Funding, Deals & Partnerships: BIOLOGICS & MEDICAL DEVICES; BioMed e-Series; Medicine and Life Sciences Scientific Journal – http://PharmaceuticalIntelligence.com
Infertility is a major reproductive health issue that affects about 12% of women of reproductive age in the United States. Aneuploidy in eggs accounts for a significant proportion of early miscarriage and in vitro fertilization failure. Recent studies have shown that genetic variants in several genes affect chromosome segregation fidelity and predispose women to a higher incidence of egg aneuploidy. However, the exact genetic causes of aneuploid egg production remain unclear, making it difficult to diagnose infertility based on individual genetic variants in mother’s genome. Although, age is a predictive factor for aneuploidy, it is not a highly accurate gauge because aneuploidy rates within individuals of the same age can vary dramatically.
Researchers described a technique combining genomic sequencing with machine-learning methods to predict the possibility a woman will undergo a miscarriage because of egg aneuploidy—a term describing a human egg with an abnormal number of chromosomes. The scientists were able to examine genetic samples of patients using a technique called “whole exome sequencing,” which allowed researchers to home in on the protein coding sections of the vast human genome. Then they created software using machine learning, an aspect of artificial intelligence in which programs can learn and make predictions without following specific instructions. To do so, the researchers developed algorithms and statistical models that analyzed and drew inferences from patterns in the genetic data.
As a result, the scientists were able to create a specific risk score based on a woman’s genome. The scientists also identified three genes—MCM5, FGGY and DDX60L—that when mutated and are highly associated with a risk of producing eggs with aneuploidy. So, the report demonstrated that sequencing data can be mined to predict patients’ aneuploidy risk thus improving clinical diagnosis. The candidate genes and pathways that were identified in the present study are promising targets for future aneuploidy studies. Identifying genetic variations with more predictive power will serve women and their treating clinicians with better information.
Big pharma companies are snapping up collaborations with firms using AI to speed up drug discovery, with one of the latest being Sanofi’s pact with Exscientia.
Tech giants are placing big bets on digital health analysis firms, such as Oracle’s €25.42B ($28.3B) takeover of Cerner in the US.
There’s also a steady flow of financing going to startups taking new directions with AI and bioinformatics, with the latest example being a €20M Series A round by SeqOne Genomics in France.
“IBM Watson uses a philosophy that is diametrically opposed to SeqOne’s,” said Jean-Marc Holder, CSO of SeqOne. “[IBM Watson seems] to rely on analysis of large amounts of relatively unstructured data and bet on the volume of data delivering the right result. By opposition, SeqOne strongly believes that data must be curated and structured in order to deliver good results in genomics.”
Francisco Partners is picking up a range of databases and analytics tools – including
Health Insights,
MarketScan,
Clinical Development,
Social Programme Management,
Micromedex and
other imaging and radiology tools, for an undisclosed sum estimated to be in the region of $1 billion.
IBM said the sell-off is tagged as “a clear next step” as it focuses on its platform-based hybrid cloud and artificial intelligence strategy, but it’s no secret that Watson Health has failed to live up to its early promise.
The sale also marks a retreat from healthcare for the tech giant, which is remarkable given that it once said it viewed health as second only to financial services market as a market opportunity.
IBM said it “remains committed to Watson, our broader AI business, and to the clients and partners we support in healthcare IT.”
The company reportedly invested billions of dollars in Watson, but according to a Wall Street Journal report last year, the health business – which provided cloud-based access to the supercomputer and a range of analytics services – has struggled to build market share and reach profitability.
An investigation by Stat meanwhile suggested that Watson Health’s early push into cancer for example was affected by a premature launch, interoperability challenges and over-reliance on human input to generate results.
For its part, IBM has said that the Watson for Oncology product has been improving year-on-year as the AI crunches more and more data.
That is backed up by a meta analysis of its performance published last year in Nature found that the treatment recommendations delivered by the tool were largely in line with human doctors for several cancer types.
However, the study also found that there was less consistency in more advanced cancers, and the authors noted the system “still needs further improvement.”
Watson Health offers a range of other services of course, including
tools for genomic analysis and
running clinical trials that have found favour with a number of pharma companies.
Francisco said in a statement that it offers “a market leading team [that] provides its customers with mission critical products and outstanding service.”
The deal is expected to close in the second quarter, with the current management of Watson Health retaining “similar roles” in the new standalone company, according to the investment company.
IBM’s step back from health comes as tech rivals are still piling into the sector.
@pharma_BI is asking: What will be the future of WATSON Health?
@AVIVA1950 says on 1/26/2022:
Aviva believes plausible scenarios will be that Francisco Partners will:
A. Invest in Watson Health – Like New Mountains Capital (NMC) did with Cytel
B. Acquire several other complementary businesses – Like New Mountains Capital (NMC) did with Cytel
C. Hold and grow – Like New Mountains Capital (NMC) is doing with Cytel since 2018.
D. Sell it in 7 years to @Illumina or @Nvidia or Google’s Parent @AlphaBet
1/21/2022
IBM said Friday it will sell the core data assets of its Watson Health division to a San Francisco-based private equity firm, marking the staggering collapse of its ambitious artificial intelligence effort that failed to live up to its promises to transform everything from drug discovery to cancer care.
IBM has reached an agreement to sell its Watson Health data and analytics business to the private-equity firm Francisco Partners. … He said the deal will give Francisco Partners data and analytics assets that will benefit from “the enhanced investment and expertise of a healthcare industry focused portfolio.”5 days ago
5 days ago — IBM has been trying to find buyers for the Watson Health business for more than a year. And it was seeking a sale price of about $1 billion, The …Missing: Statement | Must include: Statement
5 days ago — IBM Watson Health – Certain Assets Sold: Executive Perspectives. In a prepared statement about the deal, Tom Rosamilia, senior VP, IBM Software, …
Feb 18, 2021 — International Business Machines Corp. is exploring a potential sale of its IBM Watson Health business, according to people familiar with the …
3 days ago — Nuance played a part in building watson in supplying the speech recognition component of Watson. Through the years, Nuance has done some serious …
Can the Public Benefit Company Structure Save US Healthcare?
Curator: Stephen J. Williams, Ph.D.
UPDATED 3/15/2023
According to Centers for Medicare and Medicare Services (CMS.gov) healthcare spending per capita has reached 17.7percent of GDP with, according to CMS data:
From 1960 through 2013, health spending rose from $147 per person to $9,255 per person, an average annual increase of 8.1 percent.
the National Health Expenditure Accounts (NHEA) are the official estimates of total health care spending in the United States. Dating back to 1960, the NHEA measures annual U.S. expenditures for health care goods and services, public health activities, government administration, the net cost of health insurance, and investment related to health care. The data are presented by type of service, sources of funding, and type of sponsor.
Graph: US National Healthcare Expenditures as a percent of Gross Domestic Product from 1960 to current. Recession periods are shown in bars. Note that the general trend has been increasing healthcare expenditures with only small times of decrease for example 2020 in year of COVID19 pandemic. In addition most of the years have been inflationary with almost no deflationary periods, either according to CPI or healthcare costs, specifically.
U.S. health care spending grew 4.6 percent in 2019, reaching $3.8 trillion or $11,582 per person. As a share of the nation’s Gross Domestic Product, health spending accounted for 17.7 percent.
And as this spending grew (demand for health care services) associated costs also rose but as the statistical analyses shows there was little improvement in many health outcome metrics during the same time.
Graph of the Growth of National Health Expenditures (NHE) versus the growth of GDP. Note most years from 1960 growth rate of NHE has always been higher than GDP, resulting in a seemingly hyperinflationary effect of healthcare. Also note how there are years when this disconnect is even greater, as there were years when NHE grew while there were recessionary periods in the general economy.
It appears that US healthcare may be on the precipice of a transformational shift, but what will this shift look like? The following post examines if the corporate structure of US healthcare needs to be changed and what role does a Public Benefit Company have in this much needed transformation.
Hippocratic Oath
I swear by Apollo the physician, and Asclepius, and Hygieia and Panacea and all the gods and goddesses as my witnesses, that, according to my ability and judgement, I will keep this Oath and this contract:
To hold him who taught me this art equally dear to me as my parents, to be a partner in life with him, and to fulfill his needs when required; to look upon his offspring as equals to my own siblings, and to teach them this art, if they shall wish to learn it, without fee or contract; and that by the set rules, lectures, and every other mode of instruction, I will impart a knowledge of the art to my own sons, and those of my teachers, and to students bound by this contract and having sworn this Oath to the law of medicine, but to no others.
I will use those dietary regimens which will benefit my patients according to my greatest ability and judgement, and I will do no harm or injustice to them.
