Articles tagged with Data Availability
Researchers found that widely used machine learning tools produce biased results for immunotherapy research, as they rely heavily on datasets from higher-income communities. This can lead to ineffective treatments for lower-income populations. The study highlights the need for accurate and unbiased data in machine learning models.
Research by Ozturk, He, and Chintagunta found that women and minorities are charged higher interest rates, with women facing a 0.6% markup and minority borrowers paying 2.6% more. These markups amount to significant annual losses, with the estimated total being $40.3 million for women and $226.3 million for minority borrowers nationwide.
A new study has developed a simple model for screening out bad ideas in crowdsourcing contests using artificial intelligence. The research found that AI can assist in the crowdsourcing process by identifying atypical ideas while preserving more inclusive and rich ideas.
A study by UCLA researchers found that nearly 20% of patients with serious illnesses listed as alive in their medical records were actually deceased according to California data. This discrepancy led to hundreds of wasteful follow-up outreach efforts, straining resources and healthcare workers' time.
A new framework demonstrates that proportionately more multi-homing consumers lead to significant efficiency gains when integrating two business platforms. However, this trend also creates higher barriers to entry for new platform firms and may require policy guidance to mitigate potential harms of platform mergers.
Researchers identified 38 unique pathogenic variants in 57 patients, including novel variants specific to the Kazakh population. These variants were associated with an increased risk of triple-negative breast cancer and family history of breast cancer.
A new study developed a theoretical framework to re-evaluate the impact of record summer temperatures on European mortality. Using daily temperature and mortality records from 147 regions, researchers found that weekly, 2-weekly, and monthly models underestimated heat-related mortality, with errors increasing with aggregation period.
Researchers found that smaller subsets of data can be just as effective in training AI models, reducing the need for massive computing power. The study suggests that information richness is more important than dataset size.
A new study in Management Science found that AI favors junior workers over senior colleagues due to their lower sensitivity to imperfections, despite the latter's greater task-based experience. This challenges conventional wisdom and highlights the importance of considering worker experience types when introducing AI into the workplace.
The study analyzed global data from the past three decades, revealing an overall increase in hypertensive heart disease (HHD) prevalence but a decrease in mortality and disability-adjusted life years (DALYs). The burden of HHD is particularly concerning for healthcare systems due to higher prevalence with lower mortality rates.
A research project involving citizens in flood-prone areas improves data collection and increases resilience. The methodology shows a combination of digital technologies, participatory methods, and co-production of new understandings to enable just and sustainable transformations.
A study by Boston University and UC Berkeley found that incentivized reviews are more likely to contain low-quality information and correspond to worse guest experiences. In contrast, non-incentivized reviews with the same star ratings led to better guest experiences.
Post-Acute Sequelae of COVID-19 research aims to track long-term health symptoms in survivors. A $3.7 million grant will support the development of self-supervised deep learning technologies to recognize post-COVID lung progression phenotypes.
A new task group initiative bridges the gap between biodiversity and omics data standards, enabling sustainable interoperability and collaboration. The effort aims to facilitate data reuse, integration, and knowledge generation in biodiversity research.
A new study finds that US state and territory COVID-19 websites do not meet accessibility standards, making it difficult for visually impaired individuals to access critical health information. The researchers identified a range of accessibility problems, including incompatibility with screen readers and limited contrast.
Researchers identified four novel receptors potentially linking endometrial cancer with polycystic ovary syndrome, highlighting a major pathway involved in the increased EC risk in PCOS. The PI3K-AKT signaling pathway is consistent with a link between PCOS and EC.
A study from the Complexity Science Hub reveals that rare shops and services in urban locations can bring people of different socio-economic backgrounds together. Researchers found that neighborhoods offering a range of unique amenities, like zoos or cinemas, tend to attract more diverse audiences. This understanding can inform policy ...
Researchers developed an algorithm that uses wearable health tracker data to identify promising treatment strategies for Parkinson's disease, which could improve patients' outcomes. The model suggests a novel medication approach that benefits almost all patients and offers the potential to revolutionize care.
A new study found that temporarily relaxing paywall restrictions leads to an increase in subscribers. The researchers discovered that users who experienced 'free' access during certain events were more likely to subscribe afterwards.
New research reveals that 41.4% of departing employees withdraw their 401(k) savings, resulting in a significant loss of retirement savings. The study found that psychology and administrative factors contribute to this phenomenon, with employers often unaware of the issue.
