Showing posts with label Healthcare innovations. Show all posts
Showing posts with label Healthcare innovations. Show all posts

Monday, 26 January 2015

ECG Tech from India Could Save U.S. $50 Million Today

Electrogardiography: A Brief Review

Electrocardiography (ECG) is a diagnostic method of recording the electrical activity of the heart. This is traditionally performed by attaching electrodes to the skin, which then pick up waveform electrical impulses generated by the polarization and depolarization of cardiac tissue. These are mapped on an electrocardiogram and interpreted to measure heart performance and health.

The use of ECGs is ubiquitous and popular among providers, and especially tertiary care hospitals. The Mayo Clinic, for example, performs about 240,000 ECG tests per year in their laboratory, and the global market for ECG machines is set to grow to over $5 billion by 2020. This growth is driven by the wide range of increasingly common conditions ECGs are able to effectively monitor, including heart arrhythmias, anginas, pericarditis, most symptoms of heart disease, the thickness of the heart's walls, the rate and regularity of heartbeats, the size and position of the chambers, and the presence of any changes to the heart's function in response to surgery, devices,  or medications.

The average cost of a provider-administered ECG test in the U.S., which is comprised of the test itself + the interpretation of results by a trained Cardiologist, is $1,750. As usual, the prices vary substantially from provider to provider, the lowest in the U.S. being $550, and the highest being $3,300.


The U.S. Market for ECG Machines

ECG machines vary in diagnostic ability, physical footprint, and price. The current market for these machines can be divided between the 'incumbent' products most of us associate with ECGs, and emerging 'disruptive' products that are portable and less expensive. The incumbents are made by about 16 manufacturers from the developed world, including Burdick, Welch Allyn, Schiller, GE, Bionet, Philips, and Nihon Kohden. They are often equipped for use with 12-leads, often include printing capabilitieg, and they are large enough to be wheeled around. They cost between $1,200 and $3,000 each.

By contrast, the disruptive class of ECGs are made by an (almost) entirely separate set of manufacturers, mostly from the developing world, including ReadMyHeart, InstantCheck, PC-80, AliveCor, ECG Check, Dimetek DiCare, MD100E, PC-80B Color, HeartCheck PEN, REKA E100, and Afib Alert; they often use 1 to 3 leads, rely solely on integrated digital displays, are handheld, and cost between $25 to $500. Dr. Grier at North Dakota State University has compiled an exceptional review of available 1-lead, handheld ECGs on his research page. Most of the 1-lead devices are from China, but some, like AliveCor, are U.S.-based companies. All of them have faced limited adoption among healthcare providers in the U.S., where the incumbent technologies are still used. As a group of physicians evaluating AliveCor stated,
". . . This device has significant limitations in the acute evaluation of chest pain associated with heart attacks. A single lead tracing will miss many real ischemic events, enough that even if it was stone cold normal it would not change our suspicion of myocardial ischemia. If there are significant elevations or depressions, it would probably raise our suspicion for myocardial ischemia, but we would still need a 12 lead ECG, begging the question of how it changes management."
Indeed most of the disruptive handheld ECGs above--at least in the U.S. context--have competed against non-consumption by offering patients and homecare nurses the ability to run ECG tests they could not run before. While additional monitoring increases the risks of false positives, the physicians above also concluded such portable testing could be useful for post-operative heart monitoring during convalescence.


A More Immediately Disruptive Class of ECG From India

India has produced a number of 12-lead handheld ECGs that may be more disruptively positioned than the 1-lead ECGs above, which begin to look like 'hobby devices' in comparison. One of the first major advances was GE's famous MAC India model released in 2007, which brought the price down to $500 from $2,000 - $10,000 for their other hospital-grade ECG machines.

GE's MAC India
In the past 8 years, other Indian companies have released 12-lead ECG devices that achieve greater portability, as well as allow for diverse methods of test data transmission, remote analysis, and storage.

Maestros Mediline launched the E UNO R-10 device in 2010 in partnership with Vodafone. The device relied heavily on Blackberry phones, and was designed mostly for remote consultation use, just as ECGs are in the U.S., except that ECG technicians in India will often travel to administer tests, the results of which are then transmitted to a centralized doctor at a hospital for interpretation. Developers have built applications allowing for use on the Android platform, but the device was not less expensive than GE's MAC India, costing about $500.

