A Geospatial Analysis of the Availability, Distribution, and Accessibility of Neurosurgical Facilities, Workforce, and Infrastructure in Nigeria; and Projection Towards 2050.

OBJECTIVE: There has been a modest but progressive increase in the neurosurgical workforce, training, and service delivery in Nigeria in the last 2 decades. However, these resources are unevenly distributed. This study aimed to quantitatively assess the availability and distribution of neurosurgical resources in Nigeria while projecting the needed workforce capacity up to 2050. METHODS: An online survey of Nigerian neurosurgeons and residents assessed the country's neurosurgical infrastructure, workforce, and resources. The results were analyzed descriptively, and geospatial analysis was used to map their distribution. A projection model was fitted to predict workforce targets for 2022-2050. RESULTS: Out of 86 neurosurgery-capable health facilities, 65.1% were public hospitals, with only 17.4% accredited for residency training. Dedicated hospital beds and operating rooms for neurosurgery make up only 4.0% and 15.4% of the total, respectively. The population disease burden is estimated at 50.2 per 100,000, while the operative coverage was 153.2 cases per neurosurgeon. There are currently 132 neurosurgeons and 114 neurosurgery residents for a population of 218 million (ratio 1:1.65 million). There is an annual growth rate of 8.3%, resulting in a projected deficit of 1113 neurosurgeons by 2030 and 1104 by 2050. Timely access to neurosurgical care ranges from 21.6% to 86.7% of the population within different timeframes. CONCLUSIONS: Collaborative interventions are needed to address gaps in Nigeria's neurosurgical capacity. Investments in training, infrastructure, and funding are necessary for sustainable development and optimized outcomes.

Workforce Engagement for Compassionate Advocacy, Resilience, and Empowerment (WE CARE): An Evidence-Based Wellness Program.

Poor well-being and burnout among the nursing workforce were heightened by the COVID-19 pandemic. The purpose of this study was to deliver, spread, and sustain an evidence-based wellness program, Workforce Engagement for Compassionate Advocacy, Resilience, and Empowerment (WE CARE), for nurse leaders, staff registered nurses (RNs), and patient care technicians (PCTs) to ameliorate or prevent burnout, promote resilience, and improve the work environment. The program included Community Resiliency Model (CRM) training provided by a certified 6-member wellness team. A baseline and 6-month follow-up survey included measures of well-being, moral distress, burnout, resilience, perceived organizational support (POS), job satisfaction, intent to leave (ITL), and work environment. A total of 4900 inpatient RNs, PCTs, and leaders of a 1207-bed academic medical center in the southeastern United States were analyzed. From baseline (n = 1533) to 6-month follow-up (n = 1457), well-being, moral distress, burnout, job satisfaction, and work environment improved; however, resilience, POS, and ITL did not. Although we have seen some improvements in well-being and mental health indicators, it is still early in the intervention period to have reached a critical mass with the training and other interventions. The mental health and work environment issues among nurses are so complex, no one-size-fits-all intervention can resolve.

Staffing Patterns of Non-ACGME Fellowships with 4-Year Residency Programs: A National Survey.

Introduction: Emergency medicine (EM) is one of few specialties with variable training lengths. Hiring a three-year graduate to continue fellowship training in a department that supports a four-year residency program can lead to conflicts around resident supervision. We sought to understand hiring and clinical supervision, or staffing, patterns of non-Accreditation Council for Graduate Medical Education (ACGME) fellowships hosted at institutions supporting four-year residency programs. Methods: We performed a web-based, cross-sectional survey of non-ACGME fellowship directors (FD) hosted at institutions supporting four-year EM residency programs. We calculated descriptive statistics. Our primary outcome was the proportion of programs with four-year EM residencies that hire non-ACGME fellows graduating from three-year EM residencies. Results: Of 119 eligible FDs, 88 (74%) completed the survey. Seventy FDs (80%) indicated that they hire graduates of three-year residencies. Fifty-six (80%) indicated that three-year graduates supervise residents. Most FDs (74%) indicated no additional requirements exist to supervise residents outside of being hired as faculty. The FDs cited department policy, concerns about quality and length of training, and resident complaints as reasons for not hiring three-year graduates. A majority (10/18, 56%) noted that not hiring fellows from three-year programs negatively impacts recruitment and gives them access to a smaller applicant pool. Conclusion: Most non-ACGME fellowships at institutions with four-year EM programs recruit three-year graduates and allow them to supervise residents. This survey provides programs information on how comparable fellowships recruit and staff their departments, which may inform policies that fit the needs of their learners, the fellowship, and the department.

