Equity, Diversity and Inclusion &
perioperative outcomes
MPOG Annual Retreat October 2, 2020
Nathalia Jimenez MD. MPH
Associate Professor & Vice Chair Equity Diversity and Inclusion,
Department of Anesthesiology and Pain Medicine ,
University of Washington, Seattle, WA
•I have no conflicts of interest
Objectives
1. Describe key concepts of Equity, Diversity and Inclusion (EDI)
2. Explain what are Social Determinants of Health (SDOH) and its
contribution to perioperative outcomes
3. Discuss strategies to incorporate EDI in perioperative outcomes
research and QI
Outline
(1) Importance of equity, diversity and inclusion (perioperative care/outcomes)
- What are social determinants of health (SDOH)/ examples disparities in
perioperative care
- demographic and socioeconomic factors in the US population
(2) One size does not fit all, how QI/QS efforts can increase disparities
(3) Promoting equitable outcomes
-The role of Quality improvement work & research
-Beyond adjusting, how to interpret disparities between population groups
-We found disparities, now what? moving from documenting to implementing
solutions.
Should we care about diversity?
Paradigm
• All patients are equal
• I treat all my patients the same (equally) , I don't see race/ ethnicity/gender…
• Anesthesia is data driven-we use the same information for all patients (age,
gender, weight, comorbidities, same fasting guidelines…)
anesthesiologists
& Diversity
(equity and
Inclusion)
All patients are NOT the same
We treat patients differently
We strive for equitable care VS equal care
• Age → developmental range (physical, emotional & cognitive )
• gender → PONV, Sugamadex
• Race →
• differential prevalence-comorbid conditions
population groups (i.e. sickle cell disease, cystic fibrosis)
• Genetic associations population groups-
CYP2D6 and ultra-rapid codeine metabolizers
• Anesthesia uses the same information for all patients→ BUT
• We tailor care according to: age, gender, weight,
comorbidities
Implicit Bias & medical care
• Explicit (self-reported) beliefs known to the individual
• Implicit (non-conscious) beliefs not readily apparent to the individual and can differ
from a person’s explicit beliefs
→implicit prejudice, discrimination, and bias can be observed in the absence of intention
to discriminate. ( examples medical literature )
→Implicit attitudes more frequent non-verbal behavior
Sabin et al. Physicians’ Implicit and Explicit Attitudes About Race by MD Race, Ethnicity, and Gender JHCPU. 2009; 20(3): 896–913
Sabin et al. The Influence of Implicit Bias on Treatment Recommendations for 4 Common Pediatric Conditions. American Journal of Public Health | 2012, Vol 102, No. 5
Anesthesia & implicit bias ?
• Non verbal interaction with patients
• Don’t have immediate feedback from patients (prophylactic tx PONV, Pain)
• Quick decisions based limited number of variables
Disparities in Anesthesia care
example 1.
• Antiemetic Prophylaxis as a Marker of Healthcare Disparities in the
National Anesthesia Clinical Outcomes Registry (Andreae et al)
• Main finding: association between socioeconomic markers and anti-emetic
prophylaxis (ondansetron and dexamethasone).
• Medicaid patients less likely to receive anti-emetic OR 0.85 [0.81, 0.89]
• Methods:
• Use of large dataset (NACOR) 173,133 cases.
• Outcome anti-emetic prophylaxis → surrogate marker for anesthesia quality
(availability, applicability, cost)
• Predictor socioeconomic indicators: Insurance and income (Beyond race)
Anesth Analg. 2018 February ; 126(2): 588–599.
What are Social determinants of health
SDOH
Economic Stability
Employment
Food Insecurity √
Housing Instability √
Poverty √
Education √
Early Childhood Education and Development
Enrollment in Higher Education
High School Graduation
Language and Literacy √
social and Community Context
Civic Participation
Discrimination
Incarceration
Social Cohesion – Family support √
Health and Health Care
Access to Health Care √
Access to Primary Care √
Health Literacy √
Neighborhood and Built Environment
Access to Foods that Support Healthy Eating
Patterns
Crime and Violence
Environmental Conditions
Quality of Housing √
Adapted from CDC model
Poverty
• 38.1 million people lived in Poverty USA. poverty rate 11.8% (2018)
• Distribution unequal
Higher among females Higher among children
Poverty
poverty line—for an individual was $12,784 yr
Higher among NA/AA/Hispanic
Poverty: Percent of US children <17 years
living in poverty
Office of Disease prevention and Health Promotion-
Heathy People 2020
Anesthesia
-Food insecurity
-Obesity/failure to
thrive
-poor TX adherence
-Calls (phone
minutes)
Year 2019, a family of two adults and two children fell in the
“poverty” category if their annual income fell below
$25,926/yr.
18% US
WA 10%
Demographic changes in the U.S
Race and ethnicity U.S population
• is increasingly more diverse.
• The biggest change is among Children
Disparities in anesthesia care
example 2.
• Race, Postoperative Complications, and Death in Apparently Healthy Children
(Olubukola et al)
• Main finding: AA children compared to White children had higher 30 DPOP
mortality OR 3.43 (95% CI: 1.73–6.79), post-operative complications : 1.18 (95%
CI: 1.13–1.23) and serious adverse events (OR 1.07; 95% CI: 1.01–1.14).
• Methods:
• NSQIP-Pediatrics (2012–2017) 172,549 patients.
• Serious adverse events in healthy children (excluded ASA3+)
• Adjusting age, sex, age, RVU (complexity of procedure), year of procedure, case urgency and
operating time.
