Tuesday, January 21, 2020

It’s Time To Address The Role Of Implicit Bias Within Health Care Delivery


After many decades of study and exposition in the medical and sociological literature, policy makers and health care providers have finally turned their attention to social determinants of health (SDoH) and their effects on health outcomes. This is a welcome development. It brings needed focus on social and economic factors that play a vital role in how people live, both within and outside the health care system. These factors include demographic characteristics such as race; and socioeconomic factors such as education, income, housing, transportation, food insecurity, and many others according to the World Health Organization
In addition to the long overdue focus on SDoH, there is another uncomfortable truth about the scope of bias within the health care system—about the uneven access, poor quality, and at times nonexistent care experienced by racial minorities. This truth was documented by the National Academy of Medicine in a groundbreaking 2002 report, which made clear that medical care can exacerbate the impact of social factors outside the health care system that lead to poor health, contributing to even worse outcomes and experiences by minority patients. Yet, since this report, we have not realized major improvements that address disparities or improve health equity at scale. 
A False Sense That Inequity Comes From Outside The Health Care System 
We are concerned that whether the discussion is framed around health disparities, health equity, or SDoH, there is a supposition that social issues exist outside of health care or are hoisted onto the health care delivery system. Often missing from today’s discourse is the fact that individuals and communities interacting with the health care system are subjected to disparate treatment at the hands of clinicians. The popular press has made this point, with particular focus on disparities in maternal and child health that have led to persistent and devastating outcomes for black women and babies. Journalists have dealt head-on with the impact of bias, racism, and discrimination in and out of the health care system, noting for example that black women in the highest education, income, and wealth groups have worse outcomes than white women on the lowest end of the socioeconomic strata. 
The medical literature, too, demonstrates that racial and ethnic minorities and women are subject to less accurate diagnoses, curtailed treatment options, less pain management, and worse clinical outcomes. This is true even within the four walls of the health care system, when external factors would not be expected to play a major role. 
Behind the data are the personal experiences and examples of bias and discrimination, which abound in care settings if we only look or ask. We have personally heard the term “hispanicus hystericus” applied to Latinx patients with legitimate pain or emotional issues that were discounted or not addressed. We have witnessed black children not being treated as children at all, or not being given the same compassion or level of care—even the use of topical anesthetics—provided for white children. We have witnessed care teams express frustration with the patients’ cultural views, such as forgoing blood transfusions or other clinical interventions, that did not align with “common” or “traditional” views. One of us was reflexively smacked by a frustrated anesthesiologist while she was in active labor for not bending down far enough for an epidural. 
For many white patients, these kinds of experiences are inconceivable. But for black or Hispanic patients, maltreatment can be routine, almost ubiquitous, and those patients are often unable in the moment to seek redress. Minority patients know they are not being treated well but have few alternatives for other care. 
Medicine and health care act as if we have no role in producing or promulgating health disparities but instead are simply responding to them. There may be a certain comfort for medicine in this approach. SDoH are “external” to the health environment and reflect broader social factors that largely shield the health care delivery system from direct accountability. Much of the discussion on SDoH addresses individual socioeconomic issues that are amenable to policy solutions: transportation options to ease access to medical care, housing supports to address homelessness, or prescriptions for food (akin to medical prescriptions). And, indeed, these interventions address key factors that lead to poor health outcomes, even in the face of adequate medical interventions. 
Implicit bias, by contrast, is “internally” driven and must be addressed by the delivery system. Acknowledging that interactions within the health care system can drive poor outcomes is no easy task and far less amenable to point solutions. 
A Reform Agenda That Faces Up To Bias And Inequity Within, As Well As Outside, The Delivery System 
A true and comprehensive approach to health equity requires addressing both the social and delivery system factors driving inequity. We must solve for clinician bias as well as limit the impact of social and economic factors on health to fully address disparities and better serve vulnerable populations. Marginalized populations become marginalized patients through the expression of social factors and delivery system failures.  
Our health care system must take ownership of our contributions to the problem. The reality is that health care is staffed by individuals who are subjects and purveyors of various social constructs and beliefs, both positive and negative. Bias and prejudice are as much a part of health care workers as in the general population. Moreover, because health care workers are in positions of authority with the power to exert influence on patients’ experiences, the impact on health outcomes can be significant and long lasting. 
We propose a few solutions that, when coupled with on-going efforts around SDoH, can help to drive continued gains in health equity and address factors internal and external to delivery systems. We envision two main leverage points to address equity: the health care workforce and the use of data and performance measurement coupled with payment policies. 
The Health Care Workforce 
