Exploring measurement tools to optimise hospital physician distribution.

INTRODUCTION: Equitable healthcare delivery is essential and requires resources to be distributed, which include assets and healthcare workers. To date, there is no gold standard for measuring the correct number of physicians to meet healthcare needs. This rapid review aims to explore measurement tools employed to optimise the distribution of hospital physicians, with a focus on ensuring fair resource allocation for equitable healthcare delivery. MATERIALS AND METHODS: A literature search was performed across PubMed, EMBASE, Emerald Insight and grey literature sources. The key terms used in the search include 'distribution', 'method', and 'physician', focusing on research articles published in English from 2002 to 2022 that described methods or tools to measure hospital-based physicians' distribution. Relevant articles were selected through a two-level screening process and critically appraised. The primary outcome is the measurement tools used to assess the distribution of hospital-based physicians. Study characteristics, tool advantages and limitations were also extracted. The extracted data were synthesised narratively. RESULTS: Out of 7,199 identified articles, 13 met the inclusion criteria. Among the selected articles, 12 were from Asia and one from Africa. The review identified eight measurement tools: Gini coefficients and Lorenz curve, Robin Hood index, Theil index, concentration index, Workload Indicator of Staffing Need method, spatial autocorrelation analysis, mixed integer linear programming model and cohortcomponent model. These tools rely on fundamental data concerning population and physician numbers to generate outputs. Additionally, five studies employed a combination of these tools to gain a comprehensive understanding of physician distribution dynamics. CONCLUSION: Measurement tools can be used to assess physician distribution according to population needs. Nevertheless, each tool has its own merits and limitations, underscoring the importance of employing a combination of tools. The choice of measuring tool should be tailored to the specific context and research objectives.

Vasospasm and delayed cerebral ischaemia in patients with spontaneous subarachnoid haemorrhage (aneurysmal and pretruncal non-aneurysmal): a centre's perspective.

BACKGROUND: Spontaneous subarachnoid haemorrhage (SAH) is a significant cause of stroke and associated with high morbidity and mortality. One substantial complication of SAH is cerebral vasospasm (CV) and delayed cerebral ischemia (DCI). This study aimed to define the clinical profile in patients with SAH, CV and DCI secondary to spontaneous SAH (aneurysmal and pretruncal non-aneurysmal). MATERIALS AND METHODS: We analysed 122 consecutive patients with spontaneous SAH following intracranial aneurysmal and non-aneurysmal information (including patients' pattern characterisation and their possible risk factor association to pre-operative clinical decision and long-term clinical outcome) was documented and analysed. RESULTS: The main clinical presentations for spontaneous SAH following ruptured intracranial aneurysm and nonaneurysm were headache (77%) and nausea/vomiting (62.3%). The most common sites for SAH following ruptured intracranial aneurysm rupture were the anterior and posterior communicating arteries (57.5%). Hypertension was the most common cause for SAH at 64.8%. It was found 26.2% (n=32) out of the 122 patients developed CV and DCI. The mean day of vasospasm was 6.0 ± 2.8 (range: 1-14 days) Age, length of stay, nausea/vomiting and visual field defect were significantly associated (p<0.05) with vasospasm. Mortality rate was also higher in the CV group compared to the group without CV in both at discharge and at 6 months; 281 versus 278 per 1000 and 312 vs 300 per 1000, respectively. CONCLUSION: CV and DCI have a significant incidence among local patients with spontaneous SAH following an intracranial aneurysmal and non-aneurysmal rupture and it is associated with substantial morbidity. Prevention, effective monitoring, and early detection are keys to successful management. Regional investigation using a multicentre cohort to analyse mortality and survival rates may aid in improving national resource management of these patients.

Effectiveness of selective risk based screening for Gestational Diabetes (GDM) in Malaysia: A retrospective cohort study based on the National Obstetric Registry (NOR) of Malaysia.

