Unwarranted variation in clinical practice

 Understanding unwarranted variation in clinical practice: a focus on network effects, reflective medicine and learning health systems

Variation is not bad or unwarranted per se. To some extent, variation should always exist, because patients are unique and different. Care could be called appropriate when decisions reflect such differences, especially differences in informed patient preference [1].

Variation may be unwarranted when it cannot be explained by sensitivity to patient characteristics or well-informed preferences. In this perspective, we propose alternative hypotheses for mechanisms underlying unwarranted variation in healthcare and  propose new target points for research to better understand, reduce and improve unwarranted variation in care quality in daily medical practice.

 A key element in this new focus in research should be on the complex cohesion of network effects, reflective medicine, patient beliefs and objective criteria for treatment choices.

After all these years and the large amount of research on variations in medical practice, it's time to act. 

Shara Hughes

 

The social media industrial complex and the tiranny of trends

 The hype machine

From the book:

We’ve constructed an expansive, multifaceted machine that spans the globe and conducts the flow of information, opinions, and behaviors through society. This Hype Machine connects us in a worldwide communication network, exchanging trillions of messages a day, guided by algorithms, designed to inform, persuade, entertain, and manipulate us.

The object of this machine is the human psyche. It was designed to stimulate our neurological impulses, to draw us in and persuade us to change how we shop, vote, and exercise, and even who we love. It analyzes us to give us options for what to read, buy, and believe. It then learns from our choices and iteratively optimizes its offerings. As it operates, it generates a data exhaust that traces each of our preferences, desires, interests, and time-stamped, geolocated activities around the world. It then feeds on its own data exhaust, refining its process, perfecting its analysis, and improving its persuasive leverage. Its motivation is money, which it maximizes by engaging us. The more precise it gets, the more engaging and persuasive it becomes. The more persuasive it becomes, the more revenue it generates and the bigger it grows. This is the story of the Hype Machine—the social media industrial complex: how it was designed, how it works, how it affects us, and how we can adapt to it.

 

 

What is the alternative to Friedman’s capitalism?

 Milton Friedman 50 Years Later

Angus Deaton says:

“Milton Friedman was one of the foremost thinkers who challenged the post-war Keynesian consensus. He was immensely successful in arguing the pro-market case, and questioning the ability of government to improve on market outcomes. Today, we need to reopen these questions, using new economic thinking and new evidence; is the market bringing the unalloyed benefits that Friedman thought it would? This book is an important contribution to that reevaluation,”

And this is the capitalism that Martin Wolf expects:

“in which companies would not promote junk science on climate and the environment; it is one in which companies would not kill hundreds of thousands of people, by promoting addiction to opiates; it is one in which companies would not lobby for tax systems that let them park vast proportions of their profits in tax havens; it is one in which the financial sector would not lobby for the inadequate capitalisation that causes huge crises; it is one in which copyright would not be extended and extended and extended; it is one in which companies would not seek to neuter an effective competition policy; it is one in which companies would not lobby hard against efforts to limit the adverse social consequences of precarious work; and so on and so forth.”   

 

The largest global public-health initiative

 The COVID-19 vaccines are here: What comes next?

From McKinsey:

As vaccine availability nears, communities and consumers will want answers to many questions, including:

• Is the vaccine effective and safe?
• Who will get vaccinated first?
• Which vaccine will we receive, especially if multiple vaccines are available?
• Where and when can we get vaccinated?
• Will we have to pay?
• Above all, what do we need to worry about?

Although the scale of the task may seem daunting, countries benefit by starting end-to-end planning immediately. Our 6A framework lays out a structured approach to ensure vaccines are available, administrable, accessible, acceptable, affordable, and accountable while taking into account strategic considerations associated with uncertainty (for example, vaccine clinical and technical profile) and building system capabilities (Exhibit 2). We have developed, in granular detail, the individual activities and considerations behind each component of the framework. Through the collective initial effort of the pharma industry, the scientific community, global health institutions, and governments, most elements of the “available” segment of the 6A journey are being addressed

 

Paul Strand

 

Platforms as essential services

Essential Platforms

Competition in Digital Markets 

Imagine you own a company, and you see millions of potential customers for a new product. But there is a problem: all these customers live on the other side of a river and the only way to reach them leads over a privately owned bridge. The owner of that sole bridge either prevents you from passing altogether or charges excessive fees. Long story short, if that is the case, this product line and, potentially, your entire business are doomed.

