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) (1)
- Adverse Events (1)
- Antibiotics (1)
- Antimicrobial Stewardship (1)
- Blood Thinners (2)
- Burnout (1)
- Cardiovascular Conditions (1)
- Clinical Decision Support (CDS) (5)
- (-) Decision Making (8)
- Elderly (2)
- Electronic Health Records (EHRs) (2)
- Electronic Prescribing (E-Prescribing) (1)
- Health Information Technology (HIT) (4)
- Health Literacy (1)
- Heart Disease and Health (1)
- Hospitals (1)
- Medication (8)
- (-) Medication: Safety (8)
- Patient Safety (8)
- Quality Improvement (1)
- Quality of Care (2)
- Sepsis (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 8 of 8 Research Studies DisplayedGomez Lumbreras A, Reese TJ, Del Fiol G
Shared decision-making for drug-drug interactions: formative evaluation of an anticoagulant drug interaction.
This study evaluated a tool called DDInteract that was developed to enhance and support shared decision-making (SDM) between patients and physicians when both warfarin and NSAIDs are used concurrently. The study used case vignettes with physicians and patients on warfarin to conduct simulated virtual clinical encounters where they discussed the use of taking ibuprofen and warfarin concurrently and determined an appropriate therapeutic plan based on the patient’s individualized risk. Participants completed a postsession interview and SDM process survey, including the 9-item Shared Decision-Making Questionnaire (SDM-Q-9), tool usability and workload National Aeronautics and Space Administration (NASA) Task Load Index, Unified Theory of Acceptance and Use of Technology (UTAUT), Perceived Behavioral Control (PBC) scale, System Usability Scale (SUS), and Decision Conflict Scale (DCS). A total of 12 physician-patient dyads were used, with over 91% of the patients over 50 and 75% had been taking warfarin for over 2 years. Most participants rated DDInteract higher than usual care (UC) and would be willing to use the tool for an interaction involving warfarin and NSAIDs.
AHRQ-funded; HS027099.
Citation: Gomez Lumbreras A, Reese TJ, Del Fiol G .
Shared decision-making for drug-drug interactions: formative evaluation of an anticoagulant drug interaction.
JMIR Form Res 2022 Oct 19;6(10):e40018. doi: 10.2196/40018..
Keywords: Decision Making, Medication, Blood Thinners, Clinical Decision Support (CDS), Health Information Technology (HIT), Medication: Safety, Patient Safety
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
Tamma PD, Miller MA, Cosgrove SE
AHRQ Author: Miller MA
Recalibrating our approach to the management of sepsis: how the four moments of antibiotic decision-making can help.
In this paper, the authors describe The Four Moments of Antibiotic Decision Making. The Four Moments were conceived as part of the Agency for Healthcare Research and Quality (AHRQ) Safety Program for Improving Antibiotic Use. The Four Moments provide a pragmatic approach to the core principle of antibiotic stewardship – ensuring patients who require antibiotic therapy promptly receive regimens associated with clinical success, while protecting patients from potential harm associated with unnecessary exposure to antibiotics.
AHRQ-authored; AHRQ-funded; 233201500020I.
Citation: Tamma PD, Miller MA, Cosgrove SE .
Recalibrating our approach to the management of sepsis: how the four moments of antibiotic decision-making can help.
Ann Am Thorac Soc 2021 Feb;18(2):200-03. doi: 10.1513/AnnalsATS.202005-484IP..
Keywords: Sepsis, Antibiotics, Antimicrobial Stewardship, Medication, Decision Making, Medication: Safety, Patient Safety
Shah S, Gilson AM, Jacobson N
Understanding the factors influencing older adults' decision-making about their use of over-the-counter medications-a scenario-based approach.
The potential risks of over-the-counter (OTC) medications are often aggravated in vulnerable populations, such as older adults. The elevated patterns of older-adult OTC medication use do not necessarily translate into a greater understanding of these medications or their safety implications. The objective of this study was to assess how older adults' knowledge, beliefs, and attitudes informed their decision-making regarding OTC use.
AHRQ-funded; HS024490.
Citation: Shah S, Gilson AM, Jacobson N .
Understanding the factors influencing older adults' decision-making about their use of over-the-counter medications-a scenario-based approach.
Pharmacy 2020 Sep 18;8(3). doi: 10.3390/pharmacy8030175..
