-
www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/reports/issue-briefs/telediagnosis.pdf
August 03, 2020 - National Trends Survey suggest that significant
disparities in internet access exist by age, sex, race … , ethnicity, income, and education.20 Likewise, as noted in
AHRQ’s 2018 National Healthcare Quality
-
www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/tools/PCMH/pcpf-module-23-documenting-work-with-practices.pdf
September 01, 2015 - . ·-
Race/Ethnicity
mr:;~t";rlsk ll'Mtlcators Sex
26
,
67
13.33% 4 ..-·
ao.00% 2,1 • •
"' 53.33%
-
www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-brief-ai-wave.pdf
June 01, 2025 - vignettes and produced different
diagnostic and treatment recommendations based solely on a patient’s race … to minimize bias, LLMs
nonetheless varied their diagnostic and treatment recommendations based on race … , ethnicity, sex,
and socioeconomic status.38 Moreover, several commercial models were found to perpetuate … outdated, scientifically refuted race-based medical misconceptions, such as differences in pain
tolerance … Large language models propagate race-based
medicine. npj Digit Med. 2023;6(1):195. doi:10.1038/s41746
-
www.ahrq.gov/sites/default/files/wysiwyg/mcc/pccp4p/baseline-scan-appendices.pdf
February 22, 2024 - Probe:
o In other words, were there gaps with populations reached (race / ethnicity, language, income … Probes:
o In other words, were there gaps with populations reached (race / ethnicity, language,
income … and ethnicity, start
incubating ideas for how to improve it. … given grants to start building infrastructure to think about this, start collecting their own data on race … and ethnicity, start incubating ideas for how to improve it.
-
www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apvii.html
June 01, 2010 - address the needs of individual consumers regardless of age group, gender, educational background, race … , ethnicity, and socioeconomic status in order to accurately reflect the diverse populations served by
-
www.ahrq.gov/policymakers/chipra/overview/background/methods.html
December 01, 2009 - In addition, one of the works in progress focused on the type of data (e.g., race/ethnicity) and measures
-
www.ahrq.gov/patient-safety/patients-families/consumer-exp/reporting/summary.html
August 01, 2022 - Systems should be designed to facilitate access for diverse populations (e.g., age, race/ethnicity, education
-
www.ahrq.gov/patient-safety/patients-families/consumer-exp/reporting/chapter4.html
August 01, 2022 - Systems should be designed to facilitate access for diverse populations (e.g., age, race/ethnicity, education
-
www.ahrq.gov/sites/default/files/2024-07/ellenbecker-boylan-report.pdf
January 01, 2024 - Tenure
Living Arrangements
Children Under 6
Family Income & Benefits
Education
Race … … 0.12 3.19 *
Job Satisfaction (latent) … … … … 0.69 16.58 0.13 3.44
Nurse characteristics
White race
-
www.ahrq.gov/sites/default/files/wysiwyg/pqmp/lessons/lessons-performance-comparisons.pdf
October 01, 2019 - Impact of Race/Ethnicity and Socioeconomic Status on
Risk-Adjusted Readmission Rates: Implications for
-
www.ahrq.gov/sites/default/files/wysiwyg/pqmp/lessons/lessons-challenges-successes.pdf
January 01, 2019 - subgroup analyses of children taking antipsychotics to better
understand variations by geography, race … , ethnicity and sex to help them target and tailor
interventions at the provider and health plan levels
-
www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/webinars/using-large-datasets-pcr-052323.pptx
May 24, 2023 - across the US
primarily FQHCs
39
Methods – Available Data
DOMAIN EXAMPLE
Demographics Sex, age, race … , ethnicity, language, FPL, sexual orientation, gender identity
Encounters Encounter type, level of
-
www.ahrq.gov/sites/default/files/wysiwyg/action-alliance/CMS-Aug-23-board-session.pdf
August 22, 2023 - effective care by evaluating variations in
care outcomes for key conditions or service lines based on race … , gender, ethnicity, language, socioeconomic status/payer type, and
age.
-
www.ahrq.gov/sites/default/files/2024-02/cohen2-report.pdf
January 01, 2024 - Patients were diverse with regard to gender, age, educational level, and race, although respondents were … account for significant differences in understanding the information among all
respondents, nor did ethnicity
-
www.ahrq.gov/ncepcr/tools/workforce-financing/white-paper.html
July 01, 2019 - experience services that meet most of their recognized and unrecognized needs—regardless of age, gender, race … , ethnicity, or socioeconomic status. 33 Health problems that occur with sufficient frequency to enable … Disparities, Social Determinants of Health
PRAPARE survey, health process and outcome metrics compared by race
-
www.ahrq.gov/sites/default/files/2024-01/jones1-report.pdf
January 01, 2024 - However, there were no significant differences by race/ethnicity in
percentage of residents reporting … Multivariate logistic regression
model predicting moderate or severe pain identified ethnicity and sex
-
www.ahrq.gov/sites/default/files/2024-05/berry2-report.pdf
January 01, 2024 - Labor Force Characteristics by Race and Ethnicity, 2013 BLS Reports.
U.S. Census Bureau. (2010). … Categories
Ethnic Categories
TotalNot Hispanic or Latino Hispanic or Latino Unknown/Not Reported Ethnicity … Black or African
American
9 5 0 0 0 0 0 0 0 14
White 439 693 1 0 0 0 0 0 0 1,133
More than one
race
-
www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/research/engaging-challenging-full.pdf
May 01, 2024 - The virtual TEP was recruited considering diversity
with respect to discipline, race/ethnicity, geography … /ethnicity, geography, and organization type. … and
ethnicity, and socioeconomic
status—as well as the
unintended consequences,
including reduced … panel in terms of occupation, organizational affiliation, geographic location, gender, and
racial/ethnic … group, the input from the TEP and interviews cannot fully represent the diversity of
opinions for clinicians
-
www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/quality-resources/apcd/apcdmeasinvrpt.pdf
January 01, 2020 - in stratified analyses, so apparent
differences by patient characteristics such as age, gender, or race … /ethnicity may not be
statistically significant if the number of patients eligible for the measure within … Stratification
by race and ethnicity and socioeconomic status to identify disparities in care may also
-
www.ahrq.gov/sites/default/files/wysiwyg/cahps/cahps-database/2024-health-plan-chartbook.pdf
January 01, 2024 - Some college or 2-year degree 26%
4-year college graduate 8%
More than 4-year college degree 5%
Race … /Ethnicity
White 57%
African-American 18%
Asian 6%
Native Hawaiian/Pacific Islander 1%
American … or 2-year degree 29% 32%
4-year college graduate 11% 16%
More than 4-year college degree 8% 10%
Race … /Ethnicity (child)
White 51% 64%
African-American 16% 11%
Asian 5% 5%
Native Hawaiian/Pacific Islander