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Improving Hospice and Palliative Care With Predictive Insights


“There’s a shift in healthcare to population health and value-based care,” said Armine Khudanyan, CEO and co-founder of QAPIplus, during an education session at the 2024 Axxess, Growth, Innovation and Leadership Experience (AGILE). “With this shift, the use of data has become fundamental to the success of any organization.”

In this session, Khudanyan and Jessica McGlory, founder and CEO of Guaranteed, discussed current and future state analytics that organizations should use to improve outcomes, deepen relationships and grow revenue.

Use of Data for Strategic Planning

“Using data translates into better care, improved outcomes and increased patient satisfaction,” said Khudanyan.

To improve quality, safety and efficiency in healthcare, all outcomes should be properly documented and reviewed.

“If we use data properly and we have good data collection measures and we have good tools, we can really prevent a lot of errors, a lot of issues that can occur in our industry,” said Khudanyan.

Keep Data Top of Mind

Risk analysis takes place during data collection. Organizations should engage data users, improve data quality and accuracy, identify information needs, communicate results and leverage technology.

Khudanyan stressed the importance of quality and accuracy in data collection. She explained that healthcare providers need appropriate tools to compile and analyze data effectively and communicate the results.

“Quality and accuracy of data that’s collected is important,” explained Khudanyan. “It’s very important not only to capture data but to know how to use it, how to disseminate this information.”

Focus on Measures That Have the Biggest Impact

The use of data has become fundamental to the success of healthcare organizations.

“The safer the care, the more satisfied [the] clients [are] and the better [the] outcome,” said Khudanyan.

Focus on measures that increase patient safety and satisfaction, improve performance and reduce risks. Align with payers and referral sources using star ratings, hospitalizations, incident management, the Consumer Assessment of Healthcare Providers and Systems (CAHPS) and the Merit-Based Incentive Payment System (MIPS).

Achieving Meaningful Gains From MIPS

To achieve meaningful gains from MIPS, it is important to have data-driven, actionable performance improvement activities. Khudanyan explained the importance of engaging patients and families, so they are aligned with clinical goals and outcomes. Organizations should also focus staff development on technology and data and incorporate patient feedback into their MIPS strategy.

AI Analytics at the End of Life

“We’re already interacting with AI everywhere and in healthcare and specifically with palliative and hospice,” said McGlory.

AI can help organizations analyze data, make predictions and improve patient care and outcomes.

Predictive Analytics Strategies

McGlory explained that organizations should know the outcome they are trying to achieve with patients, be knowledgeable about their data, understand how predictive analytics will improve patient outcomes and reflect on the accuracy of their predictions.

“Over the next 10 years, we are going to be able to achieve the outcome that I know every single person in this room wants, which is that every person that faces [the] end of life is able to have an incredible end-of-life healthcare experience,” explained McGlory.

“I’m really excited to see this industry be at the forefront when it comes to AI analytics and just generally transforming healthcare,” said McGlory.

With more than 350 attendees, more than 50 sponsors and countless connections made, AGILE was a massive success for everyone. Check out the recap video and mark your calendar for AGILE 2025, May 5-7 in Dallas.

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