Latest / Becker’s Healthcare Podcast / How Healthcare Organizations Can Identify and Address Patient Leakage
Transcript
- 0:00- Hello, everyone. This is Erica Spicer Mason with
- 0:02- Becker's Healthcare. Thank you so much for tuning
- 0:05- into the Becker's Healthcare podcast series.
- 0:08- So today's episode will explore how healthcare organizations
- 0:11- can identify
- 0:12- and address patient leakage,
- 0:14- which is when patients seek care outside of
- 0:16- their network,
- 0:17- and connect that to broader margin and strategic
- 0:20- planning goals.
- 0:22- And joining me for this conversation today, we
- 0:24- have two leaders at Deloitte. We have Eddie
- 0:27- Wilson, the managing director,
- 0:29- and Yuchen Chen, associate vice president.
- 0:32- Eddie, Yuchen,
- 0:34- great to have you both with Becker's today.
- 0:35- Thank you so much for making the time.
- 0:37- Thank you.
- 0:38- Thank you.
- 0:40- Well, before we get into the conversation, I
- 0:42- wanted to give you both the chance to
- 0:44- just to share a little bit more about
- 0:45- yourselves, your work in the health care space.
- 0:48- Eddie, do you wanna get us kicked off
- 0:50- here?
- 0:51- Sure. I'm Eddie Wilson, managing director out of
- 0:54- our Cincinnati office. I've been with Deloitte for
- 0:57- almost fifteen years now. Prior to Deloitte, I
- 0:59- was a mid mile defense attorney. So I've
- 1:01- literally spent my entire professional career working with
- 1:03- doctors in one capacity or another.
- 1:05- Because of that, I lead our physician enterprise
- 1:08- and ambulatory services group nationally as well as
- 1:10- our population health practice,
- 1:12- and spend a lot of my time really
- 1:14- building networks and then working with organizations to
- 1:17- try to keep patients within those networks.
- 1:20- I'll turn it over to Yu Chen.
- 1:22- Yep. Thanks, Eddie. I'm Yu Chen Chen. Actually,
- 1:25- by training,
- 1:27- work in Deloitte's San Francisco office.
- 1:31- Because of my training, I work a lot
- 1:32- with, health care data,
- 1:34- especially claim data all the time.
- 1:37- Because of that, I lead the design and
- 1:40- development of our care pattern analytics toolset,
- 1:44- and I support health systems in their care
- 1:46- retention and,
- 1:48- also with health plans on cost of care
- 1:50- improvement programs.
- 1:52- Happy to be with you today.
- 1:54- No. Thanks for for rounding us out with
- 1:56- the intros, Yuchen. It's great to have both
- 1:58- of your expertise on the line today.
- 2:01- You know, whether we're talking about the physician
- 2:02- enterprise, population health, and network integrity, but also,
- 2:06- Yuchen, your actuary training and your work with
- 2:08- health care claims data is going to be
- 2:10- especially
- 2:11- insightful, I think, as we're talking about leakage.
- 2:14- But I wanna do I I want to
- 2:16- start a little bit high level here. And,
- 2:18- Eddie, I'll I'll keep this first question over
- 2:20- to you.
- 2:21- I know you work with a lot of
- 2:22- health care organizations at Deloitte, and I'd love
- 2:25- to know where you're seeing patient leakage show
- 2:28- up the most. And how are you helping
- 2:30- leaders connected to their broader margin and their
- 2:32- strategic planning conversations?
- 2:35- Absolutely. And I I think I'll take the
- 2:38- back part of that question first.
- 2:40- So historically, we've had a lot of conversations
- 2:43- with health care leaders around margin, and there's
- 2:45- been a lot of concentration around the the
- 2:47- cost part of that equation.
- 2:50- And a lot of organizations have actually done
- 2:51- a really good job in terms of cleaning
- 2:53- up the cost component.
- 2:55- What they haven't been able to do is
- 2:57- actually focus on the revenue part of the
- 2:59- equation, and that's really where where patient leakage
- 3:01- comes in. So we have,
- 3:04- tools that we utilize in order to be
- 3:06- able to put data in front of, a
- 3:08- lot of times, CFO CEOs
- 3:10- to say, you have a patient leakage problem.
