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 study analyzed per capita municipal expenditures and their correlation with population changes in small and medium-sized cities in Japan. The results revealed that prioritizing child welfare expenditures is a key strategy to sustain populations, while city planning expenditures on street maintenance and construction were also effective.
A new study reveals that China's sell-by-plan mandate, aimed at preventing insider trading, has failed to stop executives from profiting from private information. Executives have found a way to plan their sales far in advance, allowing them to cash out before bad news breaks, undermining market fairness and eroding investor trust.
A team of researchers at POSTECH has identified a hidden mechanism in Electrochemical Random-Access Memory (ECRAM) technology, enabling faster and more efficient AI computations. This breakthrough could lead to significant improvements in data processing and reduced energy consumption.
Researchers develop a new approach to automatically guide large language models (LLMs) towards generating accurate, properly structured outputs for various programming languages and formats. This probabilistic approach boosts computational efficiency, enabling small LLMs to outperform larger models in generating accurate code.
Research from Rutgers Health finds that children exposed to paternal depression at kindergarten entry are more likely to have behavioral difficulties and poor social skills at age 9. Fathers' mental health is crucial in supporting their children's development, and early intervention can help improve well-being for both parents and kids.
Researchers analyzed driving behavior data from Chinese electric vehicle drivers and found that rapid acceleration significantly impacts energy efficiency. The study provides actionable guidance for EV owners to improve their eco-driving behaviors and offers insights into developing personalized feedback systems.
Researchers developed a new framework, PAC Privacy, to maintain AI model accuracy and ensure sensitive data remains safe from attackers. The new variant of PAC Privacy estimates anisotropic noise, reducing computational cost and boosting accuracy.
Researchers developed a novel approach to visualize and analyze driving behaviors in electric vehicles, revealing the impact of driving patterns on energy consumption. Key findings show that rapid acceleration is a primary cause of excessive energy consumption, which can be mitigated by adopting eco-driving behaviors.
A recent study published in Nature reveals a causal connection between the shingles vaccine and reduced risk of dementia. The analysis of data from a regression discontinuity design found a 20% reduction in dementia diagnosis risk among vaccinated individuals born on or after September 2, 1933.
A study by Associate Professor Mitsuko Tanaka found that a good group work environment significantly increases motivation among English language learners, regardless of individual factors. The research suggests that educators should prioritize environmental preparation for successful project-based learning outcomes.
Researchers will use sensors and software to predict AM part lifespan, enabling cost savings and extending part life. The project aims to improve Darwin software to provide detailed insights into manufacturing processes.
A new study suggests AI-driven smart devices can revolutionize healthcare by detecting cardiac issues early, triggering emergency responses. The Internet of Medical Things (IoMT) technology enables real-time patient monitoring and analysis, improving efficiency and reducing costs.
A new study published in JAMA Network Open reveals a strong association between increased utilization of overtime and agency nurses and patient safety. The research found that prolonged exposure to high-stress work environments contributes to a higher incidence of pressure ulcers among patients.
The CONCERTO Project aims to advance the understanding and modelling of the terrestrial carbon cycle, reducing uncertainty in climate predictions. By integrating Earth observation data and innovative models, the project will contribute to improved climate policy and global efforts towards carbon neutrality.
A centralized notification pathway increased hypertension treatment in individuals with left ventricular hypertrophy. This study highlights the potential of leveraging underutilized cardiovascular data to enhance healthcare delivery.
Despite a rise in long distance running participation, cardiac arrests during US marathons and half-marathons have shown no significant increase, indicating improved emergency response measures are at play.
Anna Seigal, assistant professor at Harvard's John A. Paulson School of Engineering and Applied Sciences, has received the 2025 Sloan Research Fellowship for her work on connecting geometric invariant theory and maximum likelihood estimation in data science.
Scientists have identified COVID-derived molecular mimics that trigger autoimmunity, with some associated with type 1 diabetes and multiple sclerosis. The study suggests people with specific genetics may be at higher risk of COVID-induced autoimmunity.
A new study co-authored by Matthew Lyle finds that 'all or nothing' strategies can weaken employee support for future initiatives if they fail to meet their objectives. Instead, framing new initiatives as chances to improve upon past mistakes while building on successes is more effective in motivating employees and achieving success.
The Super-Kamiokande and T2K Collaborations present a joint measurement of neutrino oscillation parameters using atmospheric and beam neutrino data. The analysis finds a 1.9𝜎 exclusion of 𝐶𝑃 conservation and a 1.2𝜎 exclusion of the inverted mass ordering.
