National Healthcare Quality and Disparities Report
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AHRQ Research Studies Date
Topics
- Adverse Drug Events (ADE) (4)
- Adverse Events (4)
- Ambulatory Care and Surgery (1)
- Blood Clots (3)
- (-) Blood Thinners (12)
- Cardiovascular Conditions (5)
- Care Management (1)
- Clinical Decision Support (CDS) (1)
- Comparative Effectiveness (1)
- COVID-19 (1)
- Decision Making (3)
- Elderly (4)
- Electronic Health Records (EHRs) (2)
- Healthcare Costs (1)
- Healthcare Utilization (1)
- Health Information Technology (HIT) (2)
- Heart Disease and Health (4)
- Injuries and Wounds (1)
- Inpatient Care (2)
- Long-Term Care (1)
- Maternal Care (1)
- Medicaid (1)
- Medical Errors (1)
- Medicare (1)
- Medication (12)
- Medication: Safety (3)
- Nursing Homes (1)
- Patient-Centered Healthcare (1)
- Patient Safety (2)
- Practice Patterns (1)
- Pregnancy (1)
- Prevention (1)
- Registries (1)
- Risk (3)
- Women (1)
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 12 of 12 Research Studies DisplayedDuvalyan A, Pandey A, Vaduganathan M
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
Researchers examined contemporary direct oral anticoagulant (DOAC) spending patterns within Medicare Part D and Medicaid between 2014 and 2019. They found that, although overall DOAC spending is increasing, DOAC use may be associated with lower downstream medical expenditures compared with warfarin stemming from decreased risk of major bleeding and stroke and reduced drug monitoring.
AHRQ-funded; HS022418.
Citation: Duvalyan A, Pandey A, Vaduganathan M .
Trends in anticoagulation prescription spending among Medicare Part D and Medicaid beneficiaries between 2014 and 2019.
J Am Heart Assoc 2021 Dec 21;10(24):e022644. doi: 10.1161/jaha.121.022644..
Keywords: Blood Thinners, Medication, Medicare, Medicaid, Healthcare Costs
Reese TJ, Del Fiol G, Morgan K
A shared decision-making tool for drug interactions between warfarin and nonsteroidal anti-inflammatory drugs: design and usability study.
Exposure to life-threatening drug-drug interactions (DDIs) occurs despite the widespread use of clinical decision support. The DDI between warfarin and nonsteroidal anti-inflammatory drugs is common and potentially life-threatening. Patients can play a substantial role in preventing harm from DDIs; however, the current model for DDI decision-making is clinician centric. This study aimed to design and examine the usability of DDInteract, a tool to support shared decision-making (SDM) between a patient and provider for the DDI between warfarin and nonsteroidal anti-inflammatory drugs.
AHRQ-funded; HS026198.
Citation: Reese TJ, Del Fiol G, Morgan K .
A shared decision-making tool for drug interactions between warfarin and nonsteroidal anti-inflammatory drugs: design and usability study.
JMIR Hum Factors 2021 Oct 26;8(4):e28618. doi: 10.2196/28618..
Keywords: Blood Thinners, Medication: Safety, Medication, Clinical Decision Support (CDS), Decision Making, Electronic Health Records (EHRs), Health Information Technology (HIT), Adverse Drug Events (ADE), Adverse Events, Patient Safety
Vaughn VM, Yost M, Abshire C
Trends in venous thromboembolism anticoagulation in patients hospitalized with COVID-19.
This study’s objective was to characterize frequency, variation across hospitals, and change over time in VTE prophylaxis and treatment-dose anticoagulation in patients hospitalized for COVID-19, as well as the association of anticoagulation strategies with in-hospital and 60-day mortality. This cohort study used adults hospitalized with COVID-19 from 30 pseudorandom hospitals in Michigan from March 7, 2020, to June 17, 2020. Main outcomes measured were the effect of nonadherence and anticoagulation strategies on in-hospital and 60-day mortality. Of a total 1351 patients with COVID-19 with a median age of 64 years, 47.7% women and 48.9% Black, only 18 (1.3%) had a confirmed VTE, and 219 (16.2%) received treatment-dose anticoagulation. Use of treatment-dose anticoagulation without imaging ranged from 0% to 29% across hospitals and increased over time. Of 1127 patients who ever received anticoagulation, 392 missed 2 or more days of prophylaxis. Missed prophylaxis varied from 11% to 61% across hospitals and decreased markedly over time. VTE nonadherence was associated with higher 60-day (adjusted hazard ratio [aHR], 1.31) but not in-hospital mortality (aHR, 0.97). Receiving any dose of anticoagulation (vs no anticoagulation) was associated with lower in-hospital mortality (only prophylactic dose: aHR, 0.36; any treatment dose: aHR, 0.38). However, only the prophylactic dose of anticoagulation remained associated with lower mortality at 60 days (prophylactic dose: aHR, 0.71; treatment dose: aHR, 0.92).
AHRQ-funded; HS026530.