- 3:13- Almost every single time there's an agreement, they
- 3:16- know that they have the issue. They just
- 3:18- don't know exactly where it's coming from.
- 3:21- So we actually help them,
- 3:23- to really
- 3:24- pinpoint where the leakage is occurring.
- 3:27- And most of the time, it's holistic. So
- 3:29- it's it's occurring across the organization.
- 3:31- We break it down by service line. We
- 3:33- break it down by site of care,
- 3:36- to really get into the details.
- 3:38- To answer your question specifically, where we see
- 3:40- the most leakage on almost every single organization
- 3:42- is really imaging diagnostics and ASCs,
- 3:46- just because of the competition in the market.
- 3:49- There's generally a lot of leakage in those
- 3:51- particular areas,
- 3:52- but like I said, it it's really holistic,
- 3:56- and we use a lot of different techniques,
- 3:57- a lot of different services
- 3:59- in order to be able to
- 4:01- not only
- 4:03- address the pinpoint leakage issues, but address it
- 4:05- holistically across the organization.
- 4:09- Yeah. Eddie, I appreciate the overview. And when
- 4:11- you say the word holistic in this context,
- 4:13- it it definitely
- 4:15- brings to mind how important
- 4:17- being able to pinpoint where the leakage is
- 4:19- happening, how important that must be, and at
- 4:21- the same time challenging.
- 4:23- So, Yu Chen, I'll turn the next question
- 4:25- over to you. When you think about everything
- 4:27- that Eddie just laid out, what role do
- 4:30- data and analytics play in even getting to
- 4:32- this conversation about, you know, connecting leakage to
- 4:35- margin and strategic planning?
- 4:37- Yeah. Absolutely.
- 4:39- To I I'd say to move the needle,
- 4:41- right, on keepage and retention care retention,
- 4:45- first, we'd first have to agree on where
- 4:48- you stand.
- 4:49- And that's where I think analytics become essential,
- 4:53- in this journey,
- 4:54- not just to identify that key fudge is
- 4:56- a problem,
- 4:58- but to know, right, to to point pinpoint
- 5:00- where exactly.
- 5:02- For example, which service lines are leaking, which
- 5:05- side of care,
- 5:07- which type of care.
- 5:08- So so here's the thing. When we talk
- 5:10- to,
- 5:11- health system executives,
- 5:13- almost everyone
- 5:14- already knows keypad just a problem.
- 5:16- They feel it, but feeling it and knowing
- 5:19- it are different things. We want to move
- 5:22- them quickly from,
- 5:24- anecdotes to
- 5:26- fact base.
- 5:27- Think of it like a for example, like
- 5:29- a blood panel. Right? We
- 5:32- we go to doctors. We take blood tests,
- 5:34- and there's this blood panel.
- 5:36- It's usually not enough to know something's off.
- 5:38- You need to know that it's either cholesterol,
- 5:40- it's a one c, or it's vitamin d.
- 5:42- Right?
- 5:43- The diagnosis
- 5:44- drives the the treatment,
- 5:47- for our health care.
- 5:48- And,
- 5:50- same goes for,
- 5:52- sys you know, going about systematic changes in
- 5:54- in a health care organization.
- 5:56- Just like your doctors doesn't,
- 5:59- just run labs once,
- 6:01- you would come back, you retest,
- 6:03- and you track progress against your goals.
- 6:07- Analytics for Keepage works the same way. We
- 6:09- set the baseline, set the goals,
- 6:12- then keep measuring to make sure that, right,
- 6:14- you're actually moving towards the target.
- 6:17- Mhmm. So that's the the first overall point.
- 6:19- And, also,
- 6:21- the other thing that's worth understanding is that
- 6:24- a large health system isn't monolithic.
- 6:28- It's more like a big complicated family.
- 6:31- You've got dozens of provider groups under one
- 6:34- roof, and their alignment to the system can
- 6:36- actually vary wildly.
