Clinical Outcomes of Rural Patients with Diabetes Treated by ECHO-Trained Providers Versus an Academic Medical Center.

BACKGROUND: Despite clinical practice guidelines prioritizing cardiorenal risk reduction, national trends in diabetes outcomes, particularly in rural communities, do not mirror the benefits seen in clinical trials with emerging therapeutics and technologies. OBJECTIVE: Project ECHO supports implementation of guidelines in under-resourced areas through virtual communities of practice, sharing of best practices, and case-based learning. We hypothesized that diabetes outcomes of patients treated by ECHO-trained primary care providers (PCPs) would be similar to those of patients treated by specialists at an academic medical center. DESIGN: Specialists from the University of New Mexico (UNM) launched a weekly diabetes ECHO program to mentor dyads consisting of a PCP and community health worker at ten rural clinics. PARTICIPANTS: We compared cardiorenal risk factor changes in patients with diabetes treated by ECHO-trained dyads to patients treated by specialists at the UNM Diabetes Comprehensive Care Center (DCCC). Eligible participants included adults with type 1 diabetes, type 2 diabetes on insulin, or diabetes of either type with A1c > 9%. MAIN MEASURES: The primary outcome was change from baseline in A1c in the ECHO and DCCC cohorts. Secondary outcomes included changes in body mass index (BMI), blood pressure, cholesterol, and urine albumin to creatinine ratio (UACR). KEY RESULTS: Compared to the DCCC cohort (n = 151), patients in the ECHO cohort (n = 856) experienced greater A1c reduction (-1.2% vs -0.6%; p = 0.02 for difference in difference). BMI decreased in the Endo ECHO cohort and increased in the DCCC cohort (-0.2 vs. +1.3 kg/m2; p = 0.003 for difference in difference). Diastolic blood pressure declined in the Endo ECHO cohort only. Improvements of similar magnitude were observed in low-density lipoprotein cholesterol in both groups. UACR remained stable in both groups. CONCLUSIONS: ECHO may be a suitable intervention for improving diabetes outcomes in rural, under-resourced communities with limited access to a specialist.

Identification and management of low-risk isolated traumatic brain injury patients initially treated at a rural level IV trauma center.

STUDY OBJECTIVE: Our goal was to determine if low-risk, isolated mild traumatic brain injury (TBI) patients who were initially treated at a rural emergency department may have been safely managed without transfer to the tertiary referral trauma center. METHODS: This was a retrospective observational analysis of isolated mild TBI patients who were transferred from a rural Level IV Trauma Center to a regional Level I Trauma Center between 2018 and 2022. Patients were risk-stratified according to the modified Brain Injury Guidelines (mBIG). Data abstracted from the electronic medical record included patient presentation, management, and outcomes. RESULTS: 250 patients with isolated mild TBI were transferred out to the Level I Trauma Center. Fall was the most common mechanism of injury (69.2%). 28 patients (11.2%) were categorized as low-risk (mBIG1). No mBIG1 patients suffered a progression of neurological injury, had worsening of intracranial hemorrhage on repeat head CT, or required neurosurgical intervention. 12/28 (42.9%) of mBIG1 patients had a hospital length of stay of 2 days or less, typically for observation. Those with longer lengths of stay were due to medical complications, such as sepsis, or difficulty in arranging disposition. CONCLUSION: We propose that patients who meet mBIG1 criteria may be safely observed without transfer to a referral Level I Trauma Center. This would be of considerable benefit to patients, who would not need to leave their community, and would improve resource utilization in the region.

A survey of Canadian specialist anesthesiologists and family practice anesthetists: rural operating room use, a mixed model of care, and mentoring.