I will not give a lethal drug to anyone if I am asked, nor will I advise such a plan; and similarly I will not give a woman a pessary to cause an abortion.
In purity and according to divine law will I carry out my life and my art.
I will not use the knife, even upon those suffering from stones, but I will leave this to those who are trained in this craft.
Into whatever homes I go, I will enter them for the benefit of the sick, avoiding any voluntary act of impropriety or corruption, including the seduction of women or men, whether they are free men or slaves.
Whatever I see or hear in the lives of my patients, whether in connection with my professional practice or not, which ought not to be spoken of outside, I will keep secret, as considering all such things to be private.
So long as I maintain this Oath faithfully and without corruption, may it be granted to me to partake of life fully and the practice of my art, gaining the respect of all men for all time. However, should I transgress this Oath and violate it, may the opposite be my fate.
Translated by Michael North, National Library of Medicine, 2002.
Much of the following information can be found on the Health AffairsBlog in a post entitled
Limitations of For Profit and Non-Profit Hospitals
For profit represent ~ 25% of US hospitals and are owned and governed by shareholders, and can raise equity through stock and bond markets.
According to most annual reports, the CEOs incorrectly assume they are legally bound as fiduciaries to maximize shareholder value. This was a paradigm shift in priorities of companies which started around the mid 1980s,aphenomenon discussed below.
A by-product of this business goal, to maximize shareholder value, is that CEO pay and compensation is naturally tied to equity markets. A means for this is promoting cost efficiencies, even in the midst of financial hardships.
A clear example of the failure of this system can be seen during the 2020- current COVID19 pandemic in the US. According to the Medicare Payment Advisory Commission, four large US hospitals were able to decrease their operating expenses by $2.3 billion just in Q2 2020. This amounted to 65% of their revenue; in comparison three large NONPROFIT hospitals reduced their operating expense by an aggregate $13 million (only 1% of their revenue), evident that in lean times for-profit will resort to drastic cost cutting at expense of service, even in times of critical demands for healthcare.
Because of their tax structure and perceived fiduciary responsibilities, for-profit organizations (unlike non-profit and public benefit corporations) are not legally required to conduct community health need assessments, establish financial assistance policies, nor limit hospital charges for those eligible for financial assistance. In addition to the difference in tax liability, for-profit, unlike their non-profit counterparts, at least with hospitals, are not funded in part by state or local government. As we will see, a large part of operating revenue for non-profit university based hospitals is state and city funding.
Therefore risk for financial responsibility is usually assumed by the patient, and in worst case, by the marginalized patient populations on to the public sector.
Tax Structure Considerations of for-profit healthcare
Financials of major for-profit healthcare entities (2020 annual)
Non-profit Healthcare systems
Nonprofits represent about half of all hospitals in the US. Most of these exist as a university structure, so retain the benefits of being private health systems and retaining the funding and tax benefits attributed to most systems of higher education. And these nonprofits can be very profitable. After taking in consideration the state, local, and federal tax exemptions these nonprofits enjoy, as well as tax-free donations from contributors (including large personal trust funds), a nonprofit can accumulate a large amount of revenue after expenses. In fact 82 nonprofit hospitals had $33 billion of net asset increase year-over-year (20% increase) from 2016 to 2017. The caveat is that this revenue over expenses is usually spent on research or increased patient services (this may mean expanding the physical infrastructure of the hospital or disseminating internal grant money to clinical investigators, expanding the hospital/university research assets which could result in securing even larger amount of external funding from government sources.
And although this model may work well for intercity university/healthcare systems, it is usually a struggle for the rural nonprofit hospitals. In 2020, ten out of 17 rural hospitals that went under were nonprofits. And this is not just true in the tough pandemic year. Over the past two decades multitude of nonprofit rural hospitals had to sell and be taken over by larger for-profit entities.
Hospital consolidation has led to a worse patient experience and no real significant changes in readmission or mortality data. (The article below is how over 130 rural hospitals have closed since 2010, creating a medical emergency in rural US healthcare)
And according to the article below it is only to get worse
The authors of the Health Affairs blog feel a major disadvantage of both the for-profit and non-profit healthcare systems is “that both face limited accountability with respect to anticompettive mergers and acquisitions.”
More hospital consolidation is expected post-pandemic
Hospital deal volume is likely to accelerate due to the financial damage inflicted by the coronavirus pandemic.
The anticipated increase in volume did not show up in the latest quarter, when deals were sharply down.
The pandemic may have given hospitals leverage in coming policy fights over billing and the creation of “public option” health plans.
Hospital consolidation is likely to increase after the COVID-19 pandemic, say both critics and supporters of the merger-and-acquisition (M&A) trend.
The financial effects of the coronavirus pandemic are expected to drive more consolidation between and among hospitals and physician practices, a group of policy professionals told a recent Washington, D.C.-based web briefing sponsored by the Alliance for Health Policy.
“There is a real danger that this could lead to more consolidation, which if we’re not careful could lead to higher prices,” said Karyn Schwartz, a senior fellow at the Kaiser Family Foundation (KFF).
Schwartz cited a recent KFF analysis of available research that concluded “provider consolidation leads to higher health care prices for private insurance; this is true for both horizontal and vertical consolidation.”
Kenneth Kaufman, managing director and chair of Kaufman Hall, noted that crises tend to push financially struggling organizations “further behind.”
“I wouldn’t be surprised at all if that happens,” Kaufman said. “That will lead to further consolidation in the provider market.”
The initial rounds of federal assistance from the CARES Act, which were based first on Medicare revenue and then on net patient revenue, may fuel consolidation, said Mark Miller, PhD, executive vice president of healthcare for Arnold Ventures. That’s because the funding formulas favored organizations that already had higher revenues, he said, and provided less assistance to low-revenue organizations.
HHS has distributed $116.2 billion from the $175 billion in provider funding available through the CARES Act and the Paycheck Protection Program and Health Care Enhancement Act. The largest distributions used the two revenue formulas cited by Miller.
No surge in M&A yet
The expected burst in hospital M&A activity has yet to occur. Kaufman Hall identified 14 transactions in the second quarter of 2020, far fewer than in the same quarter in any of the four preceding years, when second-quarter transactions totaled between 19 and 31. The latest deals were not focused on small hospitals, with average seller revenue of more than $800 million — far larger than the previous second-quarter high of $409 million in 2018.
Six of the 14 announced transactions were divestitures by major for-profit health systems, including Community Health Systems, Quorum and HCA.
Kaufman Hall’s analysis of the recent deals identified another pandemic-related factor that may fuel hospital M&A: closer ties between hospitals. The analysis cited the example of Lifespan and Care New England, which had suspended merger talks in 2019. More recently, in a joint announcement, the CEOs of the two systems noted that because of the COVID-19 crisis, the two systems “have been working together in unprecedented ways” and “have agreed to enter into an exploration process to understand the pros and cons of what a formal continuation of this collaboration could look like in the future.”
The M&A outlook for rural hospitals
The pandemic has had less of a negative effect on the finances of rural hospitals that previously joined larger health systems, said Suzie Desai, senior director of not-for-profit healthcare for S&P Global.
A CEO of a health system with a large rural network told Kaufman the federal grants that the system received for its rural hospitals were much larger than the grants paid through the general provider fund.
“If that was true across the board, then the federal government recognized that many rural hospitals could be at risk of not being able to make payroll; actually running out of money,” Kaufman said. “And they seem to have bent over backwards to make sure that didn’t happen.”
Other CARES Act funding distributed to providers included:
$12.8 billion for 959 safety net hospitals
$11 billion to almost 4,000 rural healthcare providers and hospitals in urban areas that have certain special rural designations in Medicare
Telehealth has helped rural hospitals but has not been sufficient to address the financial losses inflicted by the pandemic, Desai said.
Other coming trends include a sharper cost focus
Desai expects an increasing focus “over the next couple years” on hospital costs because of the rising share of revenue received from Medicare and Medicaid. She expects increased efforts to use technology and data to lower costs.
Billy Wynne, JD, chairman of Wynne Health Group, expects telehealth restrictions to remain relaxed after the pandemic.
Also, the perceptions of the public and politicians about the financial health of hospitals are likely to give those organizations leverage in coming policy fights over changes such as banning surprise billing and creating so-called public-option health plans, Wynne said. As an example, he cited the Colorado legislature’s suspension of the launch of a public option “in part because of sensitivities around hospital finances in the COVID pandemic.”
“Once the dust settles, it’ll be interesting to see if their leverage has increased or decreased due to what we’ve been through,” Wynne said.