- 6:39- Take a clinically integrated network.
- 6:41- Some groups are fully aligned. They refer in.
- 6:45- They keep care in the system.
- 6:46- While others, they're
- 6:48- partially aligned in on paper, but quietly
- 6:52- sending specialized cases out of network or funneling
- 6:55- follow-up visits into their own ambulatory assets, which
- 6:58- we see a lot,
- 6:59- in our work with the clients.
- 7:01- So the data has to be structured in
- 7:03- a way that you can tell these groups
- 7:05- apart. Right?
- 7:06- Because the intervention for each one is will
- 7:09- be tactically very different.
- 7:12- Yu Chen, you're speaking my language here with
- 7:14- these metaphors. Force. This is so great. I
- 7:16- I love the comparison
- 7:18- between leakage,
- 7:20- you know, that difference in feeling
- 7:22- when patients are leaking and knowing exactly where
- 7:25- they're leaking from and kind of how that
- 7:27- relates to the concept of what we would
- 7:30- do with a blood panel.
- 7:31- And then also this large health system,
- 7:35- having that greater understanding of them,
- 7:37- likening that to a big complicated family.
- 7:40- Excellent metaphors here.
- 7:42- And it really all boils down to what
- 7:44- I think you're saying is addressing leakage is
- 7:47- really about being able to clearly
- 7:49- see where the problems are so that you
- 7:51- can address it swiftly.
- 7:53- So I'd love to know, Yu Chen, the
- 7:54- kinds of tools and capabilities that organizations
- 7:57- need right now to get that level of
- 7:59- visibility.
- 8:00- And from a data perspective, what insights do
- 8:02- leaders need before they can even take action?
- 8:05- Yeah. For sure.
- 8:07- I think it will need to be a
- 8:08- combination of internal
- 8:10- and external data.
- 8:12- And what I mean by that is is
- 8:13- internal referral data from the
- 8:16- EHR system
- 8:17- and external data. Usually, it's claims data.
- 8:20- And the claims data here that helps truly
- 8:22- paint the picture of what ultimately and actually
- 8:25- occurred.
- 8:26- Right? And
- 8:28- the internal referral data helps you to see
- 8:30- the the the patterns more tentative patterns more
- 8:33- timely,
- 8:34- and the claims data is a great complement
- 8:36- to paint a picture of of what actually
- 8:39- happened. The the capability needs to be able
- 8:42- to
- 8:44- identify and segment patients by cohorts
- 8:47- and, importantly,
- 8:48- examine the,
- 8:50- the full continuum of care that happens with
- 8:53- those,
- 8:53- right, with those patients in the cohort and
- 8:56- be able to,
- 8:58- I'd say create scorecards,
- 9:00- scorecard measures at various levels.
- 9:03- For example, can you do it, you know,
- 9:05- at an overall network level? Can you drill
- 9:07- down to specific group practices? Right? Can you
- 9:10- look at it by specific PCP groups, by
- 9:12- specialist groups?
- 9:15- Can you look at it by service line
- 9:17- and your different sort of your assets?
- 9:20- Because every system has its right? Has a
- 9:23- stronger presence, let's say, in a series of
- 9:26- service lines and maybe not not a strong,
- 9:28- like, weaker presence in some other service lines.
- 9:30- And it's important to know about that so
- 9:32- you can prioritize and focus appropriately.
- 9:36- Yeah. Really helpful overview, Yuchen. Thank you.
- 9:40- And, Eddie, I wanna check-in with you next.
- 9:42- Given what Yuchen just outlined here, can you
- 9:45- walk us through an example of when you've
- 9:47- seen a partner
- 9:49- implement this approach, you know, when they've really
- 9:51- been able to put insights into action and
- 9:54- turn leakage into an opportunity
- 9:56- instead? I'd love to know what that looks
- 9:58- like on the ground and from a retention
- 10:00- standpoint, outcomes that that partner may have seen.
- 10:03- Yeah. Absolutely. We've helped a number of different
- 10:05- organizations really improve the keepage percentage by at
- 10:09- least 10%.