Keywords: Elderly, Decision Making, Medication, Medication: Safety, Patient Safety, Health Literacy
Co Z, Holmgren AJ, Classen DC
The tradeoffs between safety and alert fatigue: data from a national evaluation of hospital medication-related clinical decision support.
This study evaluated the overall performance of hospitals that used the Computerized Physician Order Entry Evaluation Tool in 2017 and 2018 and compared performances for fatal orders and nuisance orders each year. The authors evaluated 1599 hospitals that took the test by using their overall percentage scores along with the percentage of fatal orders appropriately alerted on and the percentage of nuisance orders incorrectly alerted on. Overall hospital scores improved from 58.1% in 2017 to 66.2% in 2018. Fatal order performance improved slightly from 78.8% to 83.0%, but there no very little change in nuisance order performance (89.0% to 89.7%). Conclusions were that perhaps hospitals are not targeting the deadliest orders first and some hospitals may be achieving higher scores by over-alerting. This has the potential to cause clinician burnout and even worsen patient safety.
AHRQ-funded; HS023696.
Citation: Co Z, Holmgren AJ, Classen DC .
The tradeoffs between safety and alert fatigue: data from a national evaluation of hospital medication-related clinical decision support.
J Am Med Inform Assoc 2020 Aug;27(8):1252-58. doi: 10.1093/jamia/ocaa098..
Keywords: Medication: Safety, Medication, Patient Safety, Clinical Decision Support (CDS), Decision Making, Burnout, Hospitals, Health Information Technology (HIT), Quality of Care
Holmgren AJ, Co Z, Newmark L
Assessing the safety of electronic health records: a national longitudinal study of medication-related decision support.
The authors tested how well EHRs prevented medication errors with the potential for patient harm. Data from a national, longitudinal sample of 1527 hospitals in the US from 2009-16 who took a safety performance assessment test using simulated medication orders was used. The authors found that hospital medication order safety performance improved over time. They conclude that intentional quality improvement efforts appear to be a critical part of high safety performance and may indicate the importance of a culture of safety.
AHRQ-funded; HS023696.
Citation: Holmgren AJ, Co Z, Newmark L .
Assessing the safety of electronic health records: a national longitudinal study of medication-related decision support.
BMJ Qual Saf 2020 Jan;29(1):52-59. doi: 10.1136/bmjqs-2019-009609..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Patient Safety, Medication, Electronic Prescribing (E-Prescribing), Medication: Safety, Clinical Decision Support (CDS), Decision Making
Blecker S, Austrian JS, Horwitz LI
Interrupting providers with clinical decision support to improve care for heart failure.
The goal of this study was to develop a clinical decision support (CDS) system to recommend an angiotenson converting enzyme (ACE) inhibitor during hospitalization so it could be promoted for continuation at discharge. Patients who were hospitalized with reduced ejection fraction were pseudo-randomized to deliver interruptive or non-interruptive CDS alerts to providers based on the patients’ even or odd medical record number. The utilization rate was higher for interruptive alert versus non-interruptive alert hospitalizations for a sample of 958. This resulted in improved quality of care for heart failure patients.
AHRQ-funded; HS023683.
Citation: Blecker S, Austrian JS, Horwitz LI .
Interrupting providers with clinical decision support to improve care for heart failure.
Int J Med Inform 2019 Nov;131:103956. doi: 10.1016/j.ijmedinf.2019.103956..
Keywords: Clinical Decision Support (CDS), Decision Making, Heart Disease and Health, Cardiovascular Conditions, Medication, Medication: Safety, Patient Safety, Quality Improvement, Quality of Care
Srinivas P, Campbell NL, Clark DO
Understanding older adults' medication decision making and behavior: a study on over-the-counter (OTC) anticholinergic medications.
The purpose of this study was to inform the design of future over the counter (OTC) medication safety interventions for older adults, this study investigated consumers' decision making and behavior related to OTC medication purchasing and use, with a focus on OTC anticholinergic medications. Drawing on study findings and behavioral theories, the model depicted dual processes for OTC medication decision making - habit-based and deliberation-based - as well as the antecedents and consequences of decision making.
AHRQ-funded; HS024384.
Citation: Srinivas P, Campbell NL, Clark DO .
Understanding older adults' medication decision making and behavior: a study on over-the-counter (OTC) anticholinergic medications.
Res Social Adm Pharm 2019 Jan;15(1):53-60. doi: 10.1016/j.sapharm.2018.03.002..
Keywords: Decision Making, Elderly, Medication, Medication: Safety, Patient Safety