Uneven primary healthcare supply of rural doctors and medical equipment in remote China: community impact and the moderating effect of policy intervention.

BACKGROUND: Unequal access to primary healthcare (PHC) has become a critical issue in global health inequalities, requiring governments to implement policies tailored to communities' needs and abilities. However, the place-based facility dimension of PHCs is oversimplified in current healthcare literature, and formulating the equity-oriented PHC spatial planning remains challenging without understanding the multiple impacts of community socio-spatial dynamics, particularly in remote areas. This study aims to push the boundary of PHC studies one step further by presenting a nuanced and dynamic understanding of the impact of community environments on the uneven primary healthcare supply. METHODS: Focusing on Shuicheng, a remote rural area in southwestern China, multiple data are included in this village-based study, i.e., the facility-level healthcare statistics data (2016-2019), the statistical yearbooks, WorldPop, and Chinese GDP's spatial distribution data. We evaluate villages' PHC service capacity using the number of doctors and essential equipment per capita, which are the major components of China's PHC delivery. The indicators describing community environments are selected based on extant literature and China's planning paradigms, including town- and village-level factors. Gini coefficients and local spatial autocorrelation analysis are used to present the divergences of PHC capacity, and multilevel regression model and (heterogeneous) difference in difference model are used to examine the driving role of community environments and the dynamics under the policy intervention. RESULTS: Despite the general improvement, PHC inequalities remain significant in remote rural areas. The village's location, aging, topography, ethnic autonomy, and economic conditions significantly influence village-level PHC capacity, while demographic characteristics and healthcare delivery at the town level are also important. Although it may improve the hardware setting in village clinics (coef. = 0.350), the recent equity-oriented policy attempts may accelerate the loss of rural doctors (coef. = - 0.517). Notably, the associations between PHC and community environments are affected inconsistently by this round of policy intervention. The town healthcare centers with higher inpatient service capacity (coef. = - 0.514) and more licensed doctors (coef. = - 0.587) and nurses (coef. = - 0.344) may indicate more detrimental policy effects that reduced the number of rural doctors, while the centers with more professional equipment (coef. = 0.504) and nurses (coef. = 0.184) are beneficial for the improvement of hardware setting in clinics. CONCLUSIONS: The findings suggest that the PHC inequalities are increasingly a result of joint social, economic, and institutional forces in recent years, underlining the increased complexity of the PHC resource allocation mechanism. Therefore, we claim the necessity to incorporate a broader understanding of community orientation in PHC delivery, particularly the interdisciplinary knowledge of the spatial lens of community, to support its sustainable development. Our findings also provide timely policy insights for ongoing primary healthcare reform in China.

US County-Level Variation in Availability and Prevalence of Black Physicians in 1906.

Importance: Black physicians are substantially underrepresented in the US health care workforce, with detrimental effects on the health and health care experiences of Black individuals. These contemporary gaps can be traced to the early days of the medical profession using the first edition of the American Medical Directory (AMD). Objective: To identify state- and county-level patterns related to the training and availability of Black physicians relative to their White counterparts in the 1906 AMD. Design, Setting, and Participants: For this cross-sectional study, data for 41 828 physician entries in 18 US states in or adjacent to the South as well as the District of Columbia were extracted from the 1906 AMD and aggregated to 1570 counties. Data analysis was performed between September 2023 and January 2024. Exposures: County-level exposure variables included population density, racial composition, and illiteracy rate among US-born White residents as well as an index of terrain ruggedness and the number of lynchings in the previous decade. Median values of physicians' distance from place of practice to place of medical training (by race of physician) were also used as an exposure variable. Main Outcomes and Measures: There were 4 county-level outcomes: (1) presence of any Black physician, (2) proportion of Black physicians per Black population, (3) proportion of White physicians per White population, and (4) community representativeness (reported as the community representativeness ratio). The cross-sectional analysis used generalized additive mixed models with state-level random effects. Results: Across 1570 counties, Black physicians comprised 746 (1.8%) of the 41 828 physicians in the dataset. Black physicians tended to train further from their place of practice than their White counterparts. The proportion of Black physicians per 1000 Black residents was 0.08 compared with 1.62 for White physicians; these proportions varied substantially by state. At the county level, the presence of any Black physician was associated with percentage Black population (odds ratio [OR], 28.94 [95% CI, 9.77 to 85.76]; P ≤ .001), population density (OR, 2.63 [95% CI, 2.03 to 3.40]; P ≤ .001), and distance to the nearest Black medical school (OR, 0.62 [95% CI, 0.42 to 0.92]; P = .02). Conclusions and Relevance: A variety of structural disadvantages are illustrated in this cross-sectional study of county-level sociodemographic and geographic characteristics associated with the prevalence of Black physicians in the earliest days of the profession. To demonstrate its broader utility for health disparities research, the dataset has been made publicly available with a visualization platform.

