用。原创性/价值:本研究通过强调基于工作的学习结果的实际适用性,对现有的知识体系做出了贡献。它提供了对田纳西州组织及其动机的独特背景的见解,与基于工作的学习相关的挑战和机遇。该研究还概述了建议和未来的研究方向,以弥合理论与实践之间的差距,增强田纳西州及其他地区基于工作的学习倡议的影响。所获得的见解可以帮助其他州和行业根据其特定的经济需求和行业需求制定有效的基于工作的学习计划,从而促进更广泛的经济繁荣。
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引用次数: 0
Viewpoints of nurse auditors regarding the profession: a qualitative study. 护士审核员对职业的看法:一项质性研究。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-21 DOI: 10.1108/JHOM-05-2024-0209
Ana Luiza Ferreira Aydogdu

Purpose: This study aims to understand the experiences of Brazilian nurse auditors in the practice of their profession, exploring the importance, challenges, rewards and strategies related to the occupation.

Design/methodology/approach: This is a qualitative descriptive study conducted with 44 nurse auditors. An online, open-ended questionnaire was used. Thematic content analysis was performed.

Findings: Five themes were identified: (1) functions of a nurse auditor; (2) skills required for a nurse auditor; (3) learning to be a nurse auditor; (4) advantages of being a nurse auditor and (5) challenges faced by a nurse auditor. Also, a total of 16 subthemes were presented.

Research limitations/implications: The study critically examined essential aspects of auditing through the lens of nurse auditors, addressing a relevant topic. However, limitations must be acknowledged, including the use of self-report questionnaires, regional representation disparities, the scarcity of international articles on the topic and potential researcher bias.

Practical implications: The study underscores the importance of increasingly integrating nurse auditors into the workforce while emphasizing the need to enhance the capacitation of these professionals through theoretical and practical education. It highlights the significance of educating other multidisciplinary team members about the nurse auditor's crucial role in fostering teamwork and ensuring the quality of healthcare services.

Originality/value: To the best of the author's knowledge, this is the first study conducted with Brazilian nurse auditors, exploring crucial aspects of auditing from the perspective of these professionals. Understanding the critical role of nurse auditors in maintaining and improving healthcare quality can enhance public trust in healthcare systems.

目的:本研究旨在了解巴西护士审核员在其职业实践中的经验,探讨与该职业相关的重要性、挑战、奖励和策略。设计/方法/方法:这是一项由44名护士审核员进行的定性描述性研究。使用了一份在线开放式问卷。进行主题内容分析。结果:确定了五个主题:(1)护士审核员的功能;(2)护士审核员所需的技能;(3)学习做护士审核员;(4)护士审核员的优势和(5)护士审核员面临的挑战。此外,共提出了16个分主题。研究局限性/启示:该研究通过护士审核员的视角批判性地考察了审计的基本方面,解决了相关主题。然而,必须承认局限性,包括使用自我报告问卷,地区代表性差异,关于该主题的国际文章的稀缺性以及潜在的研究者偏见。实践意义:该研究强调了越来越多地将护士审核员纳入劳动力队伍的重要性,同时强调了通过理论和实践教育提高这些专业人员能力的必要性。它强调了教育其他多学科团队成员关于护士审核员在培养团队合作和确保医疗服务质量方面的关键作用的重要性。原创性/价值:据作者所知,这是第一个与巴西护士审计人员进行的研究,从这些专业人员的角度探讨审计的关键方面。了解护士审核员在维持和提高医疗保健质量方面的关键作用,可以增强公众对医疗保健系统的信任。
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引用次数: 0
Optimising efficiency and patient-centredness in general hospitals: insights from data envelopment and matrix analysis. 优化综合医院的效率和以患者为中心:来自数据包络和矩阵分析的见解。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-21 DOI: 10.1108/JHOM-07-2024-0302
Hyunseo Lee, Minsung Sohn, Mankyu Choi

Purpose: Medical institutions face management challenges from intense competition and an unclear link between patient-centredness and profitability. This study examined the association between efficiency and patient-centredness in general hospitals and identified management strategies to optimise both.

