The COVID-19 pandemic exposed the true costs, human and otherwise, of health disparities, as low income and minority populations suffered disproportionately from the virus. Blacks, Native Americans and Hispanics were 2% to 3.3% more likely to be hospitalized or die from the virus compared to non-Hispanic Whites, primarily because of a higher prevalence of underlying disease states (hypertension, obesity and Type II diabetes) caused by relative lack of access to the so-called social determinants of health: good paying jobs, healthy food, safe housing, and transportation, among others.
As with so many aspects of the pandemic, supply chain is front and center in the fight, which is playing out on their home turf, literally. Once again, supply chain is also getting noticed in the executive suite, as the boards of trustees for America’s hospitals prioritize health equity in preparation for taking on more risk for the populations they serve under value-based reimbursement programs. Here are few ways they are making a difference.
1. Bringing Diversity Home
Supply chain professionals have long sought to increase their spend with diverse suppliers, defined primarily as those that are women, minority, veteran, or LBGTQ-owned. That data is tracked and often used to support grant applications. More recently, transparency around that spend is being mandated. In California, for example, Assembly Bill 962 (AB 962) requires all hospitals meeting a certain threshold to report how much they spend with diverse suppliers each year.
But for many health systems, diversity is not enough. They want to make sure they are using their purchasing power to support the health and well-being of local communities where the patients they serve live. Spending in local communities has a multiplier effect. For example, investing in a local business supports job creation; in turn the wages for those employees generate local tax dollars and increase their ability to spend and generate wealth in their own communities.
The healthcare business of LexisNexis Risk Solutions announced a collaboration with Carrot Health, a provider of solutions powered by consumer and healthcare data. The collaboration enables Carrot Health to incorporate social determinants of health (SDoH) data from LexisNexis Risk Solutions into its SDoH data and analytics software platform to guide payer and provider decisions around member engagement and health management.
Through this collaboration, Carrot Health will integrate clinically-validated SDoH attributes from LexisNexis Risk Solutions into its existing Social Risk Grouper (SRG) taxonomy and other predictive models that leverage vast consumer and healthcare data. These insights will inform consumer-centric strategies to improve health outcomes, reduce costs and prevent readmissions.
“Consumer attributes are among the most powerful factors influencing health outcomes, creating barriers and inequities that prevent populations from leading their healthiest lives. Carrot Health’s SRG harnesses this information to measure and monitor social determinants of health at the individual level, providing comprehensive insights our customers need to design strategies for identifying and closing gaps in care while providing a more personalized member experience,” said Kurt Waltenbaugh, CEO, Carrot Health. “We chose LexisNexis Risk Solutions after extensive evaluation and testing because their consumer data proved to be the most accurate and comprehensive in the market. We are excited about this addition to our platform as we continue to help payers improve member health.”
Carrot Health’s platform harnesses clinical, social, economic, behavioral, and environmental data to deliver insights for growth, health, and quality, providing health plans with a 360-degree view of their members. Carrot Health is delivering the healthcare industry’s first solution for consumer insights at scale, along with individual-level SDOH scoring and monitoring for every adult in the United States.
This scoring model helps predict the likelihood of an individual having an adverse health outcome due to their SDoH profile. The data from LexisNexis Risk solutions will augment Carrot Health predictive models, that already includes consumer data, ICD-10 Z-codes, publicly available health indicators, claims, survey responses, and other proprietary data ? providing unmatched accuracy to a scoring model.
By Julie A. Pursley, MSHI, RHIA, CHDA, FAHIMA, director of health information thought leadership, AHIMA.
Reading news articles about vulnerable communities disproportionately affected by COVID-19 has been heartbreaking. My organization, the American Health Information Management Association (AHIMA), believes that social determinants of health (SDOH)—the socio-economic behavioral elements that affect health—play in role in explaining why poorer communities have experienced more negative impacts during the pandemic than other areas. We also believe it’s vital for SDOH information to be recorded in medical records.
