How Data Science and Optimization Can Improve Healthcare

Our healthcare workers have been at the forefront of the COVID-19 pandemic, and we are exceedingly grateful for their dedication and sacrifice to saving lives. As cases start to level off, it is clear that COVID-19 has lingering effects, and the healthcare industry is one of many to take a big hit. In this article, we are going to explore how data science and decision optimization can improve healthcare.

Healthcare Optimization & COVID-19

Are you tired of hearing about COVID-19? ME TOO. Even though we are hopefully on the other side of the curve, our lives continue to be affected by the invisible enemy. What is worse is that our healthcare system continues to fall victim to COVID-19 in more ways than just one. After reading an article by David Shulkin*, I was astounded by the financial impact the virus brought to hospitals. I’ve summed up the highlights below.

DID YOU KNOW...

– Hospitals are losing up to $1 million per day because of COVID-19.

– The health system is losing an average of $2,800 per coronavirus case.

– Hospital revenue has been declining even before the pandemic.* 

I don’t want to get political about our healthcare system here in the United States, but those numbers are very large. And as a future physician (Class of 2024), I am worried about my career as well as where healthcare is headed in the coming years. The doctors, nurses, PAs, etc. have been working so hard during this pandemic time. They deserve to have their job secured at the end of it all, don’t you think?

Cresco certainly thinks so. And they have a solution that integrates data science and decision optimization into an analytics platform to help keep healthcare up and running. It is most certainly a game changer!

But before we get into that awesome tech, what does healthcare optimization look like? In general, optimization means finding the best solution out of all the possibilities. For example, there is more than one way to skin a cat, but there is one optimal way to do it. Additionally, Google states optimization is the action of making the best or most effective use of a situation or resource. To clarify, this can apply to a variety of industries. Specifically in healthcare, I have listed the complex problems we want to address with optimization.

Areas of improvement in healthcare

  • Nurse scheduling – decrease overtime
  • Medical supply allocation
  • Patient satisfaction
  • Pairing of organ donations
  • Task allocation
  • Billing
  • Distribution and supply of providers
  • Compliance
  • Cost optimization
  • Turnover and new-hire demand
  • OR and appointment scheduling
  • Patient placement/transfers
  • Claims processing
  • Patient flow
  • Employee satisfaction
  • … And more!

The goal of healthcare optimization is to decrease costs and increase profits while maintaining or improving the quality of care provided. Brücke can do just that.

COVID-19 Healthcare Optimization

Healthcare workers have been there for us when we needed them the most.

Now, it's time we are there for them.

COVID-19 Healthcare Optimization

With the unforeseen pandemic outcomes, how do hospitals recover from billions of dollars in revenue loss?

INTRODUCING

“Cresco’s Brücke is the bridge for data science, optimization, and end users.”

Ryan Tian, Director of Technology 

How Data Science and Decision Optimization Can Save Healthcare

As you previously read,  healthcare has room for improvement. With Cresco’s Brücke solution, data science and optimization are available at the click of a button and in a matter of seconds. What does this mean? BIG savings in both time and money. Those problems I listed earlier can be addressed by Brücke to counteract the effects of COVID-19 and ultimately make a better healthcare system. Needless to say, as a future doc, I approve of the innovation Cresco has put forth. 

Demand Forecasting - COVID-19 Healthcare Optimization

Demand Forecasting

Understand and predict demand to optimize decisions for your organization. 

Sourcing plan

Distribution plan

Human capital

Patient admission

Resource Optimization - COVID-19 Healthcare Optimization

Resource Optimization

Match available resources with the needs of your organization to achieve its goals.

PPE distribution

Task allocation

Patient assignment

Task Force Management - COVID-19 Healthcare Optimization

Task Force Management

Maximize your task force effectiveness without compromising on quality of care.

Workforce scheduling

Financial Growth - COVID-19 Healthcare Optimization

Cost Optimization

Drive spending and cost reduction while maximizing business value.

Reverse costing

Cost reduction

Financial impact analysis & recovery plan

In conclusion, Brücke is a really helpful technology that easily integrates data science and optimization into analytics platforms. This is not only great for the healthcare industry, but virtually all industries that can benefit from optimization technology. Cresco doesn’t want life to go back to normal after COVID-19… they want it to be better than normal! And Brücke can help with that. Check out the links below to find out more or request a demo.

Photo credit: Stories by Freepik

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