Background: Data collected by general practitioners (GPs) may provide potential for health services research. In this study, we investigated if clinical questions can be answered with GPs' electronic medical records (EMRs) by means of diagnosing community-acquired pneumonia (CAP).
Method: Patients diagnosed with CAP, defined as ICD code J18.9, were identified in the fourth quarter of 2021. The data were derived from the EMR system (Medical Office®) of a central German association of 30 general practices, using three different approaches: 1. The integrated statistic tool was used to record whether patients were referred for radiological diagnostic confirmation. 2. Retrospectively, EMRs were evaluated manually by a doctor familiar with the EMR. 3. The raw data of the EMR system were extracted by automated export. The information obtained through the three types of access was compared. For each patient case, detailed comments on problems and specifics were documented and evaluated by qualitative content analysis (QCA) according to Mayring.
Results: In total, 164 patients diagnosed with CAP were identified. The numbers of documented radiological diagnostic confirmations varied between data approaches: While the manual evaluation of the EMRs revealed 60 referred patients, the statistics tool identified 38 of these cases. The export of the raw data identified 58 referrals to radiography after adjustment. According to QCA, there was a high variation in applied diagnostics and time of diagnosis. Referrals for radiography were made both before and after coding of the diagnosis. In case of hospitalization, X-rays were usually performed during the inpatient stay. Laboratory tests were performed as an alternative to radiography. There was also a high variation in the documentation of risk factors and diagnostic certainty.
Discussion: The statistics tool integrated into the EMR system is a quick way to perform simple queries but proved to be impracticable for complex questions. The EMRs provide detailed information but need to be evaluated manually. An automated data export from the raw data offers both detailed information and access to large volumes of data but requires complex preparation and appropriate IT expertise.
Conclusion: Based on the example of diagnosed CAP in a GP setting, the use of data extracted from an EMR system seems to be feasible to answer simple clinical questions. However, it is necessary to adapt the data export, and a comparison with a small number of manually evaluated cases is useful to achieve valid results.
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http://dx.doi.org/10.1016/j.zefq.2023.12.005 | DOI Listing |
J Public Health Manag Pract
December 2024
Office of Ambulatory Care and Population Health, New York City Health + Hospitals, New York, New York (Newton-Dame, Jacobson and Silverman); Office of Ambulatory Care and Population Health, New York City Health + Hospitals, NYU Grossman School of Medicine, New York, New York (Drs Wallach and Long); and Department of Pediatrics, New York City Health + Hospitals/Bellevue, NYU Grossman School of Medicine, New York, New York (Dr Dreyer).
Context: Over 200 000 people seeking asylum have arrived in New York City from 2022 to 2024.
Program: As the safety net hospital system for our city, New York City (NYC) Health + Hospitals (H + H) has taken the lead in caring for newly arrived asylum seekers. We used electronic medical record data to gain early insights into utilization and needs among these patients.
Electromagn Biol Med
December 2024
Department of Electrical and Electronics Engineering, Recep Tayyip Erdoğan University, Rize, Türkiye.
Due to the increase in data rate in mobile communication and the widespread use of mobile internet, electromagnetic communication systems are increasing daily. This situation causes increases in the use of more mobile communication devices and environmental non-ionizing Electromagnetic Field (EMF) levels. The rise of bee deaths and colony losses in beekeeping parallel to the increase of the EMF sources cause the concept of "electromagnetic pollution" to be considered among the reasons.
View Article and Find Full Text PDFEBioMedicine
December 2024
Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center (UPMC). Electronic address:
Background: We hypothesised that the implementation of an electronic medical record (EMR) embedded perioperative clinical decision support (CDS) application, Anesthesia Testing Guidelines (ATG), would result in at least a 10% reduction of unnecessary perioperative testing in patients undergoing elective surgeries.
Methods: The development and implementation of ATG occurred in several phases: 1) team development, 2) development of an embedded EMR application, 3) creation of ATG training and education toolkit, and 4) implementation involving promoting ATG through training and education, addressing challenges, and monitoring compliance. The proportions of patients with any overutilisation across 19 perioperative tests were compared between the baseline cohort and the ATG implementation cohort.
Transl Psychiatry
December 2024
West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610041, China.
Depression is a heterogeneous and complex psychological syndrome with highly variable manifestations, which poses difficulties for treatment and prognosis. Depression patients are prone to developing various comorbidities, which stem from different pathophysiological mechanisms, remaining largely understudied. The current study focused on identifying comorbidity-specific phenotypes, and whether these clustered phenotypes are associated with different treatment patterns, clinical manifestations, physiological characteristics, and prognosis.
View Article and Find Full Text PDFCureus
November 2024
College of Osteopathic Medicine, Kansas City University of Medicine and Biosciences, Joplin, USA.
Background COVID-19 disease has caused a major global impact on health and mortality. This infection may predispose patients to thrombotic disease, caused by excessive inflammation, endothelial dysfunction, platelet activation, and stasis. In this study, we compared mortality rates in patients admitted to the hospital with the diagnosis of COVID-19, who also had the additional diagnosis of thrombosis with those who did not have thrombosis as an additional diagnosis.
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