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 by ANU scientists found widespread p-hacking, a type of publication bias where researchers manipulate data to get desired results. This can lead to exaggerated conclusions and misleading information, especially when combining results from multiple studies.
A study found that noninferiority trials often lack clear justification for chosen margins, leading to concerns about their validity. The authors highlight the need for improved registration and reporting standards within publicly accessible trial registries.
A new study published in Sexual Medicine found that men who watch more pornography are more aroused when viewing erotic stimuli. The researchers analyzed data from 280 male volunteers and concluded that there is no relationship between porn consumption and erectile dysfunction.
A review of clinical trial data found no effect on systolic and diastolic blood pressure due to vitamin D supplementation. The analysis included 46 trials with over 4,500 participants, concluding that vitamin D or its analogues should not be used as an individual patient treatment for hypertension.
The American Geosciences Institute has selected Emma Reed and Annette Patton as the latest recipients of the $5,000 Harriet Evelyn Wallace Scholarship. Both Master's candidates are using their research to investigate climate variability and environmental stressors in geoscience.
Depressed individuals perceive time as moving slowly, yet they accurately assess specific intervals like two seconds or minutes. A meta-analysis of 16 studies involving 433 depressed subjects and 485 non-depressed controls confirms this finding.
The Research Data Alliance, CODATA, and WDS form a partnership to improve research data sharing and reuse. The alliance aims to provide safe stewardship and ready access to data through open and ethical sharing practices.
The study introduces a new developed CSELF technique and experimental examples, which can observe not only crustal resistivity but also electromagnetic fields. The technique is found effective for data analysis, e.g., EM spectra and apparent resistivities, using software such as the 'wavelet maxima' method.
A £10 billion pay-for-performance incentive scheme for GPs had no effect on reducing premature deaths in England, according to a study published in the British Medical Journal. The researchers analyzed data from 2007 to 2012 and found that GP performance indicators did not correlate with lower mortality rates.
A new analysis provides insights into penile size measurements across all ages and races. The findings reveal that the average flaccid penis length is 9.16 cm and the average erect penis length is 13.12 cm, with a small correlation between erect length and height.
A University of Otago research team analyzed satellite data from 1980-2012 to show that the timing of leaf activity has changed globally. This change in leaf phenology may lead to higher extinction risks for species that depend on this cycle, as well as impacts on ecosystem stability and functioning.
Researchers found that 'mute' cicadas produce sound by banging their forewing costa against the operculum, a newfound mechanism. This discovery expands our understanding of acoustic signaling in cicadas without tymbal organs.
A retrospective analysis of 87,500 men treated for prostate cancer found a notable increase in intermediate- and high-risk cases between 2011 and 2013. This trend could lead to 1,400 additional prostate cancer deaths per year if confirmed through further research.
A recent study using a new statistical methodology found that the patient mortality rates of new and experienced surgeons are similar. However, researchers emphasize that further studies are necessary to confirm these findings and account for other factors, such as changes in surgical training practices and patient demographics.
A recent study using NASA's Aqua satellite data shows that temperatures in the western third of the US have been warmer than normal over the past two months. The 'Ridiculously Resilient Ridge' pattern of the polar jet stream has led to this anomaly, with surface temperatures ranging from 62.3F to 80.3F.
A study of 945 patients with intermediate-risk prostate cancer found nearly four-fold higher mortality risk within 15 years compared to low-risk patients. The analysis suggests that active surveillance may not be suitable for all intermediate-risk patients, emphasizing the need for personalized treatment approaches.
Researchers found that neighboring birds sang at significantly different rates than non-neighboring birds, according to a study published in PLOS ONE. Great tits use their songs to signal territory boundaries, and the study suggests that neighborhood structure may shape variation in territorial birdsong.
In a study published in PLOS ONE, researchers found that ants in white plaster nests filled specific corner areas with feces of the same color as their fed food, indicating potential 'toilets'. The ants also preferentially placed these toilets in corners, highlighting a unique aspect of ant sanitation.
A new analysis of cases conducted in Northwell Health found that a surgical procedure may be more successful in preventing death than current drug therapies. The study revealed a mortality rate of 4.2% for patients who underwent surgery, compared to higher rates for those who did not.
A new study reveals a significant decline in the use of available donor hearts for transplantation in the US, with a decline from 44% to 32% between 1995 and 2010. The study suggests that increased scrutiny by government agencies may be contributing to this trend.