Research on the factors and path of sports industry development in China: A fsQCA study of 31 provinces.

The advancement of the sports industry's development constitutes a critical concern shared by regional authorities and the scholarly community, reflecting its significant role in economic and social development. This study employs a Fuzzy-set Qualitative Comparative Analysis (fsQCA) methodology to examine the 31 provincial-level administrative units in China. The objective is to elucidate the influence of technological, organizational, and environmental factors on the industry's development level, considering both a holistic national framework and dissected regional approaches (Eastern, Central, and Western China). This paper's contribution to the literature is structured around the following core findings: (1) The study establishes that a singular condition does not suffice as an essential prerequisite for achieving a heightened development state within the sports industry. (2) At the national level, there are three pathways to enhance the development level of the sports industry, specifically identified as "network-human resources dominant pathway," "technological innovation-human resources dominant pathway," and "comprehensive synergistic pathway."(3) From a regional perspective, the Eastern region has two pathways for sports industry enhancement: "network-economic pathway" and "comprehensive synergistic pathway." The Central region follows a "technology pathway," while the Western region has three pathways: "organization-environment pathway," "network-organization-environment pathway," and "organization pathway."(4) The synthesis of these findings underscores the multifactorial nature of sports industry development, suggesting a paradigm where diverse routes can lead to equivalent outcomes. This heterogeneity indicates that provinces or regions can tailor their development strategies to their unique situational contexts.

Estimating the Cost of the COVID-19 Response for Local Health Departments: Evidence From Ohio.

This study assessed the staffing allocations and associated costs incurred by Ohio local health departments (LHDs) in response to the challenges posed by the COVID-19 pandemic. Data were extracted from the annual financial reports of Ohio LHDs for 2020 and 2021, encompassing a sample of 38 LHDs in 2020 and 60 LHDs in 2021. Descriptive analysis showed that Ohio LHDs committed substantial resources to responding to the COVID-19 pandemic. Although there was considerable variability across LHDs, median staffing and compensation collectively constituted 22% of total staffing and compensation. Multivariate regression analysis found minimal associations between the examined agency and community-level variables and the differences in staffing allocations and associated costs incurred by LHDs in response to the COVID-19 pandemic. After decades of underfunding and understaffing, securing sustainable funding will be crucial to equip LHDs across the country with the necessary resources to deliver comprehensive public health services in their communities.

Exploring the inequalities experienced by health and care workforce and their bases - A scoping review protocol.

Planning for investment in human resources for health (HRH) is critical to achieve Universal Health Coverage (UHC) and establish a sustainable health system. Informed planning warrants a better understanding of the health labour market (HLM) to tackle a variety of health and care workforce challenges: from addressing critical supply shortage, to ensuring optimal skills mix and distribution, and addressing motivation and performance challenges. Scant evidence around the overall role of socioeconomic and cultural factors like gender, race, marital status, citizenship (migrant) status, workplace hierarchy etc. in determining workforce composition, deployment, distribution, retention, un- and underemployment, sub-optimal work environments and other factors in the 'HRH crisis' warrants further exploration. This scoping review protocol aims to map and present the available evidence on inequalities experienced by health and care workforce, the socio-economic, cultural and other bases of these inequalities, and their outcomes/ consequences. PubMed, Web of Science, CINAHL and SCOPUS will be used to identify relevant literature. All types of published study designs in English language will be included if they discuss any inequality experienced by any category of health and care workers. Elaborate keyword categories for health and care workers and inequalities context have been developed, tested and reduced to the near-final search string. Eligible articles will be charted using the Joanna Briggs Institute checklist. The sample data extraction chart in JBI manual will be used as a basic skeleton with fields added to it to serve the needs of the scoping review. Descriptive analysis will be performed, depicting basic frequencies. While no further analysis has been advised in the JBI and PRISMA protocol, thematic analysis will be undertaken; following the Braun and Clarke's method with some modification and open coding as suggested by Maquire and Delahunt.