It’s not difficult to imagine why low-income Americans may face increased exposure to the novel coronavirus. Perhaps most critically, people experiencing poverty are more likely to not have health insurance or be underinsured.
In addition, while many office workers have worked from home during the pandemic, people who earn lower incomes often work in public-facing jobs like restaurants and grocery stores and have no choice other than to take public transit to get to work. And the millions of Americans who have lost jobs may be dealing with food insecurity and a lack of money available to secure food and other goods at home.
Communities of color often comprise low income workers who encounter many of the situations mentioned above (and more). At AHIMA we support collecting race and ethnicity data for optimal public health reporting because recording SDOH information in a patient’s medical record can lead to better healthcare outcomes. SDOH information in a patient record offers providers a more complete story and can influence how they approach treatment, education, and care management.
“We’ve had physicians across our practices reach out to patients living alone during this time of social isolation, those who were identified as potentially being isolated and without support,” William Torkildsen, MD, chairman at South-Texas-based independent physician association Valley Organized Physicians (VOP), recently told the Journal of AHIMA. “We recorded those results and have been able to take action on the patient’s behalf, connecting them to necessary resources.”
By April Gill, senior vice president, solution management, Welltok.
The future of COVID-19 remains a giant question mark right now. But what is clear in this uncertain time is the significant impact everyday factors, commonly called social determinants of health (SDOH), have on a person’s health. Literature shows that up to 70% of a person’s overall health is driven by SDOH, including factors like race, income, education level and more. Knowing about these factors can improve how providers keep patients healthy year-round, but also how they engage, counsel and treat patients as individuals during a crisis like the one we are currently experiencing.
If providers understand what kinds of SDOH their patients are facing, they can better understand what health risks they have today, as well as to anticipate their future needs and risks. They can use this insight to tailor what information they share with whom, using the most effective communications channels.
Consider an elderly patient who does not own a car and relies on public transportation for everyday needs. Before COVID, a provider may have leveraged this insight to connect them to Lyft to get to a clinical appointment.
Now, a provider with this insight would likely do much more – have a telehealth appointment instead, connect them with local volunteers who will deliver groceries so they can maintain a healthy diet without leaving home, and email them facts about how to minimize risk while using public transportation to pick up a prescription, if absolutely necessary. This is just one example of how providers can improve patient care and support by understanding what they experience every day.
But are patients aware of the impact SDOH have on their own health? To find out, Welltok conducted a survey of over 2,000 consumers earlier this year, to get their views on what factors they think affect health, and which ones they would share with their provider. Surprisingly, consumers underestimated how much SDOH influenced their overall health and wellbeing – responding that they only make up about 50% of a person’s overall health. (It’s really 70%). They did have a good understanding of some factors that drive health status – like type of work or who they live with – but not more than half did not understand how daily factors like length of commute also play a role.
Not surprisingly, three out of four people also told us they experienced a change in life in the last year that impacts health. The top ones were a change in 1) stress level, 2) annual income and 3) the amount of debt they have. With most provider interactions being episodic in nature, the opportunity to get to know patients at a personal level and/or stay apprised these changes is extremely difficult. Building off this, consumers were asked to list who they would share these life changes with.
It is encouraging to see many healthcare systems and payors focusing on the impact of social determinants of health (SDoH) and looking for ways to partner with community-based organizations to address and improve these issues locally. Although this is a necessary step, I believe that providing access or referrals to community organizations is not the full answer.
While healthcare systems can provide referrals and connect patients to resources such as food banks or employment resources, it may not be enough to create individual engagement and empowerment to use those resources. We more fully need to appreciate the role played by the environment in which we grow up and the choices available to us in shaping how we respond toSDoH factors as individuals.
As part of an innovation center where we align data science withSDoH to help systematically disadvantaged individuals, I’ve been witness to projects and research that point to the theory of individual resiliency as part of the equation. The American Psychological Association defines individual-level resilience as the process of adapting well in the face of adversity, trauma, tragedy or threats.
