How Healthcare Analytics Benefit Hospitals, Health Systems and Purchasers

 

On this episode of Healthcare Analytics Decoded, a Quantros podcast, Quantros Director of Data Science Andrew Johnson joined host Lauren Hickey to explore how hospitals, health systems and purchasers of healthcare benefit from utilizing data analytics software.

Johnson’s healthcare data science work has been published in dozens of scientific publications, and he’s spent time leading HCA Healthcare’s National Group data science team, held faculty positions in Public Health Administration at the University of Kentucky, and currently holds a faculty appointment in Healthcare Informatics at the Medical University of South Carolina.

In particular, Hickey and Johnson focused on the effects of a general shift from a fee-for-service-based model to a value-based one. Johnson said he advocates for any hospital, health system, etc. to have a list of “vital signs” it tracks in terms of metrics and data.

Those “vital signs” should flow down from the organization’s mission statement, but Johnson said there are also three categories of new additions to these signs that healthcare organizations can benefit from – compliance with care-practice models and best practices, outcome measures associated with value-based contracts, and patient experience metrics.

Once those primary “vital signs” – readmissions, length of stay, etc. – are taken care of, it’s beneficial to take a deeper dive into more specific metrics and find a way to compare a healthcare organization to its peers across the nation.

Healthcare analytics software, particularly a quality third-party solution, can help organizations improve performance, gain insights, find mutually beneficial partnerships, and more in a way that doesn’t strain internal teams and EMR solutions.

For the latest news, videos, and podcasts in the Healthcare Industry, be sure to subscribe to our industry publication.

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

AI data center
Power, Cooling, and Risk: What It Takes to Bring a 100MW AI Data Center Online
March 28, 2026

The industry knows how to build data centers. What it’s still figuring out is how to turn on AI factories at scale. With facilities now crossing 100 megawatts—far beyond the 5 to 10 megawatt norm of traditional builds—operators are no longer just validating equipment. They’re testing whether entire systems—power, cooling, controls, and the teams behind…

Read More
beauty
Building Beauty for Real Women: Why Brands Must Focus on Longevity, Not Hype
March 25, 2026

Walk into any beauty aisle—or scroll through your feed for five minutes—and it’s clear the industry is obsessed with what’s new. New formulas, new trends, new “rules.” But for many women, especially those who’ve been using makeup for decades, the question isn’t what’s new—it’s what actually works. And increasingly, the answer isn’t coming from the…

Read More
Physician
Fixing the Physician Experience: Why Advocacy Is Healthcare’s Next Frontier
March 25, 2026

Physician burnout has become a defining challenge in healthcare, with research showing that a substantial portion of clinicians—anywhere from roughly a quarter to over half—experience emotional exhaustion, driven more by systemic pressures like administrative burden and reduced autonomy than by individual resilience alone. As healthcare systems face growing staffing shortages and rising patient demand, the…

Read More
career
From Starting Over In A New Country To Reaching The C-Suite: A CFO’s Career Comeback
March 25, 2026

Global mobility is reshaping the modern workforce, with millions of professionals relocating each year in pursuit of opportunity, stability, or growth. Yet behind the headlines of talent migration lies a quieter, more difficult truth: restarting a career from scratch—even after years of success—is far more common than people expect. In fact, many skilled immigrants…

Read More