- 10:10- A couple of specific examples,
- 10:13- where we've had a lot of success is
- 10:15- really where we focus on access. So access,
- 10:18- a lot of times, is the the number
- 10:19- one issue. Patients can't get in to see
- 10:22- a a particular specialist,
- 10:24- within a timely fashion. So we work with
- 10:26- organizations to really crunch their scheduling data,
- 10:29- to understand where there is
- 10:32- capacity that we can unlock really within their
- 10:35- existing footprint. So
- 10:37- we look at the actual scheduling data to
- 10:40- really understand our the providers meeting their clinical
- 10:44- FTE. So
- 10:46- you think of a provider needs to see,
- 10:49- on average, 36 patient facing hours a week.
- 10:51- And so we really look at
- 10:54- what is that provider doing across
- 10:57- the across the course of a week, and
- 11:00- we add all of that up to really
- 11:02- understand where the gaps are and say,
- 11:05- for example,
- 11:06- they might be at
- 11:08- 24 patient facing hours a week or 28
- 11:10- patient facing hours a week as opposed to
- 11:12- the 36. And then we work with organizations
- 11:14- to try to understand how do we close
- 11:16- that gap. So how do we put the
- 11:18- data really in front of the providers,
- 11:20- and have a very open conversation around how
- 11:23- can we open up this access because we
- 11:25- know you want to actually see these patients.
- 11:26- So let us help you,
- 11:28- work with your schedule in order to be
- 11:30- able to open that up so that we
- 11:31- can actually keep the patients within the network.
- 11:35- Yeah. Eddie,
- 11:36- really insightful, and I appreciate you sharing some
- 11:38- of those numbers, especially earlier in your response
- 11:40- highlighting that increasing retention by at least 10%,
- 11:44- a really compelling figure.
- 11:46- And, Eddie, as you look to the next
- 11:49- six to twelve months, what trends are you
- 11:51- watching most closely when it comes to network
- 11:53- performance and leakage?
- 11:55- And for a leader listening right now,
- 11:58- where is the highest impact place that you'd
- 12:00- recommend they start?
- 12:01- So what I'm really monitoring, and I've been
- 12:03- doing this over the course of the last
- 12:05- six to twelve months and will continue to
- 12:06- do that, is really the advancement in agentic
- 12:08- AI
- 12:09- and how that can potentially
- 12:11- help organizations in terms of care orchestration.
- 12:15- So as we look at other industries, they've
- 12:18- really done an excellent job in terms of
- 12:20- meeting the consumer where they are and making
- 12:22- it easy to do business.
- 12:24- Health care hasn't been able to do that
- 12:26- historically.
- 12:27- And what I'm trying to to do is
- 12:30- really create quick care orchestration platforms where you
- 12:34- meet the consumer where they are so they
- 12:36- understand how to navigate the health care ecosystem
- 12:39- so that it's easy for them to understand,
- 12:41- okay, where do I need to schedule an
- 12:43- appointment? How do I match
- 12:46- capacity
- 12:47- to the referral? How do I make it
- 12:49- seamless to actually do business with
- 12:53- my
- 12:54- health care system.
- 12:55- And to the degree that we can make
- 12:57- it easy, it creates stickiness for the consumer.
- 13:00- So they actually wanna do business with that
- 13:02- particular organization, and they wanna stay within that
- 13:04- particular network.
- 13:06- And it's beneficial to the system from a
- 13:09- revenue perspective, but it's also beneficial to the
- 13:11- patient because the care is actually coordinated,
- 13:14- and they actually ultimately end up getting better
- 13:16- outcomes as a result. So to the degree
- 13:19- that we can make it seamless, that we
- 13:21- can make it easy,
- 13:22- it's kind of a win win all the
- 13:23- way around.
- 13:26- Yeah. Eddie, appreciate that forward
- 13:29- looking,
- 13:30- statement about Adjantic. It's definitely aligned with what
- 13:34- we hear a lot of other leaders in
- 13:35- the space speaking to and what they're keeping
- 13:37- a close eye on.
