Recessions are easy to forecast, so how can CEOs better prepare to weather the economic storm?

4 Minutes

‘A rising tide lifts all boats’ is an aphorism associated with the idea that good CEOs can drive business growth during the good times.  However, in my experience…

exceptional CEOs drive remarkable growth during economic downturns!

No matter what anyone tells you, recessions are easy to forecast.  It’s the severity of the recession that is difficult to predict.  One of the most watched charts in economics is the 10-year US treasury interest rates minus the 2-year US treasury interest rates (a.k.a. Yield Curve chart), which has a near-perfect record of forecasting recessions.  The yield chart is currently flashing a ‘code red’ highlighting a recession is highly likely within the next 12-18 months. However, it is not all doom and gloom!

Smart CEOs can leverage the yield curve date to ensure their businesses are fortified to weather the upcoming economic storm.  As shown on the chart, building financial and operational resistance should be a key priority of executives whilst the yield curve remains inverted!

What is yield curve inversion, and why does it matter?

To simplify… the chart shows the 10-year US treasury interest rates minus the 2-year US treasury interest rates.  In a normally functioning economy, the longer the bond maturity, the higher the interest rate (yield) demanded by investors.  Investors seek higher returns on longer maturing binds as risks become more difficult to anticipate the longer the term extends into the future.

However, when investors are worried about the economy, they get concerned with the ‘here and now’.  Therefore, investors demand higher interest rates on short-term maturities; hence, an inversion between the 10-year and the 2-year interest rates takes place.

An inversion occurs when the 10-year US treasury interest rate minus the 2-year US treasury interest rate falls below zero.

Pre-1990s, recessions were recorded whilst the yield curves were inverted (i.e. below the zero line). Post-1990s, all recessions were recorded after the yield curves straightened (post the initial inversion).

As of 6th January 2023, the yield inverted at -0.69.  This inversion is flashing a major warning signal! If history repeats again, there is likely to be a recession once the yield curve straightens again.

The question is… how deep will the recession be? That’s hard to forecast, but the current inversion rate is much deeper than what we’ve post-1990.  If the inversion continues to deepen similar to the early 1980s, we could potentially see a large recession following.

So what?

As highlighted on the chart, the best time to start a business transformation programme and build financial and operational resilience is when the yield curve is inverted and well BEFORE it straightens again (i.e. rises above the zero line).

CEOs and CFOs should utilise the yield curve chart to kick start or accelerate an existing business transformation programme, well before a recession arrives.

If you are interested in learning more, please get in touch

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drone healthcare technology

The accelerated adoption of drones in healthcare

30th June 2020

We explore how the 2020 coronavirus crisis has accelerated the use of drones in the delivery of healthcare.

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Drones in Healthcare

The commercial use of drones has steadily been gaining traction over the last decade.

The global market for medical drones was valued at USD $88.2 million in 2018. It is expected to witness 24.7% CAGR from 2019 to 2025. The UK market is anticipated to see even higher than 25% CAGR from 2019 to 2025. The global circumstances resulting from the coronavirus pandemic are likely to increase demand for unmanned aerial vehicles (UAVs) and drive the value of the drone market up even higher than forecast.

Drones have the potential to transform the delivery of healthcare. They have a large spectrum of medical uses that could be particularly valuable during this pandemic:

  • Search and Rescue: searching vast areas for people in need of rescue/help in any environment
  • Transport/Delivery: rapid delivery of medical supplies to rural areas between hospitals/labs or directly to the person in need
  • Medical Care: remote delivery of medical advice/care

Curzon Consulting drone medical uses

Despite wide potential applications in healthcare, the use of drones in practice has been fairly limited. Safety and security concerns have led to tight regulations on airspace. This makes it difficult to phase in drones for practical (rather than recreational) use. Drones have a bad reputation due to their potential abuse in breaching privacy, violating human rights and irresponsible use by hobbyists, particularly at airports. Consequently, only a small proportion of the potentially vast benefits offered by drones in healthcare have been realised.

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COVID-19 impact on drones in healthcare

The coronavirus crisis has acted as a catalyst for the adoption and acceptance of drones in healthcare. There are two main reasons for this:

  1. The need to deliver medical care/supplies quickly is more urgent
  2. Social distancing and quarantine measures have made remotely operated systems particularly valuable

As a result of coronavirus, how has drone use changed or adoption accelerated? We’ve included some examples below.

Dutch company Avy manufactures wing drones for use in urban healthcare logistics, rural delivery of supplies, and first response emergency services. Avy responded to the pandemic by exploring the use of wing drones to transport COVID-19 samples from small municipalities to labs in larger cities. This would help contain the virus and minimise risk of the virus spreading.

We spoke to Patrique Zaman, Founder of Avy, about the healthcare challenges that Avy is trying to overcome.

This is an example of a drone company, Manna Aero, that changed their focus from food delivery to medicine delivery during the pandemic.

The Irish start-up launched their drone delivery service earlier this year, with the aim of moving road-based food delivery into the skies. Manna Aero’s trial delivery of takeaways to college students in mid-March had to be halted due to the coronavirus lockdown, but this did not deter them from switching focus to help in the crisis. The company has instead been working with the Irish Health Service Executive to deliver medicines and other essential supplies such as break and milk to vulnerable people in the rural town of Moneygall. Local GPs write prescriptions after a video consultation, which the drones deliver directly to homes. This represents a first in Ireland. Manna Aero is equipped to handle up to 100 deliveries a day, and hopes to bring trials to the UK soon.