About the Author
Rich Daly, HFMA Senior Writer and Editor,
is based in the Washington, D.C., office. Follow Rich on Twitter: @rdalyhealthcare
The quality of care at hospitals acquired during a recent wave of consolidations has gotten worse or stayed the same, according to a study led by Harvard Medical School scientists published Jan. 2 in NEJM.
The findings deal a blow to the often-cited arguments that hospital consolidation would improve care. A flurry of earlier studies showed that mergers increase prices. Now after analyzing patient outcomes after hundreds of hospital mergers, the new research also dashes the hopes that this more expensive care might be of higher quality.
Get more HMS news here
“Our findings call into question claims that hospital mergers are good for patients—and beg the question of what we are getting from higher hospital prices,” said study senior author J. Michael McWilliams, the Warren Alpert Foundation Professor of Health Care Policy in the Blavatnik Institute at HMS and an HMS professor of medicine and a practicing general internist at Brigham and Women’s Hospital.
McWilliams noted that rising hospital prices have been one of the leading drivers of unsustainable growth in U.S. health spending.
To examine the impact of hospital mergers on quality of care, researchers from HMS and Harvard Business School examined patient outcomes from nearly 250 hospital mergers that took place between 2009 and 2013. Using data collected by the Centers for Medicare and Medicaid Services, they analyzed variables such as 30-day readmission and mortality rates among patients discharged from a hospital, as well as clinical measures such as timely antibiotic treatment of patients with bacterial pneumonia. The researchers also factored in patient experiences, such as whether those who received care at a given hospital would recommend it to others. For their analysis, the team compared trends in these indicators between 246 hospitals acquired in merger transactions and unaffected hospitals.
The verdict? Consolidation did not improve hospital performance, and patient-experience scores deteriorated somewhat after the mergers.
The study was not designed to examine the reasons behind the worsening in patient experience. Weakening of competition due to hospital mergers could have contributed, the researchers said, but deeper exploration suggested other potential mechanisms. Notably, the analysis found the decline in patient-experience scores occurred mainly in hospitals acquired by hospitals that already had a poor patient-experience score—a finding that suggests acquisitions facilitate the spread of low quality care but not of high quality care.
The researchers caution that isolated, individual mergers may have still yielded positive results—something that an aggregate analysis is not powered to capture. And the researchers could only examine measurable aspects of quality. The trend in hospital performance on these standard measures, however, appears to point to a net effect of overall decline, the team said.
“Since our study estimated the average effects of mergers, we can’t rule out the possibility that some mergers are good for patient care,” said first author Nancy Beaulieu, research associate in health care policy at HMS. “But this evidence should give us pause when considering arguments for hospitals mergers.”
The work was supported by the Agency for Healthcare Research and Quality (grant no. U19HS024072).
Co-investigators included Bruce Landon and Jesse Dalton from HMS, Ifedayo Kuye, from the University of California, San Francisco, and Leemore Dafny from Harvard Business School and the National Bureau of Economic Research.
Public benefit corporations (versus Benefit Corporate status, which is more of a pledge) are separate legal entities which exist as a hybrid, for-profit/nonprofit company but is mandated to
Pursue a general or specific public benefit
Consider the non-financial interests of its shareholders and other STAKEHOLDERS when making decision
report how well it is achieving its overall public benefit objectives
Have limited fiduciary responsibility to investors that remains IN SCOPE of public benefit goal
In essence, the public benefit corporations executives are mandated to run the company for the benefit of STAKEHOLDERS first, if those STAKEHOLDERS are the public beneficiary of the company’s goals. This in essence moves the needle away from the traditional C-Corp overvaluing the needs of shareholders and brings back the mission of the company and in the case of healthcare, the needs of its stakeholders, the consumers of healthcare.
PBCs are legal entities recognized by states rather than by the federal government. So far, in 2020 about 37 states allow companies to incorporate as a PBC. Stipulations of the charter include semiannual reporting of the public benefits bestowed by the company and how well it is achieving its public benefit mandate. There are about 3,000 US PBCs. Some companies have felt it was in their company mission and financial interest to change incorporation as a PBC.
Some well known PBCs include
Ben and Jerry’s Ice Cream
American Red Cross
Susan B. Komen Foundation
Allbirds (a shoe startup valued at $1.7 billion when made switch)
Bombas (the sock company that donates extra socks when you buy a pair)
Lemonade (a publicly traded insurance PBC that has beneficiaries select a nonprofit that the company will donate to)
Although the number of PBCs in the healthcare arena is increasing
Not many PBCs are in the area of healthcare delivery
Noone is quite sure what the economic model would look like for a healthcare delivery PBC
Some example of hospital PBC include NYC Health + Hospitals and Community First Medical Center in Chicago.
Benefits of moving a hospital to PBC Status
PBCs are held legally accountable to a predefined public benefit. For hospitals this could be delivering cost-effective quality of care and affordable to a local citizenry or an economically disadvantaged population. PBCs must produce at least an annual report on the public benefits it has achieved contrasted against a third party standard. For example a hospital could include data of Medicaid related mortality risks, data neither the C-corp nor the nonprofit 501c would have to report on. Most nonprofits and charities report their taxes on a schedule H or Form 990, which only has to report the officer’s compensation as well as monies given to charitable organizations, or other 501 organizations. The nonprofit would show a balance of zero as the donated money for that year would be allocated out for various purposes. Hospitals, even as nonprofits, are not required to submit all this data. Right now in US the ACA just requires any hospital that receives government or ACA insurance payments to report certain outcome statistics. Although varying state by state, a PBC should have a “benefit officer” to make sure the mandate is being met. In some cases a PBC benefit officer could sue the board for putting shareholder interest over the public benefit mandate.
A PBC can include community stakeholders in the articles of incorporation thus giving a voice to local community members. This would be especially beneficial for a hospital serving, say, a rural community.
PBCs do have advantages of the for-profit companies as they are not limited to non-equity forms of investment. A PBC can raise money in the equity markets or take on debt and finance it. These financial instruments are unavailable to the non-profit. Yet one interesting aspect is that PBCs require a HIGHER voting threshold by shareholders than a traditional for profit company in the ability to change their public benefit or convert their PBC back to a for-profit.
Limitations of the PBC
Little incentive financially for current and future hospitals to incorporate as a PBC. Herein lies a huge roadblock given the state of our reimbursement structure in this country. Although there may be an incentive with regard to hiring and retention of staff drawn to the organization’s social purpose. There have been, in the past, suggestions to allow hospitals that incorporate at PBC to receive some tax benefit, but this legislation has not gone through either at state or federal level. (put link to tax article).
In order for there to be value to constituents (patients) there must be strong accountability measures. This will require the utmost in ethical behavior by a board and executives. We have witnessed, through M&A by large health groups, anticompetitive and near monopoly behavior.
There are no federal guidelines but varying guidelines from state to state. There must be some federal recognition of the PBC status when it comes to healthcare, such as that the government is one of the biggest payers of US healthcare.
This is a great interview with ArcHealth, a PBC healthcare system.
Arc Health PBC is a public benefit corporation, a mission-driven for-profit company that utilizes a market-driven approach to achieving our short and long-term social goals. As a public benefit corporation, Arc Health is also a social enterprise working to further our mission of providing healthcare to rural, underserved, and indigenous communities through business practices that improve the recruitment and retention of quality healthcare providers.
What is a Social Enterprise?
While there is no one exact definition, according to the Social Enterprise Alliance, a social enterprise is an “organization that addresses a basic unmet need or solves a social or environmental problem through a market-driven approach.” A social enterprise is not a distinct legal entity, but instead, an “ideological spectrum marrying commercial approaches with social good.” Social enterprises foster a dual-bottom-line – simultaneously seeking profits and social impact. Arc Health, like many social enterprises, seeks to be self–sustainable.
Two primary structures fall under the social enterprise umbrella: nonprofits and for-profit organizations. There are also related entities within both structures that could be considered social enterprises. Any of these listed structures can be regarded as a social enterprise depending on if and how involved they are with socially beneficial programs.
What is a Public Benefit Corporation?
Public Benefit Corporations (PBCs), also known as benefit corporations, are “for-profit companies that balance maximizing value to stakeholders with a legally binding commitment to a social or environmental mission.” PBCs operate as for-profit entities with no tax advantages or exemptions. Still, they must have a “purpose of creating general public benefit,” such as promoting the arts or science, preserving the environment, or providing benefits to underserved communities. PBCs must attain a higher degree of corporate purpose, expanded accountability, and expected transparency.
There are now over 3,000 registered PBCs, comprising approximately 0.1% of American businesses.
