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.
The study found that excessive drinking among college students poses significant harm, with over 500,000 unintentional injuries and 600,000 assaults reported in 2001. The researchers propose strategies to reduce college drinking and associated harm, including increased enforcement of underage drinking laws and screening programs.
A recent study has shed new light on the production of green paint used in old master paintings. Researchers found that the paint was created by mixing finely-powdered verdigris with a cold oil or vanish, rather than dissolving the pigment in warm varnish to produce copper resinate.
The LCG project has united scientific organizations worldwide to create a massive computing infrastructure, enabling record-breaking data transfer and processing. The Grid will continue to grow rapidly over the next two years to meet the ambitious computing needs of the LHC.
Dr. Hausen receives the IADR Distinguished Scientist Award for his pioneering work in Community Dentistry and caries risk assessment prevention. His research has inspired junior faculty members and influenced public oral health policies in Finland and beyond.
Researchers found that when a gene is working at full capacity, it uses up most of the raw materials needed to produce proteins, leaving little for substitute genes. These substitutes only come into play when the original gene is damaged or deleted, and are activated by transcription factors.
Researchers found that African-American patients receive lower rates of cardiac catheterization for heart attacks compared to white patients, despite disparities narrowing over time. The study highlights the need for improved patient education and dialogue with medical teams to address racial disparities in healthcare.
Researchers found that small sections of the ocean floor may be rotating like imperfectly meshing cogs, contradicting previous expectations. The discovery provides new insights into the evolution of complex plate boundaries and has significant implications for our understanding of plate tectonics.
A team of researchers designed a protective structure to reduce tractor rollover accidents, resulting in improved agricultural worker safety. The 'Estrema' programme calculates necessary structures for various types of tractors, with enhanced models approved for use in the agricultural sector.
Scientists have detected over 50 gamma-ray flashes per day, with energies comparable to those emitted by black holes and neutron stars. The exact mechanism behind these bursts remains uncertain, but researchers suspect it involves lightning discharges and electric fields in the upper atmosphere.
Researchers found that men and women who drank moderately but frequently had the lowest BMI scores, while infrequent heavy drinkers had the highest BMIs. The study suggests that drinking frequency and quantity can be important risk factors for obesity.
A large-scale study of 39,462 members found that electronic medical records can reduce hospitalizations by 19% and annual paid claims by $817. The CareEngine system improved patient outcomes while reducing costs, highlighting the potential of clinical decision support tools.
According to research, the average toll of US road deaths is highest on July 4th, with alcohol involvement increasing on this day compared to other days. The analysis also found that New Year's Day and Saturdays are associated with higher numbers of fatalities, highlighting the importance of vigilance during peak hours.
A recent study published in JAMA found that higher folate intake is associated with a decreased risk of hypertension in women. Younger and older women who consumed at least 1,000 micrograms of total folate daily had a lower risk of developing hypertension.
The NIST/EPA study found frequent instances of underventilation and overventilation in US buildings, leading to poor air quality and occupant discomfort. Regular maintenance checks are urged to address these issues.
Researchers analyzed death certificate data from Ohio between 1989-2000 and found no significant dip or peak in cancer deaths around Christmas, Thanksgiving, or birthdays. Women dying of cancer were more likely to die during the week before their birthday compared to men.
Researchers at Boston University analyzed heartbeat data from five healthy volunteers to understand the impact of circadian cycles on cardiac rhythms. The study found that the internal body clock influences cardiac fluctuations, with values showing a strong correlation when considering the entire 28-hour cycle.
Researchers have developed DNA scaffolding that allows for the creation of high-performance nanoelectronic circuits with unprecedented precision. The technology uses synthetic DNA tiles to assemble devices closely, enabling short interconnects and high performance.
Researchers at NIST developed a software tool that analyzes X-ray data to identify rare contaminant particles, such as chromium and copper, in ultrapure metals and nanoscale semiconductor fabrication. The tool improves the analysis of X-ray data from scanning electron microscopes and has been included in commercial products.
Researchers found that dermal exposure accounts for a substantial portion of total exposure among pesticide workers, with some workers absorbing more pesticide through the skin than inhaled. The study's results underscore the need for improved methods to assess worker exposure and protect health.
A recent study found that nearly 14% of seniors change physicians in a single year, with most doing so involuntarily. Maintaining continuity of care with a primary care physician is associated with better health outcomes at lower costs.
