Articles tagged with Data Analysis
Comprehensive exploration of living organisms, biological systems, and life processes across all scales from molecules to ecosystems. Encompasses cutting-edge research in biology, genetics, molecular biology, ecology, biochemistry, microbiology, botany, zoology, evolutionary biology, genomics, and biotechnology. Investigates cellular mechanisms, organism development, genetic inheritance, biodiversity conservation, metabolic processes, protein synthesis, DNA sequencing, CRISPR gene editing, stem cell research, and the fundamental principles governing all forms of life on Earth.
Comprehensive medical research, clinical studies, and healthcare sciences focused on disease prevention, diagnosis, and treatment. Encompasses clinical medicine, public health, pharmacology, epidemiology, medical specialties, disease mechanisms, therapeutic interventions, healthcare innovation, precision medicine, telemedicine, medical devices, drug development, clinical trials, patient care, mental health, nutrition science, health policy, and the application of medical science to improve human health, wellbeing, and quality of life across diverse populations.
Comprehensive investigation of human society, behavior, relationships, and social structures through systematic research and analysis. Encompasses psychology, sociology, anthropology, economics, political science, linguistics, education, demography, communications, and social research methodologies. Examines human cognition, social interactions, cultural phenomena, economic systems, political institutions, language and communication, educational processes, population dynamics, and the complex social, cultural, economic, and political forces shaping human societies, communities, and civilizations throughout history and across the contemporary world.
Fundamental study of the non-living natural world, matter, energy, and physical phenomena governing the universe. Encompasses physics, chemistry, earth sciences, atmospheric sciences, oceanography, materials science, and the investigation of physical laws, chemical reactions, geological processes, climate systems, and planetary dynamics. Explores everything from subatomic particles and quantum mechanics to planetary systems and cosmic phenomena, including energy transformations, molecular interactions, elemental properties, weather patterns, tectonic activity, and the fundamental forces and principles underlying the physical nature of reality.
Practical application of scientific knowledge and engineering principles to solve real-world problems and develop innovative technologies. Encompasses all engineering disciplines, technology development, computer science, artificial intelligence, environmental sciences, agriculture, materials applications, energy systems, and industrial innovation. Bridges theoretical research with tangible solutions for infrastructure, manufacturing, computing, communications, transportation, construction, sustainable development, and emerging technologies that advance human capabilities, improve quality of life, and address societal challenges through scientific innovation and technological progress.
Study of the practice, culture, infrastructure, and social dimensions of science itself. Addresses how science is conducted, organized, communicated, and integrated into society. Encompasses research funding mechanisms, scientific publishing systems, peer review processes, academic ethics, science policy, research institutions, scientific collaboration networks, science education, career development, research programs, scientific methods, science communication, and the sociology of scientific discovery. Examines the human, institutional, and cultural aspects of scientific enterprise, knowledge production, and the translation of research into societal benefit.
Comprehensive study of the universe beyond Earth, encompassing celestial objects, cosmic phenomena, and space exploration. Includes astronomy, astrophysics, planetary science, cosmology, space physics, astrobiology, and space technology. Investigates stars, galaxies, planets, moons, asteroids, comets, black holes, nebulae, exoplanets, dark matter, dark energy, cosmic microwave background, stellar evolution, planetary formation, space weather, solar system dynamics, the search for extraterrestrial life, and humanity's efforts to explore, understand, and unlock the mysteries of the cosmos through observation, theory, and space missions.
Comprehensive examination of tools, techniques, methodologies, and approaches used across scientific disciplines to conduct research, collect data, and analyze results. Encompasses experimental procedures, analytical methods, measurement techniques, instrumentation, imaging technologies, spectroscopic methods, laboratory protocols, observational studies, statistical analysis, computational methods, data visualization, quality control, and methodological innovations. Addresses the practical techniques and theoretical frameworks enabling scientists to investigate phenomena, test hypotheses, gather evidence, ensure reproducibility, and generate reliable knowledge through systematic, rigorous investigation across all areas of scientific inquiry.
Study of abstract structures, patterns, quantities, relationships, and logical reasoning through pure and applied mathematical disciplines. Encompasses algebra, calculus, geometry, topology, number theory, analysis, discrete mathematics, mathematical logic, set theory, probability, statistics, and computational mathematics. Investigates mathematical structures, theorems, proofs, algorithms, functions, equations, and the rigorous logical frameworks underlying quantitative reasoning. Provides the foundational language and tools for all scientific fields, enabling precise description of natural phenomena, modeling of complex systems, and the development of technologies across physics, engineering, computer science, economics, and all quantitative sciences.
