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
Topics
- (-) Adverse Drug Events (ADE) (11)
- Adverse Events (6)
- Blood Thinners (1)
- Care Management (1)
- Clinical Decision Support (CDS) (1)
- Community-Based Practice (1)
- Elderly (2)
- Health Information Technology (HIT) (3)
- Kidney Disease and Health (1)
- Medicaid (1)
- Medical Errors (6)
- Medication (11)
- Medication: Safety (10)
- Patient Safety (8)
- Prevention (1)
- Provider (4)
- (-) Provider: Pharmacist (11)
- Risk (1)
- Telehealth (2)
- Transitions of Care (1)
- Transplantation (2)
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 11 of 11 Research Studies DisplayedKaufman BG, Holland DE, Vanderboom CE
Multicomponent pharmacist intervention did not reduce clinically important medication errors for ambulatory patients initiating direct oral anticoagulants.
The aim of this randomized controlled trial study was to evaluate the effectiveness of a multicomponent intervention for decreasing clinically important medication errors (CIMEs). The researchers included ambulatory patients beginning a DOAC or resuming one after a complication. The intervention included pharmacist evaluation and monitoring based on the implementation of a recently published checklist. The primary measure was anticoagulant-related CIMEs and non-anticoagulant-related CIMEs over 90 days from DOAC initiation. Primary variables included evaluation of the appropriateness of DOAC, need for DOAC affordability assistance, three pharmacist-initiated telephone consultations, access to a DOAC hotline, documented hand-off to the patient's continuity provider, and monitoring of follow-up laboratory tests. A total of 561 patients contributed 479 anticoagulant-CIMEs including 31 preventable and ameliorable ADEs and 448 significant anticoagulant medication errors without subsequent documented ADEs. The most common anticoagulant-related CIMEs were failure to perform required blood tests and concurrent, inappropriate usage of a DOAC with aspirin or NSAIDs despite pharmacist documentation systematically identifying these issues when present. There was no reduction in anticoagulant-related CIMEs among intervention patients or non-anticoagulant-related CIMEs.
AHRQ-funded; HS02592401.
Citation: Kaufman BG, Holland DE, Vanderboom CE .
Multicomponent pharmacist intervention did not reduce clinically important medication errors for ambulatory patients initiating direct oral anticoagulants.
J Gen Intern Med 2023 Dec; 38(16):3526-34. doi: 10.1007/s11606-023-08315-z..
Keywords: Provider: Pharmacist, Medication, Adverse Drug Events (ADE), Adverse Events, Medical Errors, Blood Thinners, Medication: Safety, Patient Safety
Gonzales HM, Fleming JN, Gebregziabher M
A critical analysis of the specific pharmacist interventions and risk assessments during the 12-month TRANSAFE Rx randomized controlled trial.
The objective of this study was to describe frequency and types of interventions made during a pharmacist-led, mobile health-based intervention of high-risk kidney transplant (KTX) recipients and to assess impact on patient risk levels. Primary pharmacist intervention types were medication reconciliation, patient education, and medication changes. The authors concluded that pharmacist-led mHealth may enhance opportunities for interventions and mitigate risk levels in KTX recipients.
AHRQ-funded; HS023754.
Citation: Gonzales HM, Fleming JN, Gebregziabher M .
A critical analysis of the specific pharmacist interventions and risk assessments during the 12-month TRANSAFE Rx randomized controlled trial.
Ann Pharmacother 2022 Jun; 56(6):685-90. doi: 10.1177/10600280211044792..
Keywords: Provider: Pharmacist, Medication: Safety, Medication, Risk, Transplantation, Kidney Disease and Health, Adverse Drug Events (ADE), Medical Errors, Patient Safety
De Oliveira GS, Castro-Alves LJ, Kendall MC
Effectiveness of pharmacist intervention to reduce medication errors and health-care resources utilization after transitions of care: a meta-analysis of randomized controlled trials.
The main objective of the current investigation was to examine the effectiveness of pharmacist-based transition-of-care interventions on the reduction of medication errors after hospital discharge. Findings showed that pharmacist transition-of-care intervention is an effective strategy to reduce medication errors after hospital discharge and also reduces subsequent emergency room visits.
AHRQ-funded; HS024158.
Citation: De Oliveira GS, Castro-Alves LJ, Kendall MC .