PURPOSE: The aim of this project was to collect data on the delivery of anesthesia in Canada. Specifically, our goal was to increase knowledge by identifying provider demographics and different models of anesthesia delivery, and to explore relationships among specialist anesthesiologists (SAs) and family practice anesthetists (FPAs) with a focus on mentoring. METHODS: An online questionnaire was circulated to SAs and FPAs holding membership with the Canadian Anesthesiologists' Society or the Society of Rural Physicians of Canada. A total of 274/2,578 individuals completed the survey (170 SAs and 104 FPAs), providing a response rate of 10.6%. The survey included questions about demographics, anesthesia training, anesthesia resources, models of care, and mentoring relationships. RESULTS: Three major themes emerged from the data: 1) FPAs and rural operating rooms are underused resources as 65% (64/98) of FPAs reported having capacity to increase their individual volume of anesthesia services and 41% (40/98) thought capacity existed within their hospital to increase the volume of surgery; 2) 20 hospitals employed a mixed model of anesthesia care whereby SAs and FPAs worked collectively within the same site; providers working within this model reported high levels of satisfaction and independence; 3) most SAs and FPAs perceived a benefit to mentoring and were interested in participating in a mentoring program. CONCLUSION: This survey shows perceived capacity to expand surgical services in rural areas, a precedent for a mixed SA-FPA model of anesthesia delivery at the same site, and desire for anesthesia providers to engage in mentoring. Such options should be considered to strengthen the physician-led anesthesiology profession in Canada.

RéSUMé: OBJECTIF: L'objectif de ce projet était de recueillir des données sur la prestation de l'anesthésie au Canada. Plus précisément, notre objectif était d'accroître les connaissances en identifiant les caractéristiques démographiques des prestataires et les différents modèles de prestation d'anesthésie, et d'explorer les relations entre les anesthésiologistes spécialisé·es (AS) et les anesthésiologistes en médecine familiale (AMF) en mettant l'accent sur le mentorat. MéTHODE: Un questionnaire en ligne a été distribué aux AS et aux AMF membres avec la Société canadienne des anesthésiologistes ou la Société de la médecine rurale du Canada. Au total, 274 personnes sur 2578 ont répondu à l'enquête (170 AS et 104 AMF), soit un taux de réponse de 10,6 %. L'enquête comprenait des questions sur les données démographiques, la formation en anesthésie, les ressources en anesthésie, les modèles de soins et les relations de mentorat. RéSULTATS: Trois grands thèmes se sont dégagés des données : 1) Les AMF et les salles d'opération en milieu rural sont des ressources sous-utilisées, puisque 65 % (64/98) des AMF ont déclaré avoir la capacité d'augmenter le volume individuel de leurs services d'anesthésie et 41 % (40/98) pensaient qu'il existait une capacité au sein de leur hôpital pour augmenter le volume chirurgical; 2) 20 hôpitaux utilisent un modèle mixte de soins d'anesthésie dans lequel les AS et les AMF travaillent collectivement sur le même site; les prestataires qui travaillent dans le cadre de ce modèle ont fait état de niveaux élevés de satisfaction et d'indépendance; 3) la plupart des AS et des AMF perçoivent un avantage au mentorat et sont intéressé·es à participer à un programme de mentorat. CONCLUSION: Cette enquête montre la capacité perçue d'étendre les services chirurgicaux dans les zones rurales, un précédent pour un modèle mixte AS-AMF de prestation d'anesthésie sur le même site, et le désir des prestataires d'anesthésie de s'engager dans le mentorat. De telles options devraient être envisagées pour renforcer la profession médicale de l'anesthésiologie au Canada.

Impact of point-of-care ultrasound use on patient referral decisions in rural Kenya: a mixed methods study.

BACKGROUND: Point-of-care ultrasound (POCUS) is recognized as a key imaging modality to bridge the diagnostic imaging gap in Low- and Middle-Income Countries (LMICs). POCUS use has been shown to impact patient management decisions including referral for specialist care. This study explored the impact of POCUS use on referral decisions among trained healthcare providers working in primary rural and peri-urban health facilities in Kenya. METHODS: A concurrent mixed methods approach was used, including a locally developed survey (N = 38) and semi-structured interviews of POCUS trained healthcare providers (N = 12). Data from the survey was descriptively analyzed and interviews were evaluated through the framework matrix method. RESULTS: Survey results of in-facility access to Xray, Ultrasonography, CT scan and MRI were 49%, 33%, 3% and 0% respectively. Only 54% of the facilities where trainees worked had the capacity to perform cesarean sections, and 38% could perform general surgery. Through a combined inductive and deductive evaluation of interview data, we found that the emerging themes could be organized through the framework of the six domains of healthcare quality as described by the Institute of Medicine: Providers reported that POCUS use allowed them to make referral decisions which were timely, safe, effective, efficient, equitable and patient-centered. Challenges included machine breakdown, poor image quality, practice isolation, lack of institutional support and insufficient feedback on the condition of patients after referral. CONCLUSION: This study highlighted that in the setting of limited imaging and surgical capacity, POCUS use by trained providers in Kenyan primary health facilities has the potential to improve the patient referral process and to promote key dimensions of healthcare quality. Therefore, there is a need to expand POCUS training programs and to develop context specific POCUS referral algorithms.