A review of the research on resilience by the WHO found that an individual’s ability to successfully cope in the face of significant adversity develops and changes over time, and that interventions to strengthen resilience are more effective when supported by environments that promote and protect population health and well-being. Further, supportive environments are essential for people to increase control over the determinants of their health.
Also, in addition to traditional resilience methods, the emergence of methods to assess an individual’s capacity for self-care are adding significant insights into personal determinants of health. In particular, the needs of the growing population of complex patients with multiple chronic conditions calls for a different approach to care.
Clinical teams need to acknowledge, respect and support the work that patients do and the capacity they mobilize to enact this work, and to adapt and self-manage. Further, clinical teams need to ensure that social and community workers and public health policy advocates are part of the proposed solution. Researchers at the Mayo Knowledge and Evaluation Research (KER) Unit and the Minimally Disruptive Medicine (MDM) program led by Dr. Kasey Boehmer are developing qualitative methods and measures of capacity and individual’s ability for self-care.
Take post-traumatic stress disorder (PTSD), as an example. It has been estimated that around 50-60 percent of people in the US will experience severe trauma at some time in their lives. Around one in 10 goes on to develop PTSD, which is permanent in a third of cases.
But some people who have lived through major traumatic events display an astonishing capacity to recover. A complex set of factors can be attributed increasing an individual’s resiliency to trauma including their personality, their individual biology, childhood experiences and parental responses, their economic and social environment as shaped by public policy, and support from family and friends.
Addressing the social determinants of health (SDoH) in communities is a hot topic of conversation in healthcare. The industry has bought into the theory that 20 percent of an individual’s health is determined by clinical care and the rest by social, economic, genetic and behavioral factors. But perhaps more importantly health systems need to recognize that they can’t solve this issue on their own.
From my perspective at PCCI, I’ve seen an increase in value-based contracting models in recent years, and health systems and physicians are looking beyond the four walls of their institutions to build relationships with outpatient, behavioral health, post-acute care, and now non-medical providers. The number and types of collaboratives between health systems and non-traditional providers has been growing over the past several years with a recent report gathering information on more than 200 different partnerships between hospital and community-based organizations across the country.
But while health systems may be embracing community provider relationships, I believe that sustainable success in addressing social determinants of health requires a fundamental shift in the way health systems view their role in improving the health of their communities.
Over the past ten to fifteen years there has been an evolution in how health systems have approached improving health outcomes. Initially health systems focused on providing high-tech solutions for care delivery such as robotic surgery, and advanced imaging techniques. Then to meet the need for increased access and demand for outpatient services, health systems seeded service areas with ambulatory surgery centers, urgent care, retail clinics, and physician offices.
In each of these evolutions the strategies centered on a solution created by the health system alone. And one could argue that the main beneficiaries of these investments were often the health systems themselves – increased market share, improved reimbursements. But such a self-centered approach will not work when addressing social determinants where the root causes lie outside the four walls of the health system.
Effectively creating a system of community will require a collaborative mentality from health systems. While they may have power and influence to gather partners to the table, execution of successful interventions lies with social services and community-based organizations that are the experts in understanding and helping individuals address social needs. Even if not leading, health systems should still be active participants in this work. Indeed, there are areas where their contributions to the organization of partners is critical:
The term “social determinants of health” is far more than a trendy new buzzword in health care. Serving the physical, mental and social needs of the community is not just the right thing to do but can mean substantial improvement in care and reduction in unnecessary healthcare costs.
Several studies have shown that addressing social needs, such as food or housing insecurity, can have a significant impact on a person’s healthcare outcomes and costs. Individuals experiencing housing insecurity or homelessness have higher rates of chronic diseases such as high blood pressure, heart disease, diabetes, asthma, chronic bronchitis, and HIV. This in turn leads to higher utilization of healthcare services such as emergency room visits, inpatient hospitalization and longer lengths of stay compared to those individuals with secure housing. Similar results are seen in those experiencing food insecurity.
