Avoiding double counting: the effect of bundling hospital events in administrative datasets for the interpretation of rural-urban differences in Aotearoa New Zealand.

BACKGROUND AND OBJECTIVES: All publicly funded hospital discharges in Aotearoa New Zealand are recorded in the National Minimum Dataset (NMDS). Movement of patients between hospitals (and occasionally within the same hospital) results in separate records (discharge events) within the NMDS and if these consecutive health records are not accounted for hospitalization (encounters) rates might be overestimated. The aim of this study was to determine the impact of four different methods to bundle multiple discharge events in the NMDS into encounters on the relative comparison of rural and urban Ambulatory Sensitive Hospitalization (ASH) rates. METHODS: NMDS discharge events with an admission date between July 1, 2015, and December 31, 2019, were bundled into encounters using either using a) no method, b) an "admission flag", c) a "discharge flag", or d) a date-based method. ASH incidence rate ratios (IRRs), the mean total length of stay and the percentage of interhospital transfers were estimated for each bundling method. These outcomes were compared across 4 categories of the Geographic Classification for Health. RESULTS: Compared with no bundling, using the date-based method resulted in an 8.3% reduction (150 less hospitalizations per 100,000 person years) in the estimated incidence rate for ASH in the most rural (R2-3) regions. There was no difference in the interpretation of the rural-urban IRR for any bundling methodology. Length of stay was longer for all bundling methods used. For patients that live in the most rural regions, using a date-based method identified up to twice as many interhospital transfers (5.7% vs 12.4%) compared to using admission flags. CONCLUSION: Consecutive events within hospital discharge datasets should be bundled into encounters to estimate incidence. This reduces the overestimation of incidence rates and the undercounting of interhospital transfers and total length of stay.

Rural-urban variation in the utilisation of publicly funded healthcare services: an age-stratified population-level observational study.

AIM: To compare age-stratified public health service utilisation in Aotearoa New Zealand across the rural-urban spectrum. METHODS: Routinely collected hospitalisation, allied health, emergency department and specialist outpatient data (2014-2018), along with Census denominators, were used to calculate utilisation rates for residents in the two urban and three rural categories in the Geographic Classification for Health. RESULTS: Relative to their urban peers, rural Maori and rural non-Maori had lower all-cause, cardiovascular, mental health and ambulatory sensitive (ASH) hospitalisation rates. The age-standardised ASH rate ratios (major cities as the reference, 95% CIs) across the three rural categories were for Maori 0.79 (0.78, 0.80), 0.83 (0.82, 0.85) and 0.80 (0.77, 0.83), and for non-Maori 0.87 (0.86, 0.88), 0.80 (0.78, 0.81) and 0.50 (0.47, 0.53). Residents of the most remote communities had the lowest rates of specialist outpatient and emergency department attendance, an effect that was accentuated for Maori. Allied health service utilisation by those in rural areas was higher than that seen in the major cities. CONCLUSIONS: The large rural-urban variation in health service utilisation demonstrated here is previously unrecognised and in contrast to comparable international data. New Zealand's most remote communities have the lowest rates of health service utilisation despite high amenable mortality rates. This raises questions about geographic equity in health service design and delivery and warrants further in-depth research.

Rural-urban variation in COVID-19 vaccination uptake in Aotearoa New Zealand: Examining the national roll-out.

This study aimed to understand rural-urban differences in the uptake of COVID-19 vaccinations during the peak period of the national vaccination roll-out in Aotearoa New Zealand (NZ). Using a linked national dataset of health service users aged 12+ years and COVID-19 immunization records, age-standardized rates of vaccination uptake were calculated at fortnightly intervals, between June and December 2021, by rurality, ethnicity, and region. Rate ratios were calculated for each rurality category with the most urban areas (U1) used as the reference. Overall, rural vaccination rates lagged behind urban rates, despite early rapid rural uptake. By December 2021, a rural-urban gradient developed, with age-standardized coverage for R3 areas (most rural) at 77%, R2 81%, R1 83%, U2 85%, and U1 (most urban) 89%. Age-based assessments illustrate the rural-urban vaccination uptake gap was widest for those aged 12-44 years, with older people (65+) having broadly consistent levels of uptake regardless of rurality. Variations from national trends are observable by ethnicity. Early in the roll-out, Indigenous Maori residing in R3 areas had a higher uptake than Maori in U1, and Pacific peoples in R1 had a higher uptake than those in U1. The extent of differences in rural-urban vaccine uptake also varied by region.

