The future of data in in collaboration among standards bodies (Rachel Dunscombe)
Faces of Digital HealthNovember 14, 2024

The future of data in in collaboration among standards bodies (Rachel Dunscombe)

This short discussion with Rachel Dunscombe, CEO of openEHR International Foundation, was recorded in Reading at the first openEHR Annual conference. Rachel Dunscombe discussed trends in data standards and the importance of structured data for the future development of AI.


Recap of the discussion:

  1. Historical Context and Progress in Data Standards:
  • Thirty years ago, the "Good European Healthcare Record" initiative aimed to create a standardized European healthcare record. How does it relate to EHDS and efforts for single patient records on European level.
  • Unlike the past, today's digital landscape and AI advancements underscore the importance of standardized, actionable data for remote care and patient self-management.
  1. Collaboration Among Standards Bodies:
  • Recent years have seen increased cooperation among standards organizations like FHIR, OpenEHR, and SNOMED, with a focus on complementing rather than duplicating efforts.
  • Standards bodies are now defining clearer roles and working together toward a unified goal of improving healthcare outcomes.
  1. Need for Practical Implementation and Governance:
  • Effective implementation of standards requires practical guides for healthcare systems, developed collaboratively by standards bodies.
  • Open, democratic communities with strong governance are essential to ensure diverse input and practical guidance for using standards effectively.
  1. AI and Data Quality:
  • Good data quality is foundational for effective AI in healthcare; without it, AI solutions cannot achieve optimal results.
  • Standards are crucial for creating "trustworthy" AI and have been discussed at forums like the United Nations, emphasizing the need for global alignment on data standards.
  1. Future Goals and Global Standards:
  • Continued development of clear, internationally recognized standards will support interoperability and innovation in healthcare, including AI-driven solutions.
  • Guidelines from standards bodies are anticipated to help healthcare systems apply data standards cohesively for population health benefits.
  1. Resources and Engagement:
  • The podcast "Faces of Digital Health" and its associated newsletter discuss these topics, offering updates on trends and insights in healthcare digitalization and standards.



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[00:00:00] Dear listeners, welcome to Faces of Digital Health, a podcast about digital health and how healthcare systems around the world adopt technology with me, Tjasa Zajc.

[00:00:12] Healthcare data standards are an ungrateful topic to discuss, at least for me.

[00:00:20] Those working in healthcare IT will get a headache or roll their eyes if you just mention interoperability or integration.

[00:00:29] A lot of hope was present in the healthcare industry when the fire was introduced and by many it was seen as a silver bullet to healthcare data interoperability problems.

[00:00:43] There are many different problems in healthcare for different purposes.

[00:00:51] For example, DICOM for medical imaging, OMOP for clinical trials and observations, FIRE for the exchange of data and also its predecessor HL7.

[00:01:05] There's SNOMED, which standardizes clinical terms for diseases, symptoms and procedures.

[00:01:12] And then there's also Open EHR, an open standard framework for creating, managing and exchanging electronic healthcare records on a very granular clinical level.

[00:01:25] At the first annual conference of Open Air International Foundation, I had a very brief chat with Rachel Dunskomp, the CEO of Open Air International,

[00:01:37] about how far we've come with data standards in the last 30 years and what we've learned from an initiative called Good European Healthcare Data,

[00:01:49] which was basically an initiative 30 years ago to create a European healthcare record.

[00:01:55] Enjoy the show and if you haven't yet, make sure to subscribe to the podcast wherever you listen to other shows as well.

[00:02:03] And if you haven't yet, check out our newsletter.

[00:02:05] You can find it at fodh.substack.com.

[00:02:09] That's fodh.substack.com.

[00:02:12] The September 2024 edition talked about why countries struggle with healthcare digitalization and digital transformation.

[00:02:22] In the past, we covered should we give up on digital therapeutics, different aspects of country healthcare digitalizations and trends such as AI.

[00:02:34] So go to fodh.substack.com.

[00:02:38] That's fodh.substack.com.

[00:02:43] Now let's dive in.

[00:03:00] Rachel, can I stop you for a second?

[00:03:03] Yeah, of course you can.

[00:03:04] Okay, awesome.

[00:03:06] I learned one very interesting thing among other things.

[00:03:11] Go on, tell me.

[00:03:11] Yesterday.

[00:03:12] So I didn't know that 30 years ago there was already this initiative about the good European healthcare record,

[00:03:21] which kind of sounds very similar to me to the joint European patient records that we're trying to work on now.

[00:03:27] Yeah.

[00:03:28] Why is history repeating itself?

[00:03:31] What's different today than it was then?

[00:03:33] Oh, so we're very different today.

[00:03:35] So 30 years ago, data was really for humans to read in letters or on a screen.

[00:03:39] But today we're in the age of kind of cognitive intelligence, AI and things like that.

[00:03:44] And so now we really understand the importance of data.

[00:03:47] And now we're in a position to do things like home-based pathways, remote pathways, patients doing self-care.

[00:03:52] Back in those days, we weren't ready for that.

[00:03:55] And so data wasn't so important.

[00:03:57] So it is really top of people's agenda now.

[00:04:00] Whereas back then, it didn't matter quite as much.

[00:04:03] All the hospital care was just done in the hospital, really.

[00:04:06] Do you think we've learned anything from that project?

