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Despite the widespread inclusion of statistics in medical school curricula as per the Liaison Committee on Medical Education requirements, the statistical competency among medical students and clinicians remains low. A 2007 study of 277 medical residents revealed only 41.1% scored correctly on a statistical knowledge survey, with minimal understanding of key concepts such as confidence intervals and adjusted odds ratios. A more recent 2023 study of 898 clinicians showed similar deficiencies in understanding efficacy, -values, and discrimination metrics despite high confidence. This perspective argues for a paradigm shift from teaching statistical applications to focusing on statistical communication. We believe current statistics instruction lacks emphasis on communicating statistical results to patients. Teaching statistical concepts as tools for patient communication, rather than extensions of mathematics, can enhance understanding and ensure patients make informed decisions. Reframing statistical education to focus on communication could potentially address traditionally perceived learning barriers, improve understanding, and foster confidence. In this article, we outline several example reframings of teaching classical statistical concepts emphasizing interpretation and communication. Future strategies such as aligning statistics education closer to residency, revising exam content, updating accreditation requirements, and developing standardized communication primers can help ensure future clinicians are well-equipped to practice evidence-based medicine and effectively communicate statistical information in our increasingly data-driven world.
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http://dx.doi.org/10.1177/23821205241279751 | DOI Listing |
Thromb Res
September 2025
Center for Thrombosis and Hemostasis, University Medical Center of the Johannes Gutenberg University, Mainz, Germany. Electronic address:
Warfarin is a widely used vitamin K antagonist (VKA) with known pleiotropic effects beyond anticoagulation. Preclinical and case-control evidence suggests that warfarin may affect hematopoiesis, but longitudinal human evidence is lacking. To explore this potential effect, we conducted a post-hoc analysis of participants in the Hokusai-VTE and ENGAGE AF-TIMI 48 trials, which randomized patients to warfarin or the direct oral anticoagulant edoxaban with routine laboratory testing at predefined follow-up visits.
View Article and Find Full Text PDFInt J Orthop Trauma Nurs
August 2025
Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran. Electronic address:
Background: Knee osteoarthritis (KOA) is a prevalent degenerative joint disorder that significantly impairs physical function and daily activities. While conventional treatments focus on symptom management, complementary therapies such as aromatherapy massage have gained attention for their potential benefits.
Objective: This study evaluates the effects of peppermint oil aromatherapy massage on functional impairments in KOA patients.
J Econ Entomol
September 2025
Department of Entomology and Nematology, Southwest Florida Research and Education Center (SWFREC), University of Florida/IFAS, Immokalee, FL, USA.
The Citrus Under Protective Screen is a novel production system implemented to grow citrus free of huanglongbing disease vectored by Asian citrus psyllid, Diaphorina citri. Other significant pests such as mites, scales, thrips, mealybugs, and leafminers, as well as parasitoids and small predators, have been identified from Citrus Under Protective Screen and require management. Chrysomphalus aonidum (L.
View Article and Find Full Text PDFTurk J Pediatr
September 2025
Department of Pediatrics, Faculty of Medicine, Afyonkarahisar Health Sciences University, Afyonkarahisar, Türkiye.
Background: With the development of technology, easier access to the internet and its excessive use have led to problematic internet use (PIU). The prevalence of PIU and its association with lifestyle behaviors in adolescents have become subjects of increasing academic interest. This study aimed to determine the prevalence of PIU among Turkish high school students and to investigate its association with sleep, physical activity and dietary habits.
View Article and Find Full Text PDFTurk J Pediatr
September 2025
Department of Pediatric Hematology, Faculty of Medicine, Dokuz Eylül University, İzmir, Türkiye.
Backround: Leukemia is the most common childhood malignancy and often presents with nonspecific symptoms, which may lead to delays in diagnosis. Early recognition of clinical signs and laboratory abnormalities is essential to ensure timely referral and improve outcomes. This study assesses the clinical and laboratory characteristics of pediatric patients with acute and relapsed leukemia, points out key considerations during diagnosis, and investigates potential factors contributing to delayed diagnosis.
View Article and Find Full Text PDF