Bias training. On the first factor, academia and delivery systems must strive to be better than the current sum of our parts and no longer reflect some of the greater shortcomings of our society. In the near term, we should include bias training in medical, nursing, and other allied health schools, as well as in hospitals and delivery systems. All clinicians and personnel interacting with patients should receive this training so they are better attuned to their biases and equipped with skills and tactics to address them. 
Interpreters and translation. We should completely implement basic standards to promote better communication: interpreters, translation services, and so forth. These services are often questioned as unnecessary expenses; it is time to move beyond that discussion and make sure every clinician and care team can at a minimum communicate with their patients in real time. 
Chief equity officers. Finally, we recommend the creation of chief equity officer roles throughout the delivery system to ensure health equity remains on the agenda. Chief equity officers are strategic leaders in the executive suite, with cross-functional oversight of the delivery system’s performance in serving the needs of patients and customers. We distinguish equity officers from chief diversity officers, who often focus more on internal recruiting, retention, and inclusion programs. An equity focus on service and delivery system performance, rather, will drive an agenda that addresses internal performance in quality and access for all patients, particularly vulnerable patients. Chief equity officers would focus on staff training and accountability and how staff treat all patients. They would also have an external focus on SDoH and implement approaches that involve broader community and provider engagement to address medical and nonmedical threats to health outcomes. 
A diversified pipeline. In the long term, we need to dramatically change our approach to diversifying the pipeline for physicians and other clinicians. Entrance to professional schools by racial minorities has stagnated or in some cases dropped at a time when more diverse physicians and leaders are needed in the country. If programs, particularly medical schools, are interested in increasing the numbers of black, Latinx, and other racial minorities in schools, they need to create relationships with community colleges and high schools to identify students who may benefit from prompts, coaching, and encouragement to pursue medical careers. 
The costs of medical education are prohibitive for many students, but they are especially daunting for many students who have no family or community history on which to base an assumption that they will earn enough to meet the responsibilities of repaying such significant loans after medical school completion. Diversifying the talent pool will require additional investments to defray medical school costs. Some schools have seen movement in this direction, but more support will be needed, with perhaps special attention paid to students based on need and membership in underrepresented racial and ethnic categories. We recognize that racial concordance between patients and clinicians is not a panacea, but clinicians who share similar experiences with patients can improve patients’ overall access and experience with care, feelings of being understood, and consequently, adherence to improve health outcomes. 
Performance Metrics And Incentives 
Beyond addressing the workforce, understanding health care utilization data and performance outcomes is critical for addressing health equity comprehensively. Delivery systems and payers should use all available data to conduct subgroup analyses to determine whether individuals across demographic characteristics are receiving adequate and equitable care. These analyses should then connect to quality improvement and related efforts to address identified gaps and shortcomings. They can also be used to guide solution development for SDoH, to ensure all equity issues and interventions are being addressed comprehensively. And as the delivery system responds to incentives built into the payment system, payment models will need to reflect a comprehensive approach to equity. 
In addition, we recommend the development and use of specific quality measures to track performance along important equity outcomes. For many measures currently in use today, stratification along demographic and other equity-sensitive factors would likely be sufficient to identify critical gaps. However, new measure development is also required. We must develop measures to assess implicit bias and inequitable treatment, whether they are used for accountability programs or improvement efforts. 
These measures can be part of standardized, validated instruments that, for example, assess implicit bias and link to behavioral change interventions, similar to approaches being taken to address clinician burnout. There are numerous such instruments designed to assess and address clinician burnout, such as the Stanford Professional Fulfillment Index and the Well-Being Index. These instruments assess various mental states and feelings, sense of fulfillment, and mental fatigue—approaches that are applicable to identifying implicit bias and the outcomes or actions that might result from bias.   
In addition, we need standardized population level measures of disparities in outcomes tied both to social determinants and bias. For example, measures specific to food insecurity could help to identify at-risk populations, and these measures could cascade to clinical and social outcome measures tied to equity. (Such measures may involve inclusion of social risk adjustment models as relevant or necessary.) This would help to ensure payment incentives are aligned to mitigate and resolve these issues comprehensively. 
Certainly, other solutions may be possible. Health care cannot be an observer of these issues or continue to suggest that inequity is produced by broader social forces alone. Our response must have the urgency this issue deserves. We are reminded of what Martin Luther King, Jr., said of health inequity: “Of all the forms of inequality, injustice in health is the most shocking and inhumane.”

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