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Assessing health system and service delivery capacity in responding to changing disease patterns in the Philippines: an analysis using national health information system longitudinal data. 评估菲律宾卫生系统和服务提供能力以应对不断变化的疾病模式:使用国家卫生信息系统纵向数据的分析。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2026-01-05 DOI: 10.1186/s12960-025-01041-z
Yikai Feng, Roemer D Tanghal, Beatriz Ianne Laolao, Junyi Shi, Yanxin Bi, Jie Wang, Minmin Wang, Yinzi Jin, Yunguo Liu
<p><strong>Background: </strong>The Philippines is experiencing an escalating prevalence of noncommunicable diseases (NCDs). As a country with aspirations of achieving universal health coverage, it is imperative to undertake evidence-based health planning to align health service coverage and health resources with the requisite NCD-related health services in each region. This study aimed to address the following questions: (1) in light of the mounting burden of NCDs, to what extent do the health systems and service delivery capacity align with the local health service needs? (2) Which regions require greater attention? and (3) Which aspects of health system strengthening should be prioritized in these regions?</p><p><strong>Methods: </strong>Using regional, provincial, and municipal data from the Field Health Services Information System (FHSIS) Annual Report, the Philippine Statistical Yearbook, and the Philippine Health Statistics, we constructed the Noncommunicable Diseases-Health Care Need Index (NCD-HCNI) and health system and service delivery index (HSSDI) in each region. To ascertain the overall trend of these indicators across regions, we employed the average annual percent change (AAPC) for the longitudinal data of these indicators for the period 2010 to 2022 in calculating the health system development index (HSDI). The sub-indexes (for NCD-HCNI: health status index/risk factor index; for HSSDI: health service coverage index/health units index/health workforce index; for HSDI: health service coverage development index/health workforce development index) were employed to identify priority regions. Regression models and correlation analyses were used to ascertain the compatibility between the capacity of the health system and service delivery and the NCD-related health care need at the regional level.</p><p><strong>Findings: </strong>The NCD-HCNI was higher in the Davao Region (64.34), Calabarzon (61.61), National Capital Region (59.80), BARMM (49.39), and Northern Mindanao (46.11), while the HSSDI for National Capital Region (25.25) and Northern Mindanao (26.24) were comparatively lower. The HSDI was lower in the National Capital Region (31.41), Davao Region (51.38), and BARMM (65.00). A negative correlation was observed between HSSDI and NCD-HCNI at both regional (β = -0.45, p < 0.05) and provincial levels (β = -0.17, p < 0.05), indicating that there is an inverse relationship between the availability of health resources and the need for NCD-related health services in the Philippines. A positive correlation was noted between HSSDI and HSDI at the provincial and municipal levels (β = 0.20, p < 0.05), indicating that regions with low availability of health resources also exhibit health system development gaps. Specifically, the health workforce index demonstrated a negative correlation with the health status index (r = -0.29, p < 0.01), the proportion of adults aged 20 years and above with hypertension (r = -0.30, p < 0.01), and the proport
背景:菲律宾正在经历非传染性疾病(NCDs)的不断升级流行。作为一个希望实现全民健康覆盖的国家,必须进行循证卫生规划,使卫生服务覆盖面和卫生资源与每个区域所需的非传染性疾病相关卫生服务保持一致。本研究旨在解决以下问题:(1)鉴于非传染性疾病负担日益加重,卫生系统和服务提供能力在多大程度上符合当地卫生服务需求?(2)哪些区域需要更多的关注?(3)这些地区应优先加强卫生系统的哪些方面?方法:利用来自现场卫生服务信息系统(FHSIS)年度报告、菲律宾统计年鉴和菲律宾卫生统计的地区、省和市数据,我们构建了每个地区的非传染性疾病-卫生保健需求指数(NCD-HCNI)和卫生系统和服务提供指数(HSSDI)。为了确定这些指标在区域间的总体趋势,我们在计算卫生系统发展指数(HSDI)时采用了2010 - 2022年这些指标纵向数据的年均变化百分比(AAPC)。采用分项指数(非传染性疾病- hcni:健康状况指数/风险因素指数;HSSDI:卫生服务覆盖率指数/卫生单位指数/卫生人力指数;HSSDI:卫生服务覆盖率发展指数/卫生人力发展指数)来确定优先区域。使用回归模型和相关分析来确定卫生系统和服务提供能力与区域一级非传染性疾病相关卫生保健需求之间的兼容性。结果:达沃地区(64.34)、卡拉巴松(61.61)、首都地区(59.80)、BARMM(49.39)和棉兰老北部(46.11)的NCD-HCNI较高,而首都地区(25.25)和棉兰老北部(26.24)的HSSDI相对较低。国家首都地区(31.41)、达沃地区(51.38)和BARMM(65.00)的HSDI较低。在这两个区域,HSSDI和NCD-HCNI之间存在负相关(β = -0.45, p)。解释:菲律宾需要根据区域卫生需求和卫生系统发展更细化地分配卫生资源,以更有效地预防、治疗和管理ncd。吕宋岛地区(特别是国家首都地区和卡拉巴松)和棉兰老岛地区(包括达沃地区、BARMM和棉兰老岛北部)已被确定为对非传染性疾病相关卫生保健服务需求高、卫生保健服务提供能力低的优先地区。卫生人力是一个需要改进的关键领域,菲律宾政府应优先考虑卫生人力资源的培训和发展,以应对日益严重的非传染性疾病威胁。
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引用次数: 0
Too many, too soon? Challenges in medical school expansion in the United Kingdom. 太多,太快?英国医学院扩张面临的挑战。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-12-30 DOI: 10.1186/s12960-025-01038-8
Tomas Ferreira, Alexander M Collins