- 13:39- Yu Chen, I wanna check-in with you before
- 13:40- we close. Is there anything else that that
- 13:43- you'd like to add on on here or
- 13:45- perhaps any points that you think that we
- 13:47- should have highlighted for our listeners and we
- 13:49- haven't yet? Yeah. Maybe just one more point,
- 13:52- and thank you for the for the question
- 13:53- there.
- 13:54- In terms of, of data and analytics,
- 13:58- apart from what I said just now,
- 14:01- we'd also frequently bring
- 14:03- in projections
- 14:04- on supply and demand in a specific market
- 14:08- that we look at by the different specialties.
- 14:10- And point of that is,
- 14:13- that we can have a good blend of,
- 14:16- right,
- 14:17- of retrospective review,
- 14:19- current state view, and also future projections.
- 14:22- Back to Eddie's point on access and
- 14:26- and the point on, network presence, right, footprint.
- 14:30- Do you have an access
- 14:32- problem now that needs to fix? And, you
- 14:34- know, if we look couple years down the
- 14:35- road as the population,
- 14:38- in in your market and and the right?
- 14:40- The patients that are visiting your system,
- 14:43- once that change, you know, as that changes,
- 14:46- are you well prepared
- 14:47- to meet the demand, right, where where they
- 14:49- are? And I think that will be an
- 14:51- important piece of the of the puzzle as
- 14:54- well.
- 14:55- Mhmm. An important point to highlight. Yu Chen,
- 14:58- thank you so much for closing us out.
- 14:59- And I wanna thank you both again for
- 15:01- making the time today.
- 15:02- Between your your deep work with providers and
- 15:05- in data and analytics in this space, I
- 15:07- feel like we we've left listeners with a
- 15:09- lot to think about here when it comes
- 15:11- to leakage and what data and analytics can
- 15:14- provide and what they can offer in terms
- 15:16- of change and progress. But, again, thank you
- 15:18- so much for making the time for Becker's
- 15:20- today. Thank you. It's been a pleasure. Yep.
- 15:22- Thank you very much.
- 15:24- And we'd also like to thank our podcast
- 15:26- sponsor for today, Deloitte.
- 15:28- Listeners, be sure to tune in to more
- 15:30- podcasts from Becker's by visiting our podcast page
- 15:32- at beckershospitalreview.com.
- 15:40- So what I'm really monitoring, and I've been
- 15:42- doing this over the course of the last
- 15:43- six to twelve months and will continue to
- 15:45- do that, is really the advancement in agentic
- 15:47- AI
- 15:48- and how that can potentially
- 15:50- help organizations in terms of care orchestration.
- 15:53- So as we look at other industries, they've
- 15:56- really done an excellent job in terms of
- 15:58- meeting the consumer where they are and making
- 16:00- it easy to do business.
- 16:02- Health care hasn't been able to do that
- 16:04- historically.
- 16:06- And what I'm trying to to do is
- 16:08- really create quick care orchestration platforms where you
- 16:13- meet the consumer where they are so they
- 16:15- understand how to navigate the health care ecosystem
- 16:18- so that it's easy for them to understand.
- 16:20- Okay. Where do I need to schedule an
- 16:23- appointment? How do I match,
- 16:26- capacity
- 16:27- to the referral? How do I make it
- 16:29- seamless to actually do business with
- 16:33- my
- 16:34- health care system.
- 16:35- And to the degree that we can make
- 16:37- it easy, it creates stickiness for the consumer.
- 16:40- So they actually wanna do business with that
- 16:42- particular organization, and they wanna stay within that
- 16:44- particular network.
- 16:46- And it's beneficial
- 16:48- to the system from a revenue perspective, but
- 16:50- it's also beneficial to the patient because the
- 16:52- care is actually coordinated,
- 16:54- and they actually ultimately end up getting better
- 16:56- outcomes as a result. So to the degree
- 16:59- that we can make it seamless, that we
- 17:00- can make it easy,
- 17:02- it's kind of a win win all the
- 17:03- way around.