Descriptive Analysis of Patients Receiving Outpatient eConsults for Neurological Disorders in the United States.

Introduction: Interprofessional consultations ("eConsults"), which facilitate asynchronous specialist consultations, remain understudied in neurological disorders. We aimed to describe the patient population receiving eConsult services for neurological disorders nationwide and to conduct a comparative analysis between rural and urban patients within this eConsult cohort. Methods: We analyzed a dataset of U.S. outpatient claims from employer-sponsored commercial and Medicare plans. Using standardized mean differences, we compared clinical and sociodemographic patient characteristics between urban and rural patients within the eConsult group. Results: We identified 1,374 patients who had an eConsult order for a neurological disorder. Overall eConsult volume increased by 548.5% between 2019 and 2021. A majority of the cohort were aged 65 years or older (23.7%), had an eConsult order in 2021 (52.4%), and live in an urban area (90.4%). The primary diagnosis for our cohort was likely to be a sleep-wake disorder (21.9%), cerebrovascular disease (14.3%), neurological sign or symptom (14.2%), or headache (13.7%). In the secondary analysis, rural eConsult patients exhibited higher rates of primary diagnoses for traumatic brain injury, neuroophthalmic disorders, or neuropathy than their urban counterparts. Discussion: In this national sample of commercially insured patients, the utilization of eConsults for neurological conditions increased nationwide since 2019, especially for patients living in rural areas.

A Qualitative Review of the Air Rescue One Rural Search and Rescue Program in British Columbia, Canada.

INTRODUCTION: Rural emergency prehospital care in British Columbia is conducted primarily by the British Columbia Ambulance Services or ground search and rescue volunteers. Since 2014, the volunteer Air Rescue One (AR1) program has provided helicopter emergency winch rescue services to rural British Columbia. The aim of this research was to describe the activity of the AR1 program and to make recommendations to improve future operations. METHODS: Data were collected retrospectively from September 2014 to May 2021, and parameters of emergency callout statistics from the organization's standard operating guidelines, rescue reports, and interviews were summarized and reviewed. RESULTS: Of 152 missions within the study period, 105 were medically related rescues involving trauma or cardiac events. Snowmobiling, mountain biking, and hiking were the most common activities requiring rescue. The 38 medical callouts that were not completed by AR1 were reviewed for contributing factors. Response time varied due to the vast service area, but median time from request to takeoff was 55 min (interquartile range 47-69 min), and median on-scene time was 21 min (interquartile range 11-33 min). CONCLUSIONS: AR1 provides advanced medical care into British Columbia's remote and difficult-to-access areas, minimizing delays in treatment and risk to patients and responders. Callout procedures should be streamlined enabling efficient AR1 activation. Collection of medical and flight information should be improved with standardized documentation, aiding in internal education and future research into the program's impact on emergency prehospital care. Future directions for improvement of care include the possibility of introducing portable ultrasound technology.

Factors related to the resignation and migration of physicians in public health administration agencies using nationwide survey data in Japan.