The persistent shortfall in medical staffing in the UK has drawn renewed focus since the government first published its NHS Long Term Workforce Plan, in which it pledged to double the capacity of UK medical schools in the context of significant bottlenecks in doctors' pathways to career progression. In this article, we challenge the viability of medical school expansion as a tool to combat the persistent workforce crisis in the NHS. Our critique contributes to the ongoing workforce planning debate, and highlights issues with clinical capacity, sustainability, and the preservation of educational standards. With an updated Long Term Workforce Plan forthcoming, we urge policymakers to implement an immediate moratorium on medical school expansion in the UK until these factors - and a viable future for the medical profession - can be guaranteed.

自从英国政府首次发布《NHS长期劳动力计划》(NHS Long Term Workforce Plan)以来,英国医疗人员的持续短缺问题再次引起人们的关注。在该计划中,英国政府承诺,在医生职业发展道路上存在重大瓶颈的背景下,将把英国医学院的容量增加一倍。在这篇文章中,我们挑战了医学院扩张的可行性,作为一种工具,以打击NHS持续的劳动力危机。我们的评论有助于正在进行的劳动力规划辩论,并突出了临床能力,可持续性和教育标准的保存问题。随着最新的长期劳动力计划即将出台,我们敦促政策制定者立即暂停英国医学院的扩张,直到这些因素——以及医疗专业的可行未来——得到保证。
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引用次数: 0
Job satisfaction among postgraduate dental students and its contributing factors: a cross-sectional analysis. 牙科研究生工作满意度及其影响因素的横断面分析。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-12-29 DOI: 10.1186/s12960-025-01039-7
Fahimeh Farzanegan, Erfan Shadi, Habibollah Esmaily, Fateme Hashemi, Arsalan Shahri

Background: This analytical cross-sectional study assessed job satisfaction, stress, and perceived social support among postgraduate dental students and identified contributing factors.

Methods: Sixty-four postgraduate dental students across 10 specialties at Mashhad Dental School participated between January and February 2024. A structured questionnaire included the Brayfield-Rothe Job Satisfaction Scale, a validated Persian Job Satisfaction Scale, the Multidimensional Scale of Perceived Social Support, and the Ryff Psychological Well-Being Scale. Demographic data were also collected. Statistical analyses examined relationships between variables, with a significance level of 0.05.

Results: The Brayfield-Rothe Scale indicated above-average job satisfaction (p < 0.05), while the Persian Job Satisfaction Scale showed below-average scores (p < 0.05). Perceived social support (p < 0.05) and psychological well-being (p < 0.05) were above average. Married students reported significantly higher satisfaction and social support (p = 0.002). Significant correlations were found between job satisfaction, perceived social support, and psychological well-being.

Conclusion: Postgraduate dental students reported high perceived social support and psychological well-being but elevated stress levels, with varying job satisfaction across scales. Married students demonstrated higher satisfaction and support. Enhancing support systems and stress-reduction strategies in dental education is recommended.