A large study found that even small reductions in heart disease risk factors can help reduce frailty and dementia in older adults. Near-ideal cardiovascular risk profiles were associated with better outcomes on multiple factors, including chronic pain, falls, fractures, and dementia.
Higher levels of bilirubin in the blood are associated with lower rates of heart failure, heart attack, and stroke, even in people without liver disease. The study suggests that bilirubin may have beneficial effects as an antioxidant, potentially reducing chronic disease morbidity risk.
The UTA industrial engineering team partnered with Foxconn to develop data analytics and smart manufacturing solutions for improving efficiency in large-scale cell phone manufacturing processes. The partnership resulted in the development of automated systems to detect fake parts, reduce human inspection time, and increase output.
A new Swansea University study finds that using anonymised routinely collected electronic health records can help track trial participants over long-term periods, providing more complete results. The use of these records reduces volunteer bias, increases reliability, and provides new insights into population health.
The study reveals a stunning relation between ceremonial sites and cemeteries, underpinning complex Andean concepts of death and renewal. It was discovered that the site's features can be related to the surrounding landscape, highlighting the importance of Kipia as a local huaca.
The new Pacific Northwest Center for Cryo-EM is one of three national centers established by the National Institutes of Health to boost access to cryo-electron microscopy. This technology allows scientists to see individual atoms in a molecule or protein with striking clarity, revolutionizing structural biology research.
Chronic medical conditions are common in women with urinary incontinence, linked to increased cardiovascular risk. Pulmonary diseases like asthma also affected many women, highlighting the need for prevention and treatment efforts targeting modifiable conditions.
Research by Imperial College London found that participating in Eurovision Song Contest may lead to a four percent increase in life satisfaction for every ten places improvement in final score. Conversely, doing poorly in the competition was associated with a greater increase in life satisfaction compared to not taking part at all.
Populations of freshwater dolphins in the Amazon basin are declining rapidly, with both boto and tucuxi species facing severe decline rates. The study reveals that these species would be classified as Critically Endangered under IUCN Red List criteria if current trends continue.
Researchers verify anomalous amplitude apodization for non-spherical particles, boosting microscope magnifying power and peak field intensity. This technique enhances imaging capabilities for biological molecules, viruses, and living cells.
Patients treated by older surgeons (aged 60 or over) have slightly lower death rates in the first few weeks after their operation than those treated by younger surgeons. The study found that for every 333 patients, one fewer death would occur if quality of care was the same between ages.
A pooled analysis of published study data suggests that around 11% of PMS cases may be associated with alcohol intake globally. Heavy drinking is estimated to increase the risk by 79%, with potential biological explanations including altered sex steroid hormone levels and serotonin production.
An independent analysis of aggregated occurrence records found that ALA and GBIF data processing leads to significant data loss and unjustified changes in scientific names. The audit revealed up to 1 in 5 records were altered due to aggregator errors, with major disagreements on names between aggregators also reported.
A new study found patients with inflammatory bowel disease are more likely to develop Parkinson's disease. Anti-tumor necrosis factor therapy for IBD was associated with a reduced incidence of Parkinson's in over 170 million patient records analyzed.
Researchers at MIT's CSAIL have developed RoadTracer, an automated method to build road maps that is 45 percent more accurate than existing approaches. The system uses data from aerial images and creates maps step-by-step, tracing out roads one step at a time.
A recent study has pinpointed nearly 80 genes that may contribute to depression, providing new insights into the causes of mental ill-health. The research, published in Nature Communications, analyzed genetic data from over half a million people and found links to synapse function.
A Montreal bike path network expansion has left children without equal access despite increased growth between 1991 and 2016. Researchers warn that targeting cycling infrastructure for children is crucial for understanding the benefits of bicycling once they become adults.
Recommended alcohol limits in many countries may need to be lowered to around 100g/week for men and women, based on data from 600,000 current drinkers. This is associated with a lower risk of cardiovascular diseases, but higher risks of stroke and fatal conditions
The TrueBrainConnect project aims to develop complex models capable of predicting different mental states based on EEG data. The researchers hope to identify early precursors of disease and delineate different types of dementia, leading to improved prognosis for neurological disorders.
A new study by Harvard T.H. Chan School of Public Health found that a Medicare program linked with reduced black-white disparities in hospital readmissions, but minority-serving hospitals continue to disproportionately receive penalties, suggesting more work needs to be done to ensure greater healthcare equity.