BACKGROUND: Physicians in public health administration agencies (public health physicians: PHP) play important roles in public health; however, there are not enough such physicians in Japan. This study aimed to elucidate the factors related to the resignation and migration of PHPs using nationwide survey data. METHODS: Data from the Survey of Physicians, Dentists, and Pharmacists (2010, 2012, 2014, and 2016) were analyzed. The outcome was the resignation of PHPs or migration to public health administration agencies. The explanatory variables in the resignation analysis were age, sex, workplace, and board certification status. The type of work was added as an explanatory variable in the migration analysis, and clinical specialty was added to the clinical doctor-restricted analysis. The odds ratios (ORs) of the explanatory variables were calculated using generalized estimation equations. RESULTS: In the resignation analysis among PHPs, women had a significantly lower OR, whereas younger PHPs and those with board certifications had significantly higher ORs. In the migration to public health administration agencies analysis among medical doctors, women and those aged between 35 and 39 years had significantly higher ORs, but those with board certifications had significantly lower ORs. Hospital/clinic founders or directors had significantly lower ORs, but the clinic staff and 'others/not working' had significantly higher ORs. In the migration to public health administration agencies analysis among clinical physicians, those aged between 35 and 39 years had significantly higher ORs. Still, those with two or more board certifications had significantly lower ORs. Hospital/clinic founders or directors had significantly lower ORs, but the clinic staff had significantly higher ORs. Clinical doctors specializing in surgery and other specialties had significantly lower ORs, but those specializing in pediatrics and psychiatry/psychosomatic medicine had significantly higher ORs. CONCLUSIONS: Having board certifications were significantly related to the resignation of PHPs and migration to public health administration agencies. Women migrated to public health administration agencies more than men and younger PHPs were more likely to resign. However, medical doctors aged between 35 and 39 years were more likely to migrate to public health administration agencies. Similarly, clinic staff, non-clinical physicians, and those whose specialties were pediatrics and psychiatry/psychosomatic medicine were more likely to migrate to public health administration agencies.

The Attributes of Physicians Assigned to Rural Clinics Designated for Areas without Physicians in Japan.

In Japan, there are rural clinics designated for areas without physicians to ensure the availability of medical care for rural area residents. The purpose of this study was to clarify the attributes of physicians working in the rural clinics. Using the 2018 Ministry of Health, Labour and Welfare data in Japan, we compared the attributes and board certifications of physicians in rural clinics with those of physicians in other clinics. The age group with the highest percentage of physicians was the over 70 group (16%) and the early 30s group (15%) at rural clinics; however, the highest percentage of physicians at other clinics was the 70 over group (20%) and the early 60s group (16%). The number of physicians working in the internal medicine field at rural clinics was 550 (89%). There were 147 (27%) board-certified physicians in that field. Among them, the number of board certifications in internal medicine, surgery, and other than internal medicine or surgery were 79 (54%), 17 (12%), and 51 (35%), respectively. The proportion of board-certified surgery physicians within the internal medicine field in rural clinics was significantly higher than in other clinics (5%). In rural clinics, the age distribution of physicians was different from that in other clinics, and many of the physicians worked in the internal medicine field, but some of them seemed to have a mismatch between their board-certifications and their fields of practice. Further studies are necessary to clarify what the mismatches mean in rural practice.

Characteristics and outcomes of respiratory distress among term infants born in a regional setting.

INTRODUCTION: Respiratory distress is the leading cause of admission to neonatal units and is a common indication for medical retrieval. Whilst approximately 25% of births in NSW occur in regional centres, there is a paucity of neonatal research in these settings. OBJECTIVE: To describe the characteristics and outcomes of term neonates admitted with respiratory distress to two regional special care nurseries (SCNs) and identify variables associated with the need for medical retrieval. DESIGN: We describe a cohort of 629 term infants admitted to the SCN in two regional hospitals, 2015-2019. We describe the admission characteristics, level of respiratory support, biochemical investigations, diagnosis and outcomes. FINDINGS: During the study period, 629 eligible term infants were admitted, retrieval occurred in 29 (4.6%). Those admitted were more often male (66.5%), with a mean gestational age of 39 + 1 weeks (±9 days) and birth weight of 3470 g (±500 g). Infants requiring medical retrieval had higher PaCO2 on blood gas analysis (59.8 mmHg vs. 53.3 mmHg, OR 1.03, p = 0.02). There was no association between maternal GBS status, meconium-stained liquor, gestational age, or raised inflammatory markers and medical retrieval. Transient tachypnoea of the newborn was the most common diagnosis of neonates admitted to SCN with respiratory distress. DISCUSSION: Among term infants admitted to a SCN for respiratory distress most were male, of a normal birthweight and born in good condition. Within our cohort there was no association between retrieval and maternal GBS colonisation, meconium-stained liquor or raised infectious biomarkers. Medical retrieval was infrequent and was associated with higher PaCO2 on initial blood gas analysis. CONCLUSION: We present a large cohort of term newborn infants managed for respiratory distress in a regional setting over a five-year period. Retrieval was infrequent, and outcomes for the cohort were excellent with no deaths during the study period.