背景:本分析性横断面研究评估了牙科研究生的工作满意度、压力和感知社会支持,并确定了影响因素。方法:2024年1 - 2月,马什哈德牙科学院10个专业的64名牙科研究生参与研究。结构化问卷包括Brayfield-Rothe工作满意度量表、波斯工作满意度量表、多维感知社会支持量表和Ryff心理健康量表。还收集了人口统计数据。统计分析检验了变量之间的关系,显著性水平为0.05。结果:Brayfield-Rothe量表显示工作满意度高于平均水平(p结论:牙科研究生报告较高的感知社会支持和心理健康,但压力水平较高,不同量表的工作满意度不同。已婚学生满意度和支持度较高。建议在牙科教育中加强支持系统和减少压力的策略。
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引用次数: 0
What drives Malaysian medical students' specialty choices? Findings from the MMSCI study. 是什么驱使马来西亚医学生选择专业?来自MMSCI研究的发现。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-12-26 DOI: 10.1186/s12960-025-01042-y
Gerald Tze Zhen Ser, Zhi Sean Teng, Wei-Han Hong, Chin Hai Teo, Yang Faridah Abdul Aziz, Jamunarani Vadivelu

Introduction: The training of clinical specialists in Malaysia on completion of the undergraduate medical programme is long and expansive. In recent years, the training process has been plagued with issues of funding, recognition, insufficient training opportunities, and lack of uniformity in the delivery of the training. However, there is a dire shortage of clinical specialists across all specialties in Malaysia, especially with the increase in demand for healthcare services. An analysis of the intentions of Malaysian medical students to specialise and the factors that influence their decisions is currently lacking. This study aims to provide insights into specialty training and may inform the planning of human resources for health in the country.

Methods: This was a cross-sectional study involving 859 medical students from 21 medical schools in Malaysia. This study was part of the Malaysian Medical Students' Career Intentions (MMSCI) project. Data were collected via a self-administered online questionnaire.

Results: Majority of medical students expressed an interest to specialise (85%). The most favoured specialties were General Surgery, Paediatrics, and Obstetrics and Gynaecology. Medical students from private universities had a greater intention to specialise compared to public university students (p < 0.001). Male medical students were more likely to select a pure surgical specialty as compared to medical-based specialties (p = 0.037). Female medical students rated "Working Environment & Conditions" and "Work-Life Balance" as important factors for the choice of specialty training (p = 0.044 and p = 0.032, respectively).

Conclusion: Majority of Malaysian medical students expressed intentions to specialise. The preferences in specialty choices in our study reflect the global trends. Passion and interest were the top reasons for medical students when indicating their specialty of choice. Further studies are needed to explore the changing trends in specialty choices and the influencing factors.

简介:马来西亚临床专家在完成本科医学课程后的培训是漫长而广泛的。近年来,培训过程一直受到资金、认可、培训机会不足和培训交付缺乏一致性等问题的困扰。然而,马来西亚所有专业的临床专家都严重短缺,特别是对医疗保健服务需求的增加。目前缺乏对马来西亚医科学生选择专业的意向和影响其决定的因素的分析。这项研究旨在为专业培训提供见解,并可能为该国卫生人力资源规划提供信息。方法:这是一项横断面研究,涉及来自马来西亚21所医学院的859名医学生。本研究是马来西亚医学生职业意向(MMSCI)计划的一部分。数据通过自我管理的在线问卷收集。结果:大多数医学生(85%)表达了对专业的兴趣。最受欢迎的专业是普外科、儿科和妇产科。与公立大学的学生相比,私立大学的医学生更倾向于选择专业(p结论:大多数马来西亚医学生表达了选择专业的意愿。在我们的研究中,专业选择的偏好反映了全球趋势。热情和兴趣是医学生选择专业的主要原因。大学生专业选择的变化趋势及其影响因素有待进一步研究。
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引用次数: 0
Digitalized human resources for health information systems in low- and middle-income countries: a scoping review. 低收入和中等收入国家卫生信息系统数字化人力资源:范围审查
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-12-19 DOI: 10.1186/s12960-025-01043-x
Mari Nagai, Raymond Mufwaya-Nsene, Moe Moe Thandar, Sadatoshi Matsuoka, Sumiyo Okawa, Noriko Fujita

Background: Tracking country-wide human resources for health (HRH) information is a milestone in the global strategy for HRH 2030, and digitalized HRH information systems have been recommended by the World Health Organization. However, the implementation status differs among countries, and most systematic reviews on this topic have been conducted in high-income countries. This scoping review aimed to identify (1) stages of implementation, (2) functional components, (3) facilitators and barriers, and (4) policy impacts or outcomes of digitalized HRH information systems in low- and middle-income countries (LMICs).