Investigation and treatment after non-ST segment elevation acute coronary syndrome for patients presenting to rural or urban hospitals in Aotearoa New Zealand: ANZACS-QI 75.

AIMS: Compare the care patients with non-ST segment elevation acute coronary syndrome (NSTEACS) received in Aotearoa New Zealand depending on the rural-urban category of the hospital they are first admitted to. METHODS: Patients with NSTEACS investigated with invasive coronary angiogram between 1 January 2014 and 31 December 2019 were included. There were three hospital categories (routine access to percutaneous coronary intervention [urban interventional], other urban [urban non-interventional] and rural) and three ethnicity categories (Maori, Pacific and non-Maori/non-Pacific). Clinical performance measures included: angiography ≤3 days, assessment of left ventricular ejection fraction (LVEF) and prescription of secondary prevention medication. RESULTS: Of 26,779 patients, 66.2% presented to urban-interventional, 25.6% to urban non-interventional and 8.2% to rural hospitals. A smaller percentage of patients presenting to urban interventional than urban non-interventional and rural hospitals were Maori (8.1%, 17.0% and 13.0%). Patients presenting to urban interventional hospitals were more likely to receive timely angiography than urban non-interventional or rural hospitals (78.5%, 60.8% and 63.1%). They were also more likely to have a LVEF assessment (78.5%, 65.4% and 66.3%). In contrast, the use of secondary prevention medications at discharge was similar between hospital categories. Maori and Pacific patients presenting to urban interventional hospitals were less likely than non-Maori/non-Pacific to receive timely angiography but more likely to have LVEF assessed. However, LVEF assessment and timely angiography in urban non-interventional and rural hospitals were lower than in urban interventional hospitals for both Maori and non-Maori/non-Pacific. CONCLUSIONS: Patients presenting to urban hospitals without routine interventional access and rural hospitals were less likely to receive LVEF assessment or timely angiography. This disproportionately impacts Maori, who are more likely to live in these hospital catchments.

A retrospective observational study examining interhospital transfers from six New Zealand rural hospitals in 2019.

OBJECTIVE: The aim of this study was to identify the percentage of patients that were transferred from rural hospitals and who received an investigation or intervention at an urban hospital that was not readily available at the rural hospital. METHODS: A retrospective observational study. DESIGN: Patients were randomly selected and clinical records were reviewed. Patient demographic and clinical information was collected, including any interventions or investigations occurring at the urban referral hospital. These were compared against the resources available at the rural hospitals. SETTING: Six New Zealand (NZ) rural hospitals were included. PARTICIPANTS: Patients that were transferred from a rural hospital to an urban hospital between 1 Jan 2019 and 31 December 2019 were included. MAIN OUTCOME MEASURES: The primary outcome measure was the percentage of patients who received an investigation or intervention that was not available at the rural hospital. RESULTS: There were 584 patients included. Overall 73% of patients received an intervention or investigation that was not available at the rural hospital. Of the six rural hospitals, there was one outlier, where only 37% of patients transferred from that hospital received an investigation or intervention that was not available rurally. Patients were most commonly referred to general medicine (23%) and general surgery (18%). Of the investigations or interventions performed, 43% received a CT scan and 25% underwent surgery. CONCLUSIONS: Most patients that are transferred to urban hospitals receive an intervention or investigation that was not available at the rural hospital.