INTRODUCTION: Gestational diabetes (GDM) has significant maternal and foetal implications. screening allows active interventions which significantly improves pregnancy outcomes. Despite World Health Organization (WHO), FIGO and National Institute of clinical Excellence (NIcE) recommendations for universal screening especially among high risk population; Malaysia currently adopts a selective risk based screening for GDM. OBJECTIVE: the objective is to audit the effectiveness of the current practice of selective risk based screening in detection of GDM in Malaysia. METHODOLOGY: this is a retrospective cohort study based on the National Obstetric Registry (NOR) which comprises of 14 major tertiary hospitals in Malaysia. the study period was from 1st January 2011 till 31st December 2012 and a total of 22,044 patients with GDM were analysed. Logistic regression analysis was used to calculate the crude odd ratio. RESULTS: the incidence of GDM in Malaysia is 8.4%. Maternal age of ≥25, booking bMI ≥27kg/m2, booking weight ≥80kg and previous hypertension are non-significant risk of developing GDM in Malaysia. Parity 5 and more was only associated with an odds-ratio of 1.02 (95% confidence Interval: 0.90-1.17) as compared to parity below 5. the association of women with previous stillbirth with GDM was not significant. CONCLUSION: current risk based screening for GDM based on maternal age, booking bMI, weight and hypertension is inappropriate. An ideal screening tool should precede disease complications, which is the novel objective of screening. Universal screening for GDM in Malaysia may be a more accurate measure, especially with regards to reducing maternal and foetal complications.

Jellyfish stings on Langkawi Island, Malaysia.

INTRODUCTION: Jellyfish stings are the most frequently reported marine animal envenomation worldwide. However, data on jellyfish sting from Malaysia remains obscure due to inadequate research. METHODS: We investigated the epidemiology, clinical features and treatment of patients presenting at the emergency department of Langkawi Hospital between January 2012 and December 2014. Secondary data on the nature of the incident, patient demographics, clinical presentation, and treatment were retrieved from the patients' medical records. Descriptive statistics were presented for all patient variables. RESULTS: A total of 759 patients presented with jellyfish stings during the 3-year study period, with highest number of visits in July, October, November, and December. The mean patient age was 26.7 years (SD: 12.14), 59.4% were men, 68.1% were foreigners or international tourists, and 40.4% were stung between 12.00 p.m. and 6:59 p.m. At least 90 patients presented with mild Irukandji or Irukandji-like syndromes. Most of the jellyfish stings occurred at Chenang Beach (590 reported cases), followed by Tengah Beach and Kok Beach. Most patients were treated symptomatically, and no deaths following a jellyfish sting was reported during the study period. CONCLUSION: There is a need for public health interventions for both local and international tourists who visit Langkawi Island. Preventive steps and education on initial treatment at the incident site could elevate public awareness and decrease the adverse effects of jellyfish stings.

Reduction of intubation rate during newborn resuscitation after transition from self-inflating bag to T-piece resuscitator.

INTRODUCTION: T-piece resuscitator (TPR) has many advantages compared to self-inflating bag (SIB). Early Continuous Positive Airway Pressure (CPAP) during newborn resuscitation (NR) with TPR at delivery can reduce intubation rate. METHODS: We speculated that the intubation rate at delivery room was high because SIB had always been used during NR and this can be improved with TPR. Intubation rate of newborn <24 hours of life was deemed high if >50%. An audit was carried out in June 2010 to verify this problem using a check sheet. RESULTS: 25 neonates without major congenital anomalies who required NR with SIB at delivery were included. Intubation rate of babies <24 hours of life when SIB was used was 68%. Post-intervention audit (August to November 2010) on 25 newborns showed that the intubation rate within 24 hours dropped to 8% when TPR was used. Proportion of intubated babies reduced from 48.3% (2008-2009) to 35.1% (2011-2012), odds ratio 0.58 (95% CI 0.49-0.68). Proportion of neonates on CPAP increased from 63.5% (2008-2009) to 81.0% (2011-2012), odds ratio 2.44 (95% CI 2.03-2.93). Mean ventilation days fell to below 4 days after 2010. Since then, all delivery standbys were accompanied by TPR and it was used for all NR regardless of settings. There was decline in intubation rate secondary to early provision of CPAP with TPR during NR. Mean ventilation days, mortality and length of NICU stay were reduced. CONCLUSION: This practice should be adopted by all hospitals in the country to achieve Millennium Development Goal 4 (2/3 decline of under 5 mortality rate) by 2015.