Maestro Mediline's E UNO R-10

Lifeplot CCD1 was another offering developed in Pune, India, that does not rely on any specific network or device for transmission of test results, making it potentially more versatile. Though the original model was more expensive at $2,000, LifePlot released a more advanced product just 2 years ago for only $700.

LifePlot UNIQ

The prices for these devices have likely come down, but there are less feature-rich ECG devices appearing in the Indian market from both indigenous and international sources. AliveCor has signed an exclusive agreement with the highly respected Apollo Hospitals chain to use its ECG technology for clinical tests, begging the question about whether the U.S. cardiologists' review of AliveCor's limitations above reflects incumbent biases more than solid clinical rejection, whether something is just better than nothing for India, or whether AliveCor's 1-lead technology has reached a point of relative parity with 12-lead testing. At a price point of $75, perhaps the tradeoff of some marginal performance is worth it.

AliveCor's ECG Device

The appearance of the indigenous Sanket PiE by Agatsa follows past patterns of the introduction of disruptive technology into the Indian market by foreign firms, followed by the release of indigenous versions which may or may not be better-suited for indigenous market conditions. Since Sanket is not yet available on the market, it's not clear what the price will be, but it will presumably be comparable to AliveCor.

Agatsa's Sanket PiE

One of the most immediate differences between the handheld ECGs being widely sold in India vs. those in the U.S. is that they are 12-lead ECGs, while those from Dr. Grier's page are all single-lead devices. This signals a serious disruptive position relative to traditional ECGs in the Indian market, which is a nice illustration of how the context of innovation shapes its ultimate shape. Many elements of the Indian market demand a fully functional, low-cost, handheld ECG: Sheer in-affordability of existing technology for huge numbers of needful patients, the necessity of portability for ambulatory community health workers, and a large supply of IT talent.


Would the U.S. Benefit from Adopting Indian ECG Technology? 

The U.S. market context is much different from that of India, which explains the strategies of handheld ECG devices like AliveCorScanadu, and Wello, which--so far--have not competed directly against incumbent technologies, preferring instead to position themselves mostly as patient-centric devices for self-use, providing only supplemental data to traditional provider-based ECG machines. This could still represent the beginnings of disruption, which often incubates in a foothold market that can sustain a nascent technology until it improves to the point of dominance across all or most of the dimensions of quality that matter to customers. At that point, the incumbent technologies quickly fade away. This is the story of transistor radios disrupting vacuum tube radios throughout the 1950s and early 1960s.

However, one of the biggest issues behind lack of serious medical adoption of handheld ECGs in the U.S. is that the alternative processes / delivery models are not yet in place for the use of these machines within provider settings, whereas in a market like India, the new devices are often competing against non-consumption, so in many cases they've had much more 'experience' in serious clinical use. What might the U.S. learn from the delivery models that have emerged around the use of these portable devices?

Adopting leaner delivery models and technology is likely where the real savings lie, but even if the U.S. were to switch over to the equivalent technology available in India today, substantial savings would immediately materialize. Just taking GE's MAC India at a $500 price point, if the average price of an incumbent machine is $2,000, and each of the 7,000 hospitals in the U.S. purchases 5 new ECG machines per year (as benchmarked against the yearly purchases of a UK hospital with 5 sites), this results in over $50 million in yearly savings on equipment costs alone, not including the lead replacement cost, which is also material judging from the UK hospital's spending.


Question for Discussion: 
  • What barriers prohibit the U.S. from purchasing lower-cost ECGs for clinical use? 

Tuesday, 7 October 2014

Could India Lead the Way in Global Medical Diagnostic Solutions?

Molecular diagnostics, imaging technologies, and high-bandwidth telecommunications are important enablers for disruptive business models in healthcare because they greatly facilitate the movement of medical conditions from intuitive and empirical medicine to precision medicine, where the diagnosis and therapies for these conditions are perfectly or near-perfectly understood. 