2017
Demographic
characteristics of uninsured
in the United States
Insurance coverage by demographic characteristics
US census Data
Disparities in Anesthesia care
example 3.
• A Cross-Sectional Analysis of Community Water Fluoridation (CWF) and Prevalence
of Pediatric Dental Surgery Among Medicaid Enrollees (Lee et al)
• Main finding: Access to CWF is associated with lower caries-related visits and Dental surgery
• Methods:
• Use of large dataset (Medicaid claims data) 436 counties within 5 states per year (872 county-
year observations)
• Outcome Dental surgery under general anesthesia (Cost, resources , exposure GA pediatrics )
• Predictor public health intervention water fluoridation at the county level (regional variation)
JAMA Network Open. 2020;3(8):e205882..
Refugees and immigrants:
A refugee is someone who has been forced to
flee his or her country because of persecution,
war or violence.
SDOH
-LEP
-Health literacy
Anesthesia
-prior traumatic events
-coping
-anxiety
Immigrants and
refugees
Limited English
Proficiency (LEP)
Health literacy
• nearly 5 million English language learners in U.S. public schools in
fall 2015
• represent 9.5% of U.S. public school enrollees, 8.1% in 2000.
• ~ 3/4 of students with LEP in U.S. public schools (77%) spoke
Spanish as their primary language at home in 2015
<3%
3-<6 %
6-<10 %
>10%
PEW research center/ National Center for Education Statistics
Disparities in anesthesia care
example 4.
Postoperative Pain Management in Children, Parental English Proficiency,
and Access to Interpretation (Jimenez et al)
Methods:
- Small clinical dataset 474 patients ( 1 year data)
- Matching by age group, surgical procedure, and admission date.
- Assessment of intervention
- Clinical and administrative dataset ( billing data interpreter services)
Main finding: Children of LEP parents had fewer pain assessments, were less likely to receive opioid
analgesics compared with children of EP parents. More frequent use of professional interpreters mitigate
differences.
Hosp Pediatr. 2014 Jan; 4(1): 23–30.
EDI Research and Quality Improvement
Quality improvement (QI) approaches are appealing for addressing
disparities
• QI strategies target modifiable aspects of care delivery
• Address multiple aspects of care in a systematic fashion
• Tailor care over time based on data monitoring.
• Policy supported IOM→ equity is a core domain of health care quality
• AHRQ formalized this link (quality equity) annual quality & disparity
reports
https://www.ahrq.gov/research/findings/nhqrdr/nhqdr18/index.html
• Supported by legislation: ACA requires collection of race/ethnicity data &
reporting of quality performance measures stratified by race/ethnicity
Potential effects of QI interventions on health disparities.
K. Casey Lion, and Jean L. Raphael Pediatrics
2015;135:354-361
©2015 by American Academy of Pediatrics
QI interventions may not improve disparities
In some cases, disparities may worsen
• greater uptake or effectiveness of the intervention in the population with better
outcomes at baseline.
• Standardized clinical pathways (do not account for differences in populations)
• benchmarking (avoidance of higher risk patients)
• performance incentives (avoidance of patients barriers for adherence treatment)
• public reporting
• provider reminder systems, and decision aids. (difficult heterogeneity)
Addressing Disparities
example 5.
Reduction of Peripartum Racial and Ethnic Disparities-A Conceptual Framework and
Maternal Safety Consensus Bundle. (Council on Patient Safety in Women’s Health Care-Toledo P)
Obstetrics & Gynecology 2018 – V 131 - 5 - p 770-782
https://safehealthcareforeverywoman.org/patient-safety-bundles/reduction-of-
peripartum-racialethnic-disparities/
• Multidisciplinary group
• Commitment to address racial & ethnic disparities
• Bundle created within framework of SDOH
• Systematic approach support systems in addressing disparities
• Readiness
• Recognition
• response
• Reporting –systems learning
Disparities Research
especial consideration
Research methods should adapt to population characteristics and
sociocultural environments i.e. IRB (confidentiality, data management)
Cultural/linguistic considerations challenge the use of mainstream
interpretations of standard evaluation techniques. (i.e. Scales)
do no harm to the populations involved. i.e. Research subject protection
issues and poss. of biases can lead to misinterpretation of results
Disparities Research
difficulties
• Clinical trials, longitudinal cohort studies →
• Recruitment (lack of trust in the system)
• Cost (i.e. Interpretation and translation of materials)
• Adherence (follow up- migrant workers, high mobility populations)
• Existing data →
• No data (before ACA, no data on race/ethnicity except for Medicaid/Medicare)
• Inadequate data race/ethnicity (assigned vs self- reported);
• Data based in obsolete constructs gender (binary)
Recommendations from the National Institute on
Minority Health and Health Disparities (NIMHD)
• formative
• needs assessments (informed by key stakeholders)→
• research relevant to the community and context
• draw upon the assets of the population
• Process: instruments, policies, timing, training, data collection, reliability of the
practices, and adherence to the design
• design and methodology
• Etiologic research should assess exposures and outcomes at multiple levels
• Interventional: multilevel interventions
• summative (outcomes, impacts, and cost)
Am J Public Health 2019 ;109(S1):S34-S40.
Summary
1.Social Determinants of Health (SDOH) contribute to perioperative outcomes
2. equity is a core domain of health care quality
3. Data, Data → to address disparities we need to measure & monitor them
4. QI interventions may reduce disparities if appropriately implemented
5. Disparities research is needed and can be done if it is rooted in the needs and
strengths of vulnerable populations
Questions?
Nathalia Jimenez
njimen@uw.edu