National Healthcare Quality and Disparities Report
Latest available findings on quality of and access to health care
Data
- Data Infographics
- Data Visualizations
- Data Tools
- Data Innovations
- All-Payer Claims Database
- Healthcare Cost and Utilization Project (HCUP)
- Medical Expenditure Panel Survey (MEPS)
- AHRQ Quality Indicator Tools for Data Analytics
- State Snapshots
- United States Health Information Knowledgebase (USHIK)
- Data Sources Available from AHRQ
Search All Research Studies
AHRQ Research Studies Date
Topics
- Ambulatory Care and Surgery (1)
- Antibiotics (1)
- Antimicrobial Stewardship (1)
- Chronic Conditions (1)
- Community-Acquired Infections (1)
- COVID-19 (2)
- Diabetes (1)
- Healthcare Cost and Utilization Project (HCUP) (1)
- Healthcare Costs (1)
- Health Information Technology (HIT) (1)
- (-) Hospitalization (7)
- Infectious Diseases (2)
- (-) Medication (7)
- Medication: Safety (2)
- Mortality (1)
- Newborns/Infants (1)
- Opioids (3)
- Pain (1)
- Practice Patterns (1)
- Pregnancy (1)
- Provider: Nurse (1)
- Provider: Pharmacist (1)
- Provider: Physician (1)
- Public Health (1)
- Risk (1)
- Screening (1)
- Substance Abuse (3)
- Telehealth (1)
- Transplantation (1)
AHRQ Research Studies
Sign up: AHRQ Research Studies Email updates
Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 7 of 7 Research Studies DisplayedKeenan KE, Rothberg MB, Herzig SJ
Association between opioids prescribed to medical inpatients with pain and long-term opioid use.
This study’s objective was to identify the association between opioid exposure during a medical hospitalization and opioid use 6 to 12 months later. This observational cohort study used electronic health record data from 10 hospitals in the Cleveland Clinic Health System in 2016. Eligible patients were opioid-naïve adults with pain 18 years and older. The authors estimated the odds of long-term opioid use (defined as ≥2 prescriptions for at least 30 pills 6 to 12 months posthospitalization) by opioid exposure during the hospitalization. Among the 2971 patients in the study, 64% received opioids during their hospitalization, and 28% were discharged with opioids. A total of 3% of patients had long-term use with a higher pain score associated with greater odds of long-term use.
AHRQ-funded; HS026215.
Citation: Keenan KE, Rothberg MB, Herzig SJ .
Association between opioids prescribed to medical inpatients with pain and long-term opioid use.
South Med J 2021 Oct;114(10):623-29. doi: 10.14423/smj.0000000000001307..
Keywords: Opioids, Hospitalization, Pain, Substance Abuse, Medication
Taber DJ, Fleming JN, Su Z
Significant hospitalization cost savings to the payer with a pharmacist-led mobile health intervention to improve medication safety in kidney transplant recipients.
This paper examined hospitalization cost savings to the payer with a pharmacist-led mobile health intervention to improve medication safety in kidney transplant recipients. This study was an economic analysis of a 12-month, parallel arm, randomized controlled trial in adult kidney recipients 6 to 36 months posttransplant (NCT03247322). All participants received usual posttransplant care, while the intervention arm received supplemental clinical pharmacist-led medication therapy monitoring and management, via a smartphone-enabled mHealth app, integrated with risk-based televisits.
AHRQ-funded; HS023754.
Citation: Taber DJ, Fleming JN, Su Z .
Significant hospitalization cost savings to the payer with a pharmacist-led mobile health intervention to improve medication safety in kidney transplant recipients.
Am J Transplant 2021 Oct;21(10):3428-35. doi: 10.1111/ajt.16737..
Keywords: Healthcare Costs, Provider: Pharmacist, Telehealth, Health Information Technology (HIT), Transplantation, Hospitalization, Medication: Safety, Medication
Chou LN, Kuo YF, Raji MA
Potentially inappropriate medication prescribing by nurse practitioners and physicians.
This study compared prescribing rates for potentially inappropriate medications (PIMs) by physicians and nurse practitioners (NPs). The authors used 100% Texas Medicare data to define physician and NP visits in 2016. Rates of visits with a PIM prescription from the same provider was measured by initial and refill visits. There were 24.1 per 1000 visits for PIM prescriptions, 9.0 per 1000 visits for an initial PM and 15.1 per 1000 visits for a refill PIM. Visits to an NP was less likely to result in an initial and refill PIM visit than a visit to a physician. There was a strong association of lower odds of a black enrollee receiving a PIM by an NP than white enrollees. There was also less likelihood of receiving a PIM refill from an NP in older patients and in those with more comorbidities.
AHRQ-funded; HS020642; HS020642.
Citation: Chou LN, Kuo YF, Raji MA .
Potentially inappropriate medication prescribing by nurse practitioners and physicians.
J Am Geriatr Soc 2021 Jul;69(7):1916-24. doi: 10.1111/jgs.17120..
Keywords: Medication: Safety, Medication, Provider: Physician, Provider: Nurse, Hospitalization, Practice Patterns, Ambulatory Care and Surgery
Vaughn VM, Gandhi T, Petty LA
Empiric antibacterial therapy and community-onset bacterial coinfection in patients hospitalized with COVID-19: a multi-hospital cohort study.