The UK’s lockdown in 2020 triggered the government to grant permission for a UAV to deliver medical supplies across the Solent to a hospital on the Isle of Wight. This is part of a UK government project to develop a system allowing manned and unmanned aircraft to operate in the same airspace.

The UAV, developed by the University of Southampton and funded by the start-up Windracers, was given permission to fly as part of the British government’s Covid-19 response. It has a range of 1,000km and can carry up to 100kg.

Compared to the more traditional ferry, this novel approach allows faster, more frequent, and more reliable delivery of medical supplies.

The Covid-19 response has triggered a partnership between the drone delivery provider Skyports and Thales to trial the delivery of medical supplies.

The two-week pilot is backed by NHS Highland, and Argyll and Bute Council, with drones supplied by unmanned aircraft-maker Wingcopter. The delivery service will be based in Oban. It aims to ensure that isolated communities on the Isle of Mull (16km away) have access to COVID-19 tests and sufficient personal protective equipment (PPE).

This trial is a crucial milestone for unmanned aviation in the UK. It was granted as an exception to current rules by the Civil Aviation Authority.

Zipline is a US drone company that delivers supplies to rural communities in Rwanda and Ghana. In order to support the Covid-19 response in Africa, Zipline changed its focus to using drones to provide clinics with PPE and coronavirus test samples. The lightweight drones deliver to clinics up to 85km away. There are plans to use the drones to deliver supplies directly to the elderly and vulnerable who need to self-isolate.

Zipline CEO Keller Rinaudo thinks that drone deliveries could play a vital role both during the current crisis and in the coming months and years.

The Chinese government has been proactive in piloting ways to incorporate drones into their response to the coronavirus.

Drones originally designed to spray pesticides have been adapted to spray disinfecting chemicals in public spaces. Testing the use of drones to deliver of medical samples began in February, with over 20 flights per day at peak operation in Zhejiang Province. Consumer delivery of essential items has also been trialled, with e-commerce company JD developing a drone team to deliver to Anxin’s semi-isolated islands.

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Future outlook

The unprecedented circumstances brought about by Covid-19 have kick-started the use of drones in new and exciting ways, but we are only scratching the surface of their full potential.

To progress, we need to learn from this pandemic and make changes that will ultimately lead to a better healthcare experience. Rather than relying on experimentation, we should pre-plan how drones can be used during disease outbreaks and make appropriate investments. Drones need to be integrated into planned health responses. In addition, coordination between the public and private sector will be crucial to overcome regulation by civil aviation authorities.

It is obvious that drones have a big role to play in the delivery of healthcare. The route to unlocking their true potential will offer exciting and rewarding opportunities in the future.

How Curzon can help

Curzon Consulting help with strategy and digital transformation. We have experience working in collaboration with companies to embed technology into their organisation. Curzon can:

  • Conduct feasibility studies
  • Build a business case and commercial offering
  • Design the most appropriate operating model and integration plan
  • Conduct a technical requirement assessment

Get in touch to find out how we can help or arrange a free virtual meeting with our Healthcare partner, Chetan Trivedi.

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Precision medicine - using data to prevent heart disease and stroke

26th June 2020

Curzon Healthcare Lead Chetan Trivedi in conversation with Dr Rameen Shakur MD PhD (Cantab), Massachusetts Institute of Technology, Boston. We explore precision medicine, the importance of a patient centric approach to data and how medical technology is improving healthcare accessibility.

Rameen is the founder of Cambridge Heartwear and the Jansen Fellow for Cardiology and precision medicine at Massachusetts Institute of Technology (MIT). This interview was not sponsored. All views are Dr Rameen Shakur’s and not that of MIT.

Watch a highlight of our conversation below

precision medicine

Precision medicine and technology

Precision medicine refers to the tailoring of medical treatment to the individual characteristics of each patient.

Precision medicine does not mean the creation of drugs or medical devices that are unique to a patient, but rather the ability to sub-classify individuals into populations that differ in their susceptibility to a particular disease. And for that to occur, Rameen argues we need “not just the therapeutic arm, the diagnostic arm, but also the analytical arm to all intermingle in one.”

Rameen is the founder of Cambridge Heartwear, a medical technology and AI device manufacturer. Through novel engineering, Rameen and his colleagues at University of Cambridge fused diagnostics, and real-time delivery of data and analytics. Cambridge Heartwear aims to reduce the impact of strokes by detecting irregular heart rhythms in real-time through a pairing monitoring device and artificial intelligence algorithms. This real-time wearable ECG (electrocardiogram) device has cut the diagnosis and treatment process down from three weeks to days. Rameen explains it is also a means to measure our physiology in more granularity.

Part of Cambridge Heartwear’s goal is more integrated healthcare across primary, secondary and tertiary care. Rameen explains “once you deal with that whole process of how to manage a system to amalgamate all of those together, then you make a real inroad into what we want to call precision medicine.”

Similar to many technology companies, such as HP and Apple, Rameen built the first prototype in a shed in his back garden.

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Patient centric design

What makes Cambridge Heartwear disruptive is the focus on the patient. Throughout the design process, Rameen is “very patient centric”.

This carries through to the availability and ownership of data. “It’s patient centric because if we want to get to a view of precision medicine, you have to give access to people for that data. The point is it is their data. It is their own right to actually have that data, access that data and do as they please with that data.” From the patient perspective it is a means for them to obtain specific data related to the cardiovascular system for the first time, namely the whole electricity of the heart when they’re moving around. Consequently, access to this data enables people to have an informed conversation with physicians on treatment modalities.