Methods: The methodological framework of the Johanna Briggs Institute was used in this scoping review. English articles in two databases (PubMed and Web of Science) with publication dates ranging from inception to August 2023 were gathered, followed by a gray literature search and a reference search. Two author pairs independently performed the study selection. Data were extracted, analyzed, and presented in tabular form alongside a narrative summary.

Results: Forty studies and gray literature from 26 LMICs in Asia and Africa were included in the scoping review. Thirty-three studies and gray literature covered different stages of digitalized HRH information systems' implementation, including development, pilot, rollout, and maintenance. The HRH registry was the most common, whereas finances and migration were the least common functional components. Thirty-two studies and gray literature reported barriers and facilitators, stratified into four factors and stages. Many barriers were identified in organizational and environmental factors, especially in governance. Interoperability among multiple HRH information systems within a country is the key facilitator, where development partners play a critical role. Sixteen studies and gray literature from nine countries reported positive policy impacts/outcomes. Political commitment, strong national and subnational leadership, and coordination mechanisms among national stakeholders and development partners were key to gaining policy impact.

Conclusions: Barriers and facilitators were common across the studies, and governance factors were particularly crucial at all stages of digitalization. Our stratified methodology for analyzing facilitators and barriers can serve as an analytical framework for evaluating HRH information systems in any country. Data on the private sector and migration could be further strengthened as system components.

背景:跟踪国家卫生人力资源(HRH)信息是“2030年卫生人力资源全球战略”的一个里程碑,数字化的卫生人力资源信息系统已被世界卫生组织推荐。然而,各国的实施情况各不相同,关于这一主题的大多数系统评价都是在高收入国家进行的。该范围审查旨在确定(1)实施阶段,(2)功能组成部分,(3)促进因素和障碍,以及(4)中低收入国家(LMICs)数字化人力资源信息系统的政策影响或结果。方法:本研究采用约翰娜·布里格斯研究所的方法框架。收集了两个数据库(PubMed和Web of Science)中出版日期从成立到2023年8月的英文文章,然后进行灰色文献检索和参考文献检索。两对作者独立进行了研究选择。数据被提取、分析,并以表格形式与叙述性摘要一起呈现。结果:来自亚洲和非洲26个低收入国家的40项研究和灰色文献被纳入范围审查。33项研究和灰色文献涵盖了数字化人力资源信息系统实施的不同阶段,包括开发、试点、推出和维护。HRH登记处是最常见的,而财务和移民是最不常见的功能组成部分。32项研究和灰色文献报道了障碍和促进因素,分为四个因素和阶段。在组织和环境因素中发现了许多障碍,特别是在治理方面。一个国家内多个卫生保健信息系统之间的互操作性是关键的促进因素,发展伙伴在这方面发挥着关键作用。来自9个国家的16项研究和灰色文献报告了积极的政策影响/结果。政治承诺、强有力的国家和次国家领导以及国家利益攸关方和发展伙伴之间的协调机制是取得政策影响的关键。结论:障碍和促进因素在所有研究中都很常见,治理因素在数字化的各个阶段尤为重要。我们用于分析促进因素和障碍的分层方法可以作为评估任何国家人力资源信息系统的分析框架。关于私营部门和移徙的数据可以作为系统的组成部分得到进一步加强。
{"title":"Digitalized human resources for health information systems in low- and middle-income countries: a scoping review.","authors":"Mari Nagai, Raymond Mufwaya-Nsene, Moe Moe Thandar, Sadatoshi Matsuoka, Sumiyo Okawa, Noriko Fujita","doi":"10.1186/s12960-025-01043-x","DOIUrl":"10.1186/s12960-025-01043-x","url":null,"abstract":"<p><strong>Background: </strong>Tracking country-wide human resources for health (HRH) information is a milestone in the global strategy for HRH 2030, and digitalized HRH information systems have been recommended by the World Health Organization. However, the implementation status differs among countries, and most systematic reviews on this topic have been conducted in high-income countries. This scoping review aimed to identify (1) stages of implementation, (2) functional components, (3) facilitators and barriers, and (4) policy impacts or outcomes of digitalized HRH information systems in low- and middle-income countries (LMICs).</p><p><strong>Methods: </strong>The methodological framework of the Johanna Briggs Institute was used in this scoping review. English articles in two databases (PubMed and Web of Science) with publication dates ranging from inception to August 2023 were gathered, followed by a gray literature search and a reference search. Two author pairs independently performed the study selection. Data were extracted, analyzed, and presented in tabular form alongside a narrative summary.</p><p><strong>Results: </strong>Forty studies and gray literature from 26 LMICs in Asia and Africa were included in the scoping review. Thirty-three studies and gray literature covered different stages of digitalized HRH information systems' implementation, including development, pilot, rollout, and maintenance. The HRH registry was the most common, whereas finances and migration were the least common functional components. Thirty-two studies and gray literature reported barriers and facilitators, stratified into four factors and stages. Many barriers were identified in organizational and environmental factors, especially in governance. Interoperability among multiple HRH information systems within a country is the key facilitator, where development partners play a critical role. Sixteen studies and gray literature from nine countries reported positive policy impacts/outcomes. Political commitment, strong national and subnational leadership, and coordination mechanisms among national stakeholders and development partners were key to gaining policy impact.</p><p><strong>Conclusions: </strong>Barriers and facilitators were common across the studies, and governance factors were particularly crucial at all stages of digitalization. Our stratified methodology for analyzing facilitators and barriers can serve as an analytical framework for evaluating HRH information systems in any country. Data on the private sector and migration could be further strengthened as system components.</p>","PeriodicalId":39823,"journal":{"name":"Human Resources for Health","volume":" ","pages":"3"},"PeriodicalIF":4.3,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12809960/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What drives participation? A look at personal influences on Tanzanian nurses in project ECHO. 是什么推动了参与?在ECHO项目中,个人对坦桑尼亚护士的影响。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-12-18 DOI: 10.1186/s12960-025-00995-4
Godfrey Kacholi, Bahati Mfaki, Idda Lyatonga Swai, Mackfallen G Anasel