A randomly sampled cohort of 1705 patients hospitalized with COVID-19 was used. Data was collected on early empiric antibacterial therapy within 2 days of hospitalization, empiric antibacterial therapy and community-onset bacterial co-infections. Of the 1705 patients, 56.6% were prescribed early empiric antibacterial therapy, with 3.5% having a confirmed community-onset bacterial infection. Use varied across hospitals, ranging from 27% to 84%. Patients were more likely to receive the therapy if they were older, had more severe illness, had a lobar infiltrate, or were admitted to a for-profit hospital. Over the one-month period empiric antibacterial use decreased.
AHRQ-funded; HS026530; HS026725.
Citation: Vaughn VM, Gandhi T, Petty LA .
Empiric antibacterial therapy and community-onset bacterial coinfection in patients hospitalized with COVID-19: a multi-hospital cohort study.
Clin Infect Dis 2021 May 18;72(10):e533-e41. doi: 10.1093/cid/ciaa1239..
Keywords: COVID-19, Infectious Diseases, Community-Acquired Infections, Antimicrobial Stewardship, Antibiotics, Medication, Hospitalization
Afshar M, Sharma B, Bhalla S
External validation of an opioid misuse machine learning classifier in hospitalized adult patients.
This study looks at new methods to make opioid misuse screening in hospitals less resource-intensive, which causes it to occur rarely. The objective of this study is to externally validate the author’s previously published and open-source machine learning classifier by implementing it a different hospital to identify cases of opioid misuse. An observational cohort of 56,227 adult hospitalizations from October 2017 to December 2019 was used during a hospital-wide substance use screening program with manual screening. A manually completed Drug Abuse Screening Test served as the reference standard to validate a convolutional neural network (CNN) classified with coded word embedding features to capture electronic health record (EHR) clinical notes. Manual screening was completed in 67.8% of patients with 1.1% identified with opioid misuse. The opioid misuse classifier had good discrimination during external validation and may help overcome manual screening barriers.
AHRQ-funded; HS026385.
Citation: Afshar M, Sharma B, Bhalla S .
External validation of an opioid misuse machine learning classifier in hospitalized adult patients.
Addict Sci Clin Pract 2021 Mar 17;16(1):19. doi: 10.1186/s13722-021-00229-7..
Keywords: Opioids, Medication, Substance Abuse, Screening, Hospitalization
Hirai AH, Ko JY, Owens PL
AHRQ Author: Owens PL, Stocks C
Neonatal abstinence syndrome and maternal opioid-Related diagnoses in the US, 2010-2017.
This study analyzed trends in neonatal abstinence syndrome (NAS) and maternal opioid-Related diagnosis (MOD) in the United States from 2010 to 2017. A cross-sectional analysis was done of the HCUP National Inpatient Sample and State Inpatient Database from 2010 through 2017. Diagnoses of NAS and MOD were found using the ICD-10, CM codes. Significant increases occurred in rates of NAS, from 4.0 to 7.3 per birth hospitalizations and MOD, from 3.5 to 8.2 per 1000 delivery hospitalizations. A census of 47 state databases in 2017 found a large range of NAS rates – from 1.3 per 1000 birth hospitalizations in Nebraska to 53.5 per 1000 hospitalizations in West Virginia with the same ranges found for MOD rates. In all states except Nebraska and Vermont which only had significant MOD increases, NAS and MOD rates rose significantly from 2010 to 2017.
AHRQ-authored; AHRQ-funded; 290201800001C.
Citation: Hirai AH, Ko JY, Owens PL .
Neonatal abstinence syndrome and maternal opioid-Related diagnoses in the US, 2010-2017.
Neonatal abstinence syndrome and maternal opioid-Related diagnoses in the US, 2010-2017..
Keywords: Healthcare Cost and Utilization Project (HCUP), Newborns/Infants, Opioids, Medication, Substance Abuse, Hospitalization, Pregnancy
Bramante CT, Ingraham NE, Murray TA
Metformin and risk of mortality in patients hospitalised with COVID-19: a retrospective cohort analysis.
This study examined whether metformin use by patients with diagnosed with type 2 diabetes had reduced mortality when hospitalized for COVID-19. Pharmacy claims data from UnitedHealth Group’s Clinical Discovery Claims Database was used. Patient data were included if they were aged 18 years or older; had type 2 diabetes or obesity (defined based on claims); at least 6 months of continuous enrolment in 2019; and admission to hospital for COVID-19 confirmed by PCR; manual chart review by UHG; or reported from the hospital to UHG. Metformin was not associated with significant reduction in mortality among men, but there was an association with decreased mortality in women.
AHRQ-funded; HS026379.
Citation: Bramante CT, Ingraham NE, Murray TA .
Metformin and risk of mortality in patients hospitalised with COVID-19: a retrospective cohort analysis.
Lancet Healthy Longev 2021 Jan;2(1):e34-e41. doi: 10.1016/s2666-7568(20)30033-7..
Keywords: COVID-19, Hospitalization, Medication, Mortality, Risk, Diabetes, Chronic Conditions, Public Health, Infectious Diseases