Factors related to Japanese internal medicine doctors' retention or migration to rural areas: a nationwide retrospective cohort study.

BACKGROUND: Internal medicine (IM) doctors in Japan play the role of primary care physicians; however, the shortage of rural physicians continues. This study aims to elucidate the association of age, sex, board certification, type of work, and main clinical work with the retention or migration of IM doctors to rural areas. METHODS: This retrospective cohort study included 82,363 IM doctors in 2010, extracted from the national census data of medical doctors. The explanatory variables were age, sex, type of work, primary clinical work, and changes in board certification status. The outcome was retention or migration to rural areas. The first tertile of population density (PD) of municipalities defined as rural area. After stratifying the baseline ruralities as rural or non-rural areas, the odds ratios (ORs) of the explanatory variables were calculated using generalized estimation equations. The analyses were also performed after age stratification (<39, 40-59, ≥60 years old). RESULTS: Among the rural areas, women had a significantly higher OR for retention, but obtaining board certification of IM subspecialties had a significantly lower OR. Among the non-rural areas, physicians who answered that their main work was IM without specific subspecialty and general had a significantly higher OR, but obtaining and maintaining board certification for IM subspecialties had a significantly lower OR for migration to rural areas. After age stratification, the higher OR of women for rural retention was significant only among those aged 40-59 years. Those aged under 40 and 40-59 years in the non-rural areas, who answered that their main work was IM without specific subspecialty had a significantly higher OR for migration to rural areas, and those aged 40-59 years in the rural areas who answered the same had a higher OR for rural retention. CONCLUSIONS: Obtaining and maintaining board certification of IM subspecialties are possible inhibiting factors for rural work, and IM doctors whose main work involves subspecialties tend to work in non-rural areas. Once rural work begins, more middle-aged female IM doctors continued rural work compared to male doctors.

What Do Medical Students Learn about Community Care from Discussions with General Physicians? A Thematic Analysis.

Background and Objectives: Sustainable healthcare is fundamentally rooted in community medicine education. The COVID-19 pandemic disrupted global advancement in integrating traditional teaching and experiential learning. Additionally, an alarming decline in interest in community care has been observed among senior medical students. Here, we examined the perspectives on community care obtained from conversations with general physicians in rural medical universities. Materials and Methods: Using a constructivist lens, a qualitative methodology was employed to examine the perceptions of second-year medical students from Shimane University Medical School regarding community care, informed by dialogues with general physicians. We conducted a thematic analysis at Shimane University, Japan, an area known for its aging population. In 2023, 116 second-year students participated, none of whom had prior formal training in community care. The study was structured into three phases: (1) Pre-education: Students wrote essays about their initial understanding of community care, its advantages, disadvantages, and potential improvements; (2) Dialogue: Grouped by topic, students engaged in discussions that culminated in a comprehensive session with general physicians; and (3) Reflection: After discussions, students wrote essays reflecting any shift in their views on community care. A thematic analysis of essays from the pre-education and reflection phases provided a comparative perspective on the students' understanding. Results: Five dominant themes emerged from the thematic analysis: (1) Re-evaluating community care: Recognizing diversity and addressing societal challenges; (2) Interdisciplinary collaboration: Promoting shared roles and teamwork; (3) Learning and practice: Emphasizing hands-on experience and self-reflection; (4) Technological influence: The mutual relationship between community care and technological advancements; and (5) Challenges and resolutions: Identifying problems and crafting solutions. Conclusions: This study sheds light on the evolution of medical students' views on community care and underscores the importance of continuous adaptation in medical education programs.

[Training of Icelandic rural doctors in managing trauma and acute illness].

