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 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 Johns Hopkins analysis found that children of low-income parents enrolled in Medicaid had a 29% higher probability of receiving a well-child visit compared to those not enrolled. The relationship was strongest among families with incomes between 100% and 200% of the federal poverty level.
Experiments suggest that farsightedness is negatively associated with risk-taking and positively associated with choosing increased future rewards. Analysis of over 90 million tweets reveals a connection between future thinking and decision-making.
The NASA Goddard Space Flight Center has confirmed that a satellite re-discovered on Jan. 20, 2018, is the Imager for Magnetopause-to-Aurora Global Exploration (IMAGE) satellite. The satellite was launched in 2000 and had been declared mission-ended after repeated failures.
A new study analyzing 160,000 ranked chess players found that women beating expectations when playing against men. The research suggests that stereotype threat has limited impact on women's performance, contradicting previous findings. Women outperformed their male opponents in matches across various rating differences.
Researchers discovered that mitochondria operate at temperatures up to 50°C, contradicting the long-held assumption of 37.5°C. This finding has significant implications for our understanding of cellular processes and energy production.
Researchers from TU Delft have found a way to convert the spin information of electrons into a predictable light signal at room temperature, bringing together spintronics and nanophotonics. This discovery could lead to the development of energy-efficient data processing methods.
A recent study by UCI researchers found that the severity of hottest days has increased faster than global average temperature rise, with cities amplifying heat island effects. The accelerated growth in short-term extreme-heat events has severe human tolls, including lost lives and damage to infrastructure.
A new method developed by NIH researchers uses a novel approach to categorize and visualize career outcomes of postdoctoral fellows, revealing distinct differences between US and international postdocs. The study found that nearly half of NIEHS postdocs went into the academic sector, contrary to common assumptions.
Research suggests that C-sections are associated with a decreased risk of urinary incontinence and pelvic prolapse, but an increased risk of asthma, obesity, and pregnancy complications. The study analyzed data from over 29 million participants and found mixed results on the long-term effects of C-sections.
A new algorithm developed by Stanford researchers can help resettle refugees more effectively, improving their employment success and overall integration. The algorithm analyzes historical data on refugee resettlement and assigns placements that project a 40-70% increase in employment rates compared to actual outcomes.
A new algorithm developed by Stanford University's Immigration Policy Lab can optimize refugee resettlement, leading to improved employment and integration rates. The algorithm takes into account individual characteristics and local conditions to match refugees with the most suitable locations.
The MDI Biological Laboratory has developed a new mobile phone app to help community organizations track and analyze crowd-sourced environmental data. The app, based on the Anecdata.org portal, allows citizen scientists to log data in the field and make it quick and easy to receive notifications and share observations.
A team of researchers has estimated the number of protein molecules in a simple cell for the first time, revealing around 42 million molecules. The study's findings provide insights into how cells control protein abundance and may help reveal molecular roots of disease.
A study of over half a million men and women found that starting periods before age 12 increases the risk of cardiovascular disease and stroke. Women who experienced early menopause, pregnancy complications, or hysterectomy were also at higher risk.
Researchers found that rising CO2 levels in freshwater systems can inhibit defence mechanisms of key species like daphnia, which rely on their sense of smell. This could have far-reaching consequences for entire ecosystems, highlighting the need for further studies.
A recent study found that at least 61% of people who try their first cigarette become daily smokers, suggesting the need to prioritize efforts to reduce cigarette experimentation among adolescents. The study analyzed data from over 215,000 survey respondents and published in the journal Nicotine & Tobacco Research.
The first human settlers on the Scandinavian peninsula followed two distinct migration routes, resulting in a genetically diverse population. Genetic variants linked to physical performance and reduced skin pigmentation were found, indicating adaptation to cold environments.
A new study demonstrates how climate change can drive the collapse of marine food webs by altering trophic flows and promoting cyanobacterial proliferation. This can lead to reduced food availability for top predators, negatively impacting marine species diversity and fisheries productivity.
Two doctoral students at the University of Kansas have demonstrated methods to improve the capture of sunlight in experiments at the Center for Design Research. By analyzing data from a year-long study on rooftop materials, they found that panels installed over green roofs performed best, generating an average of 1.4% more energy compa...