This focus on the patient not only applies to data but the design of the wearable itself “We wanted a wearable that would be ergonomic”. The design encompassed:

  • Real-time data and analytics transmission from patient to physician across the world
  • Patient experience – “we wanted a system where you can go about your daily business”

Historically many medical technology companies have adopted a male-centric approach to data and design. Rameen was mindful of gender bias in his medical technology design, stating

“the whole design was done for the anatomical differences between males and females.”

Accessibility for all is at the heart of what Rameen’s trying to achieve. He believes that coronavirus has affected healthcare by firstly highlighting the health inequalities that exist in society and secondly adopting technology to break down those barriers. “who has access has power is no longer the statement that we want to hear”. The COVID-19 pandemic has also highlighted the important role of technology to deliver information from patients’ homes to hospitals and physicians.

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The future of precision medicine

We ask Dr Rameen what precision medicine could look like in the next 30 years.

“Precision medicine I hope will garner a lot of technology, innovation and discovery. In our lab, for example, we are teasing out for the first time methodologies for risk stratification for patients who may have had the genetic test.

We are getting more and more nuanced in the way we collect data. Previously, for example when we talked about disease associations, we referred to a particular subpopulation, a particular racial population… For a complete picture, one needs to know and have a whole profile of different technologies that are applicable across the board, across society. I believe what we need to do is to bring that back to society and say, let’s talk about it in the context of the population of our global population.”

I believe we will likely see more integration of digital technology with the biotech fields… I hope to see more of this sort of collaboration where novel engineering comes head to head with medical technology processes, whereby the actual information is now being stored in biological systems, having a discourse with physicians at a much more accessible point. And I think this concept which has started to happen

“It’s a very exciting time within the next five to 10 years, we’re seeing a lots of big changes”.

The concepts of portability and real time data are “something that we are very proud to work on and something that’s also of interest to us as we move to our next phase of humanity into space.” Indeed, the emergence of space travel tourism launches an opportunity to observe medical data and physiology outside of the earth’s atmosphere.

But one thing’s for certain, the aim of medical technology is not to replace humans.

“I think one of the key points about technology is we have to get away from just being a tech company. You are a human company, which is dealing with humans and for the survival of patients, we need to have all in our armoury. So I make no apology to say that we would never want to replace the physician, but rather to make that whole process a lot easier and less journey as for all involved.”

An important time for innovation in the UK

Rameen is proud of the work that UK engineers and manufacturers are doing right now. He believes that as a country

“we are very strong in artificial intelligence. We may not have previously been very vocal about that, but the proof is in the pudding. And I’m glad to say a lot of people are having the puddings!”

Contact us for more information or submit a request for proposal to our healthcare consulting team

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Mental health and COVID-19: a clinician's perspective

1 Minutes

The global COVID-19 pandemic has highlighted new and existing challenges around mental health care. One in four adults experience mental illness, (NHS England) and many more of us know and care for people who do. For many, the COVID-19 pandemic has created anxiety which is a normal response to uncertainty (WHO, 2020).

In his latest conversation, Chetan Trivedi discuss the impact of coronavirus on mental health with Dr Tarun Gupta, a General Practitioner and Occupational Health Physician based in the UK.

The impact of coronavirus on mental health

In our first video interview we explored the impact of COVID-19 on mental health. Dr. Gupta shared examples of what he is witnessing on the ground.

The impact of technology on mental health

In our second short video we discuss the impact of technology in healthcare generally, how technology plays a role in supporting patients with mental health conditions, and some of the limitations of technology.

Prevention, assessment and treatment

In our final segment, Dr. Gupta answers the question… if he was appointed Mental Health Tsar, how would he address mental health care in the UK?

Useful resources

Contact Chetan

Contact us for more information or submit a request for proposal to our healthcare consulting team

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online medicine delivery

Pharmacy Disruption: an interview with Zottii

30th April 202013 Minutes

Taz Sheikh is CEO of medicine delivery start-up Zottii. He talks to Curzon Consulting about pharmacy disruption, the impact of COVID-19 and future of pharmacies.

The gap in medicine delivery models for retail pharmacies has been exacerbated by Coronavirus, increased demand and changing customer expectations.

Interview with Taz Sheikh, CEO of Zottii

We live in a day and age where we can get almost anything delivered on demand and on the same day, whether it be items on Amazon, to your groceries to take-away food or taxis. So you’d think the same will be the case when it comes to prescription medicines, but sadly is not. So in early 2019, I set about looking at ways to change that.

I really thought that there’s got to be a better way a better experience for me as a potential patient, for doctors and for the whole healthcare system as a whole.

And hence I decided to create Zottii.

Challenges in retail pharmacy

  1. It’s behind the times. And it’s not really set up for those people who need their medications in a hurry, or who physically cannot get to a pharmacy

  2. It’s inconvenient. You know we all live very busy lives today. So find the time to visit a pharmacy, it’s not ideal, you know, particularly if you’re a busy working professional like yourselves, or you’re a single parent or you’re, you have young children

  3. The biggest problem right now within retail pharmacies is the out-of-stock situation, it’s common for pharmacies to be out-of-stock of your particular medication 40% of the time. Most do not have the appropriate inventory systems to ensure a continuous supply of the right medications

  4. This out-of-stock situation leads to something what we called poor drug compliance. And the inability of people being able to get their medications when they need which often leads them to not actually taking their medications at all. And this potentially causes further problems, not only for the patient, but also for the whole healthcare system as a whole as delayed treatment ultimately does result in worse outcomes.

