The Increasing Importance of Social Determinants of Health

IMPACT ON HEALTH OUTCOMES

Over the last few years, it has been very clear from research that Social Determinants of Health (SDOH) variables have a major impact on health outcomes. It is estimated that close to 80% of health outcomes are impacted by SDOH. With the rise of population-based risk contracts in both the commercial and government sector, it is essential for both providers and payers to collaborate in the identification of best practices to address these SDOH variables. This is especially relevant as providers such as hospitals assume greater risk in arrangements with plans throughout the country such as Accountable Care Organizations (ACO) and bundled payments.

NATIONAL INTEREST AND PROGRESS

Many national associations such as the American Hospital Association (AHA) and America’s Essential Hospitals have developed resources and launched learning collaboratives for hospitals and health systems to address these variables such as food insecurity, housing, and transportation. Health system innovation and care-redesign models driven by organizations such as Healthbox and AVIA have launched collaboratives and forums to educate and address SDOH initiatives. The May 3, 2018, Healthbox forum discussion on “Challenging the Status Quo of Social Determinants” visually captured the opportunities and challenges ahead into one image (Figure 1):

Social Determinants of Health
Figure 1: Image captured during Healthbox Executive Panel Discussion, May 3, 2018. Chicago, IL

These variables have always been a focus of many health systems in terms of articulating their benefit to the community, but now they have particular importance given the rise of more population risk contracts.

Several major barriers have impeded the industry’s progress in addressing SDOH variables: funding and regulations. Fortunately, we have begun to see opportunities in both areas emerge in 2018!

MEDICARE UPDATES AND THE BENEFITS OF SOCIAL DETERMINANTS OF HEALTH DATA

Medicare Advantage (MA) has a regulation titled “Uniformity Standard” that requires all of the plan’s benefits, including cost-sharing, be the same for all plan enrollees. On April 2, 2018, the Centers for Medicare & Medicaid Services (CMS) outlined several widespread changes in this regulation that both providers and plans have advocated for over the last several years in their 2019 Medicare Advantage Call Letter. CMS expanded the flexibility of lifting the uniformity of supplemental benefit to allow different segments of an MA plan to offer specific benefits to a targeted population like diabetics. This can begin in CY 2019 (January 1, 2019) after the plan designs are approved by CMS. An example could be reduced cost sharing for foot or eye exams. In their official bids that were submitted by the June 4, 2018 deadline, the MA plans can include any of these supplemental benefit elements. Hopefully, providers will see many of the plans deciding to include these additional benefits in their MA bids to address the SDOH variables.

Additionally, in the Bipartisan Budget Act (BBA) that was passed in early 2018, Congress has taken it further by extending the lifting of the uniformity of the supplemental benefits to all chronically ill members of the MA plans effective January 1, 2020. This reinforces the need for us to gain valuable lessons during 2019 in order to determine what works and what doesn’t before it is transitioned to a broader population.

The Chronic Care Act of 2018 extended the Center for Medicare & Medicaid Innovation’s (CMMI) Valued-Based Insurance Design Model to all 50 states in 2020. This model was launched in 2017 to allow Medicare Advantage plans to offer supplemental benefits and reduced cost-sharing to seven conditions including Coronary Artery Disease or Congestive Heart Failure. The model focuses on four approaches:

  1. Reduced Cost Sharing for High-Value Services
  2. Reduced Cost Sharing for High-Value Providers
  3. Reduced Cost Sharing for enrollees participating in disease management
  4. Coverage of additional supplemental benefits such as transport or meal delivery

The creation of more supplemental benefits will enhance the quality of services we provide for our patients especially in terms of addressing the SDOH. Encouraging the inclusion of these targeted supplemental benefits will allow us to partner with payers to improve the health of the country in a more innovative way.

ADDRESSING SDOH WITH HEALTHCARE PROVIDERS AND COMMUNITY RESOURCES

At PCCI, we have been directly involved in national and state-driven education forums, presentations, and roundtables directed to design and deploy local models for the Connected Communities of Care program (previously known as the Information Exchange Portal) that bring together providers, payers, philanthropic organizations, community-based organizations (CBO), and local/state government entities. While most markets continue to be in a learning mode, significant and tangible activities are being initiated in a number of municipalities, including Dallas, Raleigh-Durham, Louisville, Detroit, Chicago, Phoenix, Salt Lake City, as well as across whole regions. For example, North Carolina recently requested proposals for the development of a North Carolina Resource Platform via the Foundation for Health Leadership & Innovation. The goal of this multi-year program is to connect over 3,000 statewide community-based organizations via technology, and facilitate SDOH. This will be completed through a programmatic coordination of referrals between healthcare providers and community resources to comprehensively identify and address the needs of individuals across the state. On a broader level, the Accountable Health Communities Model deployed in 2017 is engaging 31 organizations across the country to address a critical gap between clinical care and community services in the current healthcare delivery system. This is being done by testing the process of systematically identifying and addressing the health-related social needs of Medicare and Medicaid beneficiaries through screening, referral, and community navigation services to see if it will impact healthcare costs and reduce healthcare utilization.