INTRODUCTION: Rural medicine is in many ways different from urban primary care. In addition to providing primary care for a population, the rural doctor is tasked with the initial evaluation and stabilization of all emergencies usually managed by an Emergency Department in urban areas. The goal of this study was to assess rural doctors' in Iceland attendance of courses in Emergency Medicine (EM), how rural doctors grade their own ability to respond to emergencies and evaluate their Continuous Medical Education (CME) within the field of EM. MATERIALS AND METHODS: In this descriptive cross-sectional study, all rural general practitioners (GP) in Iceland with at least two years of experience post foundation training and who practiced at least a quarter of every year outside the capital area were surveyed using an electronic questionnaire. T-test and qi-square test were used for analysis and significance determined if p<0.05. RESULTS: The survey was sent to 84 doctors with 47 (56%) completing the survey. Over 90% of the participants reported having completed a course in Advanced Life Support (ALS) but only 18% had completed a course in prehospital EM specifically designed for this group of doctors. Over half of the participants considered themselves to have good training to perform 7 out of 11 surveyed emergency procedures. Over 40% of participants considered it necessary to improve their CME in 7 out of 10 categories of EM. The majority of rural GPs considered shortage of doctors in the rural environment a significant factor limiting their CME. CONCLUSIONS: The majority of rural doctors in Iceland consider themselves to have a good training to provide initial EM care in their community. Efforts to improve their training in this field of medicine should focus on scene safety and working in the prehospital setting, pediatrics, labor and deliveries and gynecological emergencies. Rural doctors need to have access to appropriate EM training courses.

Responsive policies needed to secure rural supply from increasing female doctors: A perspective.

Around the world, the supply of rural health services to address population health needs continues to be a wicked problem. Adding to this, an increasing proportion of female doctors is graduating from medical courses but gender is not accounted for within rural workforce policy and planning. This threatens the future capacity of rural medical services. This perspective draws together the latest evidence, to make the case for industry and government action on responsive policy and planning to attract females to rural medicine. We find that the factors that attract female doctors to rural practice are not the same as males. We identify female-tailored policies require a re-visioning of rural recruitment, use of employment arrangements that attract females and re-thinking issues of rural training and specialty choice. We conceptualise a roadmap that includes co-designing rural jobs within supportive teams, allowing for capped hours which align with childcare along with boosting of female peer support and mentorship. There is also a need to enhance flexible rural postgraduate training options in a range of specialties (at a time when many women are establishing families) and to consider viable partner employment (including for female doctors with university trained partners) and advertising specific rural attractors to women, including the chance to connect with communities and make a difference.

Impact of clinical placement sites on general practice as a career preference for Australian medical students.

OBJECTIVE: This study investigates whether General Practice placement experience or locations (urban/metropolitan vs non-metropolitan) promote student interest in pursuing general practice. DESIGN: SurveyMonkey was used in the design of the survey. SETTING: The study was conducted online. PARTICIPANTS: A total of 520 and 705 clinical-year students were surveyed in 2009 and 2019, respectively. The study was conducted online, using SurveyMonkey, and the participants were mostly non-indigenous Australian medical students, between the ages of 18 and 30. INTERVENTIONS: Students were recruited from the General Practice Students' Network membership database to complete the survey online. Chi-squared testing, Pearson's correlation and a multivariate logistic regression analysis were used to investigate the correlation between general practice placements and intention to become a general practice. MAIN OUTCOME MEASURES: The association and causation between general practice placement location, student experience and students' intended career outcomes. RESULTS: In 2009, majority of students rated their general practice experience 'mostly positive' while most metropolitan participants and majority of non-metropolitan placement participants in the 2019 survey responded with 'mostly positive' in 2019. Based on 2009 and 2019 data, general practice placement location had no association with the likelihood of pursuing general practice as a career, while student experience had a stronger positive correlation with the likelihood of pursuing general practice as a career. CONCLUSION: Our study shows that students' overall experience with their general practice placements significantly encourages medical students to pursue the general practice pathway. As such, increasing both metropolitan and non-metropolitan placement experiences can potentially overcome general practice shortage.

Testing telediagnostic obstetric ultrasound in Peru: a new horizon in expanding access to prenatal ultrasound.