  5. Most pharmacies are just not set up to offer on-demand or same day delivery, and those that do somehow offer that service, quite often it’s complicated as it involves third party couriers, and it can be quite costly. The current suite of online pharmacies use the Royal Mail [UK’s postal service], which often means patients have to wait 2-5 days to receive their medications

  6. [Retail pharmacies] are really designed to get people to the door because they’re selling makeup shower gels, toiletries. And most shelves are used up to stock those particular items. And if you actually look at their actual dispensary of prescription medicines, often is a very small space, they don’t always have the space to stock all the inventory

Benefits of online medicine delivery

Opportunity for pharmacy disruption

If new disruptors do not come into this sector and use technology to be able to streamline the whole process it will create more of a burden in the future, not only for patients and for doctors but for the whole healthcare system as a whole.

You’ve had many people look at the front end of healthcare, the likes of these very prominent video consultation platforms. Some of these platforms use AI technology but sometimes people forget about the most crucial element, you still need to get the medicines that are being prescribed into the patient’s hands. It doesn’t matter how many remote consultation platforms you have out there. If people are still not getting their medicines it means nothing.

Evolving customer expectations

We want to bring pharmacy as it is into the current time and we wanted to be a service that’s more aligned with consumer expectations today, as in getting your medications delivered on demand on the same day to a time and place or location that suits you.

The other thing is that we’re trying to make it more convenient.

Ultimately, our service is really designed to help those who need the service get their medications in a timely fashion. Whether you be elderly, single parent, busy working professional, or whether you be someone who’s incredibly tech savvy.

We’re already seeing a younger generation who are basically choosing healthcare on their own terms. They’re using services like video consultations, or chat enabled AI systems. All those systems lend themselves very well to a delivery service such as what we’re offering. It’s completely plausible to expect to have your medications delivered to your home if you’re having a video consultation with your doctor at home.

Predictive software

The reason we are also trying to avoid that no-stock situation is because we’re employing certain types of predictive inventory software and we’re looking at the data around what medications are most consumed. And we also look at the most commonly prescribed drugs of a doctor who uses our service to always ensure that we have an adequate supply.

Faster treatment

By offering free same day delivery, often within one to three hours, we’re quite setup for those people who’ve got time critical care needs. We’re helping people get treated faster, which results in better drug compliance, which results in better medicine adherence.

Continuity of care

Doctors love the service because not only can they send their prescription to us electronically but they also are notified the moment deliveries made so from a continuity of care point of view. And it’s also a value added service for them because as it stands today there’s a detachment from pharmacy and doctor.

Your doctor doesn’t know the challenges that you’re going to face as a patient to try to get your medication. They don’t even know necessarily if you’re going to take your medication because of the fact that you can’t get it, but with a service like AWS they have the comfort knowing that we’ve received their prescription.

Impact of COVID-19

The Coronavirus pandemic has seen the acceleration of digital transformation for many industries, including pharmacy disruption. We discuss the long term impact of the change in behaviour and customer expectations exacerbated by COVID-19.

Increase in demand

The demand for our services absolutely has gone through the roof.

We were originally delivering in (London) zones one to four. We have now stretched out to zones one to six.

Change in operations

What I’ve noticed over the past few weeks with the current COVID-19 lockdown is that a number of the pharmaceutical wholesalers have had to really streamline their delivery services.

Our delivery drivers have obviously had to change the way they operate and work within this current lockdown situation. We’ve had to focus purely on online payments.

Change in mindset

People don’t want to go out and pick up the medicine because they don’t want to risk exposing themselves to other people. And if anything, this whole pandemic really hits home two key things:

  1. Sick people shouldn’t have to go to the pharmacy. When you’re unwell you can get anything else delivered to your home… Why should you not get your medicines delivered to you?
  2. Sick people shouldn’t be going out in public: They shouldn’t be going to the pharmacy risking exposure to the pharmacist, they shouldn’t be using public transportation risking exposure to other people. They should stay at home and let services, such as Zotti or similar, come and deliver their medicines to them at home.

Future of Pharmacies

The role of robotics

By the year 2050 the majority of dispensaries will have some form of robotic dispensing capability because:

  • they can operate 24/7
  • they can be linked to whatever system they need to be. They can be linked directly to a doctor’s prescribing platform
  •  the use of AI technology can also be in place to minimise any mistakes doctors may make

I think it’s a given pharmacy of the future will be more tech enabled, it will be more integrated and they will be a logistics element attached to the end of it.

The value chain

In terms of the whole ecosystem, I think a more integrated and more thorough pharmacy element is definitely required, certainly in terms of dealing with not only primary care patients but secondary care patients as well. A service such as what we offer does not have to be just focused on prescription medication. We could also be delivering Over the Counter (OTC) products and other products you would typically get in the pharmacy. We already know what the most popular Stock Keeping Units (SKUs) are within the pharmacy. And if you’re delivering medications to a particular individual, why not also deliver the other types of products that they would traditionally get from their pharmacy?

Pharmacists of the future

I think the reality is that there will always be a place for pharmacists… technology will not completely replace the need for a superintendent pharmacist.

But I think the question is who will they work for. There certainly will be in the future options to work for some of these technology disruptors within this space or the ability to embrace technology in their own pharmacy.

I think the industry as a whole needs to give more powers to pharmacists. We’re already seeing more and more pharmacists, with the ability to prescribe. And I think that will start to increase.

Is retail pharmacy ready for disruption?

Curzon Consulting helps organisations with digital strategy and transformation. If you would like to discuss how a multi-channel strategy could be implemented into your current business model, get in touch.