A new study published in Physics Today found that traditional introductory physics laboratory courses fail to enhance student learning due to lack of active engagement. Researchers designed innovative lab alternatives that encourage iterative experimentation and critical thinking.
A new study shows that female professors experience more demands and requests for special favors from students, particularly those with high academic entitlement. These requests can be emotionally taxing and affect career advancement opportunities.
Researchers discovered a new protein, CTL1, essential for ion homeostasis in plants. It regulates vesicle trafficking and affects plant growth and development by controlling auxin transporters.
Researchers have identified 22 high-risk districts in Uganda where cholera outbreaks are more likely due to proximity to international borders and bodies of water. These districts are recommended for strengthened collaboration with neighboring countries to control the spread of cholera.
Researchers identified a cluster of genes associated with antidepressant response in a mouse model, which were validated in human patients. The study suggests that molecular signatures can predict individual responses to treatment, potentially improving the quality of care for depressed patients.
A meta-analysis published in Mayo Clinic Proceedings shows that the FeNO test has moderate accuracy for diagnosing asthma, particularly in patients aged 5 and older. The test's sensitivity and specificity vary depending on the cutoff value used.
Researchers from UC3M and CSIC have developed a system to analyze electromagnetic emissions from smartphones for security vulnerabilities. The study focuses on lateral movement attacks, where attackers try to exploit the energy emitted by devices to breach encryption.
Researchers found that increasing distance between bacterial membranes can block protective response, making them vulnerable to antibiotics. This new insight could lead to novel treatments and make currently available antibiotics more effective.
Researchers find a sudden discontinuity in the flow behaviour of rhyolitic magmas, guiding whether a volcano erupts effusively or explosively. Variabilities at the nanoscale can dramatically increase the explosive potential of volcanoes.
Researchers from GEOMAR and Universidad de Chile found that the 2016 earthquake released accumulated energy from a previous quake in 1960, with a slip of over 4.5 meters. This study suggests reevaluating seismic cycles for risk assessment and construction recommendations
Researchers identified specific bacterial species in honey bee guts that break down flavonoids and trigger hormone production, impacting colony health. The study's findings could inform strategies to boost bee health and resilience.
A recent study published in The BMJ found that pride levels are inversely associated with the risk of falling in older adults. High levels of pride were linked to a 19% lower odds of reported falls. The researchers analyzed data from over 6,400 adults aged 60 and older, suggesting that pride may be a protective factor against falling.
Motorcyclists are advised to ride with extra care during a full moon due to an increased risk of fatal crashes, according to a new study. The research found that for every two full moon nights, there was one additional fatal crash.
A study published in The BMJ found that fatal motorcycle accidents increased by 5% on nights with a full moon and 32% under a supermoon, highlighting the importance of safe driving and reducing distractions. The researchers analyzed data from the United States, UK, Canada, and Australia to reach their conclusions.
Researchers found that the circadian clock regulates cell division and can act as a tumour suppressor. Disrupted clocks may contribute to cancer development. New findings suggest using chronotherapy to reset the biological clock for optimal therapeutic effects.
Scientists have developed a machine learning approach to identify distinct dolphin click patterns in large datasets. The algorithm, presented in PLOS Computational Biology, can distinguish between species in the wild and potentially aid remote monitoring of wild dolphins.
Researchers have devised a method to scan walls without prior knowledge of their material composition, exploiting symmetry for effective resolution. This approach enables inexpensive devices to locate conduits, pipes, and wires in construction, with potential applications in security and industry.
The SEA-PHAGES program has been shown to significantly impact students' attitudes towards science, leading to increased persistence and confidence among underrepresented groups. By providing authentic research experiences, the program has been found to be more effective in developing key traits that influence students' intent to persis...
A study by Lancaster University found that the UK public smoking ban had a statistically significant positive impact on the well-being of married individuals, especially married women with dependent children. The researchers also discovered increases in happiness among men who quit smoking and those who never smoked.
A team from Peking University successfully experimentally demonstrated a 70Gb/s optical link using an 18GHz band-limited VCSEL and multimode fibers. This achievement showcases the potential for realizing high-speed data transmission in data centers using low-cost and band-limited devices. The study's results have important scientific s...
