Background: Tolerance of uncertainty may influence how physicians and other providers practice and make clinical decisions. We hypothesized that increased tolerance of uncertainty would be associated with an increased uptake of a quality improvement (QI) intervention.
Methods: We examined tolerance of uncertainty using the Physicians' Reactions to Uncertainty Scale in the context of a national QI project in the Value in Inpatient Pediatrics network. The QI project aimed to increase exclusive isotonic fluid use and decrease laboratory draws. Exposure to the intervention was measured by using the stepped wedge design with sequential implementation across a diverse group of US hospitals. Multivariable analysis was conducted by using exposure to the intervention and tolerance of uncertainty as independent variables and exclusive isotonic fluid use or laboratory testing as the dependent variable.
Results: Of 106 participating hospitals, 97 contributed valid responses, with an overall mean reported tolerance of uncertainty of 3.39 (95% confidence interval: 3.27-3.50), with lower numbers on the 6-point scale indicating greater tolerance of uncertainty. Exposure to the QI intervention was significantly associated with exclusive isotonic fluid use (P <.001). Lower tolerance of uncertainty at baseline was associated with lower baseline isotonic fluid use and greater uptake of the use of isotonic fluids but not reduction in laboratory testing.
Conclusions: Contrary to our hypothesis, lower tolerance of uncertainty was associated with greater uptake of the QI intervention for the outcome of isotonic fluids. This initial association warrants further study to evaluate how tolerance of uncertainty plays a role in quality improvement science.
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http://dx.doi.org/10.1542/hpeds.2022-006674 | DOI Listing |
Sci Rep
January 2025
School of Mechanical Engineering, Shiraz University, Shiraz, Fars, 7193616548, Iran.
This paper presents a novel adaptive fault-tolerant control (AFTC) framework for systems with piezoelectric sensor patches, specifically targeting sensor faults and external disturbances. The proposed method ensures robust control of cantilever thick plates by integrating adaptive estimation to simultaneously handle sensor faults and system uncertainties, maintaining stability despite issues like drift, bias, loss of accuracy, and effectiveness. Unlike traditional approaches that address sensor faults individually, our method provides a comprehensive solution backed by Lyapunov-based stability analysis, demonstrating uniform ultimate boundedness under various fault conditions.
View Article and Find Full Text PDFEnviron Pollut
December 2024
Department of Systems Design for Ocean-Space, Faculty of Engineering, Yokohama National University, 79-5 Tokiwadai, Hodogaya, Yokohama, Kanagawa, 2408501, Japan. Electronic address:
This study developed a numerical simulation model for a marine ecosystem to determine accumulation levels of polychlorinated biphenyls (PCBs) in top predators (seabasses). The simulated results were used for calculating probabilities of exceeding tolerable daily intake (TDI) of seafoods enforced by the US and Japanese governments. The model was applied to Tokyo Bay, Japan.
View Article and Find Full Text PDFNeural Netw
December 2024
School of Computer Science and Technology, Soochow University, Suzhou, 215006, China. Electronic address:
Certifying robustness against external uncertainties throughout the control process to reduce the risk of instability is very important. Most existing approaches based on adversarial learning use a fixed parameter to adjust the intensity of adversarial perturbations and design these perturbations in a greedy manner without considering future implications. However, they often lead to severe vulnerabilities when attack budgets vary dynamically or under foresighted attacks.
View Article and Find Full Text PDFPLoS One
December 2024
Department of Pharmacy, Huaihe Hospital, Henan University, Henan, China.
Background: The prophylactic vaccines available to protect against infections by human papillomavirus (HPV) are well tolerated and highly immunogenic. This systematic review and meta-analysis aimed to explore the efficacy of HPV vaccination on the risk of HPV infection and recurrent diseases related to HPV infection in individuals undergoing local surgical treatment.
Methods: A literature search was performed using PubMed/MEDLINE, Embase, the Cochrane Library, Scopus, Web of Science, and bioRxiv/medRxiv from inception to July 15, 2024.
Commun Psychol
December 2024
Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Wales, UK.
Cognitive maps are thought to arise, at least in part, from our intrinsic curiosity to explore unknown places. However, it remains untested how curiosity shapes aspects of spatial exploration in humans. Combining a virtual reality task with indices of exploration complexity, we found that pre-exploration curiosity states predicted how much individuals spatially explored environments, whereas markers of visual exploration determined post-exploration feelings of interest.
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