Design/methodology/approach: Data from the 2021 patient experience evaluation by the Health Insurance Review and Assessment Service and financial statements from the Korea Health Industry Development Institute for general hospitals in South Korea were used. Efficiency scores and patient-centredness were determined for 256 general hospitals using data envelopment analysis (DEA), and their relationships were analysed through matrix analysis. The Kruskal-Wallis and Mann-Whitney tests assessed group differences identified through matrix analysis.

Findings: Efficiency and patient-centredness can be improved concurrently. Hospitals in the highest efficiency group reported significantly higher average inpatient revenue per 100 beds (179.67) and net profit (158.84) than those in lower-performing groups (p < 0.001). Optimal management of hospital beds and specialised diagnostic equipment per 100 beds was associated with higher efficiency scores, while a greater number of doctors and nurses positively influenced patient-centredness metrics. Therefore, general hospitals should invest in personnel and resources to enhance efficiency and patient-centredness, achieving optimal financial and operational outcomes.

Originality/value: This study combines DEA and matrix analysis to explore the link between hospital efficiency and patient-centredness, using recent data on patient experience and financials from South Korean hospitals. It identifies strategies to enhance both dimensions.

目的:医疗机构面临着激烈竞争和以患者为中心与盈利能力之间不明确联系的管理挑战。本研究考察了综合医院效率和以患者为中心之间的关系,并确定了优化两者的管理策略。设计/方法/方法:使用来自健康保险审查和评估服务机构2021年患者体验评估的数据和韩国保健产业发展研究院针对韩国综合医院的财务报表。采用数据包络分析(DEA)确定256家综合医院的效率评分和以患者为中心,并通过矩阵分析分析两者之间的关系。Kruskal-Wallis和Mann-Whitney测试评估了通过矩阵分析确定的组差异。结果:效率和以患者为中心可以同时提高。效率最高组的医院报告的每100张病床的平均住院收入(179.67)和净利润(158.84)明显高于效率较低组的医院(p独创性/价值:本研究结合DEA和矩阵分析,利用韩国医院最近的患者体验和财务数据,探索医院效率和以患者为中心之间的联系。它确定了加强这两个方面的战略。
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引用次数: 0
The influence of continuous improvement and clinical practice on emergency department (ED) operational performance. 持续改进与临床实践对急诊科运营绩效的影响。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-17 DOI: 10.1108/JHOM-05-2024-0194
Kristina Mitreska, Milé Terziovski, Andrew Rixon

Purpose: The study tests the relationships between continuous improvement (CI) and clinical practices (CP) with perceived operational performance in Australian and New Zealand (NZ) emergency departments.

Design/methodology/approach: A survey instrument was designed to collect data from Australian and NZ Emergency Department physicians to test a model developed from the literature, the continuous improvement and clinical practice (CICP) model. Hypotheses were developed and tested using bivariate correlation analysis and multiple regression analysis.

Findings: ED operational performance is positively impacted by CI culture, reinforced by an established CI governance structure built on employee education of CI tools and methods. The lack of nonclinical time allocation for CI activities has remained a major impediment for the implementation of a sustainable CI culture. The study found physicians experience tension between continuous improvement and clinical practice.

Practical implications: Developing a CI mindset across all levels of emergency departments would encourage staff to embrace change to support the implementation of CI and to improve clinical practices. The study highlights potential implications for national bodies, academics, policymakers and ED physicians. Study insights suggest that continuous improvement and effective clinical practices are crucial for enhancing ED performance results in their day-to-day responsibilities.

Originality/value: The paper is original by applying methodological rigour to identify the best predictors of performance in EDs and how a theoretical causal model can be tested to identify the best predictors of operational performance in EDs.