Comparison of urban and rural mortality rates across the lifespan in Aotearoa/New Zealand: a population-level study.

BACKGROUND: Previous studies undertaken in New Zealand using generic rurality classifications have concluded that life expectancy and age-standardised mortality rates are similar for urban and rural populations. METHODS: Administrative mortality (2014-2018) and census data (2013 and 2018) were used to estimate age-stratified sex-adjusted mortality rate ratios (aMRRs) for a range of mortality outcomes across the rural-urban spectrum (using major urban centres as the reference) for the total population and separately for Maori and non-Maori. Rural was defined according to the recently developed Geographic Classification for Health. RESULTS: Mortality rates were higher overall in rural areas. This was most pronounced in the youngest age group (<30 years) in the most remote communities (eg, all-cause, amenable and injury-related aMRRs (95% CIs) were 2.1 (1.7 to 2.6), 2.5 (1.9 to 3.2) and 3.0 (2.3 to 3.9) respectively. The rural:urban differences attenuated markedly with increasing age; for some outcomes in those aged 75 years or more, estimated aMRRs were <1.0. Similar patterns were observed for Maori and non-Maori. CONCLUSION: This is the first time that a consistent pattern of higher mortality rates for rural populations has been observed in New Zealand. A purpose-built urban-rural classification and age stratification were important factors in unmasking these disparities.

Outcomes and access to angiography following non-ST-segment elevation acute coronary syndromes in patients who present to rural or urban hospitals: ANZACS-QI 72.

AIM: This study's aim was to identify differences in invasive angiography performed and health outcomes for patients with non-ST-segment elevation acute coronary syndrome (NSTEACS) presenting to either i) a rural hospital, or an urban hospital ii) with or iii) without routine access to percutaneous intervention (PCI) in New Zealand. METHODS: Patients with NSTEACS between 1 January 2014 and 31 December 2017 were included. Logistic regression was used to model each of the outcome measures: angiography performed within 1 year; 30-day, 1-year and 2-year all-cause mortality; and readmission within 1 year of presentation with either heart failure, a major adverse cardiac event or major bleeding. RESULTS: There were 42,923 patients included. Compared to urban hospitals with access to PCI, the odds of a patient receiving an angiogram were reduced for rural and urban hospitals without routine access to PCI (odds ratio [OR] 0.82 and 0.75) respectively. There was a small increase in the odds of dying at 2 years (OR 1.16), but not 30 days or 1 year for patients presenting to a rural hospital. CONCLUSION: Patients who present to hospitals without PCI are less likely to receive angiography. Reassuringly there is no difference in mortality, except at 2 years, for patients that present to rural hospitals.

The place of rural hospitals in New Zealand's health system: an exploratory qualitative study.

INTRODUCTION: In Aotearoa New Zealand (NZ) there is a knowledge gap regarding the place and contribution of rural hospitals in the health system. New Zealanders residing in rural areas have poorer health outcomes than those living in urban areas, and this is accentuated for Maori, the Indigenous people of the country. There is no current description of rural hospital services, no national policies and little published research regarding their role or value. Around 15% of New Zealanders rely on rural hospitals for health care. The purpose of this exploratory study was to understand national rural hospital leadership perspectives on the place of rural hospitals in the NZ health system. METHODS: A qualitative exploratory study was undertaken. The leadership of each rural hospital and national rural stakeholder organisations were invited to participate in virtual semi-structured interviews. The interviews explored participants' views of the rural hospital context, the strengths and challenges they faced and how good rural hospital care might look. Thematic analysis was undertaken using a framework-guided rapid analysis method. RESULTS: Twenty-seven semi-structured interviews were conducted by videoconference. Two broad themes were identified, as follows. Theme 1, 'Our place and our people', reflected the local, on-the-ground situation. Across a broad variety of rural hospitals, geographical distance from specialist health services and community connectedness were the common key influencers of a rural hospital's response. Local services were provided by small, adaptable teams across broad scopes and blurred primary-secondary care boundaries, with acute and inpatient care a key component. Rural hospitals acted as a conduit between community-based care and city-based secondary or tertiary hospital care. Theme 2, 'Our positioning in the wider health system', related to the external wider environment that rural hospitals worked within. Rural hospitals operating at the margins of the health system faced multiple challenges in trying to align with the urban-centric regulatory systems and processes they were dependent on. They described their position as being 'at the end of the dripline'. In contrast to their local connectedness, in the wider health system participants felt rural hospitals were undervalued and invisible. While the study found strengths and challenges common to all NZ rural hospitals, there were also variations between them. CONCLUSION: This study furthers understanding of the place of rural hospitals in the NZ healthcare system as seen through a national rural hospital lens. Rural hospitals are well placed to provide an integrative role in locality service provision, with many already long established in performing this role. However, context-specific national policy for rural hospitals is urgently needed to ensure their sustainability. Further research should be undertaken to understand the role of NZ rural hospitals in addressing healthcare inequities for those living in rural areas, particularly for Maori.