Migration and professional mobility: Rural attraction and retention of South African educated physicians.

Rural communities in Alberta, Canada have faced physician shortages for decades. Attracting internationally educated physicians, including many South African physicians, is one way to address this problem. While much of the research on international medical graduates (IMGs) focuses on the push and pull of attraction and retention, I situate the decision to stay as a matter of geographic and professional mobility, all within a life course perspective. More specifically, I explore physicians' decisions to migrate from South Africa to rural Alberta and the impact of professional mobility on their migrations. To understand the processes, I collected data via semi-structured virtual interviews with 29 South African educated generalist/family physicians with experience in rural Alberta. Research was guided by abductive grounded theory and data was analysed using open thematic coding. I found that South African educated physicians made the decision to leave South Africa and to come to Canada to pursue prestige and opportunity they perceived to be inaccessible in South Africa. However, physicians were limited to perceived low prestige work as rural generalists, while they understood that more prestigious work was reserved for Canadian educated physicians. Physicians who remained in rural communities brought their aspirations to life, or achieved upward professional mobility in rural communities, through focused clinical and administrative opportunities. The decision to leave rural communities was often a matter of lifestyle and burnout over prestige.

Ethnic disparities and temporal trends in health resource allocation: a retrospective decadal analysis in Sichuan, a multi-ethnic Province of Southwest China (2009-2019).

BACKGROUND: Research on health resource allocation trends in ethnic minority and impoverished areas in China is limited since the 2009 Medical Reform. This study aimed to investigate the variations and inequalities in health resource distribution among ethnic minority, poverty-stricken, and non-minority regions in Sichuan Province, a multi-ethnic province in Southwest China, from 2009 to 2019. METHODS: The numbers of beds, doctors and nurses were retrospectively sourced from the Sichuan Health Statistics Yearbook between 2009 and 2019. All the 181 counties in Sichuan Province were categorized into five groups: Yi, Zang, other ethnic minority, poverty-stricken, and non-minority county. The Theil index, adjusted for population size, was used to evaluate health resource allocation inequalities. RESULTS: From 2009 to 2019, the number of beds (Bedp1000), doctors (Docp1000), and nurses (Nurp1000) per 1000 individuals in ethnic minority and poverty-stricken counties consistently remained lower than non-minority counties. The growth rates of Bedp1000 in Yi (140%) and other ethnic minority counties (127%) were higher than in non-minority counties (121%), while the growth rates of Docp1000 in Yi (20%) and Zang (11%) counties were lower than non-minority counties (61%). Docp1000 in 33% and 50% of Yi and Zang ethnic counties decreased, respectively. Nurp1000 in Yi (240%) and other ethnic minority (316%) counties increased faster than non-minority counties (198%). The Theil index for beds and nurses declined, while the index for doctors increased. Key factors driving increases in bed allocation include preferential policies and economic development levels, while health practitioner income, economic development levels and geographical environment significantly influence doctor and nurse allocation. CONCLUSIONS: Preferential policies have been successful in increasing the number of beds in health facilities, but not healthcare workers, in ethnic minority regions. The ethnic disparities in doctor allocation increased in Sichuan Province. To increase the number of doctors and nurses in ethnic minority and poverty-stricken regions, particularly in Yi counties, more preferential policies and resources should be introduced.

Experiencia docente en un programa de formación de Medicina Familiar y General a distancia / Teaching experience in a distance learning program for Family and General Medicine

La distribución inequitativa del talento humano en salud afecta la capacidad de los sistemas de ofrecer servicios esenciales. En la provincia de Córdoba, el primer nivel de atención es responsabilidad de los municipios, pero el nivel provincial procura sostener la rectoría y ser garante del derecho a la salud. En ese marco, se desarrolló un programa para reducir las brechas en la distribución de médicos: el Plan Cordobés de Médicos del Interior. Acompañando ese plan se ejecutó un convenio específico con la Universidad Nacional de Córdoba para garantizar la formación en la especialidad de Medicina Familiar y General. Ingresaron al programa 170 personas, y hoy contamos con 98 médicos en formación o seguimiento. En este artículo damos cuenta de la experiencia docente, los desafíos y dificultades que supuso afrontar una formación en lugares de práctica variados, y con el aporte de las tecnologías de la información y comunicación. Esperamos que la experiencia sirva para transmitir los aprendizajes de nuestra práctica (AU)