Contact Chetan

Contact us for more information or submit a request for proposal to our healthcare consulting team

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airport automation

Touchless Travel: automation in airports post COVID-19

28th April 20201 Minutes

Automation in airports may enable touchless travel. The global COVID-19 pandemic has caused widespread disruption around the world and brought with it a lot of uncertainty. The response from many healthcare systems and technology companies highlights the increased adoption of digital tools and innovative solutions.

Curzon Consulting Partner Chetan Trivedi interviews innovators in the UK healthcare sector. In his latest conversation, Chetan explores automation in airports post COVID-19.

Bob Kwik, Director Europe at Elenium Automation, a passenger experience company focused on improving the journey using automation and technology.

The company is also working with hospitals to roll-out self-service triage solutions. Etihad Airways recently announced that it plans to partner with Elenium Automation to trial new technology which allows self-service devices at airports. The technology will be used to help identify travellers with medical conditions, potentially including the early stages of COVID-19. Etihad will initially trial the monitoring technology at its hub airport in Abu Dhabi in May and June 2020. 

Get in touch to discuss how digital strategy and transformation can be applied in your organisation.

Contact Chetan

Contact us for more information or submit a request for proposal to our healthcare consulting team

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healthcare virtual care

Virtual Care: delivering healthcare in the new reality

30th March 202011 Minutes

The global COVID-19 pandemic has caused widespread disruption around the world and brought with it a lot of uncertainty. The response from many healthcare systems is showing the increased adoption of digital tools and innovative solutions.

Whilst Virtual Care services are nothing new, the COVID-19 pandemic has pushed Virtual Care solutions like Telehealth to the top of the healthcare agenda. In order to deal with increased demand for healthcare services, governments around the world have pushed through regulatory changes to allow the widespread use of Virtual Care models. These Virtual Care platforms are an indispensable tool in an environment where health systems try to keep up supply (clinical assessments and triage) with demand (patients).

In a post COVID-19 world, care delivery models around the world will be transformed and there will be widespread adoption of Virtual Care models in virtually every healthcare setting. This is part of a wider digital transformation agenda in healthcare. Care that used to take place exclusively in physical settings (e.g Doctor’s office) can now take place digitally. Every healthcare organisation (payors, hospitals, life sciences, pharma, medical devices etc.) across the entire value chain (prevention, primary care, secondary care, tertiary care, social care, palliative care, etc.) are exploring a variety of virtual care models, many of which are enabled by telehealth technology.

Hospitals are already using Virtual Care to improve accessibility, availability and affordability of care. As demands for healthcare services increase, driven by an aging population requiring more complex care, Virtual Care offers a smart way to leverage finite healthcare resources.

Virtual Care and digital healthcare enable a model of care that is more affordable and integrated into patients’ lives. Consumer behaviour is also shifting. As Dr. Eric Topol describes in his book titled The Patient Will See You Now, patients seek to access healthcare on their own terms (time and place).

Hospitals and health systems that take a proactive approach towards Virtual Care will be well-positioned to meet patient demands in the future.

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Definitions

Virtual care is comprised of four categories:

Real-time interaction with the most appropriate clinical team to support patient requiring immediate advice. Post virtual triage, a follow face-to-face consultation with the most appropriate clinician team (doctor, nurse, pharmacist, etc.) can take place.

Modern information and communication technologies, data such as bio-signals or medical images can be acquired from the patient and then stored or sent to the specialist when needed. The field of Pathology, Radiology, and Dermatology are those using such services already. For example, with a shortage of Radiologists in certain countries, scans can be read and reported on by specialists remotely. If Artificial Intelligence (AI) is layered on top, certain scans can be read by AI to act as a “second pair of eyes” to human reads.

Uses a range of technological devices in order to remotely monitor clinical signs and health of a patient. Remote monitoring is extensively used in the management of chronic diseases such as asthma, diabetes mellitus, and cardiovascular disease.

According to the Centers for Disease Control and Prevention, 6 in 10 adult Americans live with at least one chronic disease and 4 in 10 adults live with two or more chronic diseases. Among the benefits of virtual care include greater patient satisfaction, more frequent monitoring, and cost effectiveness.

There is a strong tendency that patients are involving more in monitoring their own health through the use of smartphone applications and wearable devices designed to help them track and improve various health indicators.

According to Statista, there are 3.2 billion smart phone users out of a total population of 7.7 billion people around the world. This information and these devices can be also used by policymakers, practitioners, and leaders in the medical and health care industry in order to identify and act on health trends, inform treatment decisions, and even provide outgoing communication to the public.

Such solutions can also deliver basic care to parts of the population living in remote locations. For example, nutrition advice can be provided remotely to pregnant women and/or mothers with young children in small villages with virtually no access to care, but may have access to mobile technology.

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“Use” cases

By increasing access points and redistributing expertise where it’s needed, Virtual Care can address disparities and improve outcomes. Virtual Care platforms can be used to provide a range of services such as, but not limited to:

Primary Care

  • Chronic care management, recording vital signs through home-monitoring systems and sending alerts to clinicians when readings fall out of the normal range.
  • Pharmacy services, including medication review and prescription verification, for patients with chronic diseases such as diabetes, hypertension, etc.
  • Diagnostic screening for diabetes-related eye disease, increasing the number of diabetes patients who receive eye exams to help prevent blindness.
  • Sleep disorders, monitoring patients with sleep apnoea for sleep patterns, body positions and breathing.
  • Tele-psychiatry, assisting patients in need of behavioural health services.
  • Tele-physiotherapy, assisting patients with physiotherapy sessions remotely.