SUCCESS IN SIX TRACKS

Our experience over the last five years across Dallas tells us that models will need to address six tracks to be successful: Governance, Legal, Technology, Clinical Workflows, CBO Workflows, and Sustainability (Figure 2). The maturity and evolution of the models need to develop and be staged within a multi-year deployment framework (concentric circles in Figure 2 represent the progression and evolution of the model with outer circles representing mature and more sophisticated models).

Social Determinants of Health
Figure 2: Connected Communities of Care program multi-year deployment framework

There is also a critical upfront readiness and deployment/implementation assessment that is important in order to stage the deployment of a Connected Community of Care program. This broad representation of the community’s fabric is critical to ensure that:

  1. A community is ready to undertake the operational and financial requirements associated with deploying a Connected Communities of Care program
  2. The healthcare and social needs of the community are at the forefront of the customized design of the platform (something most for-profit technology vendors offering an out-of-the-box solution either cannot do or fail to do properly)
  3. The design is sufficiently flexible to adjust as the healthcare or social needs of the community change

Addressing SDOH is finally moving from a “buzz” word to implementation pilots. While we talked a lot about population health over the last 10 years, doing population health without a truly engaged and “Connected Community of Care” is like focusing on rescuing people from drowning in a river vs. building a bridge so they can cross it safely. As we continue this journey, let us make sure we build a bridge that adapts to the needs of each community and has emerging local and national models of care to ensure sustainability. We don’t want to end up with a bridge like the Choluteca Bridge in Honduras, connecting nothing to nowhere.

Acknowledgments: Valinda Rutledge, PCCI Executive Advisor and Lindsey Nace, PCCI Marketing and Communications have contributed to this article.

Stay up-to-date with PCCI’s data science work by checking our recent news and follow us on Facebook, Twitter and LinkedIn!

Hired at “I wrote you a code”

First Question, Lasting Impression

How often did you get the question (or have asked it yourself) during an interview: “Why are you interested in our organization?” Simple, standard, mundane – on the surface, some might even call the question un-inspiring. I disagree. It tells me right off the bat how much effort the candidate put into learning about the Parkland Center for Clinical Innovation, our organization, our work, our team and how they synthesized and interpreted the information. I can tell within the first two minutes how interested I will be for the next 28. Regardless of the level of experience, I’m way too often disappointed by the response.

Using Python to Create a Sentiment Analysis

Recently, I was blown away! I asked the same “boring” question to a candidate interviewing for an entry data science position at PCCI. As soon as I finished the question, his eyes lit up and he quickly pulled out a document from his bag. With great enthusiasm, he replied:

Python, PCCI, PCCI Word Cloud

“In addition to my own research, I wanted to know what others are saying and feeling about PCCI. So, I wrote code in Python to create a Twitter sentiment analysis. I used it to create a word cloud and analyzed it to see if the keywords match my passion and interpretation of my own research. These four words really resonated with me because … I also wanted to understand PCCI’s reach and brand recognition, so I analyzed the top 10 famous people and companies talking about PCCI. I was impressed to see @HarvardBiz, @washingtonpost, @NIH, @HHSGov, etc, but most importantly to see @KirkDBorne. He’s so influential. Finally, the outputs of the Sentiment Count Plot Analysis and the Sentiment Subjectivity Distribution reconfirmed that this is a great place and the place I want to be.”

A Match Made in Data Science

I know I’m a geek at heart and this answer resonated with me more than it would with most (did I mention earlier how important it is to know your audience and their interests when answering a question?), but regardless of what approach you take, this is how you do it!

Stay up-to-date with PCCI’s data science work by checking our recent news and follow us on Facebook, Twitter and LinkedIn!