 Digital platforms can behave in that manner because they do not face serious competition. The platforms’ monopoly power mainly stems from network effects—that means the participation of additional users almost exponentially increases the utility of the network and creates enormous market entry barriers for potential competitors. The characteristics of data and algorithms further foreclose the markets.

 Google, Amazon, Facebook, Apple, and others behave just like the railroads did 100 years ago. Instead of physical infrastructure, like bridges and tunnels, the digital platforms leverage network effects that shield them from effective competition. 

To define the suitable remedies and to open the digital economy for competition, we can learn from the past. In the early twentieth century, the railroads controlled critical infrastructure and excluded competitors from crucial markets. The railroad monopolies rested on enormous investments in physical infrastructure that could not be replicated.

After all these years, a clear message, while the regulator is still on vacation. 

 

 

 

Rethinking technology evaluation

 Reviewing our methods for health technology evaluation: consultation

Access to effective medicines (in oncology)

Addressing Challenges in Access to Oncology Medicines Analytical Report

 Challenges in access to oncology medicines: Policies and practices across the OECD and the EU

From OECD report: 

The data clearly show that access to oncology medicines is unequal across the OECD and EU. Of the 109 product/indication pairs in the sample, the United States had the largest percentage of product/indications approved and covered (by Medicare), followed by Denmark and Germany (96%, 91%, and 88%,  respectively). Chile and Malta had the lowest percentage approved and covered (47% and 46% respectively). While access was more homogeneous for a subset of essential medicines (i.e. those included in the WHO 21st Model List of Essential Medicines [WHO-EML]), some of the 31 newer product/indication pairs were not yet approved (or launched) in some countries.

 Percentage of total sample of 109 product/indication pairs by approval and coverage status across OECD/EU countries

Note: Data for some countries were not included as many data were missing.
Source: Authors based on 2019 OECD survey on challenges in access to oncology medicines.

One of the countries with missing data is Spain. Nothing to add.

 

Fueling digital health

 Healthtech in the fast lane: What is fueling investor excitement?

From McKinsey brief:

As of 2019, digital health represented a global market of approximately $350 billion with many opportunities to compete across multiple subcategories; moreover, the markets for technologies in every value pool are expected to grow by at least 8 percent per annum (Exhibit 2). Understandably, the bulk of digital health players develop technologies that have a direct impact on patient care. About 49 percent of the digital health companies we studied fall into the care-delivery category (that is, offering more effective therapies, providing remote patient support, or supplying therapies to patients)—a $157 billion market (as of 2019) comprising 45 percent of the overall digital health market. Companies in this category either provide novel therapeutic solutions enabled by digital technologies—such as Livongo for diabetes—or use technology to broaden patient access to healthcare solutions, for example, telemedicine company Teladoc (offering remote patient support) or online pharmacy PillPack (supplying therapies to patients). Notably, every value pool in this category is expected to grow by at least 10 percent per annum through 2024.

The list of value pools.

Digital health’s platform wars are heating up. From Rock health

Few seats available

Long term care shame

 Spending on long-term care

The share of LTC spending in total health spending or as a share of GDP has gradually increased over the last 15 years in many OECD countries as demand for care grows with population ageing and the extension of publicly financed services. 

In some countries, spending on LTC has not grown much faster than the economy as a whole. In Slovenia and Spain, for example, the shares of LTC relative to GDP in 2018 were only 0.1-0.2 percentage points above those in 2005, at 1.2% and 0.9% of GDP, respectively.

In Spain, the share of LTC spending has been stagnating since 2009, with LTC spending tracking GDP growth.

Nothing to add.

PS. You'll not find such data in the spanish press. Somebody cares about it.

Risks and benefits of self-testing (2)

 Direct to Consumer Testing: The Role of Laboratory Medicine

A specific issue on the topic has been released in Clinics in Laboratory Medicine. Inside the issue, you'll find this article: Direct-to-Consumer Tests on the Market Today: Identifying Valuable Tests from Those with Limited Utility 13. This is a key topic. It says:

Debate exists between the consumer and the health care provider when it comes to the value of direct-to-consumer (DTC) testing. At the heart of the issue is the observation that consumers are identifying value in DTC testing as evidenced by an expanding market, and health care providers are skeptical of their value from an analytical and clinical utility perspective. The aim of this article is to briefly review the subject of DTC testing with a specific focus on value from the perspective of the consumer and the health care provider.

 Paul Strand at KBr Barcelona

 

Trust in professions

 In the UK, nurses and doctors are the most trusted professions, with 93 per cent and 91 per cent of the public saying that they trust them to tell the truth. Advertising executives, politicians and journalists receive the lowest scores

In Spain, doctors as well.