Unmasking hidden disparities: a comparative observational study examining the impact of different rurality classifications for health research in Aotearoa New Zealand.

OBJECTIVES: Examine the impact of two generic-urban-rural experimental profile (UREP) and urban accessibility (UA)-and one purposely built-geographic classification for health (GCH)-rurality classification systems on the identification of rural-urban health disparities in Aotearoa New Zealand (NZ). DESIGN: A comparative observational study. SETTING: NZ; the most recent 5 years of available data on mortality events (2013-2017), hospitalisations and non-admitted hospital patient events (both 2015-2019). PARTICIPANTS: Numerator data included deaths (n=156 521), hospitalisations (n=13 020 042) and selected non-admitted patient events (n=44 596 471) for the total NZ population during the study period. Annual denominators, by 5-year age group, sex, ethnicity (Maori, non-Maori) and rurality, were estimated from Census 2013 and Census 2018. PRIMARY AND SECONDARY OUTCOME MEASURES: Primary measures were the unadjusted rural incidence rates for 17 health outcome and service utilisation indicators, using each rurality classification. Secondary measures were the age-sex-adjusted rural and urban incidence rate ratios (IRRs) for the same indicators and rurality classifications. RESULTS: Total population rural rates of all indicators examined were substantially higher using the GCH compared with the UREP, and for all except paediatric hospitalisations when the UA was applied. All-cause rural mortality rates using the GCH, UA and UREP were 82, 67 and 50 per 10 000 person-years, respectively. Rural-urban all-cause mortality IRRs were higher using the GCH (1.21, 95% CI 1.19 to 1.22), compared with the UA (0.92, 95% CI 0.91 to 0.94) and UREP (0.67, 95% CI 0.66 to 0.68). Age-sex-adjusted rural and urban IRRs were also higher using the GCH than the UREP for all outcomes, and higher than the UA for 13 of the 17 outcomes. A similar pattern was observed for Maori with higher rural rates for all outcomes using the GCH compared with the UREP, and 11 of the 17 outcomes using the UA. For Maori, rural-urban all-cause mortality IRRs for Maori were higher using the GCH (1.34, 95% CI 1.29 to 1.38), compared with the UA (1.23, 95% CI 1.19 to 1.27) and UREP (1.15, 95% CI 1.10 to 1.19). CONCLUSIONS: Substantial variation in rural health outcome and service utilisation rates were identified with different classifications. Rural rates using the GCH are substantially higher than the UREP. Generic classifications substantially underestimated rural-urban mortality IRRs for the total and Maori populations.

The cost savings of the rural accelerated chest pain pathway for low-risk chest pain in rural general practice: a cost minimisation analysis.