Methods for health workforce projection model: systematic review and recommended good practice reporting guideline.

BACKGROUND: Health workforce projection models are integral components of a robust healthcare system. This research aims to review recent advancements in methodology and approaches for health workforce projection models and proposes a set of good practice reporting guidelines. METHODS: We conducted a systematic review by searching medical and social science databases, including PubMed, EMBASE, Scopus, and EconLit, covering the period from 2010 to 2023. The inclusion criteria encompassed studies projecting the demand for and supply of the health workforce. PROSPERO registration: CRD 42023407858. RESULTS: Our review identified 40 relevant studies, including 39 single countries analysis (in Australia, Canada, Germany, Ghana, Guinea, Ireland, Jamaica, Japan, Kazakhstan, Korea, Lesotho, Malawi, New Zealand, Portugal, Saudi Arabia, Serbia, Singapore, Spain, Thailand, UK, United States), and one multiple country analysis (in 32 OECD countries). Recent studies have increasingly embraced a complex systems approach in health workforce modelling, incorporating demand, supply, and demand-supply gap analyses. The review identified at least eight distinct types of health workforce projection models commonly used in recent literature: population-to-provider ratio models (n = 7), utilization models (n = 10), needs-based models (n = 25), skill-mixed models (n = 5), stock-and-flow models (n = 40), agent-based simulation models (n = 3), system dynamic models (n = 7), and budgetary models (n = 5). Each model has unique assumptions, strengths, and limitations, with practitioners often combining these models. Furthermore, we found seven statistical approaches used in health workforce projection models: arithmetic calculation, optimization, time-series analysis, econometrics regression modelling, microsimulation, cohort-based simulation, and feedback causal loop analysis. Workforce projection often relies on imperfect data with limited granularity at the local level. Existing studies lack standardization in reporting their methods. In response, we propose a good practice reporting guideline for health workforce projection models designed to accommodate various model types, emerging methodologies, and increased utilization of advanced statistical techniques to address uncertainties and data requirements. CONCLUSIONS: This study underscores the significance of dynamic, multi-professional, team-based, refined demand, supply, and budget impact analyses supported by robust health workforce data intelligence. The suggested best-practice reporting guidelines aim to assist researchers who publish health workforce studies in peer-reviewed journals. Nevertheless, it is expected that these reporting standards will prove valuable for analysts when designing their own analysis, encouraging a more comprehensive and transparent approach to health workforce projection modelling.

Health care managers' perspectives on workforce licensing practice in Ethiopia: A qualitative study.

BACKGROUND: Professional licensing bodies are valuable sources for tracking the health workforce, as many skilled health-care providers require formal training, registration, and licensure. Regulatory activities in Ethiopia were not effectively implemented due to poor follow-up and gaps in skilled human resources, budget, and information technology infrastructure. OBJECTIVE: The aim of this study was to explore and describe the lived experiences and challenges faced by health care managers in health professionals' licensure practices in Ethiopia. METHODS: A cross-sectional study design with a phenomenological approach was employed between March 26 and April 30, 2021, to collect qualitative data. We conducted in-depth interviews with a total of 32 purposively selected health system managers. An interview guide was prepared in English, translated into Amharic, and then pretested. Audio recorded data was transcribed verbatim, translated, and analysed manually by themes and sub-themes. A member check was done to check the credibility of the result. RESULTS: The data revealed four major themes: awareness of licensing practices, enforcement of licensing practices, systems for assuring the quality of licensing practices, and challenges to licensing practices. Lack of awareness among managers about health workforce licensing was reported, especially at lower-level employers. Regulators were clear on the requirements to issue a licence to the health workforce if they are competent in the licensing exam, while human resource managers do not emphasise whether the employees have a licence or not during employment. As a result of this, non-licenced health workers were employed. Health care managers mentioned that they did not know any monitoring tools to solve the issue of working without a licence. Fraudulent academic credentials, shortage of resources (human resources, finance, equipment, and supplies), and weak follow-up and coordination systems were identified as main practice challenges. CONCLUSIONS: This study reported a suboptimal health professionals' licensing practice in Ethiopia, which is against the laws and proclamations of the country that state to employ all health workers only with professional licenses. Challenges for health professionals' licensing practice were identified as fraudulent academic credentials, a shortage of resources (HR, finance, equipment, and supplies), and a weak follow-up and coordination system. Further awareness of licensing practices should be created, especially for lower-level employers. Regulators shall establish a reliable digital system to consistently assure the quality of licensing practices. Health care managers must implement mechanisms to regularly monitor the licensing status of their employees and ensure that government requirements are met. Collaboration and regular communication between regulators and employers can improve quality practices.