[00:04:08] Because when we talk about the European health in the space, there's a lot of projects that kind of have led to this moment.

[00:04:14] So it's not like we're building everything from scratch since 2024.

[00:04:19] Yeah, I think we've learned a lot in the last 30 years.

[00:04:22] And there's a lot of lessons learned from doing things certain ways or what has or hasn't worked.

[00:04:27] And I feel that we have to learn as we go.

[00:04:30] So the last 30 years have been valuable.

[00:04:31] But actually, now that we're moving into this cognitive space, that's really important because it's actually pushing the agenda of data.

[00:04:39] The discussion here is obviously centered around data and data standards.

[00:04:44] And I think that in the last maybe two, three years, there's been less of this kind of battling debate around whether or not fire is better than open air.

[00:04:56] There's a lot more collaboration.

[00:04:57] So how do you see the discussions around data?

[00:05:01] And what are you missing in these discussions?

[00:05:03] So I think between the standards bodies, all of them, we have what we need.

[00:05:07] We just have to work out who does what.

[00:05:09] So for me, safe fire and open air, I've always run the two of them, right?

[00:05:12] They've always coexisted for me.

[00:05:14] And I think there was duplication.

[00:05:16] There was overlap to a degree in the past.

[00:05:18] But we're both deciding we're not going to do those overlap things.

[00:05:21] We're going to complement one another.

[00:05:22] The much bigger prize is getting health care right and saving lives and improving lives.

[00:05:27] And I think everyone is behind that now.

[00:05:29] I think the standards bodies have matured as well.

[00:05:32] And they understand what they're about.

[00:05:33] And they understand what their identity is.

[00:05:34] So for me, it really feels like a very opportune environment where everyone is working towards the same goals.

[00:05:40] Everyone's having really constructive discussions.

[00:05:42] So again, when standards bodies start, they have to find out who they are, what they're doing, what they're about.

[00:05:48] And now they know.

[00:05:49] And now they're ready to complement one another and work out what they do and what they don't do.

[00:05:53] So what do you think is the next step that needs to happen to drive progress forward?

[00:05:59] One thought that stood out most to me was when we talk about open standards and working together,

[00:06:06] this can't be possible if communities are siloed, similarly as data is siloed.

[00:06:12] Absolutely.

[00:06:13] Communities need to have a governance that will allow everybody to have a say.

[00:06:17] And that discourse of debate to happen and the right thing to come out from decision making.

[00:06:22] For me, we need those communities of practice.

[00:06:25] We need standards bodies to actually allow this to really be democratized.

[00:06:29] And the members to be able to decide what is going to move forward and what's important.

[00:06:34] And I think we're pretty good at that clinically with Open Air.

[00:06:37] That's one of our strengths.

[00:06:37] But I think we're all going to have to work together.

[00:06:41] My ideal outcome from this as a former CIO is like really practical how-to guides for on the ground.

[00:06:48] Yeah.

[00:06:48] A number of standards bodies, and you heard yesterday from SnowMed that were planning joint implementation guidance.

[00:06:53] We should be aiming for that from HL7.

[00:06:56] It's to say, OK, health system, this is how you can use the standards together to get the best outcome for your population.

[00:07:02] So I'm really delighted we're talking in those terms.

[00:07:04] OK. Who do you think can create those guidelines and kind of those that override showing governance?

[00:07:11] Does there need to be another organization that's going to connect them?

[00:07:15] No, not at all.

[00:07:16] So yesterday we heard from Don and I, and our teams have been talking about implementation guidance that we jointly publish,

[00:07:23] which is what it should be.

[00:07:25] It's the standards body saying this is how you can use these standards together to best effect.

[00:07:29] OK. I will definitely chase you on when those are ready.

[00:07:33] Hold me to account on this. That's good. I like it.

[00:07:37] You often get invited to talk about AI as well.

[00:07:40] Yeah.

[00:07:40] And good data is the prerequisite of good AI.

[00:07:44] Yeah.

[00:07:45] It's, as you like to say, AI is what it eats.

[00:07:48] It is what it eats. If it eats bad food, right, even the best AI is not going to perform.

[00:07:52] So one of the reasons I came to OpenEAR was having tried to implement AI and found, you know, the huge issues with data.

[00:07:59] So for me, I'm doing this because it's the foundation to the next generation of healthcare solutions.

[00:08:05] You were recently also in the United Nations talking about AI.

[00:08:10] Where, what do you see as the importance of discussions on that level?

[00:08:16] To which extent are these discussions too far from what's happening on the ground?

[00:08:20] So we need discussions at all levels.

[00:08:22] But unless we have international standards around some of these things, so I'll give you a simple example.

[00:08:27] The European food label for what's happening in an algorithm.

[00:08:30] That's something that we've talked about at CENT 251.

[00:08:33] And those things we need at either, say, European level or an international level.

[00:08:38] So talking at the UN about the common things we need globally, which are around standards, that's really important.

[00:08:44] Because the standard space is yet to fully develop.

[00:08:48] You've been listening to Faces of Digital Health, a proud member of the Health Podcast Network.

[00:08:54] If you enjoyed the show, do leave a rating or a review wherever you get your podcasts, subscribe to the show or follow us on LinkedIn.

[00:09:03] Additionally, check out our newsletter.

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[00:09:13] Stay tuned.

[00:09:16] Stay tuned.