Acute/Hyper-Acute

  • Tele-stroke services, creating access to the limited supply of stroke neurologists and targeted use of therapies that preserve brain function and save lives. Tele-stroke services can also help facilitate a “hub and spoke” model, where a hyper-acuity stroke unit can provide remote support to a stroke centre.
  • Tele-ICU tools, providing 24-hour intensive support to deliver optimal local care to the most acute patients. ICU beds can all be monitored from one, central control room anywhere in the world.
  • Pre & Post Op Consultations, ensuring more efficient use of resources across the health system where a physical exam on the day is not required. For example, a patient scheduled for a cardiac ablation procedure can be consulted remotely prior to the procedure, once certain tests have been performed in advance.
  • Post-surgical recovery, allowing patients to self-manage recovery process with support from clinical teams as needed remotely. Sophisticated solutions can also include apps to capture progressive pain scores, wound images, etc. so that clinical teams can monitor recovery remotely.

tablet healthcare

Adoption Challenges

There are some barriers to expanding access to care through Virtual Care. The eight most significant barriers are:

  1. The lack of leadership and organisational commitment to develop an overarching strategy and integrate care delivery within the clinical pathway (e.g. pre and post op consultation)
  2. Inadequate clinical engagement and readiness without consideration of user (clinicians and patients) experience and workflows
  3. Restrictions on how Virtual Care services are reimbursed
  4. Licensure laws and regulations that limit the ability to provide Virtual Care services across multiple jurisdictions (i.e. from one state to another within the US)
  5. The lack of “connectivity” or adequate internet services in some areas to support Virtual Care
  6. Decentralised departmental solutions and pilot programs without governance structure and dedicated management and potentially competing propositions
  7. The high cost of technologies and infrastructure and a lack of funding
  8. Evolving measures of success and key performance indicators hampering scaled platforms

As a result of COVID-19, many of these hurdles are being taken down rapidly to help drive quicker adoption of Virtual Care services.

virtual care

Key Success Factors

How do hospitals and health systems begin to harness the benefits of Virtual Care?

Virtual Care is not about technology. Technology is simply an enabler! It starts with culture—and culture starts with the Board and Executive Management team. The governing board and senior management can ignite cultural change with a vision statement that embraces virtual care as an extension of what the hospital or health system already does, rather than as something new or different.

Successful hospital and health system Virtual Care programs require discerning technology choices and critical vendor selection. Success also demands uncomfortable cultural changes and the right executive to create a comprehensive virtual care delivery system for patients.

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healthcare perfect storm

Healthcare change: a perfect storm is brewing

11th November 20196 Minutes

Curzon Consulting Healthcare lead, Chetan Trivedi, argues that a perfect storm is approaching in Healthcare, and it’s been brewing for a while…

On one hand, we are seeing an ageing population, with growing multiple comorbidities, requiring more complex care. On the other hand, according to the International Monetary Fund (IMF), in 2017, global debt had reached an all-time high of $184 trillion in nominal terms, the equivalent of 225 percent of GDP.

In order to “move the needle”, Healthcare systems need to radically move away from “tinkering round the edges”, and instead, focus on delivering transformative change (focusing on prevention, implementing new care delivery models enabled by technology, better triaging and stratifying patients to determine best intervention point (hospital, community, home, etc.), leveraging appropriate skills set to treat patient (physician versus pharmacists versus nurse, etc.).

Some of the choices may not be popular, but if left unchecked, on the current trajectory, we will leave the future generation with a formidable challenge.

So, what are the 10 factors generating the perfect storm in healthcare?

1. Economic headwinds

Unprecedented level of total global debt-to-GDP (225%)* during peace time. Simply printing more money, creating more debt or throwing more funds at an outdated healthcare system is not going to help. Health systems need to improve quality and reduce cost-per-capita quickly. Focus on evidence-based disease prevention is key.

*Global debt has reached an all-time high of $184 trillion in nominal terms, the equivalent of 225 percent of GDP in 2017. On average, the world’s debt now exceeds $86,000 in per capita terms, which is more than 2½ times the average income per-capita. International Monetary Fund, 2019

2. Demographic time-bomb

An aging population with multiple comorbidities is requiring more complex care, so healthcare patients need to be better triaged and stratified to determine the best intervention point (hospital, community, home, etc.). The global population aged >60 years numbered 962 million in 2017, more than twice as large as it was in 1980. This figure is expected to double by 2050.**

**United Nations

3. Disease burden proliferation

We are seeing an increased prevalence of long-term chronic conditions such as hypertension and Type 2 diabetes. These are likely to add pressure on primary and secondary care organisations. Healthcare systems need to radically re-think “healthcare” with a greater focus on prevention and alternative care models such as community, home; GP vs. Pharmacist vs. Nurse.

4. Capacity constraints

The overcrowding of hospitals and emergency departments by patients who can been seen outside of the acute setting are causing delays for patients with higher levels of acuity to be seen earlier. Healthcare patients need to be better educated, triaged and stratified to determine the best intervention point (hospital, community, home, etc.).

5. Regulatory changes

Regulators are increasingly playing catch up with a fast paced, rapidly evolving healthcare sector, particularly with respect to innovation and technology. Commissioners are also pushing for greater cost transparency across the entire healthcare sector (i.e. hospital and drug pricing in the US, diagnostic and drug pricing in India, etc.)

6. Technology disruption

Rapid advancements in Artificial Intelligence (AI), Blockchain, Genomics, Telehealth, Remote Monitoring technologies and customised medicines are allowing clinicians to deliver precision healthcare, whilst improving patient experience and lowering cost. Innovation promises to deliver speed, quality and productivity at scale and lower cost.