目的:研究澳大利亚和新西兰(NZ)急诊科持续改进(CI)和临床实践(CP)与感知操作绩效之间的关系。设计/方法/方法:设计了一种调查工具来收集澳大利亚和新西兰急诊科医生的数据,以测试从文献中开发的模型,即持续改进和临床实践(CICP)模型。采用双变量相关分析和多元回归分析提出假设并进行检验。研究发现:ED的运营绩效受到CI文化的积极影响,并通过建立在CI工具和方法的员工教育基础上的已建立的CI治理结构得到加强。缺乏用于CI活动的非临床时间分配仍然是实施可持续CI文化的主要障碍。研究发现,医生在持续改善和临床实践之间存在紧张关系。实际意义:在各级急诊科培养CI思维将鼓励员工接受变革,以支持CI的实施并改善临床实践。这项研究强调了对国家机构、学术界、政策制定者和急诊科医生的潜在影响。研究结果表明,持续改进和有效的临床实践对于提高ED在日常工作中的表现至关重要。原创性/价值:本文的原创性在于运用严谨的方法来确定EDs绩效的最佳预测因素,以及如何测试理论因果模型来确定EDs运营绩效的最佳预测因素。
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引用次数: 0
Joy, sorrow and invisible work and theoretical inconveniences in the labour process of community nurses. 社区护士劳动过程中的快乐、悲伤与无形劳动与理论不便。
IF 1.7 4区 医学 Q3 HEALTH POLICY & SERVICES Pub Date : 2025-01-15 DOI: 10.1108/JHOM-09-2023-0274
Lise Elliott, Naomi Chambers

Purpose: This paper uses data from an ethnographic study of a group of NHS community nurses in England, to analyse their work using labour process theory. A theory influenced by Marxist thinking, which is concerned with the examination of the labour process. This study of the nurses' work provides insights into their labour process, as well as proposing theoretical development relating to labour process theory.

Design/methodology/approach: The paper has been developed using data from an ethnographically oriented study of a group of community nurses. Data was produced from 140 h of field observations and also semi-structured interviews with six, community nurses. The data produced from field observations and interview transcripts were analysed thematically and theory building was developed inductively.

Findings: The analysis within this paper highlights two areas of the nurses' work and both illustrate the theoretical difficulties raised, when using labour process as a tool for analysis, as well as its usefulness. These two areas of work are aspects of invisible work and feelings of joy and sorrow; analysis of both these areas supports a theorising of a distinct relationship between nurse and patient. That is, a relationship between worker and human product, which the paper argues should be accommodated within labour process theory.

Research limitations/implications: More research is required to understand the nature of the proposed social relation in production, particularly with reference to other types of worker, in other caregiving settings. As the demands on healthcare workers and other public sector workers are likely to remain consistently high, improved analytical tools to support research into the nature of caregiving work seem both prudent and timely.

Originality/value: Labour process theory is a useful (but often under-used and rather unfashionable) tool in the analysis of service-based, public sector work. This paper proposes a theoretical development within labour process theory, which would recognise a social relation in production between a worker and their human product, based on empirical data from a study of community nurses. This theoretical development has the potential to improve the usefulness of labour process theory in the analysis of caregiving labour.

目的:本文使用的数据来自一组民族志研究NHS社区护士在英格兰,分析他们的工作使用劳动过程理论。受马克思主义思想影响的一种理论,关注对劳动过程的考察。这项研究的护士的工作提供了洞察他们的劳动过程,以及提出有关劳动过程理论的理论发展。设计/方法/方法:本文采用了一组社区护士的民族志导向研究的数据。数据来自140小时的实地观察和对6名社区护士的半结构化访谈。从实地观察和访谈记录中产生的数据进行了专题分析,并归纳地建立了理论。研究结果:本文中的分析突出了护士工作的两个领域,都说明了在使用劳动过程作为分析工具时提出的理论困难,以及它的有用性。这两个领域的工作是无形的工作和快乐与悲伤的感受;对这两个领域的分析支持了护士和病人之间独特关系的理论化。也就是说,工人和人类产品之间的关系,这篇论文认为应该适应劳动过程理论。研究局限/影响:需要更多的研究来理解生产中提出的社会关系的性质,特别是涉及其他类型的工人,在其他护理环境中。由于对卫生保健工作者和其他公共部门工作人员的需求可能一直很高,改进分析工具以支持对护理工作性质的研究似乎既谨慎又及时。原创性/价值:劳动过程理论在分析以服务为基础的公共部门工作时是一个有用的工具(但经常使用不足,而且相当不时髦)。本文提出了劳动过程理论的理论发展,这将认识到一个工人和他们的人类产品之间的生产社会关系,基于经验数据从社区护士的研究。这一理论的发展有可能提高劳动过程理论在护理劳动分析中的有用性。
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引用次数: 0
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