[42.00:] Looking at the technology piece and really having conversations around — again — the opportunities in the future in terms of um, let’s say artificial intelligence. We’ve talked in the past you and I Nush, about the health care pyramid. You know from a population health perspective, which is one of your areas of expertise, So looking at how you keep people in the lowest part of the pyramid in that low cost bucket versus people with very chronic conditions at the top of the pyramid. So, really looking at the role of technology in health care, how do you see this pyramid starting to shift? How do we look at empowering people to maintain their health and keep them out of the risk categories of that pyramid?
You’re right, Lorien, we have talked about that. So, for those that are listening, the pyramid is such that at the bottom of the pyramid are those that are really fit, well and healthy and probably access health care services, you know, once in a year, um maybe just do their annual health check. They constitute around 50% of the population. The middle section of the population is those that have chronic conditions, either minor or major. And they are people who maybe have more instances of where they interact with health care. They might interact with broader than just their primary care physician. Um, you know, they might interact with specialist services, be it endocrinology, neurology. And then the top part of the pyramid, if we ignore the actual tip, which is about the one percent that are terminal, and the top part of the pyramid are people who major chronic disease sufferers, who might though poor management or other reasons end up in a hospital-based acute care environment once or several times in a year. So they’re the ones that need, you know, much more intensity of care. And you asked me how we manage them. So I think technology has a role to play across the entire pyramid. And I think more and more we are seeing that view of elderly people don’t use technology hugely challenged, and indeed elderly people being ever increasing in their adoption of new technology — be it, you know, Alexas in the home or Google Homes, to digital health apps and video consultation. So I think technology has a role to play across the entire pyramid and I say that for three reasons. We know that individuals want and seek providers that offer digital. More now than ever. That was in a recent Accenture report. It is for that booking, that scheduling, understanding of and accessing their own health records, medicines delivery services are ever more increasing, where people want to preorder or order medicines. Kind of like the Uber Eats for pharmacy. And people just want that connectivity and that convenience that technology brings. Rather than sit on a phone line and hold on and listen to a voice recorded message. If I can just log on to an app, and book or reschedule my appointment, how much more easier and convenient is it, you know, for me as an individual. So technology can play that role across the entire spectrum, offering digital capabilities so that people feel more involved in their health care. That it’s not an appointment sent to you, it’s an appointment you have chosen at a time that works for you, so to speak. I also think there’s a bigger role for technology at the bottom of the pyramid, in empowering people, using your words, Lorien, to look after their health, be it wearables or a digital health app, that encourages steps, or reminders, email reminders, whatever it is. The phenomenon of nudge behaviour to encourage positive healthy habit forming is huge. And what we can do in that healthy group to keep them healthy is encourage them to do their annual health checks, so they know proactively about conditions and their risk factors. Encourage them to do their 10,000 steps so they can reduce their cardiovascular risk. You know, encourage them to eat healthier foods so they lower their BMI and don’t necessarily render themselves susceptible to developing type 2 diabetes, for example. And that’s where you can help the lowest group. Through nudge behaviour, with that nudging coming from wearable technology, or a ring’s encouraging sleep or voice assistance in the house, digital health apps, prompts etc. You’ve got the middle group, which is slightly more challenging. Technology can help them, as well, in terms of behaviour change. It can also help them in terms of feeling that they have round-the-clock support. So there’s several type 2 diabetes apps, that provide a coach, and videos and webinars, and sessions that you can do in your home that then have a positive impact on your health outcome. And means that when you do go to see your specialist, they have access to all your results and your charts and they can see that you’ve made improvement because you’ve had a coach encouraging you to eat healthy outside of the clinic, so to speak. So I think technology can help them. And then you asked me about artificial intelligence. I think artificial intelligence critically or as I like to call it, augmented intelligence, because I think in health care, we’re at the place where we still need the human involved. It’s not fully machine driven and therefore not fully artificial. But that phenomenon of robotic process automation and augmented intelligence can really help the entire pyramid. And it helps the entire pyramid in terms of their access to health care. For example, if we can radiology scans read quicker so that those that are normal are filtered out at a quicker rate, and only those that flag on an AI solution will be looked at and deciphered by a human. Then think about the turnaround times in terms of you’re A&E visit, your imaging, your CT scans that you require either for a head injury or for query cancer. That’s a huge significant change to everyone on that pyramid for when they access health care. You’ve also got pathology services. Again, there’s a huge shortage of pathologists nearly globally, I think. Governments want to reach and achieve the 18-week cancer wait times but if you have a specimen taken from you and it’s not analysed for 16 weeks, you’re right up at the end of it, so to speak. So how can we automate pathology so that the slides are read by a machine, the machine detects abnormalities. Certain abnormalities the machine learns how to deal with it and produce a report but you know, the ones that are exceptions — as there always will be in health care — a human then goes and checks and reads. And the human overseas the entire process as well and the design of the machine-learning algorithms and the technology. Massive, massive impact to again everyone in that population health pyramid. And if you think about screening quicker, shorter waiting times, more convenience, better access, a better user journey. All of that fundamentally will affect the consumer of health care services, and provide a better experience that in the end improves their health outcomes. And not just again, from the objective, you got your health results quicker and you can get treatment quicker, but also psychologically. We’ve talked a lot about mental health on this podcast. Psychologically, if I’m waiting shorter times and my experience is less stressful and it’s less time away from work, away from my family, to get the decisions I need in health has a massive impact you know, not only on my mental health but also thinking about the six phases of well-being, or dimensions of well-being, you know my financial health. Because if I’m taking half the time off work to get my results and get to a better health care decision. That’s great for my income. And that’s great for my physical, mental and financial health. So I think that’s where the opportunity really is. Across the pyramid you have technology like AI that can really improve the experience for all. And then at each level you have solutions that can interject on that health care continuum and help to keep them in the bucket that they’re in, so they don’t, as you say, go up the pyramid.