The inequitable distribution of human talent in health affects the capacity of systems to offer essential services. In the province of Córdoba, the primary level of care is the responsibility of municipalities, but the provincial level aims to maintain leadership and guarantee the right to health. Within this framework, a program was developed to reduce gaps in the distribution of physicians: the Cordobés Plan for Interior Physicians. Accompanying this plan, a specific agreement was executed with the National University of Córdoba to ensure training in the specialty of Family and General Medicine. 170 individuals entered the program, and today we have 98 physicians in training or under supervision. In this article, we give an account of the teaching experience, the challenges, and difficulties involved in facing training in various practice settings, along with the contribution of information and communication technologies. We hope that this experience serves to transmit the lessons learned from our practice (AU)

Presencia de egresados y egresadas de la Universidad Nacional del Sur en el sistema de residencias médicas de Bahía Blanca / Presence of graduates from the National University of the Sur in the medical residency system of Bahía Blanca

Introducción: La atracción, captación y retención son determinantes de una distribución equitativa de profesionales de la salud. Objetivo: describir las decisiones de formación de posgrado de egresados/as de medicina de la Universidad Nacional del Sur (UNS), y su impacto en el sistema de residencias médicas de Bahía Blanca durante el año 2023. Resultados: el 79,63% de quienes egresaron de esta universidad decidieron realizar una residencia médica, y el 51,12 % adjudicó en especialidades del Primer Nivel de Atención con una adjudicación en pediatría menor a la media nacional. La carrera de medicina local cubrió el 39,24 % de las vacantes de Bahía Blanca, y el 38% de sus graduados/as decidió formarse en otras ciudades. Ocho residencias de la ciudad quedaron sin ingresantes en el 2023. Conclusión: existe una gran proporción de egresados/as de la UNS que eligen especialidades de APS. Hay una baja adjudicación en Pediatría que contrasta con la elección de Medicina Familiar, a diferencia de las elecciones a nivel nacional. En términos generales hay un déficit en la atracción y captación de egresados/as de la UNS por parte del sistema de salud local, lo cual demanda a los sectores docentes y asistenciales nuevas estrategias para captar y atraer profesionales en área prioritarias (AU)

Introduction: Attraction, recruitment and retention are determinants of an equitable distribution of healthcare professionals. Objective: to describe the postgraduate training decisions of medical graduates from the National University of the South (UNS), and their impact on the Bahía Blanca medical residency system during the year 2023. Results: 79.63% of Those who graduated from this university decided to carry out medical residency, and 51.12% were awarded in First Level Care specialties with a pediatric award lower than the national average. The local medical career covered 39.24% of the vacancies in Bahía Blanca, and 38% of its graduates decided to train in other cities. Eight residences in the city were left without entrants in 2023. Conclusion: there is a large proportion of UNS graduates who choose APS specialties. There is a low allocation in Pediatrics that contrasts with the choice of Family Medicine, unlike the elections at the national level. In general terms, there is a deficit in the attraction and recruitment of UNS graduates by the local health system, which demands new strategies from the teaching and healthcare sectors to attract and attract professionals in priority areas (AU)

Gender, flexibility and workforce in the NHS: A qualitative study.

Data from the General Medical Council show that the number of female doctors registered to practise in the UK continues to grow at a faster rate than the number of male doctors. Our research critically discusses the impact of this gender-based shift, considering how models of medical training are still ill-suited to supporting equity and inclusivity within the workforce, with particular impacts for women despite this gender shift. Drawing on data from our research project Mapping underdoctored areas: the impact of medical training pathways on NHS workforce distribution and health inequalities, this paper explores the experiences of doctors working in the NHS, considering how policies around workforce and beyond have impacted people's willingness and ability to continue in their chosen career path. There is clear evidence that women are underrepresented in some specialties such as surgery, and at different career stages including in senior leadership roles, and our research focuses on the structural factors that contribute to reinforcing these under-representations. Medical education and training are known to be formative points in doctors' lives, with long-lasting impacts for NHS service provision. By understanding in detail how these pathways inadvertently shape where doctors live and work, we will be able to consider how best to change existing systems to provide patients with timely and appropriate access to healthcare. We take a cross-disciplinary theoretical approach, bringing historical, spatiotemporal and sociological insights to healthcare problems. Here, we draw on our first 50 interviews with practising doctors employed in the NHS in areas that struggle to recruit and retain doctors, and explore the gendered nature of career biographies. We also pay attention to the ways in which doctors carve their own career pathways out of, or despite of, personal and professional disruptions.