BACKGROUND: Ninety-four percent of all maternal deaths occur in low- and middle-income countries, and the majority are preventable. Access to quality Obstetric ultrasound can identify some complications leading to maternal and neonatal/perinatal mortality or morbidity and may allow timely referral to higher-resource centers. However, there are significant global inequalities in access to imaging and many challenges to deploying ultrasound to rural areas. In this study, we tested a novel, innovative Obstetric telediagnostic ultrasound system in which the imaging acquisitions are obtained by an operator without prior ultrasound experience using simple scan protocols based only on external body landmarks and uploaded using low-bandwidth internet for asynchronous remote interpretation by an off-site specialist. METHODS: This is a single-center pilot study. A nurse and care technician underwent 8 h of training on the telediagnostic system. Subsequently, 126 patients (68 second trimester and 58 third trimester) were recruited at a health center in Lima, Peru and scanned by these ultrasound-naïve operators. The imaging acquisitions were uploaded by the telemedicine platform and interpreted remotely in the United States. Comparison of telediagnostic imaging was made to a concurrently performed standard of care ultrasound obtained and interpreted by an experienced attending radiologist. Cohen's Kappa was used to test agreement between categorical variables. Intraclass correlation and Bland-Altman plots were used to test agreement between continuous variables. RESULTS: Obstetric ultrasound telediagnosis showed excellent agreement with standard of care ultrasound allowing the identification of number of fetuses (100% agreement), fetal presentation (95.8% agreement, κ =0.78 (p < 0.0001)), placental location (85.6% agreement, κ =0.74 (p < 0.0001)), and assessment of normal/abnormal amniotic fluid volume (99.2% agreement) with sensitivity and specificity > 95% for all variables. Intraclass correlation was good or excellent for all fetal biometric measurements (0.81-0.95). The majority (88.5%) of second trimester ultrasound exam biometry measurements produced dating within 14 days of standard of care ultrasound. CONCLUSION: This Obstetric ultrasound telediagnostic system is a promising means to increase access to diagnostic Obstetric ultrasound in low-resource settings. The telediagnostic system demonstrated excellent agreement with standard of care ultrasound. Fetal biometric measurements were acceptable for use in the detection of gross discrepancies in fetal size requiring further follow up.

Geographic distribution and characteristics of the pediatric dermatology workforce in the United States.

BACKGROUND/OBJECTIVES: Up to 30% of pediatric primary care visits include a cutaneous complaint, yet the pediatric dermatology workforce has historically been too small to provide adequate specialized care. This study assesses the geographic distribution of pediatric dermatologists to determine physician-to-patient ratios, analyzes urban-rural disparities, and determines post-fellowship migration patterns. METHODS: Board-certified pediatric dermatologists were identified using the Society for Pediatric Dermatology's public database, and their demographics and credentials were subsequently verified by an online search. Analysis included physician density per 100 000 children for each state and region, along with geographic distribution for rural and urban areas, based on the United States Census Bureau's definitions. The distances between practice locations and the American Board of Dermatology-approved Pediatric Dermatology fellowship training sites were reviewed. RESULTS: An estimated 336 board-certified pediatric dermatologists currently work in the United States with 76.8% being women and 71.1% practicing within 50 miles of the nearest fellowship program. 96.4% are located in urban areas and 3.6% in rural areas with an average ratio of 0.54 and 0.09 per 100 000 children, respectively. The average ratio of pediatric dermatologists in the United States was 0.46 per 100 000 children. On average (standard deviation), there are 6.6 (8.8) pediatric dermatologists per state but with 7 states having zero. CONCLUSIONS: The demand for pediatric dermatologists continues to outpace the current physician availability with a disparity between urban and rural areas. Further awareness and emphasis on training and recruitment of additional pediatric dermatologists are essential to addressing this important issue.

Dermatological services; patient profiling in a rural tertiary hospital.

BACKGROUND/OBJECTIVES: There is a paucity of research available regarding the epidemiology of patients attending dermatology outpatient services in Australia. Our objective was to analyse who was attending public dermatology outpatient clinics in a Northern Territory tertiary hospital, with a particular focus on Indigenous and rural patients. METHODS: This is a retrospective cohort study of patients who attended dermatology outpatient clinics between 1 January 2016 and 31 December 2016. Outcome measures included patient demographics (age, gender, ethnicity and postcode) and referrer details. RESULTS: Over the 12 month study period, 923 appointments were scheduled for 500 patients. Of the appointments scheduled, 667 were attended. Twelve per cent of patients were Indigenous, and of the total appointment attendances, 10% were by Indigenous patients. Of the 923 appointments, 28% were not attended, with a higher non-attendance rate for Indigenous patients at 36%. The majority of patients seen were adults, for both groups, but a larger proportion of Indigenous children were seen. Nine per cent of patients with a recorded address were from a remote region. CONCLUSION: Dermatology outpatient services are likely under-utilised by Indigenous, and remote patients. If we are to improve skin health in Australia, barriers such as limited access to dermatological services in remote regions must be addressed.