Hospitals often state that part of their mission is to provide high quality care and improve the community’s health, or community benefit. A recent study of hospital mission statements in three states (Ohio, Florida and Texas) found that while quality was cited most often (65%), the second most frequently used term was community benefit (24%). If community benefit or community health is part of your health system’s mission statement, how much are you really doing to address the whole health of a community vs. just addressing their “sickness” needs?
At PCCI, our combination of data scientists and expert clinicians believe that health systems have an obligation to address social determinants of health to ultimately remove the disparities and inequality that we see in our community’s health. Yet this is tricky because success requires outreach skills, community relationships and data insights that extend beyond the traditional promise of health-related services. That said, there are three key elements that can assist health systems in making an investment in social determinants of health a reality. To move from theory to action, my suggestion is that health systems do the following:
Leverage the board’s community presence to align on areas of greatest need
As part of health system leadership, board members ensure alignment between mission and a defined SDoH strategy at all levels of the organization. As community representatives themselves, board members can also create the momentum and connections that health systems need to bring community and business partners together to create a governance structure for launching a connected community of care. Such governance structure will guide the strategy, legal and policy needs, and the investment and execution of a connected and aligned SDoH strategy.
Invest in long-term partnerships to ensure sustainability
Recognize that as health systems, you alone cannot solve for social determinants. To truly meet the social, behavioral and emotional needs of some of the most vulnerable individuals in your community, you need to identify community partners with expertise in these areas. With the assistance of board members, assemble a partnership collaborative, with a formal governance structure, to build community-based strategies around SDoH needs. Support the sustainability of this collaborative with technology and data science techniques to identify specific root causes of social need in target populations, share data, and measure impact of interventions. Identify an independent partner to evaluate the effectively of the SDoH initiatives and measure the cost, savings and impact across the community and for the health system.
What is that one factor that separates one patient from another? Can one identify why two patients with the same illness but from different regions respond differently to a particular treatment? Do we need to cater to the needs of patients even after they leave the clinic?
These questions have always intrigued not only the physicians but every member who is involved in the care journey— care teams, communities, social workers, even patients themselves. And the answer lies in just one fact— even if these two patients appeared similar on paper, their lifestyles are very likely to differ: socioeconomic status, gender, race, ethnicity, family structure, and education.
All of this comes down to just one term: Social Determinants of Health.
This is one of the prime problems that has kept healthcare organizations in a situation of dilemma.
We are way past the statement that SDoH is just another hype
Have you ever tried to score a home run with one hand tied behind your back? This situation is similar to the condition of healthcare organizations in the value-based ecosystem. They are trying to get 100% of the task of healing a patient done with just 50% of the insights.
Social determinants matter because they can affect the health of the population residing in a particular region, for better or for worse. We have countless studies that show the importance of social determinants, yet we are not able to properly address them because we are not able to answer these questions:
How do we address the challenges that we don’t even know exist?
Who is responsible for addressing these challenges?
Is there any ideal strategy to address SDoH?
No matter how famous they are in healthcare, working with SDoH requires a drilled-down approach and something that we have in abundance- healthcare data. This data can be leveraged, and with the use of predictive analytics, organizations can accurately measure the at-risk population and advance preventive care methods in the ecosystem.
The best way, I think, is to look at this picture with a magnifying glass. Traditionally, the endpoint is the state-level analysis of SDoH. However, it is not the end but the beginning of the study that should go to the zip code level.
Here are some of the most interesting stories of how the leaders in the field of addressing the Social Determinants of Health addressed the populations’ needs and did the undoable.
What was the Humana way to deal with the non-clinical factors?
Humana has the Bold Goal Initiative, which is a population health strategy that is aimed at improving the health of the communities and making them 20% healthier by the year 2020. Their Healthy Days surveillance process is a robust and scalable metric. Based on this, they found that food insecurity and loneliness were among the top contributors to the total unhealthy days among the population they serve.
With their holistic and comprehensive approach, they built an analytic intervention pipeline to address these issues. One instance is their intervention with Papa Inc., where they connected college kids to seniors who needed companionship. As a result, 94% of members stated that the Papa Program helped them to feel more socially connected.