In a set of 12 countries, scientists first.

Investing in pandemic preparedness

 The Cost Effectiveness of Stockpiling Drugs, Vaccines and Other Health Resources for Pandemic Preparedness

A short review on the topic, many questions, few answers. 

Health economics methods can be used to decide the optimal pandemic preparedness strategy based on cost effectiveness because different stockpiling of available measures can be implemented. The economic evaluation of pandemic preparedness strategies and pandemic preparedness measures is based on methods developed for health technology assessment. Nevertheless, this assessment differs from the traditional economic evaluations. The cost-effectiveness evaluation of a new drug compares healthcare costs and health effects for patients treated and not treated with the drug. The cost effectiveness of the drug will depend on the effectiveness of the drug in reducing clinical outcomes and healthcare costs. The drug will be used by the health system in patients with certainty. In contrast to this, the cost-effectiveness evaluation of pandemic preparedness measures and interventions is affected by several facts. First, pandemic preparedness measures are costly because they must be used to prevent and treat pandemic infections in a great number of persons. Second, investments in pandemic preparedness measures could be made many years before the emergence of the pandemic pathogen. Third, the health and economic benefits generated by pandemic preparedness measures will depend on the virulence and infectiousness of the pandemic pathogen. Fourth, pandemic preparedness measures can be associated with large costs and benefits outside the health system and great macroeconomics effects. There is a risk that an unknown pandemic agent will emerge and cause high morbidity and mortality, but we do not know when this will happen or how virulent and infectious a new pandemic agent will be. Although a new pandemic can be similar to previous pandemics, it can be also very different.

Ventilator support and intensive care for acute respiratory failure due to acute respiratory distress syndrome is a cost-effective intervention [8], but the cost effectiveness of stockpiling ventilators depends on the number of stockpiled ventilators and the severity of a future pandemic. The cost effectiveness of ventilator support and intensive care ranges from US$29,000 per QALY in low-risk patients (≥ 70% probability of surviving at least 2 months from the time of ventilator support) to US$110,000 per QALY in high-risk patients (prognostic estimate ≤ 50%) [7]. The question about the optimal number of stockpiling ventilators for pandemic preparedness depends on intervention costs and uncertainty about when the pandemic will happen and how virulent and infectious the pandemic pathogen will be.

Paul Strand at KBr

 

Risks and benefits of self-testing

 Benefits and Risks of Direct-to-Consumer Testing

These are the pros and cons of two options for the same production process and its impact (a US view only applicable to certain conditions). (Professionalism vs. commercialism).

Conventional:

Self-testing:

And its impact:

Potential and Perceived Benefits of Direct-to-Consumer Testing

Potential Risks of Direct-to-Consumer (DTC) Testing

With DTC testing, consumers may not know the risks or what significance a result has in terms of current and future health. It is challenging for consumers to distinguish tests for health and wellness from entertainment and commercial marketing. This can leave consumers open to misdiagnosis and susceptible to unproven treatments and questionable claims for cancer and disease cures. DTC tests are both an opportunity for an individual to better participate in their health and in the management of chronic diseases, as long as consumers are aware of the risks for inappropriate utilization and inadvertent interpretation that can lead to avoidable follow-up, unnecessary procedures, and additional costs of care. DTC testing is an emerging field and an opportunity for laboratory experts to participate through providing professional advice, consultation on test limitations, interpretive services, and recommendation on optimal test utilization.

My view, now it's time to stop recreational testing and commercialism of lab testing. Later it will be too late. 

How monopolies make our lives harder every day & destroy our future

Monopolies Suck. 7 Ways Big Corporations Rule Your Life and How to Take Back Control

7 Key messages from the book: 

ONE: MONOPOLIES TAKE YOUR MONEY

TWO: MONOPOLIES GOUGE YOU WHEN YOU’RE SICK

THREE: MONOPOLIES LOWER YOUR PAY AND CRUSH THE AMERICAN DREAM

FOUR: MONOPOLIES SPY ON AND MANIPULATE YOU

FIVE: MONOPOLIES THREATEN DEMOCRACY AND YOUR FREEDOM

SIX: MONOPOLIES DESTROY OUR PLANET AND CONTROL YOUR FOOD

SEVEN: MONOPOLIES RAMP UP INEQUALITY

So what? You'll find the details on how to take back control in Chapter 8, a set of clear tools to fight the monopolistic pandemic.