A new study reveals that Automated Lead Nurturing improves engagement and enhances salesperson–lead interactions, but its impact on sales conversions varies significantly across industries and customer segments. ALN is most beneficial for new leads, short sales cycles, and lower-value deals.
A new study by MIT researchers shows that data analysts consistently boost team performance in professional basketball. Investing in analytics departments yields significant wins, with one data analyst's impact valued at over $9 million.
Researchers found that placing naloxone kits in transit stations could improve availability and save more lives. By optimizing distribution strategies using mathematical models, the team discovered that just 60 kits at 650 locations could cover over half of opioid poisonings in Vancouver.
A new study by Reichman University and the Geological Survey of Israel found that the Israeli public prioritizes faster earthquake warnings over accuracy. Injuries from early warnings were negligible compared to damage without warnings.
A study published in Royal Society Open Science highlights the naturalness of seasonal time change and challenges modern criticisms. The authors suggest that changing the clocks aligns human activity with sunrise and improves mental health. They propose a new start date for clocks, taking into account physiological and social foundations.
Research by University of Toronto's Rotman School of Management found that adoption of international auditing standards leads to better financial reporting. Countries with stronger enforcement and more full integration of ISA into domestic practices show the most positive impact on audit quality.
Distributed acoustic sensing systems face data processing speed limitations; researchers leverage photonic neural networks to overcome these challenges. The TWM-PNNA system achieves high recognition accuracy above 90% with low power consumption, outperforming electrical GPUs by orders of magnitude.
A new analysis reveals that no country is on track to meet all 17 UN Sustainable Development Goals by the target year of 2030. Machine-learning tools were applied to over 20 years' worth of data from 231 indicators and GDP data, highlighting complex linkages between goals.
The American Heart Association emphasizes the importance of brain health, citing a growing burden of dementia and neurological conditions worldwide. By adopting healthy behaviors and addressing modifiable risk factors, individuals can improve their cognitive function and reduce the risk of age-related decline.
A new Northwestern Medicine study reveals that young adults experiencing food insecurity have a 41% greater risk of developing heart disease in midlife. Food insecurity affects one in eight households in the US, and addressing it early may help reduce the burden of heart disease later.
A study found that socioeconomically disadvantaged patients used emergency departments less for non-avoidable visits, despite an overall rebound in ED use by 2022. This trend reverses pre-pandemic increases in ED utilization among Medicaid and dual-eligible patients.
The USPSTF has concluded that the current evidence is insufficient to assess the balance of benefits and harms of screening for food insecurity on health outcomes. Nearly one-third of households with incomes below the federal poverty threshold experience food insecurity, highlighting a significant public health concern.
The Gene Ontology Consortium has published a new resource of human gene functions, combining experimental data with evolutionary modeling. The PAN-GO functionome lists known functions of over 20,000 genes, providing a complete and accurate picture of gene function.
A study analyzing millions of U.S. prescriptions over 10 years found that co-prescribed stimulants and opioids are associated with escalating opioid intake. Patients taking both stimulants and opioids had a higher average monthly intake of morphine milligram equivalents (MME) compared to those taking only opioids.
A study of over 3,600 adolescents found that spending more than 3 hours a day engaged in sedentary behaviors increases the risk of psychological distress. In contrast, moderate screen exposure invested in educational activities was linked to less psychological distress.
A recent study has identified that the neuronal subtype responds best to immunotherapy, while other subtypes exhibit lower response rates. The researchers developed a machine-learning algorithm using large public data sets to predict treatment response based on tumor mutational burden and immune cell infiltration.
Researchers used machine learning to predict diagnostic transition to schizophrenia and bipolar disorder, with schizophrenia being notably easier to forecast. By analyzing routine clinical data, the study suggests a possible approach for early intervention and personalized treatment plans.
A new study forecasts Australia's road traffic fatalities to rise to 998 by 2030 and 715 by 2050, with older drivers and male motorcyclists at the greatest risk
The release of a unique Type Ia Supernovae dataset has significant implications for cosmologists measuring the universe's expansion history. The dataset, comprising 3628 supernovae, provides unprecedented precision and accuracy in exploring the properties of these events.
A groundbreaking study by University of Missouri researchers shows that embedded counseling services in veterinary programs lead to significant reductions in psychological distress among veterinary trainees. The study also highlights the critical role of mental health support in high-stress professional education, with implications for...
A team of physicists at the University of Vienna created an innovative device that uses spin waves to perform multiple data processing tasks with exceptional energy efficiency. The 'universal' device has significant potential for next-generation telecommunications, computing, and neuromorphic systems.
