Articles tagged with Decision Making
Research finds COVID-19 vaccine fatigue is driven by confidence in institutions and communication campaigns, with positive incentives boosting willingness among partially vaccinated groups. Effective strategies include adapted vaccines, low-barrier access, and expert consensus.
The EU-funded B-Cubed project aims to transform biodiversity monitoring by standardizing access to data from various sources. By leveraging data cubes and the Essential Biodiversity Variables framework, policymakers can proactively address biodiversity change and inform evidence-based decision-making.
Researchers found that fish in large schools are more willing to take risks and tune down their sensitivity to social cues, reducing the likelihood of responding to false alarms. This dynamic adjustment allows individuals to maintain control over their behavior, suggesting a potential evolutionary advantage in coping with misinformation.
Current radiotherapy contouring guidelines often miss lesions in the prostate bed, leading to unnecessary tissue irradiation. PSMA PET mapping reveals that nearly a third of patients experience disease progression within 10 years after radical prostatectomy.
A study of 31 million births in US states with and without 20-week abortion bans found a significant increase in Down syndrome diagnoses in the former. The study suggests that these bans may have influenced women's reproductive choices, leading to higher diagnosis rates.
Researchers used artificial intelligence to analyze electrocardiogram results from 1.6 million patients, predicting mortality risk with 85% accuracy. The study aims to improve individual care and create a learning health-care system that feeds data back into the healthcare system.
A recent study by the University of Gothenburg found that public acceptance of fossil fuel subsidy removal could be improved in developing countries if the revenue is invested in social and economic development. The researchers analyzed attitudes towards removing subsidies on fossil fuels in five developing countries, including Ecuador...
A recent survey found that patients overwhelmingly support receiving test results immediately, even if their provider has not yet reviewed them. Most respondents (90%) preferred receiving results through the patient portal as soon as they were available, and nearly all (96%) indicated a preference for timely release.
Researchers found that humans achieve dynamic balance by taking turns, while monkeys use static strategies that often result in one player losing out over time. Monkeys can learn to coordinate dynamically with human partners but then compete with each other.
A new tool can accurately forecast the prevalence of individuals with insufficient access to food, allowing for timely responses. The tool was developed using data from six countries and achieved high accuracy rates, particularly in Yemen and Syria.
A new way to identify higher-risk groups of older surgical patients can help surgeons make better care decisions and compare hospital performance. The new definitions label fewer patients as multimorbid and specify high-risk comorbidity combinations, which contribute to patient risk.
A study of US newspaper articles found that lung cancer screening was generally positively covered between 2010 and 2022. However, crucial aspects such as enrollment criteria and cost issues were frequently omitted, highlighting a need for radiologists to take an active role in media coverage.
A new study by the University of Exeter and the University of Bristol Law School suggests that governments should empower citizens to shape marine environmental decisions. The researchers propose a new definition of marine citizenship, recognizing rights as well as responsibilities, to create transformative change for sustainability.
A remote hypertension program, operated by Mass General Brigham, successfully supported patients through the COVID-19 pandemic in achieving their blood pressure goals. Participants who enrolled during the pandemic reached and maintained their goal blood pressures an average of two months earlier than in the pre-pandemic period.
A Rutgers study found that healthcare providers rarely screen their patients for firearm access, with only 17.1% of participants being asked about it. Researchers argue that adding screening to standard practice can provide resources on secure storage to families at risk.
Researchers found that the heart influences our sense of time, causing it to stretch or shrink with each heartbeat. The study used electrocardiography to measure heart activity and showed that temporal wrinkles in time perception are synchronized with heartbeats.
A new approach uses crowdsourced data from affected people to estimate earthquake impact within 10-20 minutes, potentially aiding early disaster management. The system analyzes 'felt intensity' reports, providing a basis for quickly assessing the severity of damage.
A new statistical model based on a global database of public reports can identify an earthquake as high- or low-impact within minutes. The researchers used over 1.5 million felt reports from 10,000 earthquakes to develop the model, which was able to provide impact results for 393 global events in 10 minutes.
A new study by Global Strategy Lab at York University found that most targeted COVID-19 border closures were ineffective in slowing the spread of the pandemic and may have been illegal under international law. The study suggests that border closures should only be used as a last resort and with strong caution.
Researchers seek to develop algorithms providing meaningful explanations for AI decision-making, enabling higher human trust and adoption in fields like science. The project focuses on symbolic reasoning and estimating explanation accuracy, addressing the need for transparent AI systems.
