Primers

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...

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...

Explaining the Basics of Blockchain Technology in Healthcare

by Shania Kennedy

Like artificial intelligence (AI), machine learning (ML), robotics, and virtual reality (VR), blockchain has been hyped across sectors, including healthcare. But navigating the hype and assessing the potential value of blockchain remains a...

Leveraging Artificial Intelligence to Support Medication Adherence

by Shania Kennedy

Medication adherence remains a persistent, complex challenge for the healthcare industry as drug costs rise and prescription adherence rates sink. The Centers for Disease Control and Prevention (CDC) report that adherence to prescribed...

Exploring Data De-Identification in Healthcare

by Shania Kennedy

Adequately de-identifying healthcare data is critical for health systems, payers, and other stakeholders to ensure HIPAA compliance. However, the advent of newer technologies, such as artificial intelligence (AI) and connected devices, has...

Using a Patient-Reported Outcome Tool to Make EHR Data Actionable

by Shania Kennedy

EHRs play a critical role in guiding care coordination and delivery, but interoperability challenges can prevent EHR data from being used effectively to improve patient care. Addressing these issues is a major focus for healthcare...

Exploring Decentralized Architecture Networks in Healthcare

by Shania Kennedy

Efficient and secure health data interoperability is a top priority for providers, payers, and other healthcare stakeholders, but enabling interoperability remains a major challenge for many organizations across the country. To support...

How Does the White House AI Bill of Rights Apply to Healthcare?

by Shania Kennedy

In October, the White House unveiled its Blueprint for an AI Bill of Rights, providing guidelines for the design, use, and deployment of AI-based tools to protect Americans from harm as the use of these technologies continues to grow in...

Using Data Analytics to Improve Primary Care, Referral Management

by Shania Kennedy

Primary care is an essential facet of modern healthcare, serving as the conduit through which many patients access and engage with available medical care services. When a patient has a non-emergency health concern, a primary care physician...

How Intelligent Automation Can Help Close Care Gaps, Boost Patient Outreach

by Shania Kennedy

In the US, access to and quality of healthcare are major drivers of health disparities and widening patient care gaps. Bridging care gaps also requires providers to have access to knowledge and resources to support these efforts, which can...

How Data Analytics Can Help Breast Milk Banks Be More Efficient

by Shania Kennedy

In the wake of the recent baby formula shortage, parents and providers are becoming increasingly interested in other methods for providing adequate nutrition to infants who may need it. Breast milk donation banks have long played a role in...

Shift to Cloud Key Strategy in Healthcare, But Challenges Persist

by Shania Kennedy

A report published late last month by Forrester outlines some of the challenges that healthcare organizations face, including security and compliance issues, and provides best practices when...

How to Create a Healthcare Data Culture

by Shania Kennedy

Data analytics and interoperability are necessary for health systems to provide high-quality care services to patients, but transitioning from pen, paper, and fax machines to computers and the cloud for data collection and sharing is only...

How Big Data Analytics Can Support Preventive Health

by Shania Kennedy

The healthcare sector is an increasingly complex system that incorporates various stakeholders outside of clinicians and patients. This complexity generates significant amounts of data across the continuum of care. To promote health...

Types of Deep Learning & Their Uses in Healthcare

by Shania Kennedy

Deep learning (DL), which is also known as deep structured learning or hierarchical learning, is a subset of machine learning. It is loosely based on the way neurons connect to one another to process information in animal brains. To...

How Geographic Data Can Help Address Social Determinants of Health

by Emily Sokol, MPH

A patient’s social determinants of health contribute more to her health than her genetic code or her medical care. These social determinants of health are factors outside of the traditional healthcare setting that impact an...

5 Successful Risk Scoring Tips to Improve Predictive Analytics

by Emily Sokol, MPH

Risk scoring allows organizations to understand their population based on defined risk factors and anticipate the future risk of the group. A risk score is a metric used to predict aspects of a patient’s care (cost, risk of...

What Are Precision Medicine and Personalized Medicine?

by Jennifer Bresnick

Since the beginning of recorded history, healthcare practitioners have striven to make their actions more effective for their patients by experimenting with different treatments, observing and sharing their results, and improving upon the...

What Are the Social Determinants of Population Health?

by Jennifer Bresnick

Financially and clinically successful population health management programs must take much more into account than what happens to a patient while she is sitting on the exam table.  As the healthcare system’s responsibility...

Which Healthcare Data is Important for Population Health Management?

by Jennifer Bresnick

From claims to electronic health records to input from the Internet of Things, healthcare organizations have a whole lot of data on their hands. Big data has become one of the industry’s most...