Articles tagged with Data Analysis
A recent NTU Singapore study reveals that frequent use of videoconferencing platforms contributed to higher levels of fatigue among workers. The researchers found a significant link between increased videoconferencing usage and feelings of fatigue, with reliable internet connections unable to mitigate this effect.
A new analysis of data from Chicago shows that as violent crime decreases, so does the area's death rate from heart disease. The study, published in the Journal of the American Heart Association, found a significant decline in cardiovascular disease mortality when violent crime declined by more than 10%.
The Mount Sinai Hospital has been awarded $4.2 million over five years to establish a Proteogenomic Data Analysis Center, which will help identify potential biomarkers and drug targets for cancer and new insights into cancer biology.
Researchers at Boston University developed an AI-powered computational model that can detect cognitive impairment from audio recordings of neuropsychological tests. The model was trained on over 1,000 individuals and accurately distinguished between healthy individuals and those with dementia.
A large-scale study analyzing 29 studies and 139,624 participants found that people who viewed tobacco content on social media are more likely to report using tobacco. The study also identified susceptible individuals who may be influenced by pro-tobacco content.
A study of 11,500 athletes found that about 8% experienced persistent symptoms after contracting COVID-19, which can affect training and competing. The study highlights the need for personalized assessment before resuming training and competition in athletes.
Researchers developed smart textiles that sense wearer's posture and motions using a novel fabrication process called thermoforming, which improves pressure sensor precision. The technology has potential applications in healthcare and rehabilitation, such as tracking gait or monitoring pressure on diabetic patients' feet.
Researchers found a higher prevalence of autism spectrum disorder (ASD) in boys than girls, with 410 out of 12,554 children and adolescents reporting an ASD diagnosis. The overall prevalence was estimated at 3.14% for the US population between 2019 and 2020.
The study found that legislatures, rather than governors, played a crucial role in shaping data reporting practices. Standardized data collection protocols and comprehensive race and ethnicity data are essential for addressing health disparities and reducing information asymmetries.
A study by ETH Zurich researchers shows a sharp increase in opioid poisoning cases and sales in Switzerland between 2000 and 2019, with oxycodone being the second most common cause. The rise is similar to that seen in other European countries, but per capita sales are higher in Switzerland.
Brazilian researchers surveyed 900 volunteers during the pandemic, finding that time expansion (feeling time passes slowly) was associated with loneliness and a lack of positive experiences. Time pressure (feeling time flies quickly) was also influenced by loneliness and stressful situations.
A comparison analysis found that Canada handled the pandemic well by most measures, thanks to strict policies and high vaccination rates. The analysis showed that if US vaccination and death rates occurred in Canada, about 5.9 million fewer Canadians would have been vaccinated and 68,800 more would have died from COVID-19.
A new study shows that community science activities can produce high-quality taxonomic data sets, empowering community scientists and supporting biodiversity discovery. Thousands of microscopic liverwort leaves were measured by community scientists over two years, with surprising accuracy.
A new study found that exposure to air pollution and indoor burning without ventilation significantly increases the risk of heart disease mortality. Researchers created maps of eight environmental risk factors across Golestan Province, Iran, and identified associations between death and these factors, controlling for traditional risk f...
An international research team applied a new dynamical model and exceptional historical data to examine major explanations for cultural complexity evolution. The study found little support for many influential theories, including the transition to agriculture and conflict theories.
A Rutgers team created an AI-powered framework that detects trespassing events, differentiates violators, and generates video clips of infractions. The system analyzed 1,632 hours of archival footage and found nearly 70% of trespassers were men, with most incidents occurring on Saturdays around 5 p.m.
A recent study examined changes in Korean adults' diet quality and cardiometabolic risk factors from 2007 to 2018. The research found declining trends in diet quality and increasing risks of obesity, hypertension, and type 2 diabetes.
The Global Organization for EPA and DHA Omega-3s (GOED) has introduced an interactive tool to catalog all human studies on EPA and DHA omega-3s. The Clinical Study Database (CSD) provides a comprehensive searchable database with over 45,000 studies, allowing users to filter by outcome, population demographics, study size or dosage.
A new report highlights the nation's race and ethnicity data shortcomings, recommending federal leadership on standardizing demographic data collection and reporting across critical issue areas. The report aims to help policymakers craft solutions that take into account where resources should be concentrated to address racial disparities.
The article discusses how big data can improve non-communicable disease (NCD) surveillance by providing real-time information and reducing costs. This new approach uses electronic health records, national administrative data, and other datasets to track NCDs more effectively.