Effectiveness of pharmacist intervention to reduce medication errors and health-care resources utilization after transitions of care: a meta-analysis of randomized controlled trials.
J Patient Saf 2021 Aug 1;17(5):375-80. doi: 10.1097/pts.0000000000000283..
Keywords: Medication: Safety, Medication, Adverse Drug Events (ADE), Adverse Events, Medical Errors, Patient Safety, Provider: Pharmacist, Transitions of Care
Gonzales HM, Fleming JN, Gebregziabher M
Pharmacist-led mobile health intervention and transplant medication safety: a randomized controlled clinical trial.
The goal of this study was to examine the efficacy of improving medication safety through a pharmacist-led, mobile health-based intervention. In this single-center study of adult kidney recipients 6-36 months post-transplant, findings showed that participants receiving the intervention experienced a significant reduction in medication errors and a significantly lower incidence risk of Grade 3 or higher adverse events. The intervention arm also demonstrated significantly lower rates of hospitalizations.
AHRQ-funded; HS023754.
Citation: Gonzales HM, Fleming JN, Gebregziabher M .
Pharmacist-led mobile health intervention and transplant medication safety: a randomized controlled clinical trial.
Clin J Am Soc Nephrol 2021 May 8;16(5):776-84. doi: 10.2215/cjn.15911020..
Keywords: Medication: Safety, Medication, Patient Safety, Transplantation, Telehealth, Health Information Technology (HIT), Provider: Pharmacist, Provider, Medical Errors, Adverse Drug Events (ADE), Adverse Events
Gurwitz JH, Kapoor A, Garber L
Effect of a multifaceted clinical pharmacist intervention on medication safety after hospitalization in persons prescribed high-risk medications: a randomized clinical trial.
The purpose of this study was to determine whether a multifaceted clinical pharmacist intervention improves medication safety for patients who are discharged from the hospital and prescribed medications within 1 or more of these high-risk drug classes: anticoagulants, diabetes agents, and opioids. The randomized clinical trial was conducted at a large multidisciplinary group practice in Massachusetts and included patients 50 years or older. Findings showed that there was not an observed lower rate of adverse drug-related incidents or clinically important medication errors during the posthospitalization period that was associated with a clinical pharmacist intervention.
AHRQ-funded; HS023774.
Citation: Gurwitz JH, Kapoor A, Garber L .
Effect of a multifaceted clinical pharmacist intervention on medication safety after hospitalization in persons prescribed high-risk medications: a randomized clinical trial.
JAMA Intern Med 2021 May;181(5):610-18. doi: 10.1001/jamainternmed.2020.9285..
Keywords: Elderly, Medication: Safety, Medication, Patient Safety, Adverse Drug Events (ADE), Adverse Events, Provider: Pharmacist, Provider
Kane-Gill SL, Wong A, Culley CM
JA, et al. Transforming the medication regimen review process using telemedicine to prevent adverse events.
The objective of this study was to determine the impact of pharmacist-led telemedicine services on reducing high-risk medication adverse drug events (ADEs) for nursing home (NH) residents using medication reconciliation and prospective medication regimen reviews (MRRs) on admission plus ongoing clinical decision support alerts throughout the residents' stay. Studying residents in four NHs in Southwestern Pennsylvania, findings showed that the intervention group had a 92% lower incidence of alert-specific ADEs than usual care, and all-cause hospitalization was similar between groups, as were 30-day readmissions.
AHRQ-funded; HS02420.
Citation: Kane-Gill SL, Wong A, Culley CM .
JA, et al. Transforming the medication regimen review process using telemedicine to prevent adverse events.
J Am Geriatr Soc 2021 Feb;69(2):530-38. doi: 10.1111/jgs.16946..
Keywords: Medication: Safety, Medication, Adverse Drug Events (ADE), Adverse Events, Medical Errors, Patient Safety, Telehealth, Health Information Technology (HIT), Provider: Pharmacist, Provider, Clinical Decision Support (CDS), Prevention
Schiff GD, Klinger E, Salazar A
Screening for adverse drug events: a randomized trial of automated calls coupled with phone-based pharmacist counseling.
In this study, the investigators evaluated an automated telephone surveillance system coupled with transfer to a live pharmacist- to screen potentially drug-related symptoms after newly starting medications for four common primary care conditions: hypertension, diabetes, depression, and insomnia. Systematic automated telephone outreach monitoring coupled with real-time phone referral to a pharmacist identified a substantial number of previously unidentified potentially drug-related symptoms, many of which were validated as probably or possibly related to the drug by the pharmacist or their physicians.