Marriott International partners with UTSA to improve its energy efficiency, leveraging Bing Dong's proprietary tool for real-time occupant behavior analysis and data-driven energy-saving recommendations. The partnership aims to reduce the company's global energy footprint by 20% by 2020.
Researchers from UC Davis examine how plants adapt to diverse environments, shedding light on the tomato genome's response to stress and its potential applications in crop improvement. They also uncover previously unknown information about the wild and cultivated tomato genomes.
Research from the University of Minnesota found a significant connection between Craigslist's personals section and a 16 percent increase in reported HIV cases. The study suggests that online platforms can facilitate new social routes of HIV transmission, emphasizing the need for targeted efforts to reduce disease spread.
A new software pipeline called Churchill can analyze human genomes in as little as 90 minutes, compared to weeks or years with existing technologies. This breakthrough enables rapid diagnosis of genetic diseases and scalable genomic analysis for population studies.
Research by University of Illinois economist Ben Crost found that aid to villages in the Philippines increased violence. The villages that qualified for aid saw a significant increase in violence, while those that didn't participate experienced less violence. This suggests that aid can inadvertently make communities vulnerable to attacks.
A Baylor University study reveals that more than a third of American clergy members are obese, with stress, longer hours, and being underpaid contributing factors. Clergy who take breaks, participate in support groups, or take sabbaticals tend to lower their obesity risk.
Only 2.2% of American physicians have DEA waivers for prescribing buprenorphine-naloxone, a treatment for opioid use disorder, with most practicing in urban counties. This scarcity limits treatment options in rural areas, leaving over 30 million persons without access to this life-saving medication.
A new study reveals that computers can make accurate judgments about personalities better than most people, using digital signals like Facebook Likes. The researchers analyzed data from over 86,000 volunteers and found that computers could predict personality traits with greater accuracy than human judges, except for spouses.
Citizen scientists on DiskDetective.org have classified 1 million potential debris disks and YSOs, helping astronomers identify promising targets for future studies. The project has already identified 478 objects of interest, with many more to be investigated using ground-based telescopes.
Physicists have found evidence that neutrinos can interact with nuclei without causing damage, producing a 'glancing blow' instead. This reaction creates a new particle from the vacuum, defying expectations and challenging theoretical calculations.
Research reveals that half of US teen driver fatalities involve vehicles 11+ years old and lacking standard safety features. Parents are advised to prioritize safety over cost when purchasing a car for their teenager.
A recent poll in Russia found that President Vladimir Putin enjoys an 81% approval rating, despite economic concerns being a top priority for the public. Two-thirds of respondents support efforts to aid Ukrainians seeking separation from the Kiev government.
Scientists successfully reversed magnetization direction in a multiferroic device using an electric field, overcoming thermodynamic barriers. The two-step switching process relies on ferroelectric polarization and oxygen octahedral rotation.
Researchers analyzed 6,629 runway reviews to identify a network of influence among major designers, tracing style trends through the industry. The technology may help consumers create wardrobes within budget and predict future fashion trends.
A five-year study will assess the plan's impact on healthcare utilization, health outcomes, and enrollment patterns. U-M researchers will analyze encrypted data files to protect participant privacy while gathering valuable insights.
A new study from the University of Waterloo reveals that longer commutes are related to lower life satisfaction and increased stress levels. Comuters with time for physical activity had higher life satisfaction.
A large-scale national study found that longer surgical procedures significantly increase the risk of life-threatening blood clots. The study analyzed over 1.4 million patients and found a 18-26% increase in clot risk with each additional hour of surgery.
A study of over 1.4 million patients found that longer surgical procedures are associated with a higher risk of developing blood clots, including deep vein thrombosis and pulmonary embolism. The study also identified three common procedures as risk factors for blood clots.
Researchers found that killing wolves increases livestock depredations, with a 4% increase in sheep deaths and 5-6% in cattle deaths after one wolf is killed. The trend continues until 25% of the wolves are killed, leading to unsustainable livestock losses.
Researchers studied interdependent and interconnected networks, finding that a failure in one network can lead to complete fragmentation of the system. The study highlights the importance of considering spatial constraints and potential cascading failures in complex systems.
A Mediterranean diet high in fruits, vegetables, nuts, and olive oil has been associated with longer telomeres, a biomarker of slower aging. The study found that adherence to the diet was significantly linked to longer telomeres, corresponding to 1.5 years of telomere ageing.
