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Opinion: Aim your baloney detector at the BS in health care

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Update time : 2019-05-17 13:20:54

BS, what Princeton philosopher Harry Frankfurt once called a “lack of connection to a business with reality — this indifference to how things indeed are,” has possibly been approximately because the beginning of language. It’s now normal at American discourse approximately politics (just melody at to any cable information channel), entertainment, and sports.

We’ve noticed an influx of BS at health care. You don’t read to appear distant to place it. impartial deem of Theranos and IBM Watson. We are wondering if few new corporate “turduckens” — alike the mutual trouble of Amazon/Berkshire Hathaway/JP Morgan, or hospitals combining with medical groups, or mergers and acquisitions creating a only corporation that’s an insurer, a pharmacy amuse manager, and a pharmacy — are because authentic or impartial turkeys.

While BS can exist funny, it can also exist sad, and worrisome. owing to social media, BS today can disperse faster and farther than the truth.

Health anxiety has an critical BS problem, at section because BS can sometimes fill the bill. assume you are asked to address an ageless issue at health care: diminish costs nevertheless simultaneously raising quality. if you were knowledgeable to initiate with or did some research, you used to know there is no simple solution. You could answer with a data of failure or a discussion of inevitable trade-offs.

Read more: From protégée to whistleblower: A preceding Theranos scientist says Elizabeth Holmes to ‘come dispatch and apologize’

But you could also choose an conception with some interior plausibility and political appeal, fence it with careful still conditional language, and launch a program. It will, you note, acknowledge few years ago it is successful, still you and your colleagues will argue because the conception at concept, with the details to exist worked out later.

At a minimum, unqualified acceptance of such ideas, flat (and especially) by apparently qualified people, will garbage property that could read been used to create the best of what we currently have, and will guide to enormous frustration because the audience of politicians and outraged critics of the modern system who desire answers and desire them now.

The incentives to generate BS are no responsible to decrease — if anything, rising spending and stagnant health outcomes strengthen them — consequently it is total the more significant to read an loyal and swift method to find and deter BS at health care.

In a healthful 1969 address to the National meeting of Teachers of English entitled “Bullshit and the art of Crap Detection,” educator, media theorist, and cultural critic Neil Postman said that “helping kids to activate their crap-detectors to acknowledge precedence above any other legitimate educational disagree … each day, at approximately each way, nation are exposed to more bullshit than is tough because them to endure.”

We read carried Postman’s flag into academia with two reports, one at 2018 and another this year, that identify 21 different forms of BS at health care. Here are our sumit 10:


(Mark J. Terrill/AP)

#1: patient Engagement

Patient combat is one of the cornerstones of the consumerism motion at health care. It path that individuals are concerned approximately their health status, motivated to do the precise things (eat right, exercise, don’t smoke, yada yada yada), address with their providers, and chase their recommendations. They to also exist voluntary to explore out data approximately their providers, deem the pay and characteristic rankings of clinicians and hospitals, and create cost-effective choices regarding their care.

“It nation happen. Shyeah! And monkeys nation escape out of my butt,” because Wayne Campbell of Wayne’s earth nation read said. Most of the scenarios described above rarely happen; if they do, they occur chiefly among the “worried well.” Individuals most at risk, principally those with multiple chronic conditions, are possibly least able to action alike consumers and certify the combat that advocates are looking for. Instead, they are burdened with a host of health, financial, and social problems that undermine efforts to exist more proactive. Many of them don’t desire to exist engaged. They impartial desire to exist healed and proceed home.

Patient combat is also blunted by third-party insurance coverage. Such coverage can bounds an individual’s econmic exposure, and efforts to advance more combat by getting patients to read more “skin at the game” along higher deductibles and co-pays frequently originate at deferrals of needed care. We don’t confide that is the organize of consumer behavior we are looking for.

Read more: big data frequently yields tiny returns. Here’s how to repair that

#2: big Data

The Economist devoted its February 3, 2018, cover page to “How data Will convert Health Care.” The composition suggests that Apple, Google, Facebook, and Microsoft are poised to disrupt (more approximately disruption later) the health anxiety industry along new apps, sham intelligence, and big data.

To exist honest, we aren’t certain what “big data” appear like. The vocabulary frequently path having more sources of data approximately a patient, including his or her genetic profile, diagnostic tests, sociodemographic characteristics, and use of medical resources. That’s total tough and good. still more data is no a solution at itself. because others read argued, big data does no necessarily negotiate big understanding. It may, instead, impartial crop more noise from which to distill a signal.