AHRQ-funded; HS021094.
Citation: Schiff GD, Klinger E, Salazar A .
Screening for adverse drug events: a randomized trial of automated calls coupled with phone-based pharmacist counseling.
J Gen Intern Med 2019 Feb;34(2):285-92. doi: 10.1007/s11606-018-4672-7..
Keywords: Adverse Drug Events (ADE), Adverse Events, Medication, Medication: Safety, Health Information Technology (HIT), Provider: Pharmacist, Provider, Patient Safety
Chui MA, Stone JA, Holden RJ
Improving over-the-counter medication safety for older adults: a study protocol for a demonstration and dissemination study.
This study proposes to evaluate the effectiveness of the intervention for preventing misuse of high-risk OTC medications by older adults; and to evaluate the implementation of the intervention in community pharmacies. The primary outcome will be a comparison of proportion of older adults who misuse OTC medication from baseline to post-intervention.
AHRQ-funded; HS024490.
Citation: Chui MA, Stone JA, Holden RJ .
Improving over-the-counter medication safety for older adults: a study protocol for a demonstration and dissemination study.
Res Social Adm Pharm 2017 Sep - Oct;13(5):930-37. doi: 10.1016/j.sapharm.2016.11.006.
.
.
Keywords: Adverse Drug Events (ADE), Elderly, Medication: Safety, Medication, Provider: Pharmacist
Schroeder SR, Salomon MM, Galanter WL
Cognitive tests predict real-world errors: the relationship between drug name confusion rates in laboratory-based memory and perception tests and corresponding error rates in large pharmacy chains.
The researchers conducted a study to assess the association between error rates in laboratory-based tests of drug name memory and perception and real-world drug name confusion error rates. They found that across two distinct pharmacy chains, there is a strong and significant association between drug name confusion error rates observed in the real world and those observed in laboratory-based tests of memory and perception.
AHRQ-funded; HS021093.
Citation: Schroeder SR, Salomon MM, Galanter WL .
Cognitive tests predict real-world errors: the relationship between drug name confusion rates in laboratory-based memory and perception tests and corresponding error rates in large pharmacy chains.
BMJ Qual Saf 2017 May;26(5):395-407. doi: 10.1136/bmjqs-2015-005099.
.
.
Keywords: Adverse Drug Events (ADE), Medical Errors, Medication: Safety, Medication, Provider: Pharmacist
Kennelty KA, Witry MJ, Gehring M
A four-phase approach for systematically collecting data and measuring medication discrepancies when patients transition between health care settings.
This article proposes a four-phase approach for systematically collecting medication data and measuring medication discrepancies between a hospital and community pharmacies. Using this phase-based approach, the study team successfully identified and reported medication discrepancies between a hospital and community pharmacies at the patient, medication, and community pharmacy units of analyses.
AHRQ-funded; HS021984.
Citation: Kennelty KA, Witry MJ, Gehring M .
A four-phase approach for systematically collecting data and measuring medication discrepancies when patients transition between health care settings.
Res Social Adm Pharm 2016 Jul-Aug;12(4):548-58. doi: 10.1016/j.sapharm.2015.09.001..
Keywords: Medication, Medication: Safety, Adverse Drug Events (ADE), Patient Safety, Provider: Pharmacist
Snyder ME, Frail CK, Jaynes H
Predictors of medication-related problems among Medicaid patients participating in a pharmacist-provided telephonic medication therapy management program.
The objective of this study was to identify predictors of medication-related problems (MRPs) among Medicaid patients participating in a telephonic medication therapy management (MTM) program. The analysis of study results supports the relative importance of number of medications as a predictor of MRPs in the Medicaid population and identifies other predictors.
AHRQ-funded; HS022119.
Citation: Snyder ME, Frail CK, Jaynes H .
Predictors of medication-related problems among Medicaid patients participating in a pharmacist-provided telephonic medication therapy management program.
Pharmacotherapy 2014 Oct;34(10):1022-32. doi: 10.1002/phar.1462..
Keywords: Adverse Drug Events (ADE), Care Management, Community-Based Practice, Medicaid, Medication, Provider: Pharmacist