As a PBC, Arc Health expects to access capital through individual investors who seek financial returns, rather than through donations. Arc Health’s investors make investments with a clear understanding of the balance the company must strike between financial returns (I.e., profitability) and social purpose. Therefore, investors expect the company to be operationally profitable to ensure a financial return on their investments, while also making clear to all stakeholders and the public that generating social impact is the priority.
What is the difference between a Social Enterprise and PBC?
Social enterprises and PBCs emulate similar ideals that value the importance and need to invoke social change vis-a-vis working in a market-driven industry. Public benefit corporations fall under the social enterprise umbrella. An organization may choose to use a social enterprise model and incorporate itself as either a not-for-profit, C-Corp, PBC, or other corporate structure.
How did Arc Health Become a Public Benefit Corporation?
Arc Health was initially formed as a C-Corp. In 2019, Arc Health’s CEO and Co-Founder, Dave Shaffer, guided the conversion from a C-Corp to a PBC, incorporated in Delaware. Today, Arc Health follows guidelines and expectations for PBCs, including adhering to the State of Delaware’s requirements for PBCs.
Why is Arc Health a Social Enterprise and Public Benefit Corporation?
Arc Health believes it is essential to commit ourselves to our mission and demonstrate our dedication through our actions. We work to adhere to the core values of accountability, transparency, and purpose. As a registered public benefit company and a social enterprise, we execute our drive to achieve health equity in tangible and effective ways that the communities we work with, our stakeholders, and our providers expect of us.
90% of Americans say that companies must not only say a product or service is beneficial, but they also need to prove its benefit.
When we partner with health clinics and hospitals, we aim to provide services that enact lasting change. For example, we work with healthcare providers who desire to contribute both clinical and non-clinical skills. In 2020, Arc Health clinicians developed COVID-19 response protocols and educational materials about the vaccines. They participated in pain management working groups. They identified and followed up with kids in the community who were overdue for a well-child check. Arc Health providers should be driven by a desire to develop a long-term relationship with a healthcare service provider and participate in its successes and challenges.
Paradigm Shift in the 1980’s: Companies Start to Emphasize Shareholders Over Stakeholders
So earlier in this post we had mentioned about a shift in philosophy at the corporate boardroom that affected how comparate thought, value, and responsibility: Companies in the 1980s started to shift their focus and value only the needs of corporate ShAREHOLDERS at the expense of their traditional STAKEHOLDERS (customers, clients). Many movies and books have been written on this and debatable if deliberate or a by-product of M&A, hostile takeovers, and the stock market in general but the effect was that the consumer was relegated as having less value, even though marketing budgets are very high. The fiduciary responsibility of the executive was now defined in terms of satisfying shareholders, who were now big huge and powerful brokerage houses, private equity, and hedge funds. A good explanation by Medium.com Tyler Lasicki is given below.
In a famous 1970 New York Times Article, Milton Friedman postulated that the CEO, as an employee of the shareholder, must strive to provide the highest possible return for all shareholders. Since that article, the United States has embraced this idea as the fundamental philosophy supporting the ultimate purpose of businesses — The Shareholders Come First.
In August of 2019, the Business Roundtable, a group made up of the most influential U.S CEOs, published a letter shifting their stance on the purpose of a corporation. Regardless of whether this piece of paper will actually result in any systematic changes has yet to be seen, however this newly stated purpose of business is a dramatic shift from the position Milton Friedman took in 1970. According to the statement, these corporations will no longer prioritize maximizing profits for shareholders, but instead turn their focus to benefiting all stakeholders — including citizens, customers, suppliers, employees, on par with shareholders.
Now the social responsibility of a company and the CEO was to maxiimize the profits even at the expense of any previous social responsibility they once had.
Small sample of the 181 Signatures attached to the Business Roundtable’s letter
What has happened over the past 50 years that has led to such a fundamental change in ideology? What has happened to make the CEO’s of America’s largest corporations suddenly change their stance on such a foundational principle of what it means to be an American business?
Since diving into this subject, I have come to find that the “American fundamental principle” of putting shareholders first is one that is actually not all that fundamental. In fact, for a large portion of our nation’s history this ideology was actually seen as the unpopular position.
Key ideological shifts in U.S. history
This post dives into a brief history of these two contrasting ideological viewpoints in an attempt to contextualize the forces behind both sides — specifically, the most recent shift (1970–2019). This basic idea of what is most important; the stakeholder or the shareholder, is the underlying reason as to why many things are the way they are today. A corporation’s priority of shareholder or stakeholder ultimately impacts employee salaries, benefits, quality of life within communities, environmental conditions, even the access to education children can receive. It affects our lives in a breadth and depth of ways and now that corporations may be changing positions (yet again) to focus on a model that prioritizes the stakeholder, it is important to understand why.
Looking forward, if stakeholder priority ends up being the popular position among American businesses, how long will it last for? What could lead to its downfall? And what will managers do to ensure a long term stakeholder-friendly business model?
It is clear to me the reasons that have led to these shifts in ideology are rather nuanced, however I want to highlight a few trends that have had a major impact on businesses changing their priorities while also providing context as to why things have shifted.
The Ascendancy of Shareholder Value
Following the 1929 stock market crash and the Great Depression, stakeholder primacy became the popular perspective within corporate America. Stakeholder primacy is the idea that corporations are to consider a wider group of interested parties (not just shareholders) whose positions need to be taken into consideration by corporate governance. According to this point of view, rather than solely being an agent for shareholders, management’s responsibilities were to be dispersed among all of its constituencies, even if it meant a reduction in shareholder value. This ideology lasted as the dominant position for roughly 40 years, in part due to public opinion and strong views on corporate responsibility, but also through state adoption of stakeholder laws.
By the mid-1970s, falling corporate profitability and stagnant share prices had been the norm for a decade. This poor economic performance influenced a growing concern in the U.S. regarding the perceived divergence between manager and shareholder interest. Many held the position that profits and share prices were suffering as a result of corporation’s increased attention on stakeholder groups.
This noticeable divergence in interests sparked many academics to focus their research on corporate management’s motivations in decision making regarding their allocation of resources. This branch of research would later be known as agency theory, which focused on the relationship between principals (shareholders) and their agents (management). Research at the time outlined how over the previous decades corporate management had pursued strategies that were not likely to optimize resources from a shareholder’s perspective. These findings were part of a seismic shift of corporate philosophy, changing priority from the stakeholders of a business to the shareholders.
By 1982, the U.S. economy started to recover from a prolonged period of high inflation and low economic growth. This recovery acted as a catalyst for change in many industries, leaving many corporate management teams to struggle in response to these changes. Their business performance suffered as a result. These distressed businesses became targets for a group of new investors…private equity firms.
Now the paradigm shift had its biggest backer…. private equity! And private equity care about ONE thing….. THEIR OWN SHARE VALUE and subsequently meaning corporate profit, which became the most important directive for the CEO.
So it is all hopeless now? Can there be a shift back to the good ‘ol days?
Well some changes are taking place at top corporate levels which may help the stakeholders to have a voice at the table, as the following IRMagazine article states.
And once again this is being led by the Business Roundtable, the same Business Roundtable that proposed the shift back in the 1970s.
n a major corporate shift, shareholder value is no longer the main objective of the US’ top company CEOs, according to the Business Roundtable, which instead emphasizes the ‘purpose of a corporation’ and a stakeholder-focused model.
The influential body – a group of chief executive officers from major US corporations – has stressed the idea of a corporation dropping the age-old notion that corporations function first and foremost to serve their shareholders and maximize profits.
Rather, the focus should be on investing in employees, delivering value to customers, dealing ethically with suppliers and supporting outside communities as the vanguard of American business, according to a Business Roundtable statement.
‘While each of our individual companies serves its own corporate purpose, we share a fundamental commitment to all of our stakeholders,’ reads the statement, signed by 181 CEOs. ‘We commit to deliver value to all of them, for the future success of our companies, our communities and our country.’
Gary LaBranche, president and CEO of NIRI, tells IR Magazine that this is part of a wider trend: ‘The redefinition of purpose from shareholder-focused to stakeholder-focused is not new to NIRI members. For example, a 2014 IR Update article by the late Professor Lynn Stout urges a more inclusive way of thinking about corporate purpose.’
NIRI has also addressed this concept at many venues, including the senior roundtable annual meeting and the NIRI Annual Conference, adds LaBranche. This trend was further seen in the NIRI policy statement on ESG disclosure, released in January this year.
Analyzing the meaning of this change in more detail, LaBranche adds: ‘The statement is a revolutionary break with the Business Roundtable’s previous position that the purpose of the corporation is to create value for shareholders, which was a long-held position championed by Milton Friedman.
‘The challenge is that Friedman’s thought leadership helped to inspire the legal and regulatory regime that places wealth creation for shareholders as the ‘prime directive’ for corporate executives.