Secondary transfer of emergency stroke patients eligible for mechanical thrombectomy by air in rural England: economic evaluation and considerations.

BACKGROUND: Mechanical thrombectomy (MT) is a time-sensitive emergency procedure for patients who had ischaemic stroke leading to improved health outcomes. Health systems need to ensure that MT is delivered to as many patients as quickly as possible. Using decision modelling, we aimed to evaluate the cost-effectiveness of secondary transfer by helicopter emergency medical services (HEMS) compared with ground emergency medical services (GEMS) of rural patients eligible for MT in England. METHODS: The model consisted of (1) a short-run decision tree with two branches, representing secondary transfer transportation strategies and (2) a long-run Markov model for a theoretical population of rural patients with a confirmed ischaemic stroke. Strategies were compared by lifetime costs: quality-adjusted life years (QALYs), incremental cost per QALY gained and net monetary benefit. Sensitivity and scenario analyses explored uncertainty around parameter values. RESULTS: We used the base case of early-presenting (<6 hours to arterial puncture) patient aged 75 years who had stroke to compare HEMS and GEMS. This produced an incremental cost-effectiveness ratio (ICER) of £28 027 when a 60 min reduction in travel time was assumed. Scenario analyses showed the importance of the reduction in travel time and futile transfers in lowering ICERs. For late presenting (>6 hours to arterial puncture), ground transportation is the dominant strategy. CONCLUSION: Our model indicates that using HEMS to transfer patients who had stroke eligible for MT from remote hospitals in England may be cost-effective when: travel time is reduced by at least 60 min compared with GEMS, and a £30 000/QALY threshold is used for decision-making. However, several other logistic considerations may impact on the use of air transportation.

Burnout, job satisfaction, and work-family conflict among rural medical providers.

Rural medical providers may be particularly susceptible to burnout and additional demands on personal time, due to the increased demands of health-care shortages in rural areas. The purpose of this study was to examine the prevalence of perceived stress and burnout among rural medical providers, and associations with job satisfaction, work-family conflict, and amount of work completed during personal time. Electronic surveys were completed by 151 medical providers. Multiple linear regression was used to further examine associations between work during personal time and work-family conflict, predicted perceived job satisfaction, perceived stress, and burnout. Primary hypotheses were supported, and work-family conflict and work during personal time were negatively correlated with job satisfaction and positively correlated with perceived stress and burnout. Examining these findings could aid in designing interventions that might assist with provider shortages in rural healthcare.

Critical care resource use associated with tourism in Central Australia.

OBJECTIVE: Tourism to regional and remote Australia is increasing. Its impact on regional critical care services is incompletely understood. We describe tourist admissions and their impact on critical care resources relative to the local population. DESIGN: Single-centre retrospective study using prospectively collected data from January 2009 to December 2018. SETTING: Australian regional intensive care unit. PARTICIPANTS: All critical care admissions for patients aged over 18 years for whom postcode data were available were included. OUTCOME MEASURES: Primary outcome was hospital mortality. Secondary outcomes examined resource use (intensive care unit and hospital length of stay, mechanical ventilation, interhospital transfer) and admission diagnosis. RESULTS: Tourists comprise 6.1% of critical care admissions, occupying 5.7% of intensive care unit bed days. They were less likely to be Indigenous (6.3% vs 72.7%), but older (61.5 vs 49.2 years) and male (65.4% vs 52.6%). They were more frequently admitted following acute myocardial infarction (14.2% vs 8.9%) or trauma (20.0% vs 5.0%). There was no difference in hospital mortality (2.9% vs 4.0%) or intensive care unit mortality (2.4% vs 1.8%); however, tourists were more than twice as likely to require interhospital transfer (31.7% vs 14.0%). These findings persisted after adjustment for illness severity. CONCLUSION: Tourists are an appreciable caseload of this regional intensive care unit and are more likely to require interhospital transfer. There was no difference in mortality. Further research is required across regional and rural Australia to better understand the epidemiology and impact of tourism on critical care resources, and the economic implications of becoming unwell in a regional area.