Analytics Strategies

Visualizing, Interpreting, and Disposing of Healthcare Analytics Data

October 4, 2023 - The success of a healthcare analytics project is predicated on how well project stakeholders navigate the data lifecycle, which consists of data generation, collection, processing, storage, management, analysis, visualization, interpretation, and disposal. Many of the steps ensure that the analysis itself is high-quality, but the end-of-cycle phases are necessary for the results of the...


More Articles

Storage, Management, and Analysis in the Health Data Lifecycle

by Shania Kennedy

The data lifecycle drives data analytics projects across industries, and healthcare is no exception. Healthcare stakeholders need to have a firm grasp on each of the steps in the cycle — data generation, collection, processing,...

The Healthcare Data Cycle: Generation, Collection, and Processing

by Shania Kennedy

As data analytics become more necessary to advance population and public health, healthcare stakeholders may find themselves increasingly working on analytics projects. The outcomes of these projects depend on many factors, but healthcare...

Patient Privacy in Healthcare Analytics: The Role of Augmentation PETs

by Shania Kennedy

Healthcare big data analytics efforts must strike a balance between making patient data accessible to researchers and guaranteeing that it is private and protected from unauthorized individuals. To do so, stakeholders can utilize...

How Architectural Privacy-Enhancing Tools Support Health Analytics

by Shania Kennedy

Data analytics is critical to advancing healthcare quality and medical breakthroughs, but protecting patient data must be a priority throughout the process. Privacy-enhancing technologies (PETs) are critical tools healthcare organizations...

Using Algorithmic Privacy-Enhancing Technologies in Healthcare Analytics

by Shania Kennedy

Big data analytics in healthcare have the potential to advance medical research and lead to important breakthroughs, but ensuring both security and access to protected health information (PHI) can be a challenge. Healthcare data access is...

Data Analytics in Healthcare: Defining the Most Common Terms

by Shania Kennedy

Big data analytics play an increasingly significant role in improving care quality, patient outcomes, operational efficiency, and cost reduction for healthcare stakeholders. But navigating the healthcare data analytics landscape requires...

Data Utilization, Investment Lagging Among Hospitals and Health Systems

by Shania Kennedy

A survey conducted by the Healthcare Information and Management Systems Society (HIMSS) and healthcare data analytics company Arcadia about the current state of healthcare analytics platforms...

Breaking Down the 4 Types of Healthcare Big Data Analytics

by Shania Kennedy

Big data analytics has become a hot topic as healthcare systems have transitioned to EHRs and begun pursuing digital transformation. Patients generate massive amounts of data throughout their care journeys that could be used to improve...

Atlas Resource Aims to Support Custom Kidney Disease Treatment

by Mark Melchionna

Supported by funding from the National Institutes of Health (NIH), a collaborative effort between UC San Diego, Washington University, and other organizations led to the creation of an atlas tool...

How Elevance Health, MVP Health Care Are Leveraging Data Analytics

by Shania Kennedy

Payers rely on accurate, high-quality data to make health insurance processes more efficient and support improved patient outcomes. However, each beneficiary generates a plethora of data points throughout their care journeys that payers...

Mayo Clinic Platform Expands Distributed Data Network, Partnerships

by Shania Kennedy

Mayo Clinic Platform announced an expansion to its distributed data network, Mayo Clinic Platform_Connect, through new global partnerships with Hospital Israelita Albert Einstein in Brazil, Sheba...

Researchers Develop Health Equity Data Dashboard for Medicare Plans

by Shania Kennedy

Research recently published in The American Journal of Managed Care describes the design and evaluation of a dashboard that presents health equity performance data to Medicare Advantage (MA)...

Top Health IT Analytics Predictions, Priorities for This Year

by Shania Kennedy

As health systems make plans to address challenges caused or worsened by the COVID-19 pandemic, such as efficiency and patient access to care, many are turning to health IT tools such as data analytics and artificial intelligence...

Duke Health, nference Partner to Advance Medical Research, Patient Care

by Shania Kennedy

Duke Health and software company nference announced a collaboration aimed at accelerating research and improving patient care by leveraging the company’s advanced analytics platform. According...

Risk Estimation Intervention Reveals Hurdles for Suicide Prevention

by Shania Kennedy

A mixed-methods quality improvement study published in JAMA Network Open found that using suicide risk estimation analytics did not augment existing prevention practices as intended during routine...

Mass General, Mayo Clinic, & More Share AI, Analytics Plans for Next Year

by Shania Kennedy

As 2022 draws to a close, health systems are gearing up for new opportunities and challenges in the year ahead. For many, top priorities from last year, such as patient access to care and efficiency improvements, will carry over into 2023....

Leveraging Location Analytics to Address the Opioid Epidemic

by Shania Kennedy

Addressing the opioid crisis has become a top public and population health priority in recent years, and big data analytics solutions to address the issue have been proposed and implemented by healthcare organizations across the country....

Tampa General Strikes Partnership to Build Data Analytics Platform

by Shania Kennedy

Tampa General Hospital launched a partnership with software company Palantir Technologies Inc. this week focused on leveraging data and analytics to improve patient care and drive operational,...

IL Health System Unveils Partnership to Improve Data Analytics Capabilities

by Shania Kennedy

Illinois-based integrated health system Carle Health has partnered with healthcare data and analytics technology company Health Catalyst to advance its analytics capabilities and improve patient...