Introduction: The Project Extension for Community Health Care Outcomes (Project ECHO) is a renowned collaborative model of medical education and care management. This model enhances the capabilities of primary care providers through telementoring, providing a promising and cost-effective approach to augmenting healthcare professionals' knowledge. Participation in weekly ECHO sessions often falls short of expectations despite its benefits. This study examined the personal factors that influence Tanzanian nurses' engagement with Project ECHO.

Methods: We conducted a cross-sectional study involving 450 nurses from 42 primary healthcare facilities in Dar es Salaam, Tanzania. A standardised questionnaire served as the data collection tool. Descriptive analysis was performed to calculate means, frequencies and percentages for socio-demographic variables and the level of participation of nurses. Bivariate and multivariate logistic regression were used to test the association between the level of participation of nurses in ECHO sessions and their socio-demographic factors.

Results: Only 36% (n = 162) of 450 nurses attended at least two ECHO sessions (median 2, IQR 1-2). Paediatric ECHO sessions had the highest attendance (43.8%, n = 71). Ease of computer use (AOR = 1.95, p = 0.015) and ICT self-motivation (AOR = 2.08, p = 0.003) significantly increased attendance. A majority (58%) lacked personal computers. Surprisingly, adequate ICT skills lowered the likelihood of attending at least two sessions (AOR = 0.37, p < 0.001).

Conclusion: The study found low participation of nurses in ECHO sessions, with paediatric ECHO sessions showing the highest engagement. Comfort with online format and ease of instructions motivated attendance, while computer proficiency and ICT motivation were positive predictors. Surprisingly, adequate ICT skills correlated with lower participation. Enhancing basic computer literacy and ICT motivation is crucial for improved engagement. Future research should explore reasons for lower participation among digitally skilled nurses and tailor session content accordingly.