A Penn State demographer warns that Hurricane Maria's destruction may have crippled Puerto Rico's ability to gather and analyze accurate data, hindering the island's recovery and response to future emergencies. The lack of proper data collection services and analysis may lead to inadequate allocation of resources, including money and aid.
Researchers at Washington State University analyzed a mobile app used by diabetes patients, identifying 12 key values that inform self-management technologies. These values include accessibility, autonomy, and hope, highlighting the importance of considering patient concerns in technology design.
A study published in the Canadian Journal of Cardiology found a link between Montreal Canadiens victories and an increased risk of heart attacks in men under 55. Winning games produced more heart attacks than losses, with a 40% increase in hospital admissions after home victories.
A new study finds that kidney dysfunction is a contributing factor to severe malaria cases caused by Plasmodium vivax parasites. Elevated creatinine levels were associated with increased disease severity and mortality, while certain immune molecules could predict outcome in patients.
Researchers at Saarland University are developing an AI-based platform to optimize potato production, providing real-time forecasts and insights to farmers and food manufacturers. The system uses data from various sources, including sensors on artificial potatoes, to predict product losses and identify optimal harvesting times.
A study by Penn State found that most people overestimated the time it takes to walk or bike to work, with faculty and staff being the worst offenders. The researchers believe that education and encouragement can help increase self-confidence and improve travel times.
A team of researchers has identified the gene that enables electric fish to generate high-frequency electrical discharges, a phenomenon seen only in Apteronotid fish. This discovery sheds light on the evolution and function of specialized sodium channels in these animals.
A study published in JAMA Network found that deaths due to most infectious diseases decreased in the US over a 34-year period. However, significant variations in mortality rates were observed across different counties, with lower respiratory infections and HIV/AIDS being major contributors to these disparities.
Researchers found that smokers who used e-cigarettes were less likely to quit, but only if they used them regularly. The study suggests that e-cigarettes may not be as useful for quitting smoking as previously thought, and recommends FDA-approved nicotine replacement products instead.
Researchers have developed a stretchable ultrasound patch that can image internal imperfections on curved surfaces without water or gel. The device uses an island-bridge structure and piezoelectric transducers to produce ultrasound waves, enabling real-time imaging and videoing of complex structures.
Analyses of two longitudinal studies in the UK found a link between early childhood behavior, such as aggression and hyperactivity, and later economic and political attitudes. Childhood conduct problems were associated with higher levels of economic/political discontent in adulthood.
A study by the University of Manchester found that relative deprivation increased among young adults aged 30-59 and infants aged 0-4, while the over-60s experienced a decrease. The researchers attribute this to government policies, education funding, and housing costs increasing relative to real wages.
Researchers from CSIC developed a method to measure immigrant integration using Twitter data, analyzing language and location. The study found cities with high integration capacity in London, San Francisco, Tokyo, and Los Angeles, while others like Detroit, Miami, Toronto, and Amsterdam show low integration.
Researchers found that lopsided ear function can lead to asymmetric brain development, causing differences in motor behavior. They used mice with a genetic defect to demonstrate the link between inner ear function and brain asymmetry, which was also observed in humans with normal ear function.
The TerraSentia crop phenotyping robot, developed by the University of Illinois, measures plant traits using various sensors and transmits data in real-time to operators' phones or laptops. This allows for more objective and efficient data collection, enabling better breeding pipeline outcomes.
A new study has identified 22 new genetic risk factors for stroke, providing extensive insight into the biology and pathways leading to the disease. The results demonstrate shared genetic influences with multiple related vascular conditions, including blood pressure and coronary artery disease.
A new study found that antibiotic prescriptions continue to be prescribed at high rates in outpatient settings, contributing to drug-resistant infections and excess healthcare costs. The researchers analyzed data from Express Scripts Holding Co. and found no decline in overall antibiotic prescription rates over a three-year period.
A study analyzing Twitter data from 2006 to 2017 found that false information diffused significantly farther and faster than true news, reaching up to 100,000 people. The top 1% of false-news cascades spread even more widely, with political news being the most virulent.
Research reveals that individuals have different mindsets depending on their consumption goals, affecting how they perceive risk, product uniqueness, and purchase intentions. Marketers can improve sales by aligning selling cues with product types and customer inclinations.
Researchers analyzed data from the US and South Korea to find that family franchisees generate lower sales per employee due to a focus on noneconomic goals. Franchisees with better benefits, such as health insurance, exhibit higher per capita sales figures.