Introduction The rural accelerated chest pain pathway (RACPP) has been shown to safely reduce the number of transfers to hospital for patients who present with chest pain to rural general practice. Aim This study aimed to estimate the costs associated with assessing patients with low-risk chest pain using the RACPP in rural general practice compared with transporting such patients to a distant emergency department (ED). Methods This was a retrospective cost minimisation analysis. All patients with low-risk chest pain that were assessed in New Zealand (NZ) rural general practice using the RACPP between 1 June 2018 and 31 December 2019 were asked to participate. The costs incurred by patients were determined by an online survey. Patients were also asked to estimate the costs if they would have been transferred to ED. System costs were obtained from the relevant healthcare organisations. The main outcome measure was the total cost for patients who present with low-risk chest pain. Results In total, 15 patients (22.7% response rate) responded to the survey. Using the RACPP in general practice resulted in a median cost saving of NZ$1184 (95% CI: $1111 to $1468) compared with transferring the same patient to ED. Discussion Although limited by low enrolment, this study suggests that there are significant savings if the RACPP is used to assess patients with low-risk chest pain in rural NZ general practice.

Defining catchment boundaries and their populations for Aotearoa New Zealand's rural hospitals.

Introduction There is considerable variation in the structure and resources of New Zealand (NZ) rural hospitals; however, these have not been recently quantified and their effects on healthcare outcomes are poorly understood. Importantly, there is no standardised description of each rural hospital's catchment boundary and the characteristics of the population living within this area. Aim To define and describe a catchment population for each of New Zealand's rural hospitals. Methods An exploratory approach to developing catchments was employed. Geographic Information Systems were used to develop drive-time-based geographic catchments, and administrative health data (National Minimum Data Set and Primary Health Organisation Data Set) informed service utilisation-based catchments. Catchments were defined at both the Statistical Area 2 (SA2) and domicile levels, and linked to census-based population data, the Geographic Classification for Health, and the area-level New Zealand Index of Socioeconomic Deprivation (NZDep2018). Results Our results highlight considerable heterogeneity in the size (max: 57 564, min: 5226) and characteristics of populations served by rural hospitals. Substantial differences in the age structure, ethnic composition, socio-economic profile, 'remoteness' and projected future populations, are noted. Discussion In providing a standardised description of each rural hospital's catchment boundary and its population characteristics, the considerable heterogeneity of the communities served by rural hospitals, both in size, rurality and socio-demographic characteristics, is highlighted. The findings provide a platform on which to build further research regarding NZ's rural hospitals and inform the delivery of high-quality, cost-effective and equitable health care for people living in rural NZ.

Corrigendum to: The cost savings of the rural accelerated chest pain pathway for low-risk chest pain in rural general practice: a cost minimisation analysis.

Introduction The rural accelerated chest pain pathway (RACPP) has been shown to safely reduce the number of transfers to hospital for patients who present with chest pain to rural general practice. Aim This study aimed to estimate the costs associated with assessing patients with low-risk chest pain using the RACPP in rural general practice compared with transporting such patients to a distant emergency department (ED). Methods This was a retrospective cost minimisation analysis. All patients with low-risk chest pain that were assessed in New Zealand (NZ) rural general practice using the RACPP between 1 June 2018 and 31 December 2019 were asked to participate. The costs incurred by patients were determined by an online survey. Patients were also asked to estimate the costs if they would have been transferred to ED. System costs were obtained from the relevant healthcare organisations. The main outcome measure was the total cost for patients who present with low-risk chest pain. Results In total, 15 patients (22.7% response rate) responded to the survey. Using the RACPP in general practice resulted in a median cost saving of NZ$1184 (95% CI: $1111 to $1468) compared with transferring the same patient to ED. Discussion Although limited by low enrolment, this study suggests that there are significant savings if the RACPP is used to assess patients with low-risk chest pain in rural NZ general practice.

New Zealand's rural hospitals in 2021: findings from an exploratory questionnaire survey.