7. Patient expectations

Consumer expectations are rapidly rising. Younger patients are increasingly seeking to access care on their terms. The Patient-Doctor relationship is being transformed (“The Patient Will See You Now”***). Older patients are expecting far greater quality of life until much later in life, placing a major strain on healthcare systems such as orthopaedics and physiotherapy.

***The Patient Will See You Now, authored by American cardiologist, geneticist, and digital medicine researcher, Eric Topol

8. Healthcare model transformation

There is increasing pressure to develop high quality, less-expensive alternatives to traditional hospital care models. Increasing focus on delivering care in the community and patient’s home. Move towards Integrated Care, Value Based Outcome, etc. models to drive convenience, improved quality and aligned incentives (payers vs. provider).

9. Challenging treatment protocols

Pressure from patients and clinicians to challenge existing disease treatment protocols. For example, healthcare patients with long term chronic conditions such as type 2 diabetes experimenting with low-carb diets to stop and reverse disease. Focus on prevention through life style changes.

10. Healthcare data explosion

An exponential increase in electronic data is being generated across the Healthcare continuum. AI and connected medical devices will take data generation and storage requirements to a scale not seen before. Securing all this data (on potentially a Blockchain) will be a leading priority for all stakeholders across healthcare.

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home dialysis

Patient experience: the case for home dialysis

1st November 20196 Minutes

We have just completed a major assessment of hospital, satellite and home dialysis delivery models.

Home dialysis: a cost effective solution that improves quality of life

We reviewed the efficacy and cost models associated with hospital, satellite and home dialysis models in multiple countries. In conclusion, whilst it’s not a one size fits all solution, home dialysis is a clear winner for the majority of people on dialysis.

Not only is a home dialysis solution 30-60% more cost effective over hospital and satellite models, it allows patients to perform dialysis in the comfort of their own home, significantly improving quality of life. No longer do patients have to visit a hospital or satellite centre 3 times per week/4-5 hours a session (incl. avg. commute time).

In addition, patients at home can perform nocturnal dialysis, which allows them to maintain a normal working life, which it itself results in wider benefits to the individual and society.

What is Chronic Kidney Disease?

  • There are 5 stages of Chronic Kidney Disease (CKD). Stage 5 is classified as end stage renal disease and is when a patient requires renal replacement therapy (transplant or dialysis)
  • The Glomerular Filtration Rate (GFR) measures the amount of blood that passes through the tiny filters (glomeruli) in the kidneys, each minute
  • The National Service Framework for Renal Services defies normal renal function as estimated GFR = />90 ml/min/1,73M2
  • As Chronic Kidney disease (CKD) progresses the GFR falls
  • Patients in ESRD have three treatment options:
    1) Conservative Treatment – manage symptoms of kidney failure via lifestyle changes
    2) Dialysis Treatment – conduct haemodialysis or peritoneal dialysis
    3) Kidney Transplant – replace kidney; more cost effective over 10 years than dialysis, but shortage of donors, means dialysis segment will grow
  • Patients who commence dialysis can have their treatment at a hospital, satellite (standalone clinic) or home
  • Haemodialysis and Peritoneal dialysis have similar long-term survival rates

curzon consulting chronic kidney disease analysis

How prevalent is Chronic Kidney Disease in England?

  • In England, there are an estimated 2.8m diagnosed and undiagnosed people (6.1%) of the population (>16 years old) that are thought to have CKD (Stage 3-5).
  • In 2018, total population in England was ~56m, of which, >16 years old accounted for 45.4m (81%)
  • CKD affects ~2.8m people over the age of 16. An estimated ~60,000 patients have End-Stage Renal Disease (ESRD), of which, ~30,000 are on dialysis
  • Prevalence rates are rising, largely due to better detection (2.4% in 2007, 4.3% in 2010 and 6.1% in 2017), poor nutrition and lifestyles, which is likely to cause pressure on health budgets
  • Prevalence of chronic kidney disease stage 3-5 is expected to increase to 3.2m people by 2021 and 4.2m by 2036
  • There are ~40,000 premature deaths every year due to chronic kidney disease (that’s enough people to fill the Royal Albert Hall nine times over)
  • Chronic kidney disease diminished quality of life for many people and represents a significant financial burden on the NHS
  • Black, Asian and minority ethnic communities are five times more likely to develop chronic kidney disease than other groups

What are the costs of Chronic Kidney Disease in England?

  • NHS England spends £1.7bn per annum on CKD (more than the combined £1.4bn cost to treat breast, lung, colon and skin cancer)
  • Patients with CKD are likely to develop other health conditions, namely Hypertension, Stroke and/or Myocardial Infarction, resulting in adjacent costs in other non renal areas
  • Mean annual direct cost of Dialysis care per patient is estimated to be £577m/30,000 = £19,233
  • Full reimbursement by NHS and free at point of care

curzon consulting chronic kidney disease cost analysis

Source: Public Health England, CKD Prevalence Estimates published in 2014; Chronic Kidney Disease in England – The Human and Financial Cost; Curzon Consulting analysis

Annual dialysis cost by modality (hospital, satellite and home)

Home dialysis solution is not for all patients. Based on our analysis, when home dialysis is utilised, it can cost up to 40-60% lower than dialysis performed in hospitals and 30-40% lower when compared with satellite clinics

The total annual cost of delivering APD and CAPD is substantially lower than that for HD.

Studies in Belgium, Canada, France, Germany, Italy, Japan, Netherlands, Spain, Sweden, Switzerland, UK and USA also found home-based modalities to be more cost effective.