Dificuldades enfrentadas pelos profissionais de saúde no atendimento de emergências em unidades básicas de saúde no Brasil / Difficulties faced by health professionals in emergency care in primary health care units in Brazil / Dificultades enfrentadas por los profesionales de salud en la atención de emergencias en unidades básicas de salud en Brasil

Objetivos: compreender as dificuldades enfrentadas pelos profissionais de saúde para o atendimento de casos de urgências/emergências em unidades básica de saúde e identificar as proposições de resolubilidade. Métodos: Pesquisa qualitativa, realizada com dez profissionais de saúde, em uma unidade básica de saúde do interior paulista. As entrevistas foram transcritas e analisadas utilizando-se a estratégia metodológica do Discurso do Sujeito Coletivo. Resultados: As dificuldades foram atreladas a fatores como despreparo da equipe, falta de infraestrutura, insumos e equipamentos, carência de profissional médico, pouca aproximação das unidades básicas de saúde com o setor de emergência hospitalar e escasso investimento do município para realização desses atendimentos. As proposições de melhorias destacaram a necessidade de capacitação dos profissionais de saúde, investimentos em recursos materiais e equipamentos, permanência de médico em período integral no serviço, implantação de protocolos de atendimento e empenho dos gestores. Conclusão: Os discursos evidenciaram que o serviço não tem condições de atender casos de urgência/emergência, em virtude do despreparo da equipe e da falta de recursos humanos e materiais. Além disso, não é prioridade do município oferecer condições mínimas para a realização deste atendimento nas unidades básicas de saúde, para que sejam integrantes da rede de atenção de Atenção às Urgências no Sistema Único de Saúde.

Objective: understand the difficulties health professionals face in urgency/emergency care at primary health care units and identify the propositions of problem-solving ability. Methods: Qualitative research, conducted with ten health professionals at a primary health care unit in the interior of São Paulo. The interviews were transcribed and analyzed using the methodological strategy of the collective subject discourse. Results: The difficulties were linked to factors such as unpreparedness of the team, lack of infrastructure, supplies and equipment, lack of medical professional, little cooperation between the primary health care units and the hospital emergency sector and scarce investment of the municipality to carry out these services. The proposals for improvements highlighted the need for training of health professionals, investments in material resources and equipment, full-time presence of physician at the service, implementation of care protocols and commitment of managers. Conclusion: The discourse showed that the service is not able to attend urgency/emergency cases, due to the unpreparedness of the team and the lack of human and material resources. In addition, the municipality does not prioritize the supply of minimum conditions for this care in primary health care units to make them part of the emergency care network in the Unified Health System.

Objetivo: comprender las dificultades enfrentadas por los profesionales de salud para la atención de casos de Urgencias/Emergencias en unidades básicas de salud e identificar las proposiciones de resolubilidad. Métodos: Investigación cualitativa, desarrollada con diez profesionales de salud, en una unidad básica de salud del interior paulista. Las entrevistas fueron transcritas y analizadas utilizando la estrategia metodológica del Discurso del Sujeto Colectivo. Resultados: Las dificultades fueron ligadas a factores como la falta de preparación del equipo, falta de infraestructura, insumos y equipamientos, carencia de profesional médico, poca aproximación de las unidades básicas de salud con el sector de emergencia hospitalaria y escasa inversión del municipio para realizar esas atenciones. Las propuestas de mejorías destacaron la necesidad de capacitación de los profesionales de salud, inversiones en recursos materiales y equipamientos, permanencia de médico a tiempo completo en el servicio, implantación de protocolos de atención y empeño de los gestores. Conclusión: Los discursos evidenciaron que el servicio no tiene condiciones de atender casos de urgencia/emergencia, en virtud de la falta de preparación del equipo y de la falta de recursos humanos y materiales. Además, no es prioridad del municipio ofrecer condiciones mínimas para la realización de esta atención en las unidades básicas de salud, para que sean integrantes de la red de atención de atención a las urgencias en el Sistema Único de Salud.

A Physician Crisis in the Rural US May Be About to Get Worse.