‘Thus, commentators like Mike Allen of Axios are quick to point out that some shareholders may actually use the new statement to accuse CEOs of worrying about things beyond increasing the value of their shares, which, Allen reminds us, is the CEOs’ fiduciary responsibility.
‘So while the new Business Roundtable statement reflects a much-needed rebalancing and modernization that speaks to the comprehensive responsibilities of corporate citizens, we can expect that some shareholders will push back on this more inclusive view of who should benefit from corporate efforts and the capital that makes it happen. The new statement may not mark the dawn of a new day, but it perhaps signals the twilight of the Friedman era.’
In a similarly reflective way, Jamie Dimon, chairman and CEO of JPMorgan Chase & Co and chairman of the Business Roundtable, says: ‘The American dream is alive, but fraying. Major employers are investing in their workers and communities because they know it is the only way to be successful over the long term. These modernized principles reflect the business community’s unwavering commitment to continue to push for an economy that serves all Americans.’
Note: Mr Dimon has been very vocal for many years on corporate social responsibility, especially since the financial troubles of 2009.
Impact of New Regulatory Trends in M&A Deals
The following podcast from Pricewaterhouse Cooper Health Research Institute (called Next in Health) discusses some of the trends in healthcare M&A and is a great listen. However from 6:30 on the podcast discusses a new trend which is occuring in the healthcare company boardroom, which is this new focus on integrating companies that have proven ESG (or environmental, social, governance) functions within their organzations. As stated, doing an M&A deal with a company with strong ESG is looked favorably among regulators now.
Please click on the following link to hear a Google Podcast Next in Health episode
Heather shows the feasability of this model with multiple biotech and healthtech startups, including one founded by Mark Cuban.
Health tech unicorn Aledade recently announced that it made the strategic decision to become a public benefit corporation (PBC).
The company joins just a handful of others in healthcare that are structured this way.
So what exactly is a PBC, and why does it matter?
PBCs are a type of for-profit corporate entity that has also adopted a public benefit purpose and is currently authorized by 35 states and the District of Columbia. A PBC must consider the nonfinancial interests of its shareholders and other stakeholders when making decisions. As a public benefit corporation, companies have to weigh their social/environmental objectives alongside maximizing value for shareholders.
While PBC and B Corp. are often used interchangeably, they are not the same. A B Corp. is a certification provided to eligible companies by the nonprofit, B Lab. A PBC is an actual legal entity that bakes into its certificate of incorporation a “public benefit,” according to Rubicon Law Group.
“I don’t think that there is a trade-off between either you do things that are good for society or you make profits in your business.” —Farzad Mostashari, M.D.
PBCs also are required to provide a report to shareholders every two years that detail how well the company is achieving its overall public benefit objectives. In some states, the report must be assessed against a third-party standard and be made publicly available. Delaware PBCs are not required to report publicly or against a third-party standard.
Aledade launched in 2014 and uses data analytics to help independent doctors’ offices transition to value-based care models. The company currently partners with more than 1,000 independent primary care practices comprising over 11,000 physicians and has nearly 150 contracts covering more than 1.7 million patients and $17 billion in total healthcare spending. Last June, the company raised $123 million in a series E round, boosting its valuation to $3.1 billion.
In a blog post, Aledade CEO and co-founder Farzad Mostashari, M.D., explained the company’s reasoning behind the move and said the corporate structure of a PBC is “well suited to mission-oriented companies where alignment with stakeholders is a key driver of the business model.”
“Aledade’s public benefit purpose means that we must weigh the interests of our primary care practice partners, their patients, our employees, and those who bear the burden of rising health care costs, alongside those of our shareholders, when we make decisions,” Mostashari said in an interview. This duty extends to all significant board decisions, including decisions on whether to go public, to make acquisitions or to sell the company, he noted.
The PBC structure helps create alignment among stakeholders and build trust, he said. “I don’t think that there is a trade-off between either you do things that are good for society or you make profits in your business. That might be true for fee-for-service businesses. It’s not true for Aledade,” he said.
He added, “For businesses that are built on trust and alignment, not considering stakeholder benefits gets you neither social good nor profits. If you’re in a business like our business where it’s actually really important that everybody have faith and belief that you are doing what’s best for patients, that you are actually in it for the long-term for practices, that’s what makes us successful as a business.”
Mark Cuban Cost Plus Drugs, which launched in January 2022 to offer low-cost rivals to overpriced generic drugs, also is structured as a public benefit corporation. The company’s founder and CEO Alexander Oshmyansky started the company in 2015 as a nonprofit, according to a feature story in D Magazine. Through Y Combinator, investors told Oshmyansky that the nonprofit model wouldn’t be able to raise the needed funds. He then reworked the business model to a PBC and launched Osh’s Affordable Pharmaceuticals in 2018.
Some other companies that are biotech drug development companies that operate under the PBC model include
Even a traditional for-profit C corporation can work toward a public mission without becoming a PBC. But, in an industry like healthcare, too often the duty to maximize financial returns for shareholders or investors can be in conflict with what is best for patients, executives say.
“With a startup, it might limit the ability to sell their business to a larger company in the future because there might be some limitations on what the larger company could do with the organization.”—Jodi Daniel, a partner in Crowell & Moring’s Health Care Group
According to some healthcare experts, PBCs offer a promising alternative as a business model for healthcare companies by providing a “North Star” by which a company can navigate critical business decisions.
“I think it really helps to drive accountability,” Huang, Osmind’s chief executive, said. “I think that’s important, especially in healthcare where it’s easy sometimes to get misaligned with all the different stakeholders that are involved in the industry. We wanted to make sure we had something to be accountable to. Second, it’s ingrained in the culture. The third element of why it was so helpful for us from the beginning is just on focus and alignment. I think we can be much more clear and transparent about what we’re focused on, our values, how we try to use that transparently to influence our decisions and how we can build a business that really ties all of that together.”
In a Health Affairs article, medical researchers at Stanford, including Jimmy Qian, a co-founder of Osmind, laid out the case for why PBCs may simultaneously improve individual patient outcomes and collective benefit without sacrificing institutions’ financial stability.
PBCs are held legally accountable to a predefined public benefit, which, for hospitals, could involve delivering high-quality, affordable care to local populations. PBCs are required to produce annual benefits reports that are assessed against a third-party standard. “These reports could be used by regulatory agencies such as the Centers for Medicare and Medicaid Services (CMS) or local health authorities to evaluate whether the PBC is making progress toward its stated mission and respond accordingly,” the researchers wrote.
But are there any trade-offs?
Having a public benefit obligation could potentially “tie the hands” of board members who can’t just focus on profits and must focus on those dual responsibilities, noted Jodi Daniel, a partner in Crowell & Moring’s Health Care Group.
“Companies that transition to being a public benefit corporation are intentionally trying to ensure that that the company’s mission doesn’t get diminished over time because it’s in their charter. So it helps [the mission] to endure. But there are pros and cons to that. It is somewhat binding the future board members and executives to follow that mission,” she said.
Daniel said she has spoken with several healthcare companies recently that are weighing the possibility of transitioning to a PBC. “Companies often don’t want to necessarily limit their options in their decision-making in the future. With a startup, it might limit the ability to sell their business to a larger company in the future because there might be some limitations on what the larger company could do with the organization,” she said in an interview.
By making decisions based on interests outside of financial ones, organizations may put themselves at a margin disadvantage as compared to pure for-profit players in the space, wrote Hospitalogy founder Blake Madden.
Faddis with Veeva said the company hasn’t seen any financial or performance trade-off as a result of operating as a PBC. He noted that the move has been good for recruiting, spurred more long-term conversations with customers and has been a source of new ideas.
“Prior to the conversion, you had employees who were thinking of new products or new functionality with the mindset of getting to be commercially successful,” Faddis said. “Now, you also have people thinking about it from the angle of, ‘Does it further one of our PBC purposes and then maybe it’s also going to be commercially successful?'”
Converting to a PBC also can be a tactic to build trust, Daniel noted, especially in healthcare, and that holds the potential to drive business.
One factor that isn’t clear is whether there is sufficient oversight to hold these companies accountable to their stated public mission. Who checks to make sure companies are making progress toward their objectives to improve healthcare?
Osmind publishes its benefit corporation report on its website to make it available to the public even though it is not required to do so. “I think that really highlights the accountability piece of you need to tell the world or at least tell your shareholders how you’re really trying to uphold your public benefit,” Huang said.