A recent analysis of published and unpublished studies found that Functional Family Therapy is not consistently more or less effective than other treatments, including individual, family, and group interventions. The available evidence also raises concerns about the quality of the therapy's evidence base.
The digitization of Johanna Bonne-Wepster's field notes has filled significant gaps in mosquito research and tropical medicine. The collection contains valuable information on vector-borne diseases and their spread, which can inform current public health issues and future disease modeling.
A study published in the Journal of the American College of Cardiology found that alerting volunteers can increase bystander CPR and AED use, leading to improved survival rates. The volunteer system increased rates of CPR and defibrillation in out-of-hospital cardiac arrests, giving victims a higher chance of receiving early care.
A new study reveals that mobile phone data can be skewed towards more accessible populations, leading to misleading predictions and ineffective outbreak responses. Researchers urge acknowledging and measuring bias in all types of data to ensure accurate public health decisions.
The new policy paper emphasizes the importance of Indigenous knowledge and data in subnational decision-making for a sustainable green transition. It identifies key strategies to enhance inclusion, such as awareness-raising among policymakers, increasing Indigenous representation, and facilitating knowledge exchange.
Collecting self-reported racial and Indigenous identity data on health card applications and renewals could facilitate the measurement of racial inequities in healthcare. This approach could aid in tracking progress and ensuring accountability, particularly for Indigenous and Black patients who face significant barriers to care.
When healthy food options are no longer discounted, consumers tend to opt for cheaper alternatives. A new study found that temporary incentives to buy healthier foods have a limited impact on long-term purchasing habits.
A new study in the INFORMS journal Manufacturing & Service Operations Management uncovers how to showcase hospital wait times to increase efficiency, accurately route emergency vehicles, and save money. The study provides a comprehensive picture of patient waiting trajectories for low-acuity patients and first responders, aiding in bet...
Researchers have developed a self-teaching web app called BRIDGEcereal that quickly and accurately analyzes genomic data for cereal crops, identifying patterns of DNA variations. This breakthrough tool is expected to revolutionize crop improvement by efficiently mining publicly accessible cereal pan-genomes.
Researchers found that selectively targeting large-scale drug vendors on the dark web leads to a significant decrease in transaction volume and the number of remaining vendors. Small vendors were most deterred, while those selling dangerous drugs were more deterred relative to less dangerous ones.
A team of scientists has developed an automated algorithm to reconstruct the shape of each neuron inside a light microscopy image using deep learning. This breakthrough addresses the challenge of generalizing algorithms across diverse species, brain locations, developmental stages, and microscopy image sets.
Women with short or long menstrual cycles are at increased risk of cardiovascular disease events such as heart attack or AFib. The study analyzed data from over 58,000 women and found that irregular menstrual cycle length was associated with higher risks of CVD, independent of other factors.
A growing number of people worldwide will be affected by low back pain by 2050, with Australia facing a nearly 50% increase. The study highlights the need for effective prevention and management strategies to address this growing burden.
Researchers found that women outperform men in online video games when they conceal their gender identities, suggesting a 'neutralizing effect' on male competitors. This finding challenges common stereotypes about women's behavior in competitive environments.
Researchers found that people dislike fitness recommendations from apps using social media data, instead favoring personalized approaches with control options. Users prefer systems allowing them to choose between different recommendation methods, making them feel more in control.
A new study uses social media data to understand global air conditioning adoption patterns. It finds that middle-aged, educated males and parents of small children tend to express higher online interest in AC. This research aims to improve climate change adaptation measures by identifying sociodemographic groups at risk.
A new study by MIT and Michigan State University found that altering job descriptions to make them more gender-neutral has little impact on applicant behavior. Despite efforts to appeal equally to women and men, the research reveals no practical effects of 'degendering' job listing language.
Researchers found that 'not-so-choosy consumers' who visit shallow stores are the driving force behind price decisions. These consumers compare prices before purchase, making them the key influencer of prices across industries.
A new research approach suggests integrating biodiversity auditing into conservation plans to effectively support a wider range of important species. This method has been successfully tested in the UK's East Anglia region and could benefit biodiversity nationally, including the European Union's 2030 Biodiversity Strategy.
A study from the University of East Anglia found that environmental impact assessments often fail to account for species movement between sites, leading to underestimated impacts on wildlife. The research highlights a planned airport development in Portugal that could affect over 10 times the number of Black-tailed Godwits estimated by...
Max Planck scientists explore the possibilities of artificial intelligence in materials science, discussing how combining physics-based modeling with AI can unlock complex material designs. The research focuses on overcoming limitations of traditional methods and handling sparse, noisy data.