This Viewpoint discusses the overturning of Roe v Wade and subsequent banning of abortion or placement of gestational limits in almost half of US states, and the potential effects that such policies will have on the ability to recruit and retain health care professionals in these states.

Facilitating remote access to specialist medical expertise through the scaled up adoption of a smartphone application: A South African case.

BACKGROUND: In the context of a shortage of medical specialists, a medical referral app, designed for use on smartphones, was launched in 2014 for use by doctors in the public health service in South Africa. OBJECTIVES: As this is a novel intervention, with potential to have an impact on the use of scarce resources, and because not much was known about the use of the app, a descriptive study was undertaken to assess its adoption in Western Cape Government Health (WCGH) facilities. METHODS: Usage data of the app in WCGH facilities, in terms of referral and user numbers, were obtained from the date of its introduction in 2014. In addition, all the referrals to WCGH facilities for July 2019, stripped of any identifying data of patients or doctors, were analysed for origin, destination, outcome and response times. Descriptive statistics were used to analyse the data. RESULTS: Use of the app grew rapidly from 40 referrals per quarter to 16 437 per quarter after 5 years in use, with a cumulative total of 95 381 referrals. In July 2019, active users of the system included 913 sending doctors and 298 receiving doctors, representing 20 medical specialties. The senders and receivers were representative of every level in the healthcare system, from clinic to tertiary hospital. In July 2019, a total of 5 941 referrals were sent by means of the app to public facilities in Western Cape Province. Of the referrals, 80% were classified as acute and 20% as non-urgent. The referral outcomes included 51% accepted for transfer, 19% accepted for a specialist appointment, and 13% concluded with advice alone without the need for a specialist appointment or patient transfer - this category accounted for 28% of non-urgent referrals and 9% of acute referrals. In 50% of referrals, advice was given to the referring doctor, either as an additional or the only outcome. The median response times were 9 minutes for acute referrals and 19 minutes for non-urgent referrals. CONCLUSIONS: This study documents the scale-up of a mobile phone consultation and referral app from pilot phase to significant growth in use across a resource-constrained healthcare system. In a large proportion of cases, advice was given to the referring doctor by means of the app, frequently obviating the need for a specialist appointment or patient transfer. This finding demonstrates that a mobile app has the potential to reduce the need for face-to-face specialist visits, thereby improving the use of scarce medical resources.

Programa Mais Médicos: identificação e análise dos cursos de medicina abertos / Mais Médicos Program: Identification and Analysis of Open Medical Undergraduate Programs

Resumo O Programa Mais Médicos (PMM), lançado em 2013, objetivou combater a má distribuição médica no Brasil. Para tanto, uma das estratégias adotadas foi a reordenação da oferta de cursos de medicina. Com base nisso, este estudo pretendeu investigar o impacto do PMM na abertura de novos cursos de medicina no Brasil, identificando aqueles abertos em decorrência da lei. Com a realização de uma pesquisa documental nas bases de dados do Ministério da Educação, verificou-se a abertura de 135 desses cursos entre janeiro de 2014 e fevereiro de 2022, sendo 68 abertos em decorrência do PMM, a maioria na rede privada (79%). A preferência pela abertura desses novos cursos na região Sudeste (35%) pode estar relacionada à sua maior estrutura, o que facilitaria a instalação e o estabelecimento de parcerias com organizações hospitalares para o ensino prático exigido. Também se notou uma expansão dos cursos privados nas regiões Nordeste, Sudeste e Sul, e dos cursos públicos nas regiões Centro-Oeste e Norte. Entretanto, a análise regional detalhada mostrou que a política pública tem fracassado em combater a má distribuição de médicos por meio da abertura dos novos cursos, pois priorizou estados que já possuíam consideráveis indicadores de força de trabalho.

Abstract Launched in 2013, the Mais Médicos Program (PMM) aimed to combat poor physician allocation in Brazil by reorganizing the offer of Medicine Programs. Thus, this study investigates the impact of the PMM on the opening of new medical undergraduate programs in Brazil, identifying those offered as a result of the law. By means of documentary research in the Ministry of Education databases, the study identified a total of new 135 medical programs opened between January 2014 and February 2022, 68 of which as a result of the PMM, mostly in the private network (79%). The preference for opening new courses in the Southeast (35%) may be due to its larger structure, which would facilitate implementation and establishing partnerships with hospital organizations for the required practical teaching. The findings point to an expansion of private programs in the Northeast, Southeast and South, and of public programs in the Mid-West and North regions. However, a detailed regional analysis showed that public policy has failed in combating poor medical allocation through this strategy, as it prioritized states with considerable labor force indicators.