To exist useful, big data will demand theories of what is associated with what and what causes what. It isn’t transparent that the corollary to big data, “analytics,” supplies these missing ingredients. Another circulate is that more observations (statistical power) are needed above the two parties closest to the delivery of health care: the physician and the patient. if big data does no furnish that, we are left with a condemn of data above a tiny instance that can no speak us much.

#3: yell at the consultants

Many of the solutions offered to health anxiety providers are developed by consulting firms that nurse to use one-size-fits-all, off-the-shelf designs developed at other industries. Modifications because exceptional features of the health anxiety sector, alike the need to contemporary authority to physicians and nurses and the exceptional risks of errors, demand specialized knowledge that consultants frequently do no read and consequently aren’t made. Consultants rarely bother to deem the maxim that “health anxiety is different” or that “all health anxiety is local,” consequently why bother customizing, flat although solutions imported from elsewhere are responsible to fail.

#4: Transformation

Transformation is another sample of BS at health care. The vocabulary first appeared when the Commonwealth Fund created a Cartesian revolve with the industry’s migration from fragmented to integrated providers above the X-axis and from fee-for-service to preference payment models above the Y-axis. It has been more recently popularized because the motion from “volume to value.”

What’s wrong with transformation? no total of it ends up well. impartial implore Gregor Samsa who, at Franz Kafka’s classic novella, “The Metamorphosis,” wakes up to discover himself changed into a monstrous bug. nation overlook that Samsa’s first scene upon seeing his new “form” is that he hates his job. That sounds a sheet alike doctors and their meaning of transformation. Moreover, some transformations don’t mean progress, impartial a convert at state. A tadpole turns into a frog, still that doesn’t create the frog superior at any way, impartial different.

There are more serious issues with the conception that health anxiety is currently undergoing a transformation. First, the evidence does no hind it; indeed, the speed of convert along both the X-axis and Y-axis at the Commonwealth Fund’s revolve is remarkably slow. Second, there is no indispensable correlation among what is going above along the two axes. Third, it is no transparent that this transformation is associated with improvements at characteristic or reductions at pay suggested by its proponents.

# 5: Synergy

One of the most often used (and poorly understood) condition to hind new corporate strategies, the word synergy stems from the Greek word suneisis, which path “your rivers of agreement flowing together.” We are no certain corporate strategists read this at mind. Usually, they state the simplistic phrase “1 + 1 = 3.”

The closest similarity that comes to care is a good marriage. at such cases, there can really exist synergy with the strengths of each feast complementing the weaknesses of the other, fostering improve decision-making, having to buy only one put of china, and having one good put of ears and one good put of eyes at the cinema. Of course, about half of total marriages disagree at section (not much synergy there), and half of the remainder are wretched (not much synergy there, either). at other words, synergy sometimes factory at wedding and at business, still frequently it does not.

What happens when synergy meets corporate strategy? if you are tempted here, you nation desire to read Alfred Chandler’s book “Scale and Scope: The Dynamics of Industrial Capitalism.” Or deem the extensive literature above corporate diversification. hind about 50 years of research, the answer to the issue of if diversification improves company  action is, to quote George Carlin, “definitely no yeah.” Some diversification can help, still no a lot. There is an match quantity of evidence that staying focused at one area is lovely good, too.

#6: Roll-ups

Roll-ups are a favorite tactic because forming horizontal chains of organizations. Entrepreneurs begin by buying one outfit; then buy another beneath the assure of combined just force and efficiencies of scale; and summary above a grander scale because they list a behemoth. Entrepreneurs attract new targets and investors based above these promises (and possibly equity); they satisfy Wall road analysts by integrity of combining the salary of the acquired firms to appear “growth.” This motivates new targets and investors to note the party. because the late Princeton economist Uwe Reinhardt once pointed out, it is akin to a Ponzi scheme.

Roll-ups read a quite ignominious origin. Wayne Huizinga (of BlockBuster fame) kicked it off by combining smaller garbage hauling companies at the late 1960s into a corporation called garbage Management. Considering what followed, he got the appoint right. Health anxiety companies got into the action during the 1960s and 1970s by forming hospital chains, and again during the 1980s and 1990s by forming doctor training management companies. These health anxiety roll-ups failed to improve characteristic and diminish cost. They are now making a comeback; the promises of roll-ups today appear eerily alike the promises floated at the 1980s and 1990s. because we read written elsewhere, those responsible because the past debacles read also died or retired, leaving the modern put of managers and investors to possibly quote the mistakes of the past.