Trends in Orthopaedic Surgery Workforce Diversity: Analyzing Changes Over Time.

INTRODUCTION: There are many reasons why orthopaedic surgeons move or change careers. We asked the questions: (1) What is the geographic distribution of orthopaedic surgeons with respect to age, sex, and race and ethnicity? (2) How has our workforce changed over time with regard to these factors? (3) Are there any patterns or trends detected regarding policy or regulatory events that coincide with these differences? METHODS: The American Academy of Orthopaedic Surgeons surveys over 30,000 members, collecting data on demographics, age, race sex, and practice statistics. We calculated geographic distributions and evaluated these differences over time-potential influences from malpractice suits or tort reform were investigated. RESULTS: Overall surgeon density increased over time. The largest negative changes were noted in District of Columbia, Wyoming, and North Dakota and positive changes in Colorado, South Dakota, and West Virginia. Age across all states increased (mean 1.7 years). Number of female surgeons increased in most states (4.6% to 5.7%). Number of African Americans increased from 1.6% to 1.8%, Hispanic/LatinX from 1.8% to 2.2%, Asian from 5.5% to 6.7%, and multiracial from 0.8% to 1.2%. No change was noted in the percentage of Native American surgeons. DISCUSSION: Surgeon density increased from 2012 to 2018; the cause for this change was not evident. Small increases in surgeon population, female surgeons, and in some underrepresented minorities were seen.

Quality adjustment and analysis of human resource prices in China: Based on a hedonic price model.

The competition in the world has shifted from natural resources and capital resources to human resources. The human resources have become the real power source of the economic growth. Firstly, the price of human resources in China is calculated. Secondly, in order to measure the human resources quality adjustment index, the indicators system is constructed. Third, the Hedonic method is used to calculate the human resources "pure price" of 31 provinces (autonomous regions and municipalities directly under the Central Government) in China. The "pure price" has no the factor of human resources quality. Lastly, comparing the price of human resources before and after quality adjustment. The results show that: first, the number of human resources in China increased continuously during 1995-2015 and decreased during 2016-2020. Second, the price of nominal human resources in China keeps rising. In 2020, the nominal price is 39,087 yuan per person which is 15.44 times as many as in 1995. Thirdly, after the quality adjustment, the price of human resources has decreased significantly. The multiple between the actual and nominal price of human resources is between 1.75 and 2.12. Fourthly, the province with high human resource quality adjustment index generally have high quality human resource level or quantity. Fifth, the top five provinces of actual human resource prices are Shanghai, Beijing, Guangdong, Tianjin, Zhejiang, the bottom five provinces are Guizhou, Yunnan, Henan, Xizang, Gansu. Finally, the paper puts forward some policy recommendations: Improving the data collection mechanism of human resources accounting to provide a basic guarantee for the accurate accounting of human resources. Improving the price of human resources in the central and western regions to attract the talents to transfer to the central and western regions. Enhancing the skills training of human resources to improve the quality of human resources in the western region.

Developing Systems of Emergency and Inpatient Neurologic Care in Resource-Limited Settings.