Researchers developed a system that allows citizens to monitor water temperatures and noise levels in real-time, generating live music from the marine world. The Sonic Kayak project demonstrates potential for transdisciplinary research, merging biosciences, remote sensing, sound art, coding, and sports.
A recent study published in Psychological Science found that employees whose personality traits closely match their job requirements tend to earn more than those who don't. The researchers used response surface analysis to create a model that identified the relationship between personality traits, job demands, and income.
A review of 13 studies on war's impact on pregnancy found that mums-to-be in conflict areas are at higher risk of giving birth to underweight babies. However, the evidence for other complications like miscarriage and premature birth is less clear.
A study found that allowing unethical customers to open multiple accounts benefits both the retailer and ethical customers, increasing purchasing power and engagement.
Researchers identified 100 undisturbed reefs with potential to provide coral larvae to damaged areas, promoting regional recovery. Effective local protection is crucial to support this ecosystem's resilience.
Researchers have developed a new method to study thermal transfer, enabling more efficient numerical simulations and revealing deeper mechanisms of heat flow. This breakthrough opens up important research possibilities and potential applications in various fields.
New study reveals that five babies per 1,000 born in England may have sustained brain injury at or soon after birth, leading to serious conditions like cerebral palsy and blindness. The research, using routine NHS data, aims to better understand how to prevent brain injuries in preterm and full-term babies.
Postmenopausal hormone therapy is not linked to increased risk of stroke if initiated within five years of menopausal onset. However, there may be an increased risk for haemorrhagic stroke with certain therapies containing conjugated equine oestrogens.
A team of Japanese researchers from Kyoto University used gamma-ray detectors to study the effects of lightning on atmospheric elements. They found that lightning emits positrons, a form of antimatter equivalent to electrons, through interactions with nitrogen and other elements in the atmosphere.
Researchers found that a sugar industry trade group halted animal research linking sucrose to disease in the 1960s due to adverse findings on cardiovascular health and bladder cancer. The Sugar Research Foundation secretly funded a review article downplaying these links.
Shared decision making among adult Americans increased from 4.4 to 5 between 2002 and 2014. Disparities exist by race/ethnicity and insurance status, but same-race clinician responses improve perceptions.
Experts recommend restrictive blood transfusion practices for stable patients with hemoglobin levels of 7 g/dL or higher, reducing mortality and blood clot risks. The study found significant reductions in blood use by 40-65% in largest randomized trials.
A new study found that a small set of vulnerable patches in power grid networks disproportionately cause costly cascading failures. The study analyzed data from the U.S.-Canadian power grid system and developed a model of network connectedness, revealing that only 10.8% of links ever underwent primary failure.
Scientists at the University of Sussex have disproved the existence of a specific type of axion, an important candidate for 'dark matter', across a wide range of its possible masses. The study limits the characteristics that these particles could have, sending physicists back to the drawing board in their hunt for dark matter.
Scientists from CNRS and ENS de Lyon discover the world's longest sauropod dinosaur trackway, spanning over 155 meters, in the French village of Plagne. The trackway is estimated to be 150 million years old and belonged to a dinosaur at least 35m long and weighing 35t.
A new study from Cedars-Sinai Medical Center found that the risk of sudden cardiac arrest during or after sex is exceedingly small. The study analyzed over 4,500 cases and found that only 34 cases occurred during or within an hour of engaging in sex, with nearly 20% of these patients surviving.
Researchers found a decreased risk of heart failure by 7 percent and stroke by 8 percent with every additional cup of coffee consumed per week compared to non-coffee drinkers. Machine learning analysis also identified red-meat consumption as a potential risk factor, although the association was less clear.
Scientists from NIH and University of Chicago developed a new microscope that produces high-resolution images at high speed, improving efficiency and resolution. The use of mirrored coverslips allows for the capture of reflected images, removing unwanted background and increasing light collection.
Measuring hsCRP levels after canakinumab treatment identifies individuals likely to see greatest improvements from continued therapy. Patients with lower hsCRP levels after a single dose experience significant reductions in cardiovascular and all-cause mortality.
New observations reveal previously undetected regions where shocks accelerated subatomic particles, causing radio emission. Astronomers believe a North-South and East-West collision occurred, with possible third collision still to be analyzed.