GPT-3 performs nearly on par with humans in decision-making but struggles with causal reasoning and information search. The language model's limitations may be due to its passive information-gathering approach, highlighting the need for active interaction with the world to achieve human-like intelligence.
A report by Queensland University of Technology highlights the struggle of international experts who warned about COVID-19 airborne transmission in early 2020. The group's warnings were initially rejected by the World Health Organisation, leading to delays in implementing control measures that could have saved lives.
A new study found that preoperative surgeon intuition is an independent predictor of 30-day postoperative complications, but its predictive power is not as strong as a standardized risk calculator. The study suggests that the information gathered by the calculator is better at predicting outcomes than surgeons' gut feelings.
A University of Copenhagen study examines how data is used in asylum decisions, revealing inconsistencies and discrepancies that can lead to applicants being deemed untrustworthy. The research highlights the opaque nature of the decision-making process and the need for critical evaluation of new data types.
Researchers studied ship tracks, which reflect sunlight and are formed by moving ships, to understand their benefits and risks of slowing climate change. They developed a mathematical model of ship tracks and found them to persist for more than 24 hours, longer than previously documented.
Researchers analyzed two US Army Corps of Engineers flood megaprojects in Rhode Island that emerged simultaneously after hurricane activity around the 1950s. The study found that strong public support and political backing were crucial factors in advancing one project, while the other failed to gain momentum due to environmental concer...
Researchers explore the 'what to sell' question in companies, finding three primary drivers: technology market, firm capabilities, and marketing capabilities. This decision comes before the 'how to sell' question, influencing costs and revenue models.
Men are more likely to interpret uncertain information optimistically and make riskier financial decisions, especially with increasing amounts of available information. Women, on the other hand, show a more cautious approach in uncertain situations, with missing information bothering them more than men.
Researchers found that a 30-minute mid-afternoon nap had the best balance of practicability and benefit, while shorter naps still improved mood, alertness, and memory encoding. The study suggests allocating at least 40 minutes for sleep to fall asleep.
Researchers at MIT developed a technique to improve machine-learning models' reliability without requiring additional data or extensive computing resources. The method uses a simpler companion model to estimate uncertainty, enabling more effective uncertainty quantification.
A new study from Wake Forest University School of Medicine has demonstrated altered dopamine signals in the brain's striatum region related to counterfactual information and relief. Dopamine levels were lower in participants with a history of alcohol use disorder, suggesting impaired decision-making processes.
Researchers at the University of Calgary discovered a reduction in brain function's brake signal contributes to decisions about eating in obese mice. The study found that when this region is disabled, lean mice continue to overeat despite feeling full.
A study published in CANCER found that people's defensive beliefs can prevent them from taking at-home stool tests for colorectal cancer screening. Individuals who reacted defensively were more likely to believe that a healthy lifestyle or regular bowel movements mean they don't need to be screened.
A new method assesses decision importance under uncertainty, suggesting that best decisions still pay off even when success is low. The study applies the method to a stylized greenhouse-gas emission problem, indicating that an early transition to a decarbonized society is rational despite low probability of success.
A study published in Science Advances found a direct link between violence and lifetime uncertainty, which is measured as the spread in age at death. The researchers analyzed mortality data for 162 countries and found that the most violent countries have the lowest life expectancy and highest lifetime uncertainty.
A Rutgers study found that people who know someone who became ill with COVID-19 or died from the disease are twice as likely to receive a COVID-19 vaccine. The study also found that essential workers and those with better health status were more likely to get vaccinated.
Researchers at Iowa State University have developed a new procedure to improve eyewitness lineup accuracy and detect suspect guilt or innocence. The 'rule out' procedure adds confidence questions to standard lineups, allowing witnesses to provide more valuable information about their decision.
A comprehensive review of antidepressant use in chronic pain found that some classes were effective in treating certain conditions, while others showed unclear or unknown benefits. Serotonin-norepinephrine reuptake inhibitors (SNRIs) like duloxetine demonstrated efficacy for various pain conditions.
Researchers discovered a single protein called Gr8a that plays an inhibitory role in mating decision-making, helping flies avoid inter-breeding with the wrong partner. The findings provide insight into how signal production and perception are tied together, shedding light on pheromone communication.
Researchers at Bar-Ilan University have developed a new type of artificial neural network that outperforms traditional deep learning architectures. By using tree architecture with single routes to output units, they achieve better classification success rates, paving the way for efficient and biologically-inspired AI hardware.
