Purpose: ChemoPalRx is a novel provider order entry mobile application for chemotherapy. This study aims to evaluate the accuracy of prescribing chemotherapy using ChemoPalRx versus handwritten orders at a safety-net hospital in Los Angeles.
Methods: In a cross-sectional study from October 2019 to December 2019, we evaluated all outpatient chemotherapy orders for accuracy. Our primary predictor was type of prescription, dichotomized as handwritten or ChemoPalRx. Primary outcome was accuracy, dichotomized as accurate if no error was made on an order and as inaccurate if any error was made. Preplanned subgroup analyses were performed with covariates including provider experience, complexity of order, and day of order submission. We characterized error type and analyzed our data using univariate and multivariate logistic regression models.
Results: Among 288 orders (78.5% handwritten; 21.5% ChemoPalRx), prescription accuracy was higher among ChemoPalRx (93.5%) compared with handwritten orders (81.4%; = .012). In multivariate analysis, prescription accuracy remained superior for ChemoPalRx after adjusting for provider experience, complexity of order, and day of order submission (adjusted odds ratio, 1.82; = .012). Compared with handwritten orders, ChemoPalRx orders had less missing or incorrect information (1.6% 13.7%; = .0016). ChemoPalRx orders were also more accurate on prescriptions that contained two or fewer medications (92.2% 80.2%; = .032), submitted on the highest patient-volume clinic day of the week (96.7% 83.2%; = .035), and generated by a senior fellow or an attending (97.3% 76.9%; = .001).
Conclusion: ChemoPalRx is associated with improved chemotherapy prescription accuracy over handwritten orders in the safety-net hospital setting and may serve as an alternative prescribing tool for oncology practices.
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http://dx.doi.org/10.1200/CCI.21.00053 | DOI Listing |
Clin Transl Sci
January 2025
The Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, Ohio, USA.
Electronic health records (EHRs), though they are maintained and utilized for clinical and billing purposes, may provide a wealth of information for research. Currently, sources are available that offer insight into the health histories of well over a quarter of a billion people. Their use, however, is fraught with hazards, including introduction or reinforcement of biases, clarity of disease definitions, protection of patient privacy, definitions of covariates or confounders, accuracy of medication usage compared with prescriptions, the need to introduce other data sources such as vaccination or death records and the ensuing potential for inaccuracy, duplicative records, and understanding and interpreting the outcomes of data queries.
View Article and Find Full Text PDFJ Am Pharm Assoc (2003)
December 2024
Endocrinologist, Senior Medical Director, Duke PHMO, Durham, NC; Professor of Medicine, Professor in Family Medicine and Community Health, Division of Endocrinology, Metabolism, Nutrition, Department of Medicine, Duke University School of Medicine, Durham, NC.
Background: Use of sodium-glucose co-transporter 2 inhibitors (SGLT-2 inhibitors) falls short of their cardiorenal protective benefits. Patient and provider-level barriers hinder the adoption of these life-saving medications. Innovative practices to provide primary care providers (PCP) with added clinical-decision support via a dedicated remote interdisciplinary diabetes rounds (IDR) team could promote SGLT-2 inhibitor selection.
View Article and Find Full Text PDFJ Pharm Biomed Anal
December 2024
Shanghai Key Laboratory of Compound Chinese Medicine, The Ministry of Education (MOE) Key Laboratory for Standardization of Chinese Medicine, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, 1200 Cailun Road, Shanghai 201203, China. Electronic address:
Danning tablet (DNT) is a traditional Chinese medicine (TCM) that contains seven herbal ingredients. It has been clinically used to treat liver and gallbladder diseases in humans. However, the complex composition of TCM prescriptions makes it challenging to fully analyze different polar range compounds.
View Article and Find Full Text PDFRes Social Adm Pharm
December 2024
School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia.
Background: Artificial intelligence (AI), a branch of computer science, has been of growing research interest since its introduction to healthcare disciplines in the 1970s. Research has demonstrated that the application of such technologies has allowed for greater task accuracy and efficiency in medical disciplines such as diagnostics, treatment protocols and clinical decision-making. Application in pharmacy practice is reportedly narrower in scope; with greater emphasis placed on stock management and day-to-day function optimisation than enhancing patient outcomes.
View Article and Find Full Text PDFSports (Basel)
December 2024
Department of Physical Education and Health in Biala Podlaska, Faculty in Biała Podlaska, Jozef Pilsudski University of Physical Education, 00-968 Warsaw, Poland.
Frequent changes in altitude and oxygen levels limit the practical application of traditionally derived exercise thresholds or training zones based on heart rate (HR) or blood lactate concentration (bLa). We investigated the transferability of a muscle oxygenation (SmO)-based intensity prescription between different hypoxic conditions to assess the suitability of real-time SmO measurements for ski-mountaineering (SKIMO) athletes during submaximal endurance exercise. A group of 15 well-trained male SKIMO athletes performed a graded-intensity run test in normoxia (87 m ASL, FiO = 20.
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