Humana was able to reduce the number of unhealthy days from 2015 to 2018 by simply addressing the non-clinical aspects of care delivery for their population.
Performance of Humana’s seven original Bold Goal communities (2015-2018) – Humana Medicare Advantage members
How MercyOne PHSO took the understanding of non-clinical factors from the zip code level to an individual patient level?
MercyOne PHSO, one of the largest ACOs in the Midwest, wanted to know the factors affecting their patients. They took the simple concept of asking the right questions and leveraged it to understand their patients.
While their patients entered the hospital or examination room, they asked them to complete a survey consisting of questions that depict the factors that affect their patients’ health, such as:
In the last 12 months, were you worried that your food would run out before you got money to buy more?
What is your living conditions today?
Do you face any difficulty in reaching out to your doctor?
Health Level Seven International (HL7), the global authority for interoperability in health information technology, and the American Academy of Family Physicians (AAFP), the only medical society devoted solely to primary care, are pleased to announce that the Gravity Project is now part of the HL7 FHIR Accelerator Program.
The Gravity Project aims to standardize medical codes to facilitate the use of social determinants of health-related data in patient care, care coordination between the health and human services sectors, population health management, value-based payment and clinical research. Social determinants of health (SDOH) are the conditions in which people are born, grow, work, live, and age, and the wider set of forces and systems shaping the conditions of daily life.
The HL7 FHIR Accelerator Program is designed to assist implementers across the health care spectrum to create HL7 FHIR implementation guides and other products than can facilitate FHIR acceleration and adoption activities. Other projects within the Accelerator Program include Argonaut, Da Vinci and CARIN Alliance.
Why the Gravity Project? Unmet social needs including limited access to food, transportation and housing can negatively impact health outcomes. Research has demonstrated that addressing social and medical needs in tandem improves health outcomes and lowers costs.
“Progress in patient care and research has made significant strides with the emergence of the HL7 FHIR Accelerator Program,” said HL7 International CEO Charles Jaffe, MD, PhD. “By incorporating the social determinants of health care into our decision process, the Gravity Project will help to transform care delivery and health analytics.”
In this context of mounting interest around collecting and using SDoH data in healthcare settings, new challenges have emerged related to the capacity of existing medical terminology standards to effectively capture, use and exchange the necessary data.
The Social Interventions Research and Evaluation Network (SIREN) at the Center for Health and Community, University of California, San Francisco, was an early catalyst of the Gravity Project, convening a diverse group of stakeholders as early as November 2017 to develop a strategy for achieving consensus-based comprehensive coding standards for SDOH data capture in EHR systems.
“With funding from the Robert Wood Johnson Foundation and in partnership with EMI Advisors LLC, SIREN is pleased to be working with multiple stakeholders to meet the rapidly expanding market needs around SDOH data documentation and interoperability,” said SIREN Director and UCSF associate professor of Family and Community Medicine, Laura Gottlieb, MD, MPH. “Building on work originally supported by Kaiser Permanente and the Robert Wood Johnson Foundation, the Gravity Project’s new partnership with HL7 will strengthen the capacity for SDOH information exchange between stakeholders, including clinical providers, patients, community organizations and payers.”
The Gravity Project has established a public collaborative process initially focused on three domains: food security, housing stability and quality, and transportation access. The project is working to:
Develop use cases to support documentation for screening, diagnosis, treatment/intervention, and planning activities within EHR and related systems;
Identify common data elements and their associated value sets to support the uses cases;
Develop a consensus-based set of recommendations on how best to capture and group these data elements for interoperable electronic exchange and aggregation; and
Develop an HL7 Fast Health Interoperability Resource (FHIR) Implementation Guide based on the defined use cases and associated data sets.
“The AAFP is pleased to act as convener for the Gravity Project and support information interoperability efforts,” said Shawn Martin, senior vice president of advocacy, practice advancement and policy for the American Academy of Family Physicians. “Our vision is to transform health care by addressing the social determinants of health through efforts such as our innovative HealthLandscape geoanalytics platform and The EveryONE Project to help family physicians take action and confront health disparities head-on. The important work of the Gravity Project will advance data exchange and allow family physicians to better care for patients and communities.”