A recent study found that women's desire for leadership roles has remained unchanged over the past 60 years, with a persistent gap in aspirations. The researchers analyzed data from leadership studies and found that even without systemic discrimination, women are less likely to express interest in leadership positions.
A new study found that women over 40, non-Hispanic Black women, and those with lower education levels are more likely to experience infertility. The US fertility rate has plateaued, but access to healthcare services is a significant factor in preventing infertility.
A collaborative initiative aims to establish common protocols for assessing and comparing diffuse optics systems used in medical diagnosis. The study presents the results of a multi-laboratory comparison of 12 institutions and 28 systems, proposing simple numeric values for easy comparison across instruments.
Researchers analyzed 139 patient blood samples to identify common mechanisms underlying COVID-19 recovery. They found that a gradual reduction in neutrophil counts and changes in molecular regulation of the immune system characterize the recovery process.
A massive global study of social distancing motivations has yielded new insights into the effectiveness of different styles of messaging. Autonomy-supportive messages that encouraged personal agency were found to be more effective in influencing individuals' behaviors than controlling or shaming messages.
A team of mathematicians from the University of Texas at Arlington is leading a national initiative to equip students with skills in climate-smart agriculture. The project aims to increase workforce diversity and create technology- and data-savvy workforces.
A pooled data analysis reveals that 14.5% of the global population may have had tick-borne Lyme disease, with higher prevalence in men aged 50+, rural areas, and Central and Western Europe. The study suggests that improvements to antibody detection methods could enhance public health response policies.
A world-first study from the University of South Australia found a direct link between vitamin D deficiency and increased risk of dementia and stroke. The study analyzed data from 294,514 participants and found that up to 17% of dementia cases might have been avoided by boosting vitamin D levels.
Children using trampoline centers are at a higher risk of serious injuries and hospital admissions compared to those using trampolines at home. Mandatory safety standards for trampoline centers are urgently required, highlighting the need for public awareness and evidence-based safety measures.
A study finds that adults with growth hormone deficiency (GHD) experience higher rates of endocrine and metabolic conditions, as well as cardiovascular disease. Daily somatropin injections improve quality of life, but treatment rates remain low.
A proteomic study of 2,002 tumors identified 11 distinct molecular subtypes across 14 tissue-based cancer types, including breast, lung, and brain cancers. These subtypes provide new insights into the deregulated pathways and processes in tumors that make them cancerous.
A mass survey of Japanese citizens aged 50-89 years found that sagittal spinal balance measurement can detect cognitive decline. The study discovered associations between anteriorization of the spine and lower cognitive function in both males and females, with greater risks detected in cases of SVA ≥ 70mm regardless of age.
A study of HealthCare.gov Marketplace enrollment data from 2015 to 2021 found that 32% of enrollees lacked reported race or ethnicity information. Disproportionately, Black and Hispanic individuals were more likely to have missing data, suggesting the marketplace may serve a more diverse population than indicated by self-reported data.
Researchers found that the asteroid is similar to 'Ivuna-type carbonaceous chondrites,' which date back to the solar system's beginnings. The samples show signs of having been soaked in water, but the rock itself appears relatively dry, hinting at similar formation conditions between comets and asteroids.
The INCLUDE Data Hub provides centralized access to large-scale research resources, including biospecimen libraries and clinical datasets, for the study of Down syndrome. With over 8,000 study participants and 30,000 biospecimens, researchers can accelerate discoveries that benefit people with Down syndrome.
A team from the Institute for X-ray Physics at the University of Göttingen has developed a new method for X-ray microscopy that uses imperfect lenses to achieve higher image quality and sharpness. The researchers used a lens consisting of finely structured layers deposited on a thin wire and adjusted it between the object to be imaged ...
A study by TUM researchers found that warmth-loving insect species increased in population trends, while cold-adapted species declined. This is partly due to improvements in water quality benefiting dragonflies, which depend on aquatic habitats.
Researchers developed a methodological framework to ensure web data validity in marketing studies. The study provides recommendations for addressing challenges in collecting and using web data via web scraping and APIs.
The new technique, 3D optical coherence refraction tomography (3D OCRT), produces highly detailed images revealing features difficult to observe with traditional OCT. It has the potential for biomedical research and eventually more accurate medical diagnostic imaging.
Researchers analyzed urban magnetic fields to understand city health and provide insights for preventative studies. They discovered differences between Berkeley and Brooklyn, with Berkeley reaching near-zero magnetic activity at night.
