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Digital clinical decision support tools have contributed to improved quality of care at primary care level health facilities. However, data from real-world randomized trials are lacking. We conducted a cluster randomized, open-label trial in Tanzania evaluating the use of a digital clinical decision support algorithm (CDSA), enhanced by point-of-care tests, training and mentorship, compared with usual care, among sick children 2 to 59 months old presenting to primary care facilities for an acute illness in Tanzania (ClinicalTrials.gov NCT05144763). The primary outcome was the mean proportion of 14 major Integrated Management of Childhood Illness (IMCI) symptoms and signs assessed by clinicians. Secondary outcomes included antibiotic prescription, counseling provided, and the appropriateness of antimalarial and antibiotic prescriptions. A total of 450 consultations were observed in 9 intervention and 9 control health facilities. The mean proportion of major symptoms and signs assessed in intervention health facilities was 46.4% (range 7.7% to 91.7%) compared to 26.3% (range 0% to 66.7%) in control health facilities, an adjusted difference of 15.1% (95% confidence interval [CI] 4.8% to 25.4%). Only weight, height, and pallor were assessed statistically more often when using the digital CDSA compared to controls. Observed antibiotic prescription was 37.3% in intervention facilities, and 76.4% in control facilities (adjusted risk ratio 0.5; 95% CI 0.4 to 0.7; p<0.001). Appropriate antibiotic prescription was 81.9% in intervention facilities and 51.4% in control facilities (adjusted risk ratio 1.5; 95% CI 1.2 to 1.8; p = 0.003). The implementation of a digital CDSA improved the mean proportion of IMCI symptoms and signs assessed in consultations with sick children, however most symptoms and signs were assessed infrequently. Nonetheless, antibiotics were prescribed less often, and more appropriately. Innovative approaches to overcome barriers related to clinicians' motivation and work environment are needed.
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http://dx.doi.org/10.1371/journal.pdig.0000694 | DOI Listing |
Sex Reprod Health Matters
September 2025
Senior Research Scientist, Guttmacher Institute, New York, United States.
Since the release of the Supreme Court decision in June 2022, researchers have been working to better understand the impact that the growing number of abortion restrictions are having on the provision of and access to abortion services in the United States (US). Less is known about the impact of abortion restrictions on the provision of sexual and reproductive health (SRH) services more broadly, including at clinics that do not directly offer abortion. Between November 2023 and February 2024, we conducted interviews with SRH managers, clinic managers, and other administrators at publicly funded SRH clinics around the US to generate evidence on the effects of state-level abortion restrictions on the provision of abortion and related services, such as pregnancy options counselling and abortion referrals, at facilities providing contraceptive services.
View Article and Find Full Text PDFZhong Nan Da Xue Xue Bao Yi Xue Ban
May 2025
Department of Cardiovascular Medicine, Affiliated Changsha Hospital of Xiangya School of Medicine, Central South University, Changsha 410005.
Objectives: The Charlson comorbidity index reflects overall comorbidity burden and has been applied in cardiovascular medicine. However, its role in predicting in-hospital mortality in patients with acute myocardial infarction (AMI) complicated by ventricular arrhythmias (VA) remains unclear. This study aims to evaluate the predictive value of the Charlson comorbidity index in this setting and to construct a nomogram model for early risk identification and individualized management to improve outcomes.
View Article and Find Full Text PDFEmerg Med Australas
October 2025
Emergency Department, Austin Health, Melbourne, Australia.
The 'double burden' (or 'second shift') describes the workload of people in paid employment who are also responsible for unpaid domestic work. Globally, most of this work is shouldered by women and is often undervalued. For women working in Emergency Medicine, the double burden is likely to have impacts on career progression and leadership opportunities, as well as present challenges around competing demands of a rotating roster and domestic labour.
View Article and Find Full Text PDFEmerg Med Australas
October 2025
School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
Background: Viscoelastic haemostatic assays (VHAs) guide transfusion decisions in bleeding patients. We assessed testing volumes, clinical indications and patient characteristics in a statewide population in Australia.
Methods: This retrospective study included all patients who underwent rotational thromboelastometry (ROTEM) or thromboelastography (TEG) across Queensland Health hospitals (1 January 2019 to 15 April 2025), using data from AUSLAB, the statewide laboratory information system and surveyed all hospitals for VHA device availability.
Stat Med
September 2025
Division of Biostatistics, Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA.
Factorial study designs can be important for understanding the effectiveness of interventions when multiple interventions are under investigation. In this design setting, a unit of randomization can be assigned to any combination of interventions. The rationale for taking this kind of approach can vary depending on the specific questions targeted by the research.
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