National Healthcare Quality and Disparities Report
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Search All Research Studies
AHRQ Research Studies Date
Topics
- Behavioral Health (1)
- Children/Adolescents (1)
- Disparities (2)
- Electronic Health Records (EHRs) (1)
- Emergency Department (1)
- Health Information Technology (HIT) (1)
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- Medical Expenditure Panel Survey (MEPS) (1)
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- (-) Opioids (5)
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 5 of 5 Research Studies DisplayedGoyal MK, Drendel AL, Chamberlain JM
Racial/ethnic differences in ED opioid prescriptions for long bone fractures: trends over time.
The purpose of this study was to investigate whether racial and/or ethnic differences in provision of outpatient opioid prescriptions for children discharged from the ED with long bone fractures have decreased over time. Findings showed that, as provision of opioid prescriptions declined over time, previously marked racial and/or ethnic disparities in opioid
prescription rates at ED discharge decreased.
prescription rates at ED discharge decreased.
AHRQ-funded; HS020270.
Citation: Goyal MK, Drendel AL, Chamberlain JM .
Racial/ethnic differences in ED opioid prescriptions for long bone fractures: trends over time.
Pediatrics 2021 Nov;148(5):e2021052481. doi: 10.1542/peds.2021-052481..
Keywords: Children/Adolescents, Opioids, Emergency Department, Racial and Ethnic Minorities, Injuries and Wounds, Pain, Medication
Thompson HM, Sharma B, Bhalla S
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.
The objective of this study was to assess fairness and bias of a previously validated machine learning opioid misuse classifier. Two experiments were conducted with the classifier's original and external validation datasets from 2 health systems. Bias was assessed via testing for differences in type II error rates across racial/ethnic subgroups (Black, Hispanic/Latinx, White, Other) using bootstrapped 95% confidence intervals. The investigators concluded that standardized, transparent bias assessments were needed to improve trustworthiness in clinical machine learning models.
AHRQ-funded; HS026385.
Citation: Thompson HM, Sharma B, Bhalla S .
Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups.
J Am Med Inform Assoc 2021 Oct 12;28(11):2393-403. doi: 10.1093/jamia/ocab148..
Keywords: Opioids, Substance Abuse, Electronic Health Records (EHRs), Health Information Technology (HIT), Racial and Ethnic Minorities
Morden NE, Chyn D, Wood A
Racial inequality in prescription opioid receipt - role of individual health systems.
The purpose of this study was to explore the contribution of individual health systems in the receipt of prescription opioids among racial groups in the United States. Medicare claims data for 2016-2017 was used to obtain a random 40% national sample of fee-for-service, Black and White beneficiaries 18 to 64 years of age and identify 310 racially diverse systems. Findings showed that, within individual health systems, Black and White patients received markedly different opioid doses. These system-specific findings could facilitate exploration of the causes and consequences of these differences.
AHRQ-funded; HS024075.
Citation: Morden NE, Chyn D, Wood A .
Racial inequality in prescription opioid receipt - role of individual health systems.
N Engl J Med 2021 Jul 22;385(4):342-51. doi: 10.1056/NEJMsa2034159..
Keywords: Opioids, Medication, Racial and Ethnic Minorities, Disparities, Practice Patterns
Lillie KM, Shaw J, Jansen KJ
Buprenorphine/naloxone for opioid use disorder among Alaska Native and American Indian people.
Opioid-related disparities are magnified among Alaska Native and American Indian (ANAI) people. Yet, no outcome studies on medication for addiction treatment, an effective treatment in other populations, among ANAI people exist. The objective of this study was to identify variables associated with buprenorphine/naloxone retention among ANAI people with opioid use disorder (OUD). The investigators concluded that younger patients and those with co-occurring substance use remained at higher risk of discontinuing buprenorphine/naloxone treatment for OUD in this population of ANAI people.
AHRQ-funded; HS023207.
Citation: Lillie KM, Shaw J, Jansen KJ .
Buprenorphine/naloxone for opioid use disorder among Alaska Native and American Indian people.
J Addict Med 2021 Jul-Aug 01;15(4):297-302. doi: 10.1097/adm.0000000000000757..
Keywords: Opioids, Substance Abuse, Behavioral Health, Medication, Racial and Ethnic Minorities, Vulnerable Populations
Moriya AS, Xu L
AHRQ Author: Moriya AS
The complex relationships among race/ethnicity, social determinants, and opioid utilization.
The objective of this study was to examine individual- and community-level factors associated with racial/ethnic differences in individuals' opioid prescription use. The investigators found that the average annual rate of any outpatient opioid prescription use was higher for non-Hispanic whites than for non-Hispanic blacks and Hispanics. The smaller difference between non-Hispanic blacks and whites was not explained by the differences in the risk factors, while almost all the difference between Hispanics and non-Hispanic whites could be explained by the differences in the means of the risk factors.
AHRQ-authored.
Citation: Moriya AS, Xu L .
The complex relationships among race/ethnicity, social determinants, and opioid utilization.
Health Serv Res 2021 Apr;56(2):310-22. doi: 10.1111/1475-6773.13619..
Keywords: Medical Expenditure Panel Survey (MEPS), Racial and Ethnic Minorities, Social Determinants of Health, Opioids, Medication, Disparities