Researchers developed a mouse model that replicates human adult onset alopecia areata, shedding light on the disease's complicated genetic basis involving multiple genes. The study provides insights into treating AA and other complex polygenic diseases.
Researchers found that ICDs reduced heart-related deaths by 60% and overall mortality by 48%. However, patients with diabetes, kidney failure, or uncontrolled high blood pressure were more likely to die within a year of ICD implantation.
A study by University of Illinois Chicago researchers found that nearly 60% of American adults have elevated blood pressure, with prevalence increasing among older adults, those with lower education levels and obesity. Awareness and management of hypertension remain low, particularly among Mexican-Americans.
PathPort is a life sciences interoperability framework providing access to biological characterizations of known pathogens and their near relatives. The project aims to aid in detection, identification, and analysis of high-priority pathogens using its analytical tools and data models.
Schumm's study analyzed the impact of Iraq's payments to Palestinian families fighting Israelis on suicide bombings. He found a significant reduction in fatalities after the invasion, with potential prevention of up to 1,100 casualties. Improved antiterrorism intelligence within Israeli security forces may also have played a role.
Researchers found that viewers of crime dramas, such as NYPD Blue, were more likely to view crime as a top issue and influenced their overall opinions about the president. Weekly viewers of these programs were nearly twice as likely to report crime as the most important problem facing the nation.
A large case-control analysis found that use of beta-blockers, alone or combined with thiazide diuretics, is associated with a significantly decreased fracture risk. Long-term users showed a 29% lower risk of fractures, particularly in men, while women exhibited a weaker association.
A large-scale study found that aprotinin therapy significantly reduced the need for blood transfusions during CABG surgery and decreased stroke risk. The study also showed no increased risk of adverse events, including mortality, myocardial infarction, or renal failure.
A recent study analyzed skeletal data from thousands of skeletons in northern Europe and found that average height declined slightly during the 12th-16th centuries and hit an all-time low during the 17th-18th centuries. The study suggests climate change, urbanization, and inequality as contributing factors to this decline.
The article reports a record number of active medical residents (99,964) in the 2003-2004 academic year, with a notable increase in female graduates. Several specialties experienced a decline in male graduates, while others saw an increase in female graduates, reflecting a trend towards a more specialized and diverse medical workforce.
A 117-year coastal temperature record at Woods Hole, Massachusetts, shows sustained warming since the 1960s. The data reveals a significant increase in water temperatures during the past few decades, with averages rising by up to 1.2?C over the annual cycle.
Researchers analyze daily temperature ranges to explain global warming trends. A new seismic model reveals the cause of New Zealand's volcanism by tracking magma movement. Small robotic aircraft can now patrol the ocean, providing high-resolution oceanographic observations.
The Global Technology Confidence Index (GTCI) report shows business confidence soaring for North America, but remaining flat for the world at large. Confidence in emerging technologies and products improves future company performance, with executives anticipating increasing technologists employed over the next year.
Arizona State University's contribution to the Autonomous Sciencecraft Experiment allows spacecraft to detect changes in ice on Earth, such as freeze-thaw cycles and polar sea ice formation. This enables the spacecraft to respond quickly to important science events and send processed data back to Earth.
A recent study analyzed data from the Behavioral Risk Factor Surveillance System and found that millions of US women who have undergone a hysterectomy are being screened for cervical cancer unnecessarily. The study suggests that factors contributing to continued screenings include lack of awareness, physician enthusiasm for screening, ...
A recent study found that calcium supplementation can slightly decrease the risk of all types of colorectal polyps, with a greater effect on advanced lesions. Additionally, a diet high in fiber and low in fat may enhance this preventive effect.
Researchers found that approximately 50% of gemcitabine dose was converted to an active form, while the remaining 50% remained inactive. This discovery highlights the need for alternative treatment schedules for cancer patients undergoing gemcitabine infusions.
A Duke University study found that former smokers who quit for 15 years or more have no significant difference in healthy life remaining compared to non-smokers. Heavy smoking reduces years of healthy life by approximately two years for men and 1.66 years for women, highlighting the importance of quitting now.
The study found a significant increase in male breast cancer incidence over 25 years, with men being diagnosed at an older age than women. Larger tumor size and axillary lymph node disease were associated with shortened survival, while hormone receptor status and tumor grade did not have independent prognostic effects.
