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

Engineering
Scaling Experiential Learning in the Curriculum: How Iron Range Engineering Transformed Engineering Education
June 1, 2026

Engineering has transformed nearly every part of modern life, from the phones in our pockets to the systems powering global industry. But the way engineers are educated has often moved far more slowly than the profession itself. Employers are asking for graduates who can navigate ambiguity, communicate across teams, and contribute meaningfully from the…

Read More
vascular surgeon
When Geography Meets Purpose: How One Move Reshaped a Vascular Surgeon’s Career
May 28, 2026

Medicine isn’t what it used to be—not for the people practicing it. Independent physicians are becoming the exception, not the norm, as more doctors move into hospital systems, corporate groups, and academic networks. At the same time, the pipeline of specialists isn’t keeping pace with growing patient needs, particularly in complex fields like vascular…

Read More
safer HVAC chemicals
From Second Chances to Stronger Teams: Bradley Henderson on Structure, Culture, and Trades-Based Redemption
May 26, 2026

The trades have always demanded grit, but grit alone doesn’t build a strong workforce. People need structure, clear expectations, and a sense that their work is taking them somewhere. That’s especially true in HVAC and mechanical services, where employers are trying to hire, retain, and develop talent in a labor market that feels tighter and…

Read More
courage
Creative Confidence and Moral Courage: The Leadership Traits Business Schools Should Be Betting On
May 25, 2026

What students need from higher education is becoming harder to pin down than it once was. As higher education faces mounting pressure—from student disengagement to the rapid rise of artificial intelligence—institutions are being forced to rethink not just what students learn, but who they become. New research and industry signals suggest that technical knowledge…

Read More