Once a condition is within the realm of precision medicine, the scope of practice should be widened for less-credentialed providers to administer diagnoses and provide therapy since there is little possibility of error, the cost of care decreases, and specialists' time and attention can be refocused on true problems. Allowing for expanded practice scope results in more primary care doctors, nurses, PAs, NPs, and others solving the problem on the first visit, greatly mitigating one of the primary cost drivers of the ever-more-expensive U.S. healthcare system: Referrals. Once our understanding of a condition has graduated to the realm of precision medicine, passing the buck is no longer necessary. 

Of course, there are many rules and regulations in place that inhibit practice scope expansion, and thus the need for disruptive business models that prove out the value of administering precision medicine efficiently by gaining market footholds in alternative value networks. Once successful, such business models compel legislative reform on the basis of their fait accompli market victories. 

In the U.S., there are currently several auxiliary efforts to disrupt diagnostics underway; important and impactful to be sure, but not sterling examples of diagnostic technology's promise to disrupt healthcare. For example, American Well and Project Echo both leverage telecom and mobile technology to nip as many problems and as much of each problem in the bud as possible before recommending an expensive in-person visit to either a PCP or specialist. Retail clinics also continue to spend a great deal of money lobbying for practice scope expansion on a state by state basis, e.g. CVS Minute Clinic fighting for pharmacists' of NPs' ability to perform more precision medicine procedures.

Medical technology can greatly aid in establishing the most efficient, low-cost care processes for precision medicine possible, and improved diagnostics should be at the center of these new business models. But where to look for it? 

I believe India will be a source of truly disruptive diagnostic technology for several reasons. Firstly, it is a market forced to create alternative value networks as entrepreneurs attempt to radically expand access to care with radically affordable products and processes. Secondly, the diagnosis / therapy process in India is not necessarily constrained by rule and regulation to the degree it is in the U.S., allowing for expansion of practice scope as needed. For example, a large part of why Narayana Hrudayalaya is able to perform heart surgery at 1% the cost of the same surgery in the U.S. is that the specialist only does the grafting, which takes about an hour, while a support staff of junior doctors, trainees, nurses and paramedical staff complete the other 4 hours of work consisting of harvesting of veins/arteries, opening and closing of the chest, suturing and other procedures. 

Thirdly, there are several Indian medtech manufacturers that have been in operation for 1-3 decades, and have the technological and manufacturing know-how to start creating truly disruptive diagnostic products for the Indian market as a whole. For example, Trivitron--the largest medical device maker of Indian origin--claims that to "realize Dr. GSK Velu's dream of providing affordable healthcare solutions to all sections of the population, the Trivitron Group now also designs, innovates and manufactures medical equipment across the entire healthcare spectrum." 

Given Trivitron's Facebook post yesterday about bringing 4 new microbiology diagnostics products to market, along with Dr. Velu's closing comments at the recent FICCI Heal 2014 conference to give more focus and attention in India "due to very high import dependency," I would expect to find several promising diagnostic innovations being developed organically from within indigenous R&D centers, such as the Trivitron-IIT Madras Innovation Center. While it's true that companies like Trivitron will find breaking out of their traditional roles as manufacturers and distributors of imported products and technologies to the still-limited Indian healthcare infrastructure, developments like Trivitron's acquisition of Dubai-based ETA Star Healthcare enabling for an export strategy to other developing markets is an encouraging sign. 


Photo Credit: http://internetmedicine.com/iphone-smart-ultrasound/ 

Thursday, 2 October 2014

Why Conducting Research with an "n of 1" is Best

I have pivoted the purpose and scope of globalhealth.care in order to conduct research with an 'n of 1.' The idea is that truly valuable insight into causation comes from limiting research to one subject that reflects all potential factors that might explain the dependent phenomenon in question, and then carefully studying the provenance of the phenomenon with sole reference to this particular subject. In other words, just as a medical researcher might study the pathology of a disease within one patient to understand the disease (the patient being the subject; the disease being the phenomenon), so I might study global innovation transfer within one emerging market company (the company being the subject; the global innovation transfer being the phenomenon). I wish to acknowledge Clay Christensen for this insight, who shared it in a meeting with me on September 4th, 2014.