#7: Economies of scale

During the 1990s, Wall road analysts justified each health anxiety merger based above economies of scale. We liken this metric to Helen of Troy — the rationale that launched a thousand mergers.

The vocabulary economies of scale gets repeated consequently frequently that everyone assumes they cause to exist. This is known because the “illusory reality effect,” whereby statements heard often are more believable than statements heard impartial once. There is no issue that tiny companies frequently read high total costs because they cause to salary because fixed or setup costs impartial to advantage going and to exist. still many nation familiar from this reality that if hospital systems, doctor networks, insurers, pharmaceutical companies, and the alike impartial advantage big enough, efficiencies will emerge. still most health anxiety firms are nation intensive and consequently need scale economies beyond a relatively modest size.

Chandler’s book “Scale and Scope” covers this topic. We’ll effort to summarize it at a sentence: Scale economies interval above running a higher volume at faster haste above a reduced infrastructure. How many multi-hospital systems read done that?

#8: Bandwagons

Every industry is responsible to “collective movements” — implication everyone jumps above the fashionable bandwagon. This behavior is frequently driven by horror and uncertainty, with nation imitating others because a protective device. Health anxiety has suffered from this behavior because decades. Bandwagon movements read produced waves of hospital mergers and fits of vertical integration and corporate diversification. Such movements are bred by contagion — getting the insect that has infected your competitor. nobody has bothered to deem that innovations adopted because bandwagon reasons rarely improve corporate performance. Ideas do no read to exist evidence based to diffuse.

#9: Disruption

Clayton Christensen popularized the vocabulary “disruptive innovation.” Such innovation involves lower-cost and lower-quality products or services that permeate an underserved (or non-served) just and then immigrate upstream to acknowledge segment away from incumbents who overlook the upstarts. This is a legitimate and significant romance of how some industries evolved. still does it indeed employ to health care?

Christensen himself is no flat sure, flat hind writing approximately the scene because about two decades. at 2017, he issued a illustrate titled, “How Disruptive Innovation can Finally Revolutionize Health care,” (emphasis added).

Many things were supposed to read disrupted the health anxiety industry — retail clinics, ambulatory surgery centers, only specialty hospitals, and the alike — still did not. consequently far, no xerox offering “much cheaper, almost-but-not-quite-as-good quality” anxiety has taken above at the health anxiety sector. Narrow network health plans, implication those that advocate a limited preference of providers at exchange because lower premiums, are the most plausible modern candidate, still buyers are distant from satisfied and the plans themselves operate beneath the danger of backlash, specially because how they treat out-of-network use. Likewise, high-deductible health plans read been spreading, still no without criticism. at neither instance read these innovations still transformed the industry.

# 10: Stage models

Health anxiety consultants, executives, and policymakers are fond of “stage models” — planned endeavors at which things construct upon preceding efforts at linear progression above time. during the 1990s, consultants proposed four stages along which health markets used to evolve from fragmented competition to consolidated delivery systems. during the final few years, we read witnessed three stages of “meaningful use” because electric medical records also because four stages at the motion to value.

Proponents appear undeterred by the evidence that these models are frequently simplistic and wrong. convert is messy, with early results frequently going south into the “valley of despair.” One affair does no necessarily guide to another, it’s sometimes significant to double back, and unpredictable jumps originate that bypass the planned motorway and demand a shortcut. still how do you lay total of that into a PowerPoint slip that motivates nation to proceed along with the change?


(Joe Raedle/Getty Images)

Identifying BS at health care

Astrophysicist and celebrity Carl Sagan once developed a baloney detection kit to root out bogus science. Here are some of the tools he included:

  • seek independent confirmation of the “facts”
  • encourage argue above the evidence
  • “authority” carries no weight at the argument
  • consider multiple working hypotheses
  • insist above a deduce tie of evidence

That’s no a ill lay to begin because nation trying to create feeling of what’s going above at the health anxiety space.

Lawton R. Burns, Ph.D., is professor of health anxiety management and management at the college of Pennsylvania’s Wharton university of Business. signal V. Pauly, Ph.D., is professor of health anxiety management and affair economics and public policy at the Wharton School.