Introduction There is a gap in our knowledge of the place and contribution of rural hospitals in the New Zealand health system. There is no current description of rural hospital services, no national policies and little published research regarding their value. Aim To explore rural hospital leader perspectives of the role of rural hospitals. Methods An on-line survey of rural hospital leaders conducted to capture perspectives on areas including facility nomenclature; access and equity; funding and the health reforms. Results Fifty-five rural hospital leaders representing 19/24 rural hospitals responded. 'Rural Hospital' was the most common term used to describe facilities with 80% of respondents indicating this as their preferred term. Other descriptive terms varied widely from primary through to secondary care. Respondents indicated that the loss of rural hospital in-patient beds would be unacceptable to communities (median 0, IQR 0, 1). Scores on questions about 'range of services' (median 7, IQR 6, 8), 'accessibility' (median 7, IQR 6, 8) and how rural hospitals were addressing health equity (median 6, IQR 5, 7) were variable. The process for allocating funds to rural hospitals was perceived as lacking transparency (median 3, IQR 2, 5). National strategy and 'local governance and control' were both rated as important (median 9, IQR 7, 10 and median 9, IQR, 8, 10) for a rural hospital's future. Discussion By capturing a collective national rural hospital leadership voice, this study facilitates the understanding of the rural hospital concept. The findings inform subsequent research needed to gain a clearer picture of New Zealand rural hospital provision.

Implementation and evaluation of a rural general practice assessment pathway for possible cardiac chest pain using point-of-care troponin testing: a pilot study.

OBJECTIVES: To assess the feasibility and acceptability, and additionally to preliminarily evaluate, the effectiveness and safety of an accelerated diagnostic chest pain pathway in rural general practice using point-of-care troponin to identify patients at low risk of acute myocardial infarction, avoiding unnecessary patient transfer to hospital and enabling early discharge home. DESIGN: A prospective observational pilot evaluation. SETTING: Twelve rural general (family) practices in the Midlands region of New Zealand. PARTICIPANTS: Patients aged ≥18 years who presented acutely to rural general practice with suspected ischaemic chest pain for whom the doctor intended transfer to hospital for serial troponin measurement. OUTCOME MEASURES: The proportion of patients managed using the low-risk pathway without transfer to hospital and without 30-day major adverse cardiac event (MACE); pathway adherence; rate of 30-day MACE; patient satisfaction with care; and agreement between point-of-care and laboratory measured troponin concentrations. RESULTS: A total of 180 patients were assessed by the pathway. The pathway classified 111 patients (61.7%) as low-risk and all were managed in rural general practice with no 30-day MACE (0%, 95% CI 0.0% to 3.3%). Adherence to the low-risk pathway was 95.5% (106 out of 111). Of the 56 patients classified as non-low-risk and referred to hospital, 9 (16.1%) had a 30-day MACE. A further 13 non-low-risk patients were not transferred to hospital, with no events. The sensitivity of the pathway for 30-day MACE was 100.0% (95% CI 70.1% to 100%). Of low-risk patients, 94% reported good to excellent satisfaction with care. Good concordance was observed between point-of-care and duplicate laboratory measured troponin concentrations. CONCLUSIONS: The use of an accelerated diagnostic chest pain pathway incorporating point-of-care troponin in a rural general practice setting was feasible and acceptable, with preliminary results suggesting that it may safely and effectively reduce the urgent transfer of low-risk patients to hospital.

A prospective multi-centre study assessing the safety and effectiveness following the implementation of an accelerated chest pain pathway using point-of-care troponin for use in New Zealand rural hospital and primary care settings.