Other related articles published on this Open Access Online Scientific Journal on Healthcare Issues include the following:
Patients with type 2 diabetes may soon receive artificial pancreas and a smartphone app assistance
Curator and Reporter: Dr. Premalata Pati, Ph.D., Postdoc
In a brief, randomized crossover investigation, adults with type 2 diabetes and end-stage renal disease who needed dialysis benefited from an artificial pancreas. Tests conducted by the University of Cambridge and Inselspital, University Hospital of Bern, Switzerland, reveal that now the device can help patients safely and effectively monitor their blood sugar levels and reduce the risk of low blood sugar levels.
Diabetes is the most prevalent cause of kidney failure, accounting for just under one-third (30%) of all cases. As the number of people living with type 2 diabetes rises, so does the number of people who require dialysis or a kidney transplant. Kidney failure raises the risk of hypoglycemia and hyperglycemia, or unusually low or high blood sugar levels, which can lead to problems ranging from dizziness to falls and even coma.
Diabetes management in adults with renal failure is difficult for both the patients and the healthcare practitioners. Many components of their therapy, including blood sugar level targets and medications, are poorly understood. Because most oral diabetes drugs are not indicated for these patients, insulin injections are the most often utilized diabetic therapy-yet establishing optimum insulin dose regimes is difficult.
Patients living with type 2 diabetes and kidney failure are a particularly vulnerable group and managing their condition-trying to prevent potentially dangerous highs or lows of blood sugar levels – can be a challenge. There’s a real unmet need for new approaches to help them manage their condition safely and effectively.
The artificial pancreas is a compact, portable medical device that uses digital technology to automate insulin delivery to perform the role of a healthy pancreas in managing blood glucose levels. The system is worn on the outside of the body and consists of three functional components:
a glucose sensor
a computer algorithm for calculating the insulin dose
an insulin pump
The artificial pancreas directed insulin delivery on a Dana Diabecare RS pump using a Dexcom G6 transmitter linked to the Cambridge adaptive model predictive control algorithm, automatically administering faster-acting insulin aspart (Fiasp). The CamDiab CamAPS HX closed-loop app on an unlocked Android phone was used to manage the closed loop system, with a goal glucose of 126 mg/dL. The program calculated an insulin infusion rate based on the data from the G6 sensor every 8 to 12 minutes, which was then wirelessly routed to the insulin pump, with data automatically uploaded to the Diasend/Glooko data management platform.
The Case Study
Between October 2019 and November 2020, the team recruited 26 dialysis patients. Thirteen patients were randomly assigned to get the artificial pancreas first, followed by 13 patients who received normal insulin therapy initially. The researchers compared how long patients spent as outpatients in the target blood sugar range (5.6 to 10.0mmol/L) throughout a 20-day period.
Patients who used the artificial pancreas spent 53 % in the target range on average, compared to 38% who utilized the control treatment. When compared to the control therapy, this translated to approximately 3.5 more hours per day spent in the target range.
The artificial pancreas resulted in reduced mean blood sugar levels (10.1 vs. 11.6 mmol/L). The artificial pancreas cut the amount of time patients spent with potentially dangerously low blood sugar levels, known as ‘hypos.’
The artificial pancreas’ efficacy improved significantly over the research period as the algorithm evolved, and the time spent in the target blood sugar range climbed from 36% on day one to over 60% by the twentieth day. This conclusion emphasizes the need of employing an adaptive algorithm that can adapt to an individual’s fluctuating insulin requirements over time.
When asked if they would recommend the artificial pancreas to others, everyone who responded indicated they would. Nine out of ten (92%) said they spent less time controlling their diabetes with the artificial pancreas than they did during the control period, and a comparable amount (87%) said they were less concerned about their blood sugar levels when using it.
Other advantages of the artificial pancreas mentioned by study participants included fewer finger-prick blood sugar tests, less time spent managing their diabetes, resulting in more personal time and independence, and increased peace of mind and reassurance. One disadvantage was the pain of wearing the insulin pump and carrying the smartphone.
Not only did the artificial pancreas increase the amount of time patients spent within the target range for the blood sugar levels, but it also gave the users peace of mind. They were able to spend less time having to focus on managing their condition and worrying about the blood sugar levels, and more time getting on with their lives.
The team is currently testing the artificial pancreas in outpatient settings in persons with type 2 diabetes who do not require dialysis, as well as in difficult medical scenarios such as perioperative care.
“The artificial pancreas has the potential to become a fundamental part of integrated personalized care for people with complicated medical needs,” said Dr Lia Bally, who co-led the study in Bern.
The authors stated that the study’s shortcomings included a small sample size due to “Brexit-related study funding concerns and the COVID-19 epidemic.”
Boughton concluded:
We would like other clinicians to be aware that automated insulin delivery systems may be a safe and effective treatment option for people with type 2 diabetes and kidney failure in the future.
Developing Machine Learning Models for Prediction of Onset of Type-2 Diabetes
Reporter: Amandeep Kaur, B.Sc., M.Sc.
A recent study reports the development of an advanced AI algorithm which predicts up to five years in advance the starting of type 2 diabetes by utilizing regularly collected medical data. Researchers described their AI model as notable and distinctive based on the specific design which perform assessments at the population level.
The first author Mathieu Ravaut, M.Sc. of the University of Toronto and other team members stated that “The main purpose of our model was to inform population health planning and management for the prevention of diabetes that incorporates health equity. It was not our goal for this model to be applied in the context of individual patient care.”
Research group collected data from 2006 to 2016 of approximately 2.1 million patients treated at the same healthcare system in Ontario, Canada. Even though the patients were belonged to the same area, the authors highlighted that Ontario encompasses a diverse and large population.
The newly developed algorithm was instructed with data of approximately 1.6 million patients, validated with data of about 243,000 patients and evaluated with more than 236,000 patient’s data. The data used to improve the algorithm included the medical history of each patient from previous two years- prescriptions, medications, lab tests and demographic information.
When predicting the onset of type 2 diabetes within five years, the algorithm model reached a test area under the ROC curve of 80.26.
The authors reported that “Our model showed consistent calibration across sex, immigration status, racial/ethnic and material deprivation, and a low to moderate number of events in the health care history of the patient. The cohort was representative of the whole population of Ontario, which is itself among the most diverse in the world. The model was well calibrated, and its discrimination, although with a slightly different end goal, was competitive with results reported in the literature for other machine learning–based studies that used more granular clinical data from electronic medical records without any modifications to the original test set distribution.”
This model could potentially improve the healthcare system of countries equipped with thorough administrative databases and aim towards specific cohorts that may encounter the faulty outcomes.
Research group stated that “Because our machine learning model included social determinants of health that are known to contribute to diabetes risk, our population-wide approach to risk assessment may represent a tool for addressing health disparities.”
Ravaut M, Harish V, Sadeghi H, et al. Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes. JAMA Netw Open. 2021;4(5):e2111315. doi:10.1001/jamanetworkopen.2021.11315 https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2780137
Other related articles were published in this Open Access Online Scientific Journal, including the following:
AI in Drug Discovery: Data Science and Core Biology @Merck &Co, Inc., @GNS Healthcare, @QuartzBio, @Benevolent AI and Nuritas
Reporters: Aviva Lev-Ari, PhD, RN and Irina Robu, PhD
The state’s largest hospital system on Friday reported the worst financial loss in its history while fighting the COVID-19 pandemic — but still ended the fiscal year in better shape than expected.
Mass General Brigham, formerly known as Partners HealthCare, lost $351 million on operations in the fiscal year that ended Sept. 30. In 2019, the system recorded a gain of $382 million.
The loss, however, is not as great as projected, thanks in part to an infusion of federal aid and patients returning to hospitals in large numbers after the first COVID surge receded.
“2020 is like no other year,” said Peter Markell, chief financial officer at Mass General Brigham, which includes Massachusetts General Hospital, Brigham and Women’s Hospital, and several community hospitals. “At the end of the day, we came out of this better than we thought we might.”
Total revenue for the year remained relatively stable at about $14 billion.
When the pandemic first hit Massachusetts in March, hospitals across the state suddenly experienced sharp drops in revenue because they canceled so much non-COVID care to respond to the crisis at hand. They also faced new costs related to COVID, including the personal protective equipment needed to keep health care workers safe from infection.
Federal aid helped to make up much of the losses, including $546 million in grant money that went to Mass General Brigham. The nonprofit health system also slashed capital expenses in half, by about $550 million, and temporarily froze employee wages and cut their retirement benefits.
Among the unusual new costs for Mass General Brigham this year was the expense of building a field hospital, Boston Hope, at the Boston Convention and Exhibition Center. The project cost $15 million to $20 million, Markell said, and Mass General Brigham is working to recoup those costs from government agencies.