Neurologic diseases represent a significant global health challenge, leading to disability and mortality worldwide. Healthcare systems in low- and middle-income countries are disproportionally affected. In these resource-limited settings, numerous barriers hinder the effective delivery of emergency and inpatient neurologic care, including shortages of trained personnel, limited access to diagnostics and essential medications, inadequate facilities, and absence of rehabilitation services. Disparities in the neurology workforce, limited access to neuroimaging, and availability of acute interventions further exacerbate the problem. This article explores strategies to enhance global capacity for inpatient neurologic care, emphasizing the importance of workforce development, context-specific protocols, telehealth solutions, advocacy efforts, and collaborations.

The United States dermatology inpatient workforce between 2013 and 2019: a Medicare analysis reveals contraction of the workforce and vast access deserts-a cross-sectional analysis.

While time spent practicing inpatient dermatology has decreased since the 1990s, less is known about the current state of inpatient dermatology. We describe the distribution and frequency of inpatient dermatology encounters servicing the United States Medicare population between 2013 and 2019. Cross-sectional analysis of publicly available inpatient Medicare Part B claims data from 2013 to 2019 was conducted. Main outcomes and measures were characteristics and trends of dermatologists performing inpatient encounters. Categorical variables were compared using χ2 analysis. Trends were analyzed for linearity using Pearson correlation coefficient. 782 physicians met inclusion criteria for inclusion. Dermatologists were more often male (56.5%), possessing allopathic Medical Doctorate (MD) (86.3%), and in metropolitan settings (98.2%). However, proportion of female inpatient dermatologists increased significantly (37.9% to 46.2%). Across rural and metropolitan practices, number of inpatient physicians (2013: 356; 2019: 281) and number of medical centers in which dermatology encounters occurred (2013: 239; 2019: 157) decreased, more significantly in non-residency-associated institutions. Spatial analysis revealed wide regions lacking dermatologists meeting defined criteria. Limitations included the need for ten Medicare inpatient encounters for inclusion, counties without reported data. In conclusion, the number of dermatologists performing > 10 inpatient encounters per year is decreasing, and large variations exist in the number of U.S. inpatient dermatology visits.

Barriers and strategies for primary health care workforce development: synthesis of evidence.

BACKGROUND: Having a sufficient and well-functioning health workforce is crucial for reducing the burden of disease and premature death. Health workforce development, focusing on availability, recruitment, retention, and education, is inseparable from acceptability, motivation, burnout, role and responsibility, and performance. Each aspect of workforce development may face several challenges, requiring specific strategies. However, there was little evidence on barriers and strategies towards comprehensive health workforce development. Therefore, this review explored barriers and strategies for health workforce development at the primary health care level around the world. METHODS: A scoping review of reviews was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-analysis Extension for Scoping Reviews. The article search was performed in Google Scholar, PubMed, Web of Science, and EMBASE. We used EndNote x9 for managing the collected articles, screening processes, and citation purpose. The scoping review included any kind of review articles on the application of health workforce development concepts, such as availability, recruitment, retention, role and responsibility, education and training, motivation, and burnout, with primary health care and published in English anywhere in the world. Based on the concepts above, barriers and strategies for health workforce development were identified. The findings were synthesized qualitatively based on the building blocks of the health system framework. The analysis involved specific activities such as familiarization, construction of the thematic framework, indexing, charting, and interpretation. The results were presented in texts, tables, and figures. RESULTS: The search strategies yielded 7,276 papers were found. Of which, 69 were included in the scoping review. The most frequently cited barriers were financial challenges and issues related to health care delivery, such as workloads. Barriers affecting healthcare providers directly, including lack of training and ineffective teamwork, were also prominent. Other health system and governance barriers include lack of support, unclear responsibility, and inequity. Another notable barrier was the shortage of health care technology, which pertains to both health care supplies and information technology. The most common cited effective strategies were ongoing support and supervision, engaging with communities, establishing appropriate primary care settings, financial incentives, fostering teamwork, and promoting autonomous health care practice. CONCLUSIONS: Effective leadership/governance, a robust health financing system, integration of health information and technology, such as mobile health and ensuring a consistent supply of adequate resources are also vital components of primary health care workforce development. The findings highlight the importance of continuous professional development, which includes training new cadres, implementing effective recruitment and retention mechanisms, optimising the skill mix, and promoting workplace wellness. These elements are essential in fostering a well-trained and resilient primary health care workforce.

