Data Quality

Machine Learning in Drug Development Requires Data Access, Standards

by Jessica Kent

Machine learning algorithms have the potential to accelerate and refine the drug development process, but the industry should expand data access and create consistent data standards to ensure drug...

Data Quality, Equity Essential for Artificial Intelligence Use

by Jessica Kent

High-quality data, inclusivity and equity, and adequate education and training will help stakeholders successfully integrate artificial intelligence tools into clinical care, according to a report from...

Over 70% of Orgs Say Precision Medicine Meets or Tops Expectations

by Jessica Kent

Seventy-three percent of precision medicine adopters say these initiatives have neared or exceeded their expectations, with organizations using clinical analytics solutions and real-world data to meet...

Artificial Intelligence Success Requires Human Validation, Good Data

by Jessica Kent

As the foundation of nearly every healthcare trend, process, and solution, data has a vitally important role to play in care delivery and success. From risk stratification to chronic disease...

Big Data Analytics, Precision Medicine Top Priorities in 2020

by Jessica Kent

Health systems are increasing their investments in technology that will boost big data analytics strategies and precision medicine, but limited resources and lack of reimbursement for these tools are...

How Real-World Data Could Advance Clinical Trials, Precision Medicine

by Jessica Kent

In a society where nearly everything can be done digitally, customization is almost always expected. Whether it’s including special instructions in a takeout order or curating the perfect...

Cancer Data Provides Insights into Treatment, Diagnosis Trends

by Jessica Kent

Rates of cancer occurrence cannot answer critical questions about progress in the fight against cancer, according to a study published in the New England Journal of Medicine. Researchers from Brigham...

AHRQ’s Latest Challenge Leverages Public Data to Address Social Determinants of Health

by Emily Sokol, MPH

The Agency for Healthcare Research and Quality (AHRQ)'s Visualization Resources of Community-Level Social Determinants of Health Challenge recently announced the 12 phase-one semifinalists. The challenge was developed by AHRQ to help...

Data Analytic Strategies Essential for Population Health Management

by Emily Sokol, MPH

Population health management has become increasingly important for health systems as the industry shifts its focus towards value-based care. Because health systems have large amounts of data at their...

CDC Provides $300M to State Programs to Improve Overdose Data

by Jessica Kent

The Centers for Disease Control and Prevention (CDC) is providing $301 million in funds to states and jurisdictions to enhance the actionability of overdose data. Funded programs will generate...

Data Integration, Analytics Support Public Health in Rhode Island

by Emily Sokol, MPH

An integrated data system is allowing officials in Rhode Island to develop a more thorough understanding of the health needs of residents. The usefulness of healthcare big data — that is, the...

Data Access, Quality Issues Exacerbate Rural Health Disparities

by Jessica Kent

Leaders of rural public health systems often experience challenges with accessing quality data on certain communities or populations, making it difficult to track and address health disparities,...

NIH Promotes Big Data to Enhance Eye Disease Research

by Emily Sokol, MPH

Improving collaboration between specialists and integrating multiple datasets to leverage big data will be key for advancing research for dry age-related macular degeneration (AMD), according to a new...

Using a Real-Time Data Platform to Cut ED Visits, Care Costs

by Jessica Kent

In its tireless pursuit of better care at lower costs, the healthcare industry has consistently made unnecessary emergency department (ED) visits, hospital readmissions, and drug prescriptions primary...

ACS, HBS Partnership to Address Value-Based Care, Reduce Costs

by Emily Sokol, MPH

The American College of Surgeons (ACS) and Harvard Business School (HBS) announced a value-based care partnership aimed at improving quality care while reducing costs. The duo’s primary goal is...

Mount Sinai Advances Innovation with New Chief Data Officer Role

by Jessica Kent

Mount Sinai has created a new chief data officer position to advance data-driven research, discovery, and patient care. The institution has named Andrew Kasarskis, PhD as executive vice president and...

Medicare ACOs Use Analytics for Care Coordination, Population Health

by Jessica Kent

Although most Medicare ACOs are leveraging data analytics to inform their care coordination and population health efforts, many are also struggling with issues of data completeness and collection,...

Real-Time Data Use Presents Workflow, Quality Challenges

by Jessica Kent

Using real-time data to improve patient safety and clinical decision support can lead to workflow and data quality issues, according to a study published in JMIR. The digitization of healthcare...

New York HIE Supports Population Health, Clinical Data Quality

by Jessica Kent

HEALTHeLINK, the health information exchange (HIE) of Western New York, is continuing its efforts to improve population health, streamline clinical workflows, and boost data quality in the communities...

Provider Experience Impacts EHR Data Workflow, Documentation Time

by Jessica Kent

Providers in the emergency department (ED) who had more experience or training with an electronic health record (EHR) system completed EHR documentation faster than those with less experience, a study...