The second surge of COVID, now underway, could hit hospitals’ bottom lines again, though Markell expects a smaller impact this time. One reason is because hospitals are trying to treat most of the patients who need care for conditions other than COVID even while treating growing numbers of COVID patients. In the spring, hospitals canceled vastly more appointments and procedures in anticipation of the first wave of COVID.
Mass General Brigham hospitals were treating more than 300 COVID patients on Friday, among the more than 1,600 hospitalized across the state.
Steve Walsh, president of the Massachusetts Health & Hospital Association, said hospitals across the state will need more federal aid as they continue battling COVID into the new year.
“The financial toll of COVID-19 has been felt by every hospital and health care organization in the Commonwealth,” he said. “Those challenges will continue during 2021.”
Integration of Mass General Hospital and Brigham Women’s Hospital was accelerated by the COVID-19 pandemic
Reporter: Aviva Lev-Ari, PhD, RN
BASED on
At Mass General Brigham, a sweeping effort to unify hospitals and shed old rivalries
Executives say greater cooperation is necessary to stay relevant in a dynamic and competitive health care industry. But the aggressive push to integrate is stirring tensions and sowing discontent among doctors and hospital leaders.
The work of integration was accelerated by the COVID-19 pandemic. As patients flooded hospitals last spring, Mass General Brigham — not each of its individual hospitals — set pandemic policies, from what kind of personal protective equipment health care providers should wear, to which visitors were allowed inside hospitals, to how employees would be paid if they were out sick with the virus.
During the winter surge of COVID, Mass General Brigham officials closely tracked beds across their system and transferred patients daily from one hospital to another to ensure that no one facility became overwhelmed.
And, in the early months of the pandemic, the company dropped the name Partners, which meant little to patients, and unveiled a new brand to reflect the strength of its greatest assets, MGH and the Brigham.
Officials at the nonprofit health system have instructeddepartment heads across their hospitals to coordinate better, so, for example, if a patient needs surgery at the Brigham but is facing a long wait, they can refer that patient to another site within Mass General Brigham.
Some executives want patients, eventually, to be able to go online and book appointments at any Mass General Brigham facility, as easily as they make reservations for dinner or a hotel.
Walls described it like this: “How do we put things together that make things better and easier for patients, and leave alone things that are better where they are?
“We’re not going to push things together that don’t fit together,” he said.
And yet the aggressive pursuit of “systemness,” as executives call it, is taking a toll. Physicians and hospital leaders are struggling with the loss of control over their institutions and worried that the new era of top-down management threatens to homogenize a group of hospitals with different cultures and identities.
Veteran physicians and leaders have been surprised and upset by the power shift that is stripping them of the ability to make key decisions and unhappy with abrupt changes they feel are occurring with little discussion. Most are uncomfortable sharing their concerns publicly.
“If you’re not on the train, you’re getting run over by the train,” said one former Mass General Brigham executive who requested anonymity in orderto speak openly. “It’s not an environment to invite debate.”
Amid the restructuring, senior executives are departing in droves. They include the CEO of the MGH physicians group, Dr. Timothy Ferris; Brigham and Women’s president Dr. Elizabeth Nabel; chief financial officer of the system, Peter Markell; Cooley Dickinson Hospital president Joanne Marqusee; and president of Spaulding Rehabilitation Network, David Storto.
Some also fear the internal discord could hinder Mass General Brigham’s ability to attract talented leaders.
Top executives acknowledge there is angst — “Change is hard,” Klibanski said — but are pushing ahead.
In an announcement televised on C-Span, President Elect Joseph Biden announced his new Science Team to advise on science policy matters, as part of the White House Advisory Committee on Science and Technology. Below is a video clip and the transcript, also available at
Opportunity Mapping of the E-Health Sector prior to COVID19 Outbreak
Authors: Akad Doha, Markman Ofer and Lefkort Jared
This paper investigates 30 deals in the fields of digital health and e-health from 2017-2020, specifically observing deal size and other critical information.
Variables:
Target audience – the target audience of the deal purpose
Year – the year in which the deal was conducted
Deal size – deal size in million $USD
Deal business rationale
Platform type
Service type
Deal prioritization
Market
Field
Descriptive Statistics and General Characteristics:
Deals in the field of digital and e-health were targeted towards six groups. This includes patients, {general}, organizations, employees, aging in place, and students. The majority of deals were focused on patients, as is seen in figure 1.
Figure 1: Tech Company Deals Organized by Target Population
Figure 2: Size of Tech Company Deals from 2017-2019, Organized by Target Population
Figure 2 depicts the size of deals in the digital and e-health fields in $USD between 2017-2019, targeting different populations. Those deals targeting the “general” population, and those targeting patients were observed to have the largest size. In particular, deals focused on patients were found to be significantly larger in 2018 when compared to patient-focused deals in 2017 and 2019.
Figure 3: Size and Specific Market of Digital and E-Health Deals by Target Population
Figure 3 shows that in the technology market, the greatest deal size is observed when targeted towards the general population, or patients. On the other hand, deals in the health services market tend to have the greatest size when targeted towards general customers, employees, and patients.
Figure 4: Rationale for Deals in the Tech Industry
Figure 5: Deal Sizes based on Business Rationale
Deals that introduce a new service for a company represent the largest deals. It is also important to note that deals focused on digital solutions and improvements to existing services were fairly large in size. When examining the relationship between deal size and business rationale, we can see that the largest and majority of deals were focused on company independence, acquiring information, market expansion, the addition of a new service or product, and the expansion of saas (software as a service).
This information has led to the analysis that there is a relationship between business rationale deal size.
Figure 6: Number of Deals by Platform Usage
While substantial platform usage information was not available for all companies, for those that had data, app and cloud platforms tended to be the dominant platform.
Figure 7: Number of Deals by Target Experience Improvement
Figure 8: Deal Size by Target Experience Improvement
Customer and patient experience where the main interest of deals in 2017 and 2018.
Figure 8 shows that customer and patient experience categories account for the largest deal sizes.
Figure 9: Number of Deals by Market Sector
Figure 10: Deal Size by Market
Figure 9 depicts the fact that most deals occurred in the health services, technology and analytics markets from 2017 to 2019. Figure 10 shows that clinical, research, and shopping markets have the three largest average deal sizes. Thus, the market in which the deal occurs plays a major role in the size of each deal.
Figure 11: Number of Deals by Field
Figure 12: Deal Size by Field
The majority of deals observed occurred in the fields of healthcare and internet-based media. The field of the deal is one of the four main contributors to the size of a deal.
If we look at the deal size specified by field, we can see that diabetes care, wearables, life sciences and oncology care have the largest sizes.
Figure 13: Average Deal Size ($USD) by Year (2017-2019)
Deals observed in 2018 had the largest size in terms of $USD when compared to those occurring in 2017 and 2019. However, the largest single deal took place in 2019.
Inferential Statistics:
As depicted in the above section, the main factors that affect the size of a deal are the market, business rationale, improvements in targeted user experience, and field of the deal.
A clustering analysis has been performed for years between 2017-2019.
Figure 14: Cluster Analysis of Deal Size by Year (2017-2019)
Three different groups were identified through the cluster analysis:
Cluster 1 (Red): deals in 2019 and 2018 sizes less than or equal to 1 billion.
Cluster 2 (Green): deals between 2017-2019 with sizes of approximately 2 billion or greater.
Cluster 3 (Blue): deals in 2017 under 500 million.
Figure 15: Cluster Analysis of Deal Size by Market Sector
Figure 15 shows that cluster 2 deals (green) in the clinical, health services, and research markets are all sized at approximately 2 billion and greater.
This trend continues amongst the other clusters, as cluster 3 deals (blue) remain at a size of less than half a billion in the health services and analytics markets, and cluster 3 deals (blue) remain at a size of 1 billion or less.
Thus, in general, all markets offer approximately 1 billion and under deals with higher deals only available in clinical, health services, and research markets.
Figure 16: Cluster Analysis of Deal Size by Field
Figure 16 shows that the cluster 2 deals (2 billion in size) mainly occur in the fields of diabetes care, health wearables, internet-based media, life sciences and oncology care.
There are deals in all fields that are approximately 1 billion and under.
Cheaper deals in blue (below half a billion) are only in healthcare and smartwatches.
Figure 17: Cluster Analysis of Deal Size by Business Rationale
Business Rationale: Deals aiming to add new services, increasing company independence and acquiring wider information show deal sizes of approximately 2 billion and above. It is noteworthy that deals whose rationale is to integrate more clients, more experts and provider groups, and analytical solutions are clearly under 0.5 billion $USD.
Figure 18: Cluster Analysis of Deal Size by Deal Prioritization
From figure 18 one can observe that deals with higher deal prices tend to focus on customer and patient experience.