Contribution of a bonded scholarship scheme to staffing rural health facilities.

BACKGROUND: Local and international research has identified rural origin as an important reason why healthcare professionals (HCPs) work in rural areas, and in South Africa (SA) considerable effort has gone into recruiting and training rural-origin students. However, there is little information in the SA literature on where graduates supported by these initiatives work, and whether they contribute to the rural workforce long term. OBJECTIVE: To determine the number of years that rural-origin Umthombo Youth Development Foundation (UYDF)-supported graduates of different disciplines worked at rural public healthcare facilities (PHCFs). METHODS: A retrospective descriptive study reviewed work record data of 405 UYDF graduates, to calculate the number of years they worked at a rural PHCF. Data were analysed descriptively and presented in tables with totals and percentages. RESULTS: Ninety percent (363/405) of UYDF-supported graduates returned to work at a rural PHCF. High percentages of social workers (85%), optometrists (80%), speech therapists, nurses (72%) and dental therapists (70%) worked for ≥5 years at a rural PHCF, while only 13% of audiologists, 14% of doctors, 29% of pharmacists, and 28% of dentists and occupational therapists worked at a rural PHCF for ≥5 years. Ten percent (42/405) of graduates did not work at a rural PHCF at all. A total of 110/124 (89%) of doctors supported by UYDF had worked at a rural PHCF, with 32% (40/124) working at a rural PHCF for ≥3 years. Overall, 54% of UYDF-supported graduates (219/405) worked for ≥3 years at a rural PHCF, and 38.5% (157/405) worked for ≥5 years at rural PHCFs. The majority of UYDF graduates had contributed towards long-term staffing of rural PHCFs. Lack of professional development opportunities at rural PHCFs as well as the reduced number of funded posts at rural PHCFs reduced the effectiveness of the UYDF initiative. CONCLUSION: The UYDF Scholarship Scheme has shown that investment in rural students through a bonded scholarship can contribute to staffing rural PHCFs, as >90% of graduates worked at rural PHCFs, and for some disciplines >70% of graduates worked for ≥5 years at a rural PHCF. Allied HCPs worked on average for longer periods at rural PHCFs than doctors.

Public Health Nurses' Proficiencies and Training Needs in an Emergency Response: A Cross-Sectional Observational Study.

OBJECTIVE: To address gaps in understanding the public health nursing workforce regarding competencies recognized as critical during an emergency response. DESIGN, SETTING, AND PARTICIPANTS: A cross-sectional observational study using data with information on local health department staff- and organizational-level characteristics collected from across the United States in 2021. We used logistic regression to estimate the association between 2 binary nurse-specific predictors-(1) whether the staff person was a nurse and (2) whether the staff worked in a local health department that was "nurse-led" (directed by a nurse)-and reported proficiencies important to the COVID-19 response. Models controlled for relevant local health department and community characteristics. RESULTS: In the sample, 19% were nurses and 37% were at nurse-led health departments. Nurse versus nonnurse staff had higher odds of reporting proficiencies in skills related to Justice, Equity, Diversity, and Inclusion and in the skill "identifying/applying evidence-based approaches to address public health issues." However, nurses, compared with their nonnurse peers, had higher odds of reporting training needs in domains related to community engagement, policy engagement, and cross-sectoral collaboration. Conversely, staff at nurse-led health departments, compared with non-nurse-led staff, had higher odds of reporting proficiencies in many of these same areas, including "collaborating across the public health system" and "influencing policies external to the organization that affect community health." There were no areas in which nurse-led staff had lower odds of reporting proficiencies or higher odds of identifying training needs. CONCLUSIONS: Findings from this study highlight areas of strength for public health nurses, particularly strengths related to diversity, equity, and inclusion, as well as areas where more training is needed. Such findings can help guide future public health nurse workforce development as well as underscore the value of public health nursing leadership and staff at local health departments for supporting community health.