Scientists have described a new species of therizinosaurid from Japan, shedding light on the function and evolution of their fearsome claws. The discovery indicates that therizinosaurs existed in Asia over a longer timescale than previously known and were adapted to coastal environments.
Researchers analyzed data from 623,000 Asian individuals to find that being unmarried is associated with a higher risk of death. The study found the highest risk among men and younger people under 65 years old.
A review of scientific evidence concludes that diet has little impact on the progression of osteoarthritis and rheumatoid arthritis. While a healthy diet brings other health benefits, the impact on these diseases is small and not clinically meaningful.
A major international study reveals the significant impact of COVID-19 on cardiovascular services worldwide, with a substantial decline in hospital admissions and increased mortality rates. The study warns that problems with heart health will continue to accrue unless mitigation strategies are implemented quickly.
Excess deaths in Canadian provinces from March 2020 to October 2021 showed wide variability, with Quebec having the highest COVID-19 mortality rate and Prince Edward Island and Nova Scotia having the lowest. The article calls for better data management to prepare for future health crises.
A major study found COVID-19's toll on global cardiac services, revealing a 'substantial global decline' in hospital admissions of cardiovascular patients. The pandemic led to increased delays in treatment, resulting in more deaths and complications, with low-income countries facing the worst impact.
Researchers developed an algorithm to classify patients into disease subtypes based on molecular changes, enabling more targeted treatments. The tool has shown potential in a study on non-alcoholic fatty liver disease, identifying lipid biomarkers for disease progression.
A large US hospital study found that hospitals providing more registered nurse hours of care can decrease mortality rates in Medicare patients with sepsis. The analysis of over 702,000 patients suggests a strong association between nurse staffing and patient outcomes.
A study by University of Alberta researchers found that language related to depression on social media did not increase in response to COVID-19 waves, but rather decreased as people adapted. Instead, they found spikes in language related to the Black Lives Matter movement and other global events.
A new systematic review and meta-analysis published in The BMJ provides a comprehensive understanding of the adverse outcomes associated with gestational diabetes mellitus during pregnancy. The study found that women with gestational diabetes had increased odds of caesarean section, preterm delivery, and infant complications.
A new project led by University of Illinois professor Jingrui He seeks to detect and predict insider threats in large organizations. The team will use multimodal data to identify outliers and rare category types of insider threats and propose dynamic update techniques.
A new study by Xi'an Jiaotong-Liverpool University finds that upscale hotels in Texas benefit most from hosting Tesla charging stations between 2015-2018. The study suggests that the benefits are due to brand alignment and the presence of nearby tourist attractions, which attract customers seeking charging services.
A new analysis found that citizen science data from apps like eBird can be a valuable resource for researchers and managers, offering insights into wild bird populations. By comparing publicly-produced data with officially tracked numbers, researchers have identified patterns and potential areas for improvement.
A new distributed learning technique, GD-SEC, reduces communication requirements in wireless architecture, improving efficiency and reducing computational cost. The method employs data compression to transmit only meaningful, usable data, enhancing the impact of machine learning while minimizing its limitations.
A UOC study finds that effective feedback requires a two-way dialogue between teachers and students, helping them bridge gaps in knowledge and skills. Students' emotional responses to feedback also play a crucial role, with positive emotions fostering engagement and improvement.
A new study by McGill University researchers has shed light on the complex relationships between concussion symptoms and brain damage in children. The findings suggest that certain combinations of brain injury can lead to specific symptoms, such as attention difficulties and sleep problems.
Plazi receives EUR 1.5 million grant from Arcadia Fund to develop Biodiversity Literature Repository (BLR), providing access to over 750,000 taxonomic treatments, figures, and material citations. The project aims to liberate data from scientific publications, making it FAIR and open for researchers.
Researchers at New York University found that positive tweets about vaccines precede increases in vaccination rates, while negative tweets follow decreases. The study uses big data analytics and natural language processing to track vaccine-related topics and sentiment scores.
Xie aims to develop algorithms that reflect human domain knowledge and reasoning patterns, increasing trust in machine learning models. He also explores algorithmic fairness, considering multiple perspectives on what's considered fair, to address concerns about biased decision-making.
A recent study found that obesity, impaired blood glucose metabolism, and high blood pressure significantly increase the risk of dying from COVID-19 in young and middle-aged people. Researchers analyzed data from the European case registry LEOSS and found that patients with all three conditions had a similar increased risk of death as ...