A new study provides some of the strongest evidence yet of speciation reversal, where two distinct lineages of Common Ravens have hybridized and merged into one. The research analyzed genomic data from hundreds of ravens across North America and found extensive intermixing between the California and Holarctic lineages.
A study of six countries found that young men, ethnic minorities, and people living in socioeconomically disadvantaged areas are more likely to experience first-episode psychosis. The study also showed that environmental factors play a crucial role in the variation of incidence rates across urban and rural areas.
Researchers analyzed unique data from high-energy proton collisions to understand the mechanism of hadronization. They found evidence of a quark-gluon plasma exhibiting liquid-like properties, which can help improve our understanding of particle physics and the universe's early moments.
Researchers studied Leishmania species and strains in Iraq's hot border region, finding most cases match an Iranian strain. The study highlights the need for control programs to stop the spread of leishmaniasis, a disease that infects millions worldwide.
Researchers analyzed sediment data to find that mudrock is rare in the first 3 billion-year record of sediments but common after the middle Paleozoic era. The steady increase of mudrock suggests a relationship between its emergence and that of plants.
Researchers have identified a new tardigrade species Macrobiotus shonaicus sp. nov from East Asia, characterized by its solid egg surface and flexible filaments, placing it in the persimilis subgroup within the hufelandi complex. This new discovery increases the number of known tardigrade species from Japan to 168.
Researchers found that bonobo gestures overlap extensively in meaning with those of chimpanzees, sharing up to 33 gesture types. This similarity may indicate an inherited trait or shared ancestral behavior.
Researchers have found that wearable activity data can predict various markers of risk for cardiovascular diseases such as obesity, high blood pressure, and high blood sugar. The study also identified active individuals at increased risk of having enlarged hearts, a condition commonly thought only to affect competitive athletes.
A recent study by Portland State University found that companies with pro-diversity policies experience increased innovation and improved financial performance. The research showed that diverse hiring practices lead to a wider range of talent and expertise, ultimately driving creative solutions and product introductions.
A new study published in Nature Geoscience finds evidence of widespread and relatively immobile water on the Moon. The research suggests that the water may be present primarily as OH, a more reactive relative of H2O, which doesn't stay on its own for long.
A new study found that preschoolers who learned to classify food as healthy or unhealthy were more likely to choose healthier snacks. Using one-dimensional descriptive phrases, such as how often food should be consumed, is developmentally appropriate for preschoolers.
Researchers found that sea urchins sculpt medium-grain sandstone rock 37 times quicker than granite, with excavation rates varying greatly by rock type. The study estimated that on medium-grain sandstone reefs, sea urchins might produce almost 200 tonnes of sediment per hectare per year.
A team of scientists has devised a general experimental scheme to identify and predict which small groups of bacterial species can help plants respond to phosphate starvation. The study demonstrates that the functional complexity of the root microbiome might be simplified by testing only a subset of all possible microbial combinations.
A new data analysis of 51 existing studies in mice reveals that phosphorylated tau (p-tau) is a more likely culprit in Alzheimer's disease than previously thought. The study also found that multiple biochemical actors work together to tear down neurons, and that soluble amyloid-beta has a strong correlation with cognitive decline.
Marit Bjoergen trained for an average of 70 hours per month and 15 hours per week over nearly two decades, with a focus on endurance training. She also tapered her training in the final weeks before major championships, revealing secrets to her success.
LMIC researchers face concerns over national ownership and unequal publishing opportunities when sharing open datasets. To address these issues, increased investment in LMIC data management infrastructure and international policy frameworks are proposed.
A new study found that thirdhand smoke residue remains in casino surfaces six months after a smoking ban, posing health risks to non-smokers. The researchers recommend casinos implement smoking bans sooner to reduce the toxic legacy of tobacco use.
Researchers from North Carolina State University have developed a new technique that can detect potential airborne radiological materials in hours, instead of days. This approach uses existing technologies to provide quality information to first responders, allowing them to make informed decisions about evacuating the area.
A new study from Binghamton University found that advertisers may be getting more clicks by placing ads in lower positions if they prioritize website quality, brand equity, and selling proposition over top spot ad placement. The model helps advertisers quantify expected clicks based on these factors.
A satellite-based earthquake early warning system called G-FAST performed well in a replay of three large earthquakes in Chile, providing accurate magnitude and epicenter estimates. The system's performance suggests it could provide early warnings for Chile's coastal communities.