The Blue Cross Blue Shield Association (BCBSA) is an active member of HL7’s initiatives to advance interoperability, and has joined SIREN and AmeriHealth Caritas in co-sponsoring the Gravity Project launch. Additionally, both the BCBS System and AmeriHealth Caritas have several programs in place to address SDOH, including actively collecting SDOH health data, engaging community health workers, providing rides to doctor appointments, and delivering healthy, affordable meals to people’s homes.
“The social and environmental conditions in which we live, such as access to healthy food and housing or reliable transportation, are critical to our health,” said Dr. Trent Haywood, chief medical officer for BCBSA and president of the Blue Cross Blue Shield Institute. “The Gravity Project will help enable the data interoperability that allows the entire health care community to address barriers that limit the ability to achieve optimal health.”
The Gravity Project has convened more than 500 experts from across the nation including clinical and community-based provider groups and payers to health technology developers and standards stewards, to collaboratively develop recommendations for how best to capture data about food, housing, and transportation risks and needs, for interoperable electronic health information exchange.
“AmeriHealth Caritas has been actively collecting social determinants of health data from member households for the past two years to help us better address their needs,” said Andrea Gelzer, MD, senior vice president of medical affairs for AmeriHealth Caritas. “The Gravity Project affirms our collective belief that standardizing the ways in which we all collect data will enable providers, plans, and other supportive agencies to quickly and more strategically mobilize care for the populations we serve.”
Participation in the Gravity Project is open to all interested organizations and individuals.
“We are pleased to coordinate and facilitate an open, transparent, and virtual community via the HL7 suite of collaboration tools,” said Evelyn Gallego, MBA, MPH, CPHIMS, program manager for the Gravity Project, and EMI Advisors CEO. “We invite all interested parties to visit the HL7 Confluence page to learn more about the Gravity Project, including how to become a participant and/or a sponsor of this important endeavor.”
AdhereHealth has announced a partnership with Papa, a companionship platform company serving the elderly, blind and disabled. A growing issue for millions of Americans enrolled in Medicare are SDoH, such as loneliness, food insecurity and transportation, any one of them impeding optimal healthcare and medication adherence. This combined relationship addresses foundational barriers to care through advanced technologies and a compassionate, personal interaction.
“We could not be more excited about this
partnership as it extends the Adhere platform’s reach into the home with Papa
assisting those most in need of personal support,” said Jason Z. Rose,
AdhereHealth CEO. “Our analytics and clinical workflows will help direct Papa
Pals to address a myriad of SDOH issues our consumers face, such as
transportation to doctor appointments and local pharmacies, grocery shopping,
housing chores, and other senior services.”
In 2018, CMS announced
a new policy allowing Medicare Advantage and Part D health plans to pay for
SDOH services as a medical expense for seniors with chronic diseases. Now
AdhereHealth can deploy “Papa Pals” to consumers at risk for poor health
outcomes for face-to-face support. Most Papa Pals are college students
majoring in nursing, social work, or hospitality that desire to improve
consumer quality of life.
Andrew Parker, founder and CEO of Papa, shared,
“We have realized that social determinants of health in America is an
increasing factor in medical non-compliance.” He continued,
“Collaborating with AdhereHealth will allow Papa’s team of personal
companions to make an intergenerational impact on the most vulnerable in our
society, providing them the freedom to age in place while having an advocate at
their side to aid them in the journey through health care.”
Graduating from Silicon Valley’s prestigious Y
Combinator accelerator program, Papa works with large Medicaid and Medicare
clients who have embraced companion health for their members. The Centers for
Disease Control and Prevention uses the healthy days metric to measure consumer
quality of life. This partnership is immediately available to over 20 million
American’s covered by Medicare Advantage plans, plans interested can visit www.adherehealth.com/papa.