Citation: Vaughn VM, Yost M, Abshire C .
Trends in venous thromboembolism anticoagulation in patients hospitalized with COVID-19.
JAMA Netw Open 2021 Jun 1; 4(6):e2111788. doi: 10.1001/jamanetworkopen.2021.11788..
Keywords: COVID-19, Blood Clots, Blood Thinners, Medication, Inpatient Care, Cardiovascular Conditions
Feng Y, Pai CW, Seiler K
Adverse outcomes associated with inappropriate direct oral anticoagulant starter pack prescription among patients with atrial fibrillation: a retrospective claims-based study.
This retrospective analysis investigated the risk for bleeding events with higher dosing of direct oral anticoagulant (DOAC) in the first 1-3 weeks of treatment for patients with atrial fibrillation (AF). Findings showed that patients who received an inappropriate DOAC prescription were more likely to identify as Black. Rates of ED visits, hospitalizations, and deaths overall were numerically lower in patients with starter pack DOAC prescriptions. In contrast, rates of ED visits and hospitalizations related to significant bleeding were numerically higher in patients with starter pack DOAC prescriptions. Among patients with AF but without acute venous thromboembolism, those who received an inappropriate DOAC starter pack had numerically higher rates of severe bleeding leading to ED visits and hospitalizations compared to those prescribed an appropriate non-starter pack DOAC anticoagulant.
AHRQ-funded; HS026874.
Citation: Feng Y, Pai CW, Seiler K .
Adverse outcomes associated with inappropriate direct oral anticoagulant starter pack prescription among patients with atrial fibrillation: a retrospective claims-based study.
J Thromb Thrombolysis 2021 May;51(4):1144-49. doi: 10.1007/s11239-020-02358-3..
Keywords: Blood Thinners, Medication, Medication: Safety, Medical Errors, Adverse Drug Events (ADE), Adverse Events, Heart Disease and Health, Cardiovascular Conditions
Rhee TG, Kumar M, Ross JS
Age-related trajectories of cardiovascular risk and use of aspirin and statin among U.S. Adults Aged 50 or older, 2011-2018.
The purpose of this study was to examine age-related trajectories of cardiovascular risk and use of aspirin and statin among U.S. adults aged 50 or older. The investigators concluded that while adults aged ≥75 do not benefit from the use of aspirin to prevent the first CVD, many continue to take aspirin on a regular basis. In spite of the clear benefit of statin use to prevent a subsequent CVD event, many older adults in this risk category are not taking a statin.
AHRQ-funded; HS022882.
Citation: Rhee TG, Kumar M, Ross JS .
Age-related trajectories of cardiovascular risk and use of aspirin and statin among U.S. Adults Aged 50 or older, 2011-2018.
J Am Geriatr Soc 2021 May;69(5):1272-82. doi: 10.1111/jgs.17038..
Keywords: Elderly, Blood Thinners, Cardiovascular Conditions, Heart Disease and Health, Risk, Medication
Herrin J, Abraham NS, Yao X
Comparative effectiveness of machine learning approaches for predicting gastrointestinal bleeds in patients receiving antithrombotic treatment.
The purpose of this retrospective cross-sectional study was to compare the performance of 3 machine learning approaches with the commonly-used HAS-BLED (hypertension, abnormal kidney and liver function, stroke, bleeding, labile international normalized ratio, older age, and drug or alcohol use) risk score in predicting antithrombotic-related gastrointestinal bleeding (GIB). The machine-learning models were regularized Cox proportional hazards regression (RegCox), random survival forests, and extreme gradient boosting (XGBoost). Findings showed that the machine learning models revealed similar performance in identifying patients at high risk for GIB after being prescribed antithrombotic agents. Two models (RegCox and XGBoost) performed modestly better than the HAS-BLED score.
AHRQ-funded; HS025402.
Citation: Herrin J, Abraham NS, Yao X .
Comparative effectiveness of machine learning approaches for predicting gastrointestinal bleeds in patients receiving antithrombotic treatment.
JAMA Netw Open 2021 May;4(5):e2110703. doi: 10.1001/jamanetworkopen.2021.10703..
Keywords: Blood Thinners, Medication, Risk, Adverse Drug Events (ADE), Adverse Events, Medication: Safety, Patient Safety, Comparative Effectiveness
Mack DS, Hume AL, Tjia J
National trends in statin use among the United States nursing home population (2011-2016).
AHRQ-funded; HS026840.
Citation: Mack DS, Hume AL, Tjia J .
National trends in statin use among the United States nursing home population (2011-2016).
Drugs Aging 2021 May;38(5):427-39. doi: 10.1007/s40266-021-00844-8..
Keywords: Elderly, Nursing Homes, Long-Term Care, Blood Thinners, Medication
Iroz CB, Dahl CM, Cassimatis IR
Prophylactic anticoagulation for preterm premature rupture of membranes: a decision analysis.