AIMS: Most rural hospitals and general practices in New Zealand (NZ) are reliant on point-of-care troponin. A rural accelerated chest pain pathway (RACPP), combining an electrocardiogram (ECG), a structured risk score (Emergency Department Assessment of Chest Pain Score), and serial point-of-care troponin, was designed for use in rural hospital and primary care settings across NZ. The aim of this study was to evaluate the safety and effectiveness of the RACPP. METHODS AND RESULTS: A prospective multi-centre evaluation following implementation of the RACPP was undertaken from 1 July 2018 to 31 December 2020 in rural hospitals, rural and urban general practices, and urgent care clinics. The primary outcome measure was the presence of 30-day major adverse cardiac events (MACEs) in low-risk patients. The secondary outcome was the percentage of patients classified as low-risk that avoided transfer or were eligible for early discharge. There were 1205 patients enrolled in the study. 132 patients were excluded. Of the 1073 patients included in the primary analysis, 474 (44.0%) patients were identified as low-risk. There were no [95% confidence interval (CI): 0-0.3%] MACE within 30 days of the presentation among low-risk patients. Most of these patients (91.8%) were discharged without admission to hospital. Almost all patients who presented to general practice (99%) and urgent care clinics (97.6%) were discharged to home directly. CONCLUSION: The RACPP is safe and effective at excluding MACEs in NZ rural hospital and primary care settings, where it can identify a group of low-risk patients who can be safely discharged home without transfer to hospital.

New Zealand postgraduate medical training by distance for Pacific Island country-based general practitioners: a qualitative study.

Introduction New Zealand health training institutions have an important role in supporting health workforce training programmes in the Pacific Region. Aim To explore the experience of Pacific Island country-based doctors from the Cook Islands, Niue, and Samoa, studying in New Zealand's University of Otago distance-taught Rural Postgraduate programme. Methods Document analysis (16 documents) was undertaken. Eight semi-structured interviews were conducted with Pacific Island country-based students. Thematic analysis of the interviews was undertaken using the framework method. The two data sources were analysed separately, followed by a process to converge and corroborate findings. Results For Pacific Island countries with no previous option for formal general practice training, access to a recognised academic programme represented a milestone. Immediate clinical relevance and applicability of a generalist medical curriculum with rural remote emphasis, delivered mainly at a distance, was identified as a major strength. Although technologies posed some issues, these were generally easily solved. The main challenges identified related to the provision of academic and other support. Traditional university support services and resources were campus focused and not always easily accessed by this group of students who cross educational pedagogies, health systems and national borders to study in a New Zealand programme. Study for individuals worked best when it was part of a recognised and supported Pacific in-country training pathway. Discussion The University of Otago's Rural Postgraduate programme is accessible, relevant and achievable for Pacific Island country-based doctors. The programme offers a partial solution for training in general practice for the Pacific region. Student experience could be improved by tailoring and strengthening support services and ensuring their effective delivery.

Doing without the residential component of a blended postgraduate rural medical programme during the 2020 COVID-19 pandemic in New Zealand: student perspectives.

AIM: Rural-targeted postgraduate medical training is a key factor associated with entering rural practice. Rural health professionals often experience geographical and professional isolation, which can impact their training and education. In New Zealand, during the 2020 COVID-19 pandemic, an established distance postgraduate rural medical programme replaced its in-person residentials with virtual workshops. This study aimed to gain insights into the student experience of the virtual workshops, with emphasis on exploring the effects of the absence of an in-person component. METHOD: Qualitative exploratory design. All students who had completed a semester one 2020 University of Otago rural postgraduate module were invited by email to participate. Fifteen semi-structured interviews were conducted by video-conference. A thematic analysis was conducted using a general inductive approach. RESULTS: Three themes captured the main issues. 1. Making sure everyone is in the same boat: the key roles of an in-person component were identified as consolidation of learning, benchmarking and connectedness. 2. Learning but not connecting: virtual workshops were well facilitated, allowed continuation of study and the convenience of staying home, however connectedness faded. 3. We've got to keep a human touch in a digital age: looking beyond the pandemic, opportunities for streamlining virtual content were identified, however there was concern around diminished communication and cultural aspects of learning and the absent connection with rural health services and communities. CONCLUSION: A virtual workshop is valuable in the COVID-19 environment but does not replace an in-person component of a distance postgraduate training programme for rural medicine.

Exploring the response to the COVID-19 pandemic at the rural hospital-base hospital interface : experiences of New Zealand rural hospital doctors.