Rice University's assistant professor of computer science, Todd Treangen, has been awarded a $599,943 National Science Foundation CAREER Award to develop a comprehensive computational platform for detecting yet-unseen microbial pathogens. The project aims to characterize previously unseen pathogens that could pose a risk to humans.
Researchers developed a model to track COVID-19 data, predicting transmission and informing health surveillance systems. The model successfully predicted the spread of COVID-19 in Cali, Colombia, highlighting the importance of high-resolution data in understanding virus dynamics.
Global efforts to track HIV and HCV incidence among people who inject drugs are necessary to validate targets for ending the epidemics by 2030. The research highlights the importance of prioritizing this population in prevention and elimination work, particularly for vulnerable subgroups like young people and women.
Researchers found that Black men have a higher mortality rate after surgery compared to other groups, with a 50% higher risk of death after elective procedures. The study suggests that structural racism, poor pre-operative care, and exposure to toxins may contribute to these disparities.
A new study by Amazon uses robotics and operations research to enable humans and robots to work together effectively, reducing distance traveled by robots by 62% and resulting in $500 million in annual savings. The algorithm has also reduced storage footprint by 29%, leading to more efficient use of space and a productive human workforce.
Virginia Tech researchers Traci DuBose and Meryl Mims studied 90 species of frogs and toads using publicly available data from the Global Biodiversity Information Facility. They found that approximately 11% of anuran species are sensitive to climate change but not currently listed as at-risk.
A new study in Organization Science finds that employees who speak up in the office have their ideas heard and implemented more effectively when they choose a person with authority and resources. Choosing the right person depends on both hierarchy and competence.
George Mason University researchers are developing a digital twin system to provide farmers with real-time data on crop conditions, soil, weather, and markets. The CropSmart Digital Twin (CSDT) aims to support the USDA's goal of increasing U.S. agricultural production by 40% while reducing its environmental footprint by half by 2050.
A review paper on quantum transport could lead to innovative materials and devices for efficient energy management at the nanoscale. The paper provides a structured overview of theoretical understanding, models, methods, and properties of quantum systems.
A global picture of local species richness trends is hindered by incomplete and biased data, with regional imbalances leading to a distorted impression. The study advocates for prioritizing local assessments and standardized monitoring programs to address measurement errors and spatial biases.
Astronomers have cataloged over 51,863 Lyman-alpha-emitting galaxies, 123,891 star-forming galaxies, and 4,976 active galactic nuclei using HETDEX's spectroscopic data. The survey is a non-targeted, moon-sized survey that collects spectra from 35,000 fiber optic cables, providing a unique dataset for future galaxy mapping.
A new study in Management Science finds that direct load control contracts can reduce peak-demand energy costs by about 5% and summer peak demand by 4,000 megawatt hours. By controlling air conditioners and other devices in residential and commercial units, utilities can increase grid reliability and reduce electricity costs.
A new study found that primary care visits addressing mental health concerns rose by almost 50% over a decade, with Black and Hispanic patients facing barriers to access. Primary care physicians welcome the opportunity to address mental health concerns but need better support systems.
A new study found that women with pre-pregnancy migraine had greater risks of preterm delivery, gestational hypertension, and preeclampsia. Migraine with aura was associated with a higher risk of preeclampsia than without aura.
The number of cardiovascular disease-related deaths in the US rose significantly between 2019 and 2020, with Asian, Black and Hispanic populations most affected. The largest single-year increase since 2015 was seen in CVD deaths among these populations, highlighting structural and societal disparities.
A new study in Management Science found that variable pricing increases primary market ticket sales by 1.59% per game, with customers embracing lower prices for less popular games and higher prices for more attractive games.
Researchers found that primary care physicians using community health information exchanges (HIEs) reduced the likelihood of re-hospitalizations and follow-up emergency department visits. By accessing data about patient care transitions, doctors increased hospital admission lengths from 99 to 238 days.
Researchers in Japan have developed a novel method to assign workplace locations to individuals in synthetic populations, addressing a significant limitation of previous models. This breakthrough enables more accurate social simulations, which can be used to assess various social issues and inform policy decisions.
A team of researchers from Chung-Ang University evaluated three different MALDI-TOF MS approaches used in domestic clinical settings for the identification of molds. They compared the performance and diagnostic accuracy of the Bruker Biotyper, ASTA MicroIDSys, and Vitek MS instruments.