简介:社区卫生保健成果项目扩展(项目ECHO)是一个著名的医学教育和护理管理的合作模式。该模型通过远程监控增强了初级保健提供者的能力,为增加医疗保健专业人员的知识提供了一种有前途且具有成本效益的方法。参加每周一次的回声委员会会议尽管有好处,但往往达不到预期。本研究考察了影响坦桑尼亚护士参与ECHO项目的个人因素。方法:我们进行了一项横断面研究,涉及来自坦桑尼亚达累斯萨拉姆42个初级卫生保健机构的450名护士。一份标准化问卷作为数据收集工具。描述性分析用于计算社会人口变量的平均值、频率和百分比以及护士的参与水平。采用双变量和多变量逻辑回归来检验护士参与ECHO会话的水平与其社会人口因素之间的关系。结果:450名护士中只有36% (n = 162)参加了至少两次ECHO(中位数2,IQR 1-2)。儿科ECHO的出勤率最高(43.8%,n = 71)。计算机使用的便利性(AOR = 1.95, p = 0.015)和ICT自我激励(AOR = 2.08, p = 0.003)显著提高了出勤率。大多数人(58%)没有个人电脑。令人惊讶的是,足够的信息和通信技术技能降低了参加至少两次会议的可能性(AOR = 0.37, p)。结论:研究发现护士参与ECHO会议的程度较低,儿科ECHO会议的参与度最高。舒适的在线格式和教学的便利性促进出勤率,而计算机熟练程度和信息通信技术动机是积极的预测因素。令人惊讶的是,足够的信息通信技术技能与较低的参与率相关。提高基本的计算机知识和信息通信技术动机对于提高参与程度至关重要。未来的研究应探索数字技能护士参与率较低的原因,并相应地调整会议内容。
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引用次数: 0
The relationship between effort-reward imbalance and job satisfaction among primary care general practitioners in Gansu of China: the mediating role of public service motivation. 甘肃省初级保健全科医生努力-报酬失衡与工作满意度的关系:公共服务动机的中介作用。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-11-27 DOI: 10.1186/s12960-025-01036-w
Hongjing Wang, Jing Han, Jiahuan Wang, Yue Wu, Hui Cai

Background: With the development of society and the economy, along with the aging population, the demand for primary health care services is growing. As the core providers of primary healthcare services, the job satisfaction of general practitioners (GPs) directly affects the quality of healthcare services and patient satisfaction, and it is one of the key indicators for assessing the effectiveness of relevant policy implementations. However, the heavy workload of Chinese primary care physicians, their low income levels, and their weak sense of professional identity may lead to an effort-reward imbalance (ERI). Therefore, analyzing the mechanisms behind ERI in relation to GPs' job satisfaction is crucial for advancing their professional growth. This is particularly relevant in less developed regions, as it can significantly boost the performance of healthcare services, elevate the standard of primary healthcare, and ultimately contribute to the realization of universal health coverage.

Methods: This study, conducted from December 2023 to March 2024, employed a cross-sectional analysis of primary care GPs in Gansu Province, China, based on social exchange theory, to investigate whether and how ERI affects job satisfaction among primary care GPs. An electronic questionnaire survey was distributed to resident doctors who had completed their training through standardized residency training bases to test the theoretical hypotheses.

Findings: This study found that the ERI among primary care GPs in China was relatively significant (3.57/5.00). The ERI negatively affected primary care GPs' job satisfaction (B = - 0.381, p < 0.01), explaining 23.6% of the variance in job satisfaction. Additionally, public service motivation (PSM) fully mediated the relationship between ERI and primary care GPs' job satisfaction (mediation effect of - 0.500, 95% bootstrap confidence interval [- 0.818 to - 0.156]). The study also revealed that GPs in primary hospitals had higher job satisfaction, while rural order-oriented GPs experienced lower job satisfaction.

Conclusion: This study examines the detrimental effects and underlying mechanisms of ERI on the job satisfaction of primary care GPs, thereby contributing to the body of research on the factors influencing their job satisfaction. The findings underscore the importance of considering PSM as a critical intermediary when addressing ERI among primary care GPs. The conclusions offer practical insights for enhancing the job satisfaction of GPs, which, in turn, may lead to improved medical service performance in underdeveloped regions of China.

