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

Chase Harris
Faith, Fatherhood, and Fortitude: Inside Chase Harris’ Mission to Make Accessibility Possible for Every Child
October 15, 2025

Chase Harris is a father, husband, entrepreneur, and all-around force of light. Alongside his wife, Carly, and their son, Cash, he has inspired millions online through messages of resilience, faith, and family. Their story is one of turning adversity into action — and hardship into hope. “We knew early on that Cash had this special…

Read More
accounting career
How Shanice Scott Reinvented Her Accounting Career — And Found Her ‘Why’
October 15, 2025

The accounting pipeline is in flux. After years of decline in new graduates, the AICPA reported that bachelor’s completions fell 7.8% in 2021–22 and master’s fell 6.4%. In Fall 2024, undergraduate accounting enrollment rebounded by about 12%, while graduate enrollment continued to dip, underscoring a profession still recalibrating its talent model. For those building or…

Read More
Faherty
From Heritage to Hospitality: The Faherty Blueprint for Authentic, Community-Centered Branding
October 15, 2025

Great clothes may be where it starts, but today’s shoppers are looking for something more — a sense of connection, belonging, and shared purpose. Research shows that 90% of consumers value authenticity when deciding which brands to support: a clear reminder that while quality and design remain vital, meaning has become the new measure of loyalty….

Read More
Food-as-Medicine
The Gut Reset Revolution: How Food-as-Medicine Became the New Foundation for Wellness
October 15, 2025

Gut health has moved from fringe to front page, with consumers overwhelmed by protocols, powders, and “miracle” cleanses. As interest surges, so do questions about what actually works day to day—and why it matters now. One reason: an estimated 65% of the population is dairy intolerant, complicating popular bovine colostrum trends cited for immunity…

Read More