A team of researchers classifies the Park Forest meteorite as an L5 chondrite, a type of stony meteorite. The meteorite showed signs of being highly shocked due to its origin from a large asteroid collision.
Scientists have determined for the first time how drought conditions can be quantified over large forest areas in the Amazon rainforest from space. Using a combination of ground-based and space-based tools, they found that satellite imaging can measure the physiology of the rainforest canopy with high accuracy.
University of Michigan's approach to teaching ethics in chemistry research involves providing students with critical thinking skills to handle sticky situations. By focusing on analyzing options and principles, students become more conscious of their actions and are better equipped to make informed decisions.
A study analyzing SPORTIF III and V trials found that ximelagatran is at least as effective as warfarin in preventing strokes and systemic embolic events in men and women with atrial fibrillation. The analysis also showed lower bleeding rates for ximelagatran, particularly among women.
Community invasibility is influenced by resident species composition and community cover. The relationship between richness and invasion dynamics reveals a more complex process than previously thought.
Elves automates X-ray crystallography process, decreasing time to 19 minutes from days or weeks, increasing efficiency of beamlines. The software uses X-ray diffraction data to produce a 3-D layout of proteins, crucial for understanding their function and designing drugs.
The HapMap project aims to create a catalog of common genetic patterns, or haplotypes, which will simplify and accelerate efforts to identify genes associated with chronic diseases. By analyzing DNA samples from over 270 individuals from four countries, the project hopes to provide insights into human genetics.
A survey of 743 physicians found that parents' refusal of vaccines is becoming a growing concern, with many citing fears about short-term reactions and long-term complications. Pediatricians are more likely than family physicians to provide additional information and discuss concerns with parents.
The Jakobshavn Glacier, one of Greenland's major drainage outlets, has been found to be accelerating and retreating rapidly. Glacial scientists have discovered that the glacier is now flowing at speeds of up to 9 kilometers per year, with ice thinning rates reaching an alarming 12 meters per year.
Researchers found that individuals with favorable views of their community were more likely to meet weekly physical activity recommendations. Younger participants, especially those living within $10,000-$20,000 and above $35,000 annually, exhibited higher exercise adherence rates.
A study found that regionalizing certain surgical procedures would not significantly increase travel time for patients, with most needing less than 30-minute additional trips. The study suggested implementing volume standards without imposing unreasonable burdens on rural area residents.
A study found that suicidal minority teens often lack adult support, with 15% considering suicide in the past year and 11% attempting it. Latino girls and LGBTQ+ teens are disproportionately affected, highlighting the need for targeted interventions.
A global study found that caloric sweetener use increased worldwide, driven by soft drink consumption. The study analyzed data from 103 countries and showed a significant rise in added sugar intake between 1962 and 2000, primarily attributed to soft drinks and fruit drinks.
A $1.9 million grant will study the impact of personal data flow on society, exploring how individuals and organizations collect, share, and use personal information across borders. The project aims to generate informed debate and positive change in global policies around handling personal data.
The USGS has discovered a vast area of green mineral olivine on Mars, suggesting that the planet's surface has been dry and free from recent water activity. This finding is significant as it implies that the Martian surface has not experienced significant chemical weathering due to liquid water.
Researchers at Washington University in St. Louis found that previous year's drought is the main driver of high mosquito populations in wetlands. This discovery has implications for predicting and controlling diseases like West Nile virus and malaria, which are spread by mosquitoes.
The University of California - San Diego has received a $1.8 million grant from the NSF to develop an experimental grid infrastructure, known as FWGrid. The project will enable innovative next-generation systems and applications with high-speed wireless, wired, computing, and data capabilities.
A recent study found that older women who live in neighborhoods with good walkability are up to 100% more physically active. Women who live near parks, trails, or shops have higher levels of activity than those whose homes are not within walking distance.
Researchers analyzed health data from over 200,000 people, finding that compact counties were associated with increased leisure time walking and lower weights. The study suggests that urban design can impact physical activity levels and overall health.
A new study by O.R. researchers finds Scandinavian countries exhibit shorter 'time-to-takeoff' for new products, while large European economies lag behind. The authors recommend a 'waterfall strategy' to introduce new products in select countries.
The NIMH has awarded $22.6 million to a new Center for Collaborative Research on Mental Disorders, aiming to advance understanding of genetic origins of mental health conditions such as autism and schizophrenia. The center will facilitate data sharing and analysis to accelerate gene discovery and develop novel therapeutic targets.