AIM: The COVID-19 pandemic stress-tested health systems globally and accentuated pre-existing health inequities. There is little understanding of the impact that the 2020 pandemic preparations had on New Zealand's rural hospitals. This study explores rural hospital doctors' experiences of the COVID-19 pandemic, with an emphasis on the rural hospital-base hospital interface. METHODS: Seventeen semi-structured interviews were conducted with rural hospital doctors across New Zealand. A thematic analysis using a framework-guided rapid analysis method was undertaken. RESULTS: The regular communication channels and processes linking rural hospitals to their urban base hospitals were disrupted as the pandemic began. Established local leadership facilitated a rural hospital's ability to make an effective local response. District health board (DHB) support for their rural hospitals varied widely and largely reflected the status of the pre-pandemic relationship. DHB understanding of rural hospital facilities and processes was considered to be poor. Ongoing uncertainty around managing and transferring acutely unwell patients with COVID-19 remained. Equity concerns centred on access to advanced care. CONCLUSION: The experience of the COVID-19 pandemic has highlighted the resilience of rural hospitals as well as the challenges they face in operating at the margins of the healthcare system.

A retrospective observational study of critically unwell patients retrieved from Thames Hospital between April 2018 and December 2020.

INTRODUCTION In New Zealand, critically ill patients who present to rural hospitals are typically treated, stabilised and transferred to facilities where more appropriate resources are available. AIM The aim of this study was to describe patients who presented critically unwell and required retrieval from Thames Hospital in the Waikato region. METHODS Notes were reviewed retrospectively for patients who were retrieved from Thames Hospital between 1 April 2018 and 31 December 2020. Patients were excluded if they were retrieved from the offsite birthing centre or their notes were not available to the authors. RESULTS During the study period, 56 patients were retrieved by intensive care teams based at Waikato, Starship or Auckland Hospitals. Patients had a median age of 57 years and most were female (60.7%). Maori patients were over-represented in the retrieval cohort compared with the population presenting to the emergency department (30.4% vs. 20.1%, P < 0.001). We found that 41% of patients presented after-hours when there was only one senior medical officer available on site and 70 procedures were performed, including rapid sequence induction, which was required by 19.6% of patients. DISCUSSION This study describes a population of critically unwell patients who were retrieved from a rural hospital. The key finding is that nearly half of these patients presented after-hours when there was only one senior medical officer available on site. This doctor also has sole responsibility for all other patients in the hospital. We recommend that referral centres streamline the retrieval processes for rural hospitals.

New Zealand's vocational Rural Hospital Medicine Training Programme: the first ten years.

AIMS: The Rural Hospital Medicine Training Programme (RHMTP) was established in 2008 to develop New Zealand's rural hospital medical workforce. This study evaluates the RHMTP's first 10-year outcomes. METHODS: A mixed-methods descriptive study. Database interrogation of: the Royal New Zealand College of General Practitioners records; University of Otago's e-Vision; the Medical Council of New Zealand's register of doctors. A survey of trainees who had graduated or withdrew from the programme. Survey questions included: current scope and place of employment; undergraduate rural experience; and trainee experiences. RESULTS: From 2009-2018, 98 doctors entered the RHMTP: 29 graduated, 20 withdrew and 49 are active registrars. Of the graduates, more than half (17/29) also completed GP training. Overall survey response rate: 80% (39/49). Graduate response rate: 97% (28/29). 92% (24/26) of currently practising graduates are working in rural New Zealand, mostly (22/24) in rural hospitals. Trainees value the RHMTP's flexibility and breadth of clinical exposure. The main challenges relate to a lack of alignment of training requirements and funding. CONCLUSIONS: In its first decade, the RHMTP has been successful in generating a rural hospital workforce and the programme is steadily growing. Attention to existing barriers is needed to ensure the RHMTP can reach its potential to benefit all of New Zealand's rural communities.