Increasing the number of nursing faculty: Evaluation of a university system workforce grant.

BACKGROUND: The University of Wisconsin System Incentive Grant, Nurses for Wisconsin: Learn, Teach, Lead (N4WI) was a workforce initiative to address the nursing faculty shortage at four universities and included funding nurses to their terminal degree, postdoctoral fellowships, and loan forgiveness for faculty hires. It also included professional development opportunities for awardees. PURPOSE: The purpose of the article is to disseminate the evaluation of N4WI and discuss the impact of the project. METHODS: Methods of evaluation included assessment of data points as well as qualitative information. FINDINGS: N4WI was successful in achieving its goal of increasing nursing faculty applicants and hires at the respective schools with total awardees numbering 54. DISCUSSION: As a result of N4WI and using it as a template, nursing organizations within the state collaborated to successfully pursue state funding to grow nursing faculty called Wisconsin Nurse Educator Program to benefit the 44 nursing programs in Wisconsin.

Building an ethnically and racially diverse neurology workforce.

As diversity among patient populations continues to grow, racial and ethnic diversity in the neurology workforce is increasingly essential to the delivery of culturally competent care and for enabling inclusive, generalizable clinical research. Unfortunately, diversity in the workforce is an area in which the field of neurology has historically lagged and faces formidable challenges, including an inadequate number of trainees entering the field, bias experienced by trainees and faculty from minoritized racial and ethnic backgrounds, and 'diversity tax', the disproportionate burden of service work placed on minoritized people in many professions. Although neurology departments, professional organizations and relevant industry partners have come to realize the importance of diversity to the field and have taken steps to promote careers in neurology for people from minoritized backgrounds, additional steps are needed. Such steps include the continued creation of diversity leadership roles in neurology departments and organizations, the creation of robust pipeline programmes, aggressive recruitment and retention efforts, the elevation of health equity research and engagement with minoritized communities. Overall, what is needed is a shift in culture in which diversity is adopted as a core value in the field.

The changing psychiatry workforce in Australia: Still lacking in rural and remote regions.

INTRODUCTION: There is a long standing and worsening shortage of psychiatrists in Australia particularly in rural areas. The majority of psychiatrists work in major cities. OBJECTIVE: To identify recent trends in the Australian rural psychiatrist workforce compared with the metropolitan workforce. DESIGN: We descriptively analysed population-level data from the National Health Workforce Data Set (NHWDS), the Australian Institute of Health and Welfare (AIHW) and the Australian Bureau of Statistics (ABS). A descriptive analysis of the numbers (count) and gender of psychiatrists from 1995 to 2022 working in Australia was conducted. For the period 2013 to 2022, we analysed for rurality, gender, years' experience, hours worked, Medicare-subsidised services provided and proportions of Specialist International Medical Graduates (SIMG) by sex, with a focus on the rural workforce. For international comparison, psychiatrist numbers were obtained for other OECD countries. The number of psychiatrists working in Australia, as per NHWDS and AIHW, was quantified. We analysed trends in demographics, hours worked and rurality of psychiatrists working in Australia in a serial cross-sectional design. FINDINGS: Most psychiatrists are maldistributed to major cities, while outer regional and remote areas have few resident psychiatrists. Outer regional New South Wales (NSW) and South Australia (SA) have the lowest numbers of psychiatrists per capita. The full-time equivalent (FTE) of psychiatrists per 100 000 has increased from 12.6 in 2000 to 15.2 in 2022. However, the average hours worked by psychiatrists has declined. In total, available psychiatrist hours worked per 100 000 population has increased by 6.1% since the beginning of the millennium. DISCUSSION: Rural areas in NSW and SA have the greatest shortage of psychiatrists. Specialist International Medical Graduates and females (43% of the overall workforce) are the predominant workforce in rural areas. Although Medicare-subsidised services per 1000 people have increased in rural areas, they remain lower than for those living in major cities. CONCLUSION: There remains an acute shortage of psychiatrists in many regional and remote areas of Australia, with an increasing proportion of SIMGs and females working in these areas, in the context of future increased demand.