 

Parkland Center for Clinical Innovation (PCCI) Announces New Branding

Updated branding highlights strategic direction; expands sharing of PCCI’s research and innovation

Dallas, TX — PCCI, a nonprofit healthcare advanced analytics research and development organization, is pioneering new ways to health. Starting last year with the hiring of their President and CEO, Steve Miff, PhD, PCCI has expanded its teams. The company’s leadership team now includes Aida Kreho as Vice President of Operations, Vikas Chowdhry as Vice President of Data Strategy and Analytics, and Keith Kosel as Vice President of Enterprise Relationships. They join a growing team of leading clinicians and nationally recognized data scientists. PCCI also updated its strategic direction, and expanded their partnerships in DFW and across the country. The innovation projects resulting from these collaborations are increasingly being highlighted in prominent national publications and conferences. New branding and website designs complement and support these efforts.

“The new PCCI messaging and website are designed to make our work more personable and approachable, and to streamline our ability to collaborate and communicate,” said Steve Miff. “This process involves enhancing our ability to share the models we introduce and the knowledge we generate through our innovation and co-creation processes.”

The PCCI colors have been updated, and the logo has been completely redesigned with elements of both innovation and data, with a slight nod to the original tree. The new website (PCCInnovation.org) is centered around the people, stories, and communities that PCCI serves. PCCI’s bold journey that started with one Parkland patient, continues to aspire to develop new and innovative solutions to deliver individualized, precision health aligned with social care.

Steve Miff, PhD added, “I am excited to not only continue our great progress, but aim to expand our impact to ‘pioneer new ways to health.’ We have a unique opportunity to leverage our expert data scientists and knowledgeable healthcare professionals. Leveraging our partnerships enables us to create connected communities that align resources and drive precision, personalized interventions, and engage individuals in their own health.”

PCCI’s mission to reimagine and expand the knowledge base of healthcare through prescriptive analytics and artificial intelligence, remains the focus. The new branding and website further facilitates the company’s capacity to share their data science, artificial intelligence and predictive model expertise, and bring resources to their partners and the communities they serve.

About PCCI
PCCI is an advanced, nonprofit healthcare analytics R&D organization with a collaborative team of expert data scientists and knowledgeable healthcare professionals that go beyond analyzing a patient’s medical data to provide all-encompassing insights that are revolutionizing healthcare. PCCI is a recipient of more than $50 million in grants directed at developing and deploying patient centric cutting edge technologies connecting communities, Parkland and beyond.

Contact
Lindsey Nace, Marketing and Communications
214-590-3887
lindsey.nace@PCCInnovation.org

Dr. Steve Miff Awarded Social Innovator of the Year

Dr. Steve Miff Awarded Social Innovator of the Year

The Community Council of Dallas’ Annual Nonprofit and Community Leadership Awards Luncheon Will Honor Local Nonprofit Organizations and Leaders

Dallas, TX – The Community Council of Dallas, has awarded Dr. Steve Miff, the Parkland Center for Clinical Innovation’s (PCCI) President and CEO, with the 2017 Social Innovator of the Year Award. This year’s luncheon will be held on Thursday, November 2.

Ken Goodgames, CEO, Community Council of Dallas said, “Steve has a considerable gift to combine innovative technology approaches with a deep understanding of the social and health challenges we face in Dallas to identify solutions and resolve ongoing community challenges. I consider it a privilege to collaborate with him and his team. His work is game changing!”

Since it’s founding in 1940, the Community Council has identified services that are needed in the community, assessed how services could best be delivered to meet social issues, and mobilized and implemented action plans working in concert with its public sector resources. PCCI’s focus on leveraging artificial intelligence and cognitive computing to create connected communities complements the Community Council’s mission and vision for the community.

“I’m both honored and humbled by this great award and recognition.  It is truly a reflection of the work of the entire PCCI team, and the result of the collaboration with our colleagues at Parkland and across the Dallas community.” added Steve Miff. 

PCCI’s work is improving the health and lives of over 500,000 individuals at Parkland and across the Dallas community.  The Information Exchange Portal (IEP) is one of PCCI’s innovative programs focusing on addressing the health and social needs of a community. The program connects healthcare providers and community based organizations to coordinate the communication and care for individuals. With patients’ consent, providers use the portal to share relevant medical and social information with homeless shelters, food banks, and other nonprofits.


About PCCI


PCCI is an advanced, not-for-profit healthcare analytics R&D organization with a mission to create a world of connected communities where every health outcome is positive. We combine deep clinical expertise with advanced analytics and artificial intelligence to enable the delivery of precision medicine at the point of care. PCCI is a recipient of more than $50 million in grants directed at developing and deploying patient centric cutting edge technologies connecting communities, Parkland Health & Hospital System, and beyond.

Contact
PCCI
Lindsey Nace, Marketing and Communications
214-590-3887
lindsey.nace@pccipieces.org