This was a significant paradigm shift as I had originally planned to uncover and analyze as many potentially transferable healthcare innovations as possible from around the world, and then hoped to extract some real insights into which ones might be 'winners' for effectively improving healthcare through global innovation transfer. According to the advice above, it will be much more productive to carefully choose one of the companies that has successfully developed a healthcare innovation within their own emerging market, and has also made some progress in transferring the innovation globally. By making an in-depth study of how this company has navigated the conditions and constraints confronted in its journey, real insight will emerge that may help guide more global innovation transfer in the future.


But how to choose the right company among such a large array of promising candidates? Firstly, I will initially limit the bulk of posts to companies that have developed healthcare innovations by, for, and of the extremely constrained markets of India. There are other great innovation 'laboratory' markets, but India is a good place to start as they are famously developing a sizable number of healthcare innovations.

Each week, globalhealth.care will feature one or two snapshot posts of individual innovations from its Innovations Database page, each innovation of which fits the criteria above. I will also be attending the 8th Annual Indian Medtech Summit in Delhi on December 11th and 12th, 2014, and will finalize a single Indian partner company for close study during my stay in India in January and February of 2015. Globalhealth.care will feature the research coming out of this internship as a white paper on the website.


Photo Credit: http://upload.wikimedia.org/wikipedia/commons/thumb/b/bb/India_(orthographic_projection).svg/541px-India_(orthographic_projection).svg.png

Sunday, 22 June 2014

A Brief Intellectual History of Globalhealth.care

The Inception

Excellent Ukrainian Bread
The idea for this project began to form during my time in Eastern Ukraine from 2003-2005. In many cases I discovered that Ukrainians' way of doing things was better than what I had known before. "Better" is always a word needing qualification, and the qualifier differs in each case. Take Ukrainian bread: It's better than the pre-sliced bread from grocery stores I was used to on dimensions of taste, nutrition, and texture; on the other hand, it was worse on dimensions of shelf life, tidiness (crumbs would fly upon slicing), and even PPP cost.

The insight for me was that societies have comparative strengths and weaknesses developed over time in response to conditions on the ground. This goes far beyond food, which after all is largely a matter of taste and habit, and into the ways in which societies organize themselves economically in general.


A Theory

The next piece of understanding was learning Clay Christensen's theories of innovation. I read all of his books and most of his articles as a consultant at Innosight from 2009-2011. Innosight, a firm co-founded by Christensen, helps mostly large corporate clients navigate the challenges and opportunities of disruption in their markets. Clay's theories deepened my interest in the mechanisms of successful innovations, which go far beyond isolated technological advances to encompass new systems and models for delivering value in more cost-effective, accessible, and targeted ways. Large scale disruptive innovations succeed over time and are often generated within tight resource constraints. For example, consider many of the disruptive innovations that Japan was exporting to the U.S. starting in the late 1950s:
  • The Honda Super Cub motorcycle
  • Sony's hand-held transistor radios
  • Toyota and Honda cars
Each of these innovations eventually created a robust market in the United States by targeting consumers that had been over-served by incumbent technologies. Relative to the 'jobs to be done' of these consumers, the product characteristics of physical smallness, efficiency, and low cost were all attractive. Importantly, however, these products were not created in the United States: They were originally of, by, and for the Japanese market, where conditions on the ground differed markedly from those in the United States. Products initially created for obvious markets in Japan would eventually create much larger, though initially less obvious, markets in the United States. This happened dramatically and repeatedly from the 1950s through the 1980s.


Globalhealth.care

During my time at Harvard Business School I read Vijay Govindarajan's Reverse Innovation, which argues that innovations developed for consumers at the bottom of the global economic pyramid, i.e. the roughly 2.5 billion people living on less than $2 per day, share qualities similar to those that characterized Japanese disruptive products starting in the 1950s; namely, they are low-cost and low-performance relative to incumbent technologies, but they succeed because they're mostly targeting non-consumption and under-consumption. Here are just a few examples of these disruptive products from the Innovations Database page of this website:
Many commentators on the healthcare industry in the United States have called for various avenues of disruption to the industry, which would broaden access, lower costs, and improve outcomes. Though the barriers to disrupting healthcare in the U.S. are many, I believe adopting new, disruptive models of delivery inspired directly by successful innovations from the highly constrained markets of the world is one route that will greatly help. Globalhealth.care, then, is a research project hoping to aid the transfer of these innovations, and thus aid the continuing betterment of the U.S. healthcare system.