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Background: Reporting of strategic healthcare-associated infections (HCAIs) to Public Health England is mandatory for all acute hospital trusts in England, via a web-based HCAI Data Capture System (HCAI-DCS).
Aim: Investigate the feasibility of automating the current, manual, HCAI reporting using linked electronic health records (linked-EHR), and assess its level of accuracy.
Methods: All data previously submitted through the HCAI-DCS by the Oxford University Hospitals infection control (IC) team for methicillin-resistant and methicillin-susceptible Staphylococcus aureus (MRSA, MSSA), Clostridium difficile, and Escherichia coli, through March 2017 were downloaded and compared to outputs created from linked-EHR, with detailed comparisons between 2013-2017.
Findings: Total MRSA, MSSA, E. coli and C. difficile cases entered by the IC team vs linked-EHR were 428 vs 432, 795 vs 816, 2454 vs 2450 and 3365 vs 3393 respectively. From 2013-2017, most discrepancies (32/37 (86%)) were likely due to IC recording errors. Patient and specimen identifiers were completed for >98% of cases by both methods, with very high agreement (>97%). Fields relating to the patient at the time the specimen was taken were complete to a similarly high level (>99% IC, >97% linked-EHR), and agreement was fairly good (>80%) except for the main and treatment specialties (57% and 54% respectively) and the patient category (55%). Optional, organism-specific data-fields were less complete, by both methods. Where comparisons were possible, agreement was reasonably high (mostly 70-90%).
Conclusion: Basic factual information, such as demographic data, is almost-certainly better automated, and many other data fields can potentially be populated successfully from linked-EHR. Manual data collection is time-consuming and inefficient; automated electronic data collection would leave healthcare professionals free to focus on clinical rather than administrative work.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6221334 | PMC |
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0206860 | PLOS |
Atherosclerosis
September 2025
Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China; Key Laboratory of Myocardial Ischemia, Ministry of Education, Harbin, China; State Key Laboratory of Frigid Zone Cardiovascular Diseases, Harbin Medical University, Harbin, China. Electronic address
Background And Aims: Cold weather is associated with an increased risk of cardiovascular events, but its impact on culprit plaque characteristics in ST-segment elevation myocardial infarction (STEMI) remains unclear.
Methods: This study included 647 STEMI patients who underwent optical coherence tomography (OCT) to assess untreated culprit lesions. Participants were grouped based on ambient temperature on the day of admission or mean ambient temperatures over the preceding 7-, 14-, 21-, and 28-day periods.
Sci Justice
September 2025
Department of Micro Traces Evidence Examination, Institute of Forensic Science, Beijing, China. Electronic address:
Homemade explosives (HMEs) present significant challenges to forensic investigations due to their diverse chemical compositions and varying construction methods. Identifying the origin of these explosives is crucial for linking evidence across crime scenes. To address this challenge, this study employs an advanced data mining technique to enhance the forensic analysis of a unique dataset consisting of 344 HME samples collected from 129 real cases in China over an eight-year period (2015-2022).
View Article and Find Full Text PDFSci Justice
September 2025
Hochschule Luzern Informatik, HSLU I, Suurstoffi 1, Rotkreuz, CH-6343, Switzerland. Electronic address:
Courts throughout several jurisdictions have dismissed cases on the basis that the link between a device or account and the accused person had not sufficiently been established. This core challenge of digital forensic science is named here the "Person-Device Gap" or the "Person-Account Gap" respectively. The gap illustrates the challenge of linking a person to a specific account or device, either in general or at the moment of interest.
View Article and Find Full Text PDFJ Safety Res
September 2025
MAIC/UniSC Road Safety Research Collaboration, University of the Sunshine Coast, 90 Sippy Downs Drive, Sippy Downs, Queensland 4556, Australia.
Introduction: Despite decades of research and intervention, aggressive driving behavior (ADB) remains a prevalent risk on our roads. This study aimed to systematically review how drivers' personality traits, perceptual tendencies, self-regulatory capacity, and psychological functioning, have been linked to the engagement of ADBs.
Method: Under guidance of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses, a literature search was performed in four databases, followed by a manual search in Google Scholar.
J Safety Res
September 2025
Center of Road Engineering and Environment, Malaysian Institute of Road Safety Research, 43000 Kajang, Selangor, Malaysia. Electronic address:
Introduction: Driver distraction is becoming increasingly frequent while driving, with a notable portion of traffic crashes linked to distraction, often due to cellphone use. States have enacted varying levels of policies, including partial and full handheld bans, texting bans, and their combinations to target distracted driving. Existing research is limited in terms of both geographical area and time period, and do not account for whether cellphone distraction contributed directly to crash incidents.
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