Retain rural doctors: Burnout, depression and anxiety in medical doctors working in rural KwaZulu-Natal Province, South Africa.

BACKGROUND: There is a need to retain medical doctors in rural areas to ensure equitable access to healthcare for rural communities. Burnout, depression and anxiety may contribute to difficulty in retaining doctors. Some studies have found high rates of these conditions in medical doctors in general, but there is little research available on their prevalence among those working in the rural areas of South Africa (SA). OBJECTIVES: To determine the prevalence of burnout, depression and anxiety in doctors working in rural district hospitals in northern KwaZulu-Natal (KZN) Province, SA, and to explore the associated sociodemographic and rural work-related factors. METHODS: We performed a quantitative descriptive cross-sectional study in three districts in northern KZN among medical doctors working at 15 rural district hospitals during August and September 2020. The prevalences of burnout, depression and anxiety were measured using the Maslach Burnout Inventory, the Patient Health Questionnaire-9 and the Generalized Anxiety Disorder 7-item questionnaire, respectively. The sociodemographic and rural occupational profiles were assessed using a questionnaire designed by the authors. Descriptive statistics were used to analyse the data. RESULTS: Of 96 doctors who participated in the study, 47.3% (n=44) were aged between 24 and 29 years and 70.8% (n=68) had worked in a rural setting for <5 years. Of the participants, 68.5% (n=61) were considered to have burnout. The screening tests for depression and anxiety were positive for 35.6% (n=31) and 23.3% (n=20) of participants, respectively. Burnout alone was significantly associated with female gender (84.8%; n=39) (χ2=11.65, df=1, p=0.01). Burnout (χ2=8.14, df=3, p=0.04) and anxiety (χ2=12.96, df=3, p<0.01) were both significantly associated with occupational rank, with 85.2% (n=23) of community service medical officers (CSMOs) reporting the former and 29.6% (n=8) screening positive for generalised anxiety disorder. Burnout (χ2=7.61, df=1, p=0.01), depression (χ2=5.49, df=1, p=0.02) and anxiety (χ2=4.08, df=1, p=0.04) were all shown to be significantly associated with doctors planning to leave the public sector in the next 2 years. CONCLUSIONS: Our study found high rates of burnout, depression and anxiety in rural doctors in northern KZN, all of which were associated with the intention to leave the public sector in the next 2 years. Of particular concern was that CSMOs as a group had high burnout and anxiety rates and female gender was associated with burnout. We recommend that evidence-based solutions are urgently implemented to prevent burnout and retain rural doctors.

Relationship between the presence of dedicated doctors in rapid response systems and patient outcome: a multicenter retrospective cohort study.

BACKGROUND: Rapid response systems (RRSs) improve patients' safety, but the role of dedicated doctors within these systems remains controversial. We aimed to evaluate patient survival rates and differences in types of interventions performed depending on the presence of dedicated doctors in the RRS. METHODS: Patients managed by the RRSs of 9 centers in South Korea from January 1, 2016, through December 31, 2017, were included retrospectively. We used propensity score-matched analysis to balance patients according to the presence of dedicated doctors in the RRS. The primary outcome was in-hospital survival. The secondary outcomes were the incidence of interventions performed. A sensitivity analysis was performed with the subgroup of patients diagnosed with sepsis or septic shock. RESULTS: After propensity score matching, 2981 patients were included per group according to the presence of dedicated doctors in the RRS. The presence of the dedicated doctors was not associated with patients' overall likelihood of survival (hazard ratio for death 1.05, 95% confidence interval [CI] 0.93‒1.20). Interventions, such as arterial line insertion (odds ratio [OR] 25.33, 95% CI 15.12‒42.44) and kidney replacement therapy (OR 10.77, 95% CI 6.10‒19.01), were more commonly performed for patients detected using RRS with dedicated doctors. The presence of dedicated doctors in the RRS was associated with better survival of patients with sepsis or septic shock (hazard ratio for death 0.62, 95% CI 0.39‒0.98) and lower intensive care unit admission rates (OR 0.53, 95% CI 0.37‒0.75). CONCLUSIONS: The presence of dedicated doctors within the RRS was not associated with better survival in the overall population but with better survival and lower intensive care unit admission rates for patients with sepsis or septic shock.