The iPlant Collaborative will manage Jetstream, a new all-science cyber-computing platform, providing a scalable and flexible interface for researchers in various disciplines. The platform enables easy use of cloud resources for large-scale and integrated data processing in science and engineering research.
Research reveals that annual plant growth in drylands is severely affected by droughts, but the ability to recover varies depending on the type of ecosystem and grazing regime. The study found that perennial plants dominate areas with higher drought resistance and lower recovery potential.
Research suggests that Peruvian coastal waters provide suitable habitat for endangered South Pacific green turtles, with healthy populations found in two sites off the southern and northern coasts. The study highlights the importance of conservation measures to protect these vulnerable species from pollution, bycatch, and illegal catch.
A study analyzing Twitter data from over 700,000 tweets found that New Yorkers resumed normal mobility less than 24 hours after Hurricane Sandy. The researchers observed similar geographical and statistical distributions of locations before and after the hurricane, suggesting resilience in human movement during the disaster.
The AP-NORC Center for Public Affairs Research has released a new analysis of Hispanics' experiences with long-term care in the US. Key findings include that Hispanics are more likely to foresee needing long-term care, but report feeling less prepared and concerned about costs. The study also highlights the importance of financial plan...
A new study demonstrates a significant association between atrial fibrillation (AFib) and lower cognitive function, particularly executive and verbal skills. The study, which used iRhythm Technologies' ZIO Patch to track AFib burden, found that participants with high AFib burden had lower scores in cognitive tests.
A study by Indiana University found that setting specific family rules about healthy eating and sedentary behavior leads to healthier practices in children. Children from households with set guidelines were more likely to eat fruits and vegetables, limit screen time, and make healthier choices overall.
A new study by Johns Hopkins Bloomberg School of Public Health researchers suggests that people who cook meals at home tend to eat healthier and consume fewer calories. Those who frequently cook at home also tend to rely less on frozen foods and fast food, even when eating out.
Claudio Silva, a NYU professor, won the IEEE Visualization Technical Achievement Award for his seminal contributions to data visualization and analysis. His work on VisTrails, an open-source data-exploration system, has significantly influenced researchers across various domains.
Research on giant otters reveals a wide range of unique vocalizations used for communication. With 22 adult vocalization types and 11 neonate vocalization types, the study suggests an intricate relationship between vocalizations and social behavior.
Most organizations prioritize analytics maturity, but few have a plan to assess their analytics best practices. INFORMS' survey reveals that only 18% of respondents have an analytics maturity model in place, with many citing lack of resources or affordability as barriers.
A team from the Broad Institute, UC Berkeley, and UC Santa Cruz was awarded a NCI Cancer Genomics Cloud Pilot contract to build a system enabling large-scale analysis of The Cancer Genome Atlas (TCGA) datasets. The project aims to democratize access to computational tools and facilitate collaboration across the cancer genomics community.
A global budget program has improved the quality of patient care and lowered costs over four years through a plan that uses alternative payment models. The study found significant reductions in healthcare spending and improvements in measures of quality, including better diabetes management and blood pressure control.
A new species of leopard frog, Rana kauffeldi, has been identified in the New York City metropolitan area through a combination of acoustic and genetic data. The species is found in open-canopied wetlands with upland patches and its range extends from central Connecticut to northeastern North Carolina.
A recent University of Delaware study has found that Adélie penguin chick weights are most closely linked to local weather conditions, including high winds and precipitation. The researchers discovered a significant impact on chick weight variations over time, with even small changes in weather causing notable differences in chick mass.
A nationwide study found that US doctors spend an average of 8.7 hours per week on administration, including tasks such as billing and insurance approvals. The study also revealed that physicians in Canada spend less time on administrative work due to their single-payer system.
A study by Worcester Polytechnic Institute found that paralyzed patients lose mechanical strength in their leg bones faster than expected, putting them at greater risk for fractures from minor stresses. Early therapies are crucial to maintain bone mass and strength.
Researchers documented the care and release of over 840 and 480 hand-reared penguin chicks, with 91% and 73% released into the wild. Post-release survival rates were similar to naturally-reared birds, supporting the use of hand-rearing as a conservation tool.
A recent study found that a higher overall diet quality was associated with a lower risk of mortality among ovarian cancer survivors. The composite effect of healthy dietary choices on survival suggests that individual components may not be as crucial as previously thought.