Other categories are mixed and do not depict a trend when it comes to the price of deals. However, we can see that most of the cluster 3 deals focus on patient experience.
Conclusion:
More Comments, conclusions:
Deals approximately 2 billion and above are featured with:
clinical, health services & research markets
diabetes care, health wearables, internet-based media, life science and oncology care fields
business rationale: adding new services, company independence and acquiring wider information.
Are interested in customer and patient experience.
Deals approximately 1 billion and below are featured with:
in 2018-2019
Analytical, delivery, digital, electronic solutions, expand capability, expand globally, improvement, inelegant platforms and more client’s
Deals under 0.5 billion are featured with:
In 2017 only
Deal offers integrating more clients, more experts and provider groups and analytical solutions.
Patient and employee experience.
End Notes
Statistical Methods: Since we are interested in the features of deals in the tech industry between 2017-2019, before doing the clustering several multi-linear models was conducted to decide which model include the best variables to explain deal size looking at different significant measures mainly AIC (r-squared, adj-r and so on).
Additional Clustering Information: in figure 16, Although healthcare exists in all clusters, because of other specific descriptions of the field we still can say that the clusters contributes to the understanding of what fields are best to wrap up a deal.
IBM Releases Novel AI-Powered Technologies to Help Health and Research Community Accelerate the Discovery of Medical Insights and Treatments for COVID-19
IBM Research has been actively developing new cloud and AI-powered technologies that can help researchers across a variety of scientific disciplines accelerate the process of discovery. As the COVID-19 pandemic unfolds, we continue to ask how these technologies and our scientific knowledge can help in the global battle against coronavirus.
Today, we are making available multiple novel, free resources from across IBM to help healthcare researchers, doctors and scientists around the world accelerate COVID-19 drug discovery: from gathering insights, to applying the latest virus genomic information and identifying potential targets for treatments, to creating new drug molecule candidates.
Though some of the resources are still in exploratory stages, IBM is making them available to qualifying researchers at no charge to aid the international scientific investigation of COVID-19.
Healthcare agencies and governments around the world have quickly amassed medical and other relevant data about the pandemic. And, there are already vast troves of medical research that could prove relevant to COVID-19. Yet, as with any large volume of disparate data sources, it is difficult to efficiently aggregate and analyze that data in ways that can yield scientific insights.
To help researchers access structured and unstructured data quickly, we are offering a cloud-based AI research resource that has been trained on a corpus of thousands of scientific papers contained in the COVID-19 Open Research Dataset (CORD-19), prepared by the White House and a coalition of research groups, and licensed databases from the DrugBank, Clinicaltrials.gov and GenBank. This tool uses our advanced AI and allows researchers to pose specific queries to the collections of papers and to extract critical COVID-19 knowledge quickly. Please note, access to this resource will be granted only to qualified researchers. To learn more and request access, please click here.
Aiding the Hunt for Treatments
The traditional drug discovery pipeline relies on a library of compounds that are screened, improved, and tested to determine safety and efficacy. In dealing with new pathogens such as SARS-CoV-2, there is the potential to enhance the compound libraries with additional novel compounds. To help address this need, IBM Research has recently created a new, AI-generative framework which can rapidly identify novel peptides, proteins, drug candidates and materials.
We have applied this AI technology against three COVID-19 targets to identify 3,000 new small molecules as potential COVID-19 therapeutic candidates. IBM is releasing these molecules under an open license, and researchers can study them via a new interactive molecular explorer tool to understand their characteristics and relationship to COVID-19 and identify candidates that might have desirable properties to be further pursued in drug development.
To streamline efforts to identify new treatments for COVID-19, we are also making the IBM Functional Genomics Platform available for free for the duration of the pandemic. Built to discover the molecular features in viral and bacterial genomes, this cloud-based repository and research tool includes genes, proteins and other molecular targets from sequenced viral and bacterial organisms in one place with connections pre-computed to help accelerate discovery of molecular targets required for drug design, test development and treatment.
Select IBM collaborators from government agencies, academic institutions and other organizations already use this platform for bacterial genomic study. And now, those working on COVID-19 can request the IBM Functional Genomics Platform interface to explore the genomic features of the virus. Access to the IBM Functional Genomics Platform will be prioritized for those conducting COVID-19 research. To learn more and request access, please click here.
Drug and Disease Information
Clinicians and healthcare professionals on the frontlines of care will also have free access to hundreds of pieces of evidence-based, curated COVID-19 and infectious disease content from IBM Micromedex and EBSCO DynaMed. Using these two rich decision support solutions, users will have access to drug and disease information in a single and comprehensive search. Clinicians can also provide patients with consumer-friendly patient education handouts with relevant, actionable medical information. IBM Micromedex is one of the largest online reference databases for medication information and is used by more than 4,500 hospitals and health systems worldwide. EBSCO DynaMed provides peer-reviewed clinical content, including systematic literature reviews in 28 specialties for comprehensive disease topics, health conditions and abnormal findings, to highly focused topics on evaluation, differential diagnosis and management.
The scientific community is working hard to make important new discoveries relevant to the treatment of COVID-19, and we’re hopeful that releasing these novel tools will help accelerate this global effort. This work also outlines our long-term vision for the future of accelerated discovery, where multi-disciplinary scientists and clinicians work together to rapidly and effectively create next generation therapeutics, aided by novel AI-powered technologies.
Grant will allow company to accelerate access to its AI solutions and use of ultrasound in COVID-19 emergency settings
TEL AVIV, Israel, May 12, 2020 /PRNewswire-PRWeb/ — DiA Imaging Analysis, a leading provider of AI based ultrasound analysis solutions, today announced that it has received a government grant from the Israel Innovation Authority (IIA) to develop solutions for ultrasound imaging analysis of COVID-19 patients using Artificial Intelligence (AI).Using ultrasound in point of care emergency settings has gained momentum since the outbreak of COVID-19 pandemic. In these settings, which include makeshift hospital COVID-19 departments and triage “tents,” portable ultrasound offers clinicians diagnostic decision support, with the added advantage of being easier to disinfect and eliminating the need to transport patients from one room to another.However, analyzing ultrasound images is a process that it is still mostly done visually, leading to a growing market need for automated solutions and decision support.As the leading provider of AI solutions for ultrasound analysis and backed by Connecticut Innovations, DiA makes ultrasound analysis smarter and accessible to both new and expert ultrasound users with various levels of experience. The company’s flagship LVivo Cardio Toolbox for AI-based cardiac ultrasound analysis enables clinicians to automatically generate objective clinical analysis, with increased accuracy and efficiency to support decisions about patient treatment and care.
The IIA grant provides a budget of millions NIS to increase access to DiA’s solutions for users in Israel and globally, and accelerate R&D with a focus on new AI solutions for COVID-19 patient management. DiA solutions are vendor-neutral and platform agnostic, as well as powered to run in low processing, mobile environments like handheld ultrasound.Recent data highlights the importance of looking at the heart during the progression of COVID-19, with one study citing 20% of patients hospitalized with COVID-19 showing signs of heart damage and increased mortality rates in those patients. DiA’s LVivo cardiac analysis solutions automatically generate objective, quantified cardiac ultrasound results to enable point-of-care clinicians to assess cardiac function on the spot, near patients’ bedside.
According to Dr. Ami Applebaum, the Chairman of the Board of the IIA, “The purpose of IIA’s call was to bring solutions to global markets for fighting COVID-19, with an emphasis on relevancy, fast time to market and collaborations promising continuity of the Israeli economy. DiA meets these requirements with AI innovation for ultrasound.”DiA has received several FDA/CE clearances and established distribution partnerships with industry leading companies including GE Healthcare, IBM Watson and Konica Minolta, currently serving thousands of end users worldwide.”We see growing use of ultrasound in point of care settings, and an urgent need for automated, objective solutions that provide decision support in real time,” said Hila Goldman-Aslan, CEO and Co-founder of DiA Imaging Analysis, “Our AI solutions meet this need by immediately helping clinicians on the frontlines to quickly and easily assess COVID-19 patients’ hearts to help guide care delivery.”
About DiA Imaging Analysis:
DiA Imaging Analysis provides advanced AI-based ultrasound analysis technology that makes ultrasound accessible to all. DiA’s automated tools deliver fast and accurate clinical indications to support the decision-making process and offer better patient care. DiA’s AI-based technology uses advanced pattern recognition and machine-learning algorithms to automatically imitate the way the human eye detects image borders and identifies motion. Using DiA’s tools provides automated and objective AI tools, helps reduce variability among users, and increases efficiency. It allows clinicians with various levels of experience to quickly and easily analyze ultrasound images.