A systematic review and network meta-analysis of 601 trials revealed that SGLT2 inhibitors were more cardioprotective in older adults, while GLP-1 receptor agonists offered greater benefits to younger patients. These findings suggest personalized treatment approaches for type 2 diabetes based on age and sex.
A recent study by Kaunas University of Technology highlights the importance of dynamic capabilities in advancing green transition. Financial and technological expertise combined with adaptability to regulations and consumer demands are crucial for companies to adopt circularity principles.
A new study from the University of Vaasa identifies transparency, centralisation, territorial access, fee structures, and referral schemes as risk factors in cryptocurrency exchanges. Decentralised exchanges have a lower probability of failure compared to centralised platforms due to their distributed structure.
Researchers uncovered eight rare diseases that carry significantly increased risks for COVID-19-related mortality in fully vaccinated individuals. These conditions, including infertility disorders and kidney diseases, pose a nearly fivefold greater risk of death from COVID-19 than the general population.
A recent study found that infant mortality from sudden unexpected infant death (SUID) has increased significantly in the US, affecting Black infants disproportionately. The analysis suggests possible explanations for this trend, including COVID-19 and maternal opioid use.
A recent study analyzing over 100,000 patient data from the STS Adult Cardiac Surgery Database reveals that mechanical aortic valve replacements provide significant long-term survival benefits for patients under 60 compared to bioprosthetic valves. The study highlights the importance of individualized treatment plans and challenges cur...
A new computational tool, PsiPartition, simplifies genetic data analysis for evolutionary biology, allowing researchers to efficiently study species relationships. The novel method improves both computational efficiency and accuracy of phylogenetic trees.
A study analyzing data from 35,000 retailers found that public mass shootings lead to a 3.5-5.5% increase in weekly alcohol sales for at least two years. The authors suggest whole-community approaches to address the trauma of mass shootings and its impact on alcohol consumption.
The University of Illinois Urbana-Champaign has received USGIF accreditation for its online graduate certificate and master's degree in CyberGIS and Geospatial Data Science. The partnership will train students to address large-scale problems using geospatial sciences, mathematical and statistical sciences, and cyberinfrastructure.
Researchers from Lancaster University found a significant link between hearing impairment and an increased risk of developing Parkinson's disease. The study analyzed data from the UK Biobank, revealing a 57% higher risk for every 10-decibel increase in baseline hearing loss.
A new study analyzing US data from over 27,500 participants reveals that retirees show more signs of depression than working individuals, with binge drinking exacerbating the issue. Moderate drinking appears to have fewer depressive symptoms compared to abstaining completely.
A survey found that nearly a third of patients considered sociopolitical factors when making their decision to undergo a vasectomy after the Dobbs decision. This trend is consistent with recent research indicating an increase in vasectomy procedures following the ruling.
Researchers from Pohang University of Science & Technology confirm the existence of hidden transport pathways in graphene, which enables faster and more efficient data handling. The study sheds light on the 'Valley Hall Effect' and its role in nonlocal resistance, providing crucial insights for advancing valleytronics device design.
Researchers found that participants who received early therapeutic interventions were significantly less likely to develop clinical depression within the first year. The interventions, which typically lasted six to twelve sessions, reduced symptoms and lowered the risk of depression by 42% in the first six months.
A systematic review and meta-analysis found an inverse association between fluoride exposure and children's IQ scores. The findings suggest a dose-response relationship between fluoride levels and IQ across multiple countries, highlighting the need for comprehensive public health risk-benefit assessments of fluoride exposures.
A new study by Binghamton University explores how media companies publishing similar content in different news outlets can impact financial markets. Researchers found that business news outlets owned by the same holding company tend to produce more similar stories, reducing unique information and potentially affecting investor efficiency.
A new cryptographic framework proposes a data sharing scheme that guarantees data integrity without compromising privacy. The protocol uses advanced tools like zero-knowledge proofs to ensure confidentiality and facilitate the analysis of encrypted data.
The Buck Institute and Phenome Health have been awarded up to $52M by ARPA-H to develop a groundbreaking research project that aims to predict and prevent diseases using advanced analytics and AI. The project, known as PATH, will utilize machine learning and digital wearables to create personalized recommendations for healthy aging.
A quality improvement project using Lean methodology at UC San Diego Health reduced unnecessary work hours for surgical residents by 10.2%, improving resident well-being and faculty perception of preparedness. The study's framework can be replicated to support other residency programs in optimizing resident and institutional outcomes.