In some countries, two patients can be treated on CAPD versus HD.

Despite overwhelming clinical and commercial evidence, home-based dialysis remains a small segment.

Payment models drive perverse incentives and therefore influence modality selection.

Find out how we can help you to design and implement this solution

If you’d like to learn how to design and implement an evidence-based home dialysis proposition, which can significantly reduce cost and transform patient quality of life, please get in touch.

Contact Chetan

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Mobile stroke units - a stroke management study

17th October 20197 Minutes

Curzon Healthcare lead Chetan Trivedi has just completed an extensive study of Mobile Stroke Units (MSUs) in Australia, Argentina, Canada, Germany, Norway and the United States of America.

Our study included a detailed review of the efficacy of stroke management solutions, including the impact on economic and social costs downstream. We have also performed a detailed assessment of people, process and technology required to implement such solutions in other countries. Whilst our example shared below is focused on the UAE, a MSU can be implemented by any health system.

By adopting a Mobile Stroke Unit model, a health system can increase stroke survival rates, reduce disabilities and optimise the associated economic and social cost of care for stroke survivors through drastically decreasing “alarm-to-scan” and “scan-to-treatment” times.

Given our extensive intellectual capital (research and analysis) on the topic, we are able to develop a high-level business case within a few weeks for a local, regional or national health system.

Opportunity to Revolutionise Stroke Management in United Arab Emirates

By adopting a Mobile Stroke Unit (MSU) model, the UAE can increase stroke survival rates, reduce disabilities and optimise the associated economic and social cost of care for stroke survivors through drastically decreasing “alarm-to-scan” and “scan-to-treatment” times.

1. Situation

  • There are two key types of stroke: ischemic and haemorrhagic
  • Globally, ischemic stroke is the most common, occurring 85% of the time; but whilst haemorrhagic strokes only occur 15% of the time, they are responsible for 40% of deaths
  • In the UAE, stroke is the third leading cause of death – “10,000 people suffer from stroke… every year”
  • Stroke is the “number one cause of disability” – with only “10% of victims reaching a hospital on time to make a full recovery”
  • Stroke “is estimated to cost the UAE around AED 3 billion per year, with additional cost to the economy of a further AED 4 billon in lost productivity, disability and informal care
  • The UAE had no stroke units in 2014 versus 12 in 2019, which is a major step in the right direction
  • “The average age of occurrence of stroke is 45 in UAE which is much lower than the world age of 60 years”

Stroke is a major problem for health systems

2. Complication

  • 2,000,000 brain cells/ neurons are lost every minute after a stroke, which translates to “Time is Brain”
  • The earlier the stroke patient is diagnosed and treated, the better the patient outcomes, leading to a significant reduction in total cost of treating the patient over the life of their associated disabilities

Typical traditional model for stroke treatment is:

  • Patient transported via ambulance into Accident & Emergency (A&E) or a specialist stroke unit
  • Type of stroke determined by CT scan (a stroke patient cannot be treated until the type of stroke is determined)
  • Treatment is administered based on stroke type (ischemic and haemorrhagic)

Through-out the entire process (from acute symptom onset to treatment), significant time is lost, which results in higher mortality risk and additional complications downstream

Correct diagnosis and time to treatment is crucial

3. Question

Despite great progress made in stroke intervention in the UAE in recent times, what can the UAE do to deliver transformative change to increase post stroke survival rates, reduce disabilities associated with stroke, improve patient quality of life post stroke and reduce the associated economic burden on the stroke patient, their family and wider society?

4. Solution

  • Instead of patients being transported to A&E or a specialist Stroke Unit, losing valuable time, a specialist Mobile Stroke Unit (MSU) can travel to the patient to deliver emergency point-of-care diagnosis and treatment onsite
  • The Mobile Stroke Unit solution was pioneered in Germany back in 2011 and such solutions are being delivered in Australia, Argentina, Canada, Germany, Norway and the US

Key Mobile Stroke Unit attributes typically include:

  • appropriately trained emergency response team (e.g. driver, paramedic, critical care nurse and CT technician, optional Vascular Neurologist)
  • a Computerized Tomography (CT) scanner
  • a point-of-care laboratory system (e.g., serum sodium, potassium, chloride, ionized calcium, total CO2, glucose, etc.)
  • a telehealth solution, where a Vascular Neurologist and Pharmacist can video call into the Ambulance to provide guidance to the paramedic team
  • an Artificial Intelligence solution to provide on-site diagnosis to rule out stroke-like symptoms (e.g. migraines, seizures, Bells Palsy, inner ear problems etc.), which may not be related to stroke

The most important benefit of the Mobile Stroke Unit is rapid diagnosis of the stroke type and treatment with intravenous tissue plasminogen activator (TPA) can be started more rapidly if appropriate

A randomised controlled trial shows, treatment with Intravenous TPA can be started within an average of 38 minutes when patients are treated in an Mobile Stroke Unit compared with 73 minutes under the existing model

Evidence shows on-site stroke treatment improves patient outcomes

Source:
https://www.stroke.org/understand-stroke/what-is-stroke/hemorrhagic-stroke/; The Epidemiology of Stroke in the Middle East, El-Jha et al 2016; https://www.arabhealthonline.com/magazine/en/latest-issue/2019-show-issue/mechanical-thrombectomy-for-acute-ischaemic-stroke-in-uae.html; The mobile stroke unit and management of acute stroke in rural settings, Shuaib and Terakihi 2018; https://gulfnews.com/uae/health/know-the-signs-of-a-stroke-and-where-to-get-help-1.65494094; Curzon Consulting analysis

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