背景:随着社会经济的发展和人口的老龄化,对初级卫生保健服务的需求越来越大。全科医生作为初级卫生保健服务的核心提供者,其工作满意度直接影响到卫生保健服务质量和患者满意度,是评估相关政策实施效果的关键指标之一。然而,由于我国初级保健医生工作量大、收入水平低、职业认同感不强等原因,可能会导致努力-报酬失衡。因此,分析ERI与全科医生工作满意度相关的机制对于促进其专业成长至关重要。这在欠发达地区尤其重要,因为它可以显著提高卫生保健服务的绩效,提高初级卫生保健的标准,并最终有助于实现全民健康覆盖。方法:本研究于2023年12月至2024年3月对甘肃省初级保健全科医生进行了横断面分析,基于社会交换理论,探讨ERI是否以及如何影响初级保健全科医生的工作满意度。对通过标准化住院医师培训基地完成培训的住院医师进行电子问卷调查,检验理论假设。结果:本研究发现,中国初级保健全科医生的ERI相对显著(3.57/5.00)。结论:本研究探讨了ERI对初级保健全科医生工作满意度的不利影响及其潜在机制,从而为影响初级保健全科医生工作满意度的因素研究提供了基础。研究结果强调了在解决初级保健全科医生的ERI问题时,将PSM作为关键中介的重要性。研究结果对提高全科医生的工作满意度具有重要的现实意义,并有助于改善中国欠发达地区的医疗服务绩效。
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引用次数: 0
Activity-based planning of primary care utilization in a model of prospective demand for workforce. 在劳动力预期需求模型中,初级保健利用的基于活动的规划。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-11-27 DOI: 10.1186/s12960-025-01040-0
Ilja Stepanov, Igor Sheiman
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引用次数: 0
Demand-capacity estimation using queueing theory: application to hospital resource planning in the 2023 Türkiye earthquake. 基于排队理论的需求-容量估算:在2023年震灾医院资源规划中的应用。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-11-26 DOI: 10.1186/s12960-025-01033-z
Bircan Kara, Ali Utku Şahin

Purpose: This study aims to develop and validate a mathematical model for estimating the number of emergency physicians required in post-earthquake scenarios, using actual data from the 2023 Kahramanmaraş earthquakes in Türkiye.

Methodology: The methodology follows a structured five-step framework to assess earthquake impact and emergency healthcare demand. First, population impact is analyzed using USGS PAGER data to estimate exposure levels. Second, household and building stock characteristics are profiled from TurkStat, focusing on construction year and building types, which influence structural vulnerability. Third, collapse probabilities are determined through empirical fragility functions that relate earthquake intensity to building failure rates. Fourth, casualties are estimated by combining structural damage with fatality and injury ratios specific to building types. Finally, physician demand is calculated using the M/M/s queuing theory model, incorporating key variables, such as emergency healthcare capacity, patient arrival rates, and examination duration, to forecast medical staffing needs in the aftermath of a disaster.

Findings: The model estimated 11,645 potential emergency department visits in Hatay province within the first 144 h post-earthquake. Based on this, 27 emergency physicians per shift-or 81 total physicians across three shifts-are required to operate at full capacity. These figures closely align with actual post-disaster hospital admission data, validating the model.

Conclusions: This study presents a scalable, actual-data-validated model for physician workforce planning in disaster scenarios. The queuing-based approach supports strategic resource allocation and enhances organizational resilience. Unlike existing models, this study directly integrates field-specific damage and population data to forecast real-time health system needs.

目的:本研究旨在利用2023年塔吉克斯坦kahramanmaraki地震的实际数据,建立并验证一个估算震后急诊医生数量的数学模型。方法:该方法采用结构化的五步框架来评估地震影响和紧急保健需求。首先,使用美国地质勘探局的寻呼机数据分析人口影响,以估计暴露水平。其次,根据TurkStat对家庭和建筑存量特征进行了分析,重点关注影响结构脆弱性的建筑年份和建筑类型。第三,通过将地震烈度与建筑物失效率联系起来的经验脆弱性函数确定倒塌概率。第四,伤亡人数是通过结合建筑物类型的结构损坏和伤亡比率来估计的。最后,使用M/M/s排队理论模型计算医生需求,结合关键变量,如紧急医疗保健能力、患者到达率和检查时间,以预测灾难后的医疗人员需求。研究结果:该模型估计哈塔伊省在地震后的第一个144小时内可能有11,645次急诊就诊。在此基础上,每班27名急诊医生——或三班共81名医生——需要满负荷工作。这些数字与实际的灾后住院数据密切一致,验证了模型。结论:本研究提出了一个可扩展的、实际数据验证的模型,用于灾难场景下的医生劳动力规划。基于队列的方法支持战略性资源分配并增强组织弹性。与现有模型不同,本研究直接整合了特定领域的损害和人口数据,以预测实时卫生系统需求。
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引用次数: 0
A scoping review on medical students' international migration: trends, determinants, and implications for global health workforce planning. 对医学生国际移民的范围审查:趋势、决定因素和对全球卫生人力规划的影响。
IF 4.3 2区 医学 Q1 HEALTH POLICY & SERVICES Pub Date : 2025-11-24 DOI: 10.1186/s12960-025-01027-x
Gerald Tze Zhen Ser, Zhi Sean Teng, Yady Zikry Yusni, Krisada Shen Yang Ooi, Zhi Yong Wong, Prashwin Singh Tejpal Singh, Wei-Han Hong

