Outcomes following emergency laparotomy in Australian public hospitals

Background

International studies reporting outcomes following emergency laparotomies have consistently demonstrated wide inter‐hospital variation and a 30‐day mortality in excess of 10%. The UK then prioritized the funding of the National Emergency Laparotomy Audit. In a prospective Western Australian audit there was minimal inter‐hospital variation and a 6.6% 30‐day mortality. In the absence of any multi‐hospital Australian data the aim of the present study was to compare national administrative data with that previously reported.

Methods

Data on emergency laparotomies performed in Australian public hospitals during 2013/2014 and 2014/2015 were extracted from admitted patient activity and costing data sets collated by the Independent Hospital Pricing Authority. The data sets, containing episode‐level data relating to admitted acute and sub‐acute care patients, included administrative, demographic and clinical information such as patient age, cost, length of stay, in‐hospital mortality, diagnosis and surgical procedure details.

Results

Ninety‐nine public hospitals undertaking at least 50 emergency laparotomies performed 20 388 procedures over the 2 years. The overall in‐hospital mortality was 5.2%. There was a wide interstate and inter‐hospital variation in risk‐adjusted in‐hospital mortality (4.8–6.6% and 0–9.3%, respectively), length of stay (12.5–16.8 days and 5.8–18.9 days, respectively) and intensive care unit admissions (24.5–40.2% and 0–75.7%, respectively).

Conclusion

This data suggest the wide variation in outcomes and care process observed overseas exist in Australia. However, administrative data has considerable limitations and is not a substitute for high quality prospective data. Minimizing variations through prospective quality improvement processes will improve patient outcomes.     

Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component Analysis

Diabetes is a chronic disease that is characterized by an increased blood glucose level due to insulin resistance. Type 2 diabetes is common in middle aged and old people. In this work, we present a technique to analyze dynamic foot pressures images and classify them into normal, diabetes type 2 with and without neuropathy classes. Plantar pressure images were obtained using the F-Scan (Tekscan, USA) in-shoe measurement system. We used Principal Component Analysis (PCA) and extracted the eigenvalues from different regions of the foot image. The features extracted from region 1 of the foot pressure image, which were found to be clinically significant, were fed into the Fuzzy classifier (Sugeno model) for automatic classification. Our results show that the proposed method is able to identify the unknown class with an accuracy of 93.7%, sensitivity of 100%, and specificity of 83.3%. Moreover, in this work, we have proposed an integrated index using the eigenvalues to differentiate the normal subjects from diabetes with and without neuropathy subjects using just one number. This index will help the clinicians in easy and objective daily screening, and it can also be used as an adjunct tool to cross check their diagnosis.     

Single night video-game use leads to sleep loss and attention deficits in older adolescents

The present study investigated adolescent video-game use prior to bedtime and subsequent sleep, working memory and sustained attention performance. Participants were 21 healthy, good-sleeping adolescents (16 male) aged between 15 and 20 years (M = 17.6 years, SD = 1.8). Time spent video-gaming and subsequent sleep was measured across one night in the sleep laboratory. There were significant correlations between time spent video-gaming and sleep and between video-gaming and sustained attention, but not working memory. Sleep duration, in turn, had a significant negative association with sustained attention performance. Mediation analyses revealed that the relationship between video-gaming and sustained attention was fully mediated by sleep duration. These results indicate that video-gaming affected the ability to sustain attention only in as much as it affected sleep. In order to minimise negative consequences of video-game playing, video-games should be used in moderation, avoiding use close to the sleep period, to obviate detriments to sleep and performance.