A study by Hannes Wagner finds that governance mechanisms aligning investors' and directors' interests improve environmental performance. The study also shows a positive relation between the appointment of female directors and environmental performance.
Researchers are using AI to assess soil datasets and measurements, aiming to build an automated data-driven decision support system for European soils. The goal is to create an effective soil health certification system that can be used by farmers, landowners, and policy makers.
A new study found that most Americans incorrectly believe they know what constitutes normal/healthy blood pressure, yet are overly confident in their understanding of blood pressure readings. This false confidence may undermine intentions to seek care for stage 1 hypertension.
A new study suggests that the format in which graphs are presented may be biasing people into being too optimistic or pessimistic about the trends the graphs display. Researchers found that participants made lower judgements when presented with bar charts instead of line graphs, even when the data was left unshaded.
A philosopher at the University of Cambridge argues that interfering with others' transformative choices, such as changing careers or having children, can be morally wrong. The study suggests that there is a moral duty to allow others to make these decisions and that interference should be done with caution.
A new study finds that younger voters prefer older candidates with left-wing policies that align with their social and identity issues. The 'grandfather effect' suggests that millennials and post-millennials are happy to support older leaders, contrary to traditional generational stereotypes.
The Cognitive Neuroscience Society Conference in San Francisco will explore the nature of thinking and memory. Highlights include presentations on aging, neurotechnology, and learning.
French researchers found that human and organizational factors negatively impact clinical decision support system use, whereas technological factors have a neutral effect. Despite benefits, PCPs report decreased efficiency due to increased workload, highlighting the need for developers to address these issues.
The American College of Physicians recommends using cognitive behavioral therapy (CBT) or second-generation antidepressants as initial treatment for adults with moderate to severe major depressive disorder. The guideline also suggests considering combination therapy and discussing patient preferences when selecting a treatment.
Primary care physicians and patients expressed concerns about digital detection surveillance of infectious diseases, including ambiguity over consent and potential discrimination. High-quality primary care was associated with reduced hospitalizations during the COVID-19 pandemic.
A new study finds that online physician rating platforms can help disseminate important quality information to patients and direct them to higher-quality physicians. The research examines the impact of user-generated online ratings on healthcare choices and highlights their positive association with conventional measurements of physici...
Researchers found no correlation between daily mood and confidence markers, but mood-related states and confidence level fluctuated at different time scales. Mood changes occurred faster than confidence level changes.
A recent study by Lancaster University found that coral bleaching events alter the behavior of butterflyfish, making it harder for them to recognize competitor species. This change leads to poorer decision-making, resulting in wasted energy and increased aggression.
A new AI tool developed by Brigham and Women's Hospital improves the accuracy of time-critical pathology diagnostics during surgery. The tool, which leverages deep-learning technology, translates frozen tissue samples into high-quality images, increasing diagnostic accuracy and reducing the need for lengthy laboratory tests.
Researchers created an AI platform called DystoniaBoTXNet that uses brain MRIs to identify patients who will respond to botulinum toxin treatment. The platform achieved a 96.3% accuracy rate in predicting treatment efficacy, offering clinicians a new tool for refining clinical decisions.
Researchers found that consumers pay more when asked to make payment decisions after receiving the product, especially for high-value offerings. Conversely, lower values are paid when decisions are made before receipt. This timing effect can inform businesses and organizations implementing pay-what-you-want pricing mechanisms.
The use of 3D-patient tumor avatars (3D-PTAs) is crucial for guiding treatment decisions in precision oncology. These avatars, including patient-derived organoids, 3D bioprinting, and microscale models, can accurately depict a tumor with its microenvironment, enabling the testing and prediction of therapeutic drug efficacy.
The expert panel recommends individualized gender-affirming care, considering unique needs of transgender and gender-diverse individuals. They propose abandoning strict rules, such as hormone therapy initiation prior to surgery, in favor of a more comprehensive approach.
There were significant increases in HPV vaccine administration among commercially insured adults aged 27 to 45 following the Advisory Committee on Immunization Practices' recommendation change in 2019. This trend is attributed to shared decision-making between patients and clinicians.
The report highlights that European taxonomic expertise is declining, with nearly half of insect orders not covered by sufficient scientists. The lack of expertise correlates with GDP and is more pronounced in biodiverse countries, posing significant problems for species conservation.