Background: Physician migration is a known global phenomenon, with the migration intention of medical students serving as early indicators of the trends in workforce mobility. Understanding the factors influencing their decision to migrate is crucial in the planning of human resources for health in a country and the sustainability of a healthcare system, particularly in low- and middle-income countries (LMIC). This scoping review synthesises current available evidence on the trends, determinants, and implications of medical student international migration.

Methods: A systematic search was conducted on PubMed, Scopus, and Proquest from July 2013 to May 2025, following the PRISMA for Scoping Reviews framework. The selected articles included primary research investigating factors influencing migration intention among medical students. Articles were excluded if the study only explored on perception of migration. Included studies were assessed for quality according to Joanna Briggs Institute (JBI) Critical Appraisal tool, and extracted factors were reclassified and regrouped into domains of Academic and Personal Development, Economic and Working Conditions, and Social and Living Environment factors.

Results: 517 articles were screened, of which 33 articles were included, covering medical students from diverse geographical locations. Migration intentions were varied across regions, with studies from 6 countries each reporting that over 80% of sampled medical students intended to migrate. The most common push factors included income, working culture and environment, and career progression. The most frequently cited stay factors were family, financial, and patriotism.

Conclusion: Migration intentions were widely reported among medical students across different regions, though the proportions varied by country. This serves as a predictor and could indicate the evolving global trend of physician migration in the years to come. Financial prospects, career opportunities, and working conditions play critical roles in determining the migration intentions of medical students. Targeted retention strategies should be implemented especially in resource-limited settings to address brain drain, although at the same time achieving balance in ethical recruitment practices in high-income countries. Future research is warranted to study the longitudinal trends of migration intention and assess the impact of policies on retention.

背景:医生移徙是一种众所周知的全球现象,医学生的移徙意向是劳动力流动趋势的早期指标。了解影响他们移民决定的因素对于一个国家的卫生人力资源规划和卫生保健系统的可持续性至关重要,特别是在低收入和中等收入国家。这一范围审查综合了目前关于医学生国际移民的趋势、决定因素和影响的现有证据。方法:系统检索PubMed、Scopus和Proquest,检索时间为2013年7月至2025年5月,检索时间为PRISMA for Scoping Reviews框架。所选文章包括对医学生移民意向影响因素的初步研究。如果研究只探讨对移民的看法,则排除了文章。根据乔安娜布里格斯研究所(JBI)关键评估工具对纳入的研究进行质量评估,并将提取的因素重新分类并重新分组到学术和个人发展,经济和工作条件以及社会和生活环境因素领域。结果:共筛选文献517篇,纳入文献33篇,涵盖了不同地域的医学生。移徙意向因区域而异,来自6个国家的研究均报告称,抽样调查的医学生中有80%以上打算移徙。最常见的推动因素包括收入、工作文化和环境以及职业发展。最常被提及的原因是家庭、经济和爱国主义。结论:在不同地区的医学生中,移民意向被广泛报道,尽管比例因国家而异。这可以作为一个预测器,并可以表明在未来几年医生迁移的全球趋势。经济前景、职业机会和工作条件在决定医学生的移民意向方面发挥着关键作用。应实施有针对性的留住战略,特别是在资源有限的情况下,以解决人才流失问题,同时在高收入国家实现道德招聘做法的平衡。未来的研究有必要对移民意向的纵向趋势进行研究,并评估政策对保留的影响。
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引用次数: 0
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Human Resources for Health
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