The objective of this study was to determine the optimal modality for venous thromboembolism prophylaxis during hospitalization for preterm premature rupture of membranes using a decision analysis model. The investigators concluded that their results did not support the routine use of prophylactic anticoagulation in women admitted to the hospital for preterm premature rupture of membranes.
AHRQ-funded; HS000084.
Citation: Iroz CB, Dahl CM, Cassimatis IR .
Prophylactic anticoagulation for preterm premature rupture of membranes: a decision analysis.
Am J Obstet Gynecol MFM 2021 May;3(3):100311. doi: 10.1016/j.ajogmf.2021.100311..
Keywords: Blood Clots, Blood Thinners, Prevention, Decision Making, Pregnancy, Maternal Care, Inpatient Care, Women, Medication
Feng Y, Pai CW, Seiler K
Inappropriate prescription of direct oral anticoagulant starter packs.
This study looked at the rates of inappropriate prescription of direct oral anticoagulant starter packs using a retrospective analysis of national outpatient pharmacy claims from 2015 to 2018. Inappropriate prescription is defined as a prescription without a venous thromboembolism diagnosis within the prior 45 days or a prescription with a prior starter pack fill within the past 45 days. A total of 3711 prescriptions were identified, representing 3634 unique patients. Mean patient age was 62.8 years and 50.4% were females. There were 770 (20.7%) prescriptions defined as potentially inappropriate. Patients prescribed inappropriate fills were likely to be slightly older than patients with appropriate fills (64.7 vs 62.4 years). There was no significant difference in race or geographic location among the two groups.
AHRQ-funded; HS026874.
Citation: Feng Y, Pai CW, Seiler K .
Inappropriate prescription of direct oral anticoagulant starter packs.
Am J Med 2021 Mar;134(3):370-73.e1. doi: 10.1016/j.amjmed.2020.06.045..
Keywords: Blood Thinners, Medication, Blood Clots
Wang SV, Rogers JR, Jin Y
Stepped-wedge randomised trial to evaluate population health intervention designed to increase appropriate anticoagulation in patients with atrial fibrillation.
Clinical guidelines recommend anticoagulation for patients with atrial fibrillation (AF) at high risk of stroke; however, studies report 40% of this population is not anticoagulated. The purpose of this study was to evaluate a population health intervention to increase anticoagulation use in high-risk patients with AF. The investigators concluded that algorithms to identify underuse of anticoagulation among patients with AF in healthcare databases may not capture clinical subtleties or patient preferences and may overestimate the extent of undertreatment.
AHRQ-funded; HS022193.
Citation: Wang SV, Rogers JR, Jin Y .
Stepped-wedge randomised trial to evaluate population health intervention designed to increase appropriate anticoagulation in patients with atrial fibrillation.
BMJ Qual Saf 2019 Oct;28(10):835-42. doi: 10.1136/bmjqs-2019-009367..
Keywords: Blood Thinners, Heart Disease and Health, Cardiovascular Conditions, Medication, Health Information Technology (HIT), Decision Making, Electronic Health Records (EHRs), Practice Patterns, Healthcare Utilization
Mentias A, Briasoulis A, Shantha G
Impact of heart failure type on thromboembolic and bleeding risk in patients with atrial fibrillation on oral anticoagulation.
Differential impact of heart failure (HF) category on thromboembolic and bleeding risk in atrial fibrillation (AF) patients on oral anticoagulation (OAC) is unknown. In this study, the investigators used Medicare data for beneficiaries with new AF diagnosed between 2011 and 2013 to identify patients with HF with reduced ejection fraction (HFrEF), HF with preserved ejection fraction (HFpEF), and no HF. The investigators concluded that in AF patients, HFrEF and HFpEF are both associated with higher risk of ischemic stroke, HF and AMI admissions, even after adjusting for OAC use, compared with patients without HF.
AHRQ-funded; HS023104.
Citation: Mentias A, Briasoulis A, Shantha G .
Impact of heart failure type on thromboembolic and bleeding risk in patients with atrial fibrillation on oral anticoagulation.
Am J Cardiol 2019 May 15;123(10):1649-53. doi: 10.1016/j.amjcard.2019.02.027..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Blood Thinners, Medication, Adverse Drug Events (ADE), Adverse Events, Risk, Elderly, Patient-Centered Healthcare, Registries
Newgard CD, Lin A, Eckstrom E
Comorbidities, anticoagulants, and geriatric-specific physiology for the field triage of injured older adults.
In this study, the investigators evaluated the utility of comorbidities, anticoagulant use, and geriatric-specific physiologic measures to improve the sensitivity of the field triage guidelines for high-risk older adults in the out-of-hospital setting.
AHRQ-funded; HS023796.
Citation: Newgard CD, Lin A, Eckstrom E .
Comorbidities, anticoagulants, and geriatric-specific physiology for the field triage of injured older adults.
J Trauma Acute Care Surg 2019 May;86(5):829-37. doi: 10.1097/ta.0000000000002195
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Keywords: Elderly, Blood Thinners, Medication, Ambulatory Care and Surgery, Injuries and Wounds, Care Management