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
- Adverse Drug Events (ADE) (186)
- (-) Adverse Events (741)
- Ambulatory Care and Surgery (18)
- Antibiotics (16)
- Antimicrobial Stewardship (6)
- Anxiety (1)
- Arthritis (1)
- Back Health and Pain (3)
- Behavioral Health (11)
- Blood Clots (22)
- Blood Pressure (3)
- Blood Thinners (23)
- Brain Injury (5)
- Burnout (2)
- Cancer (31)
- Cancer: Breast Cancer (7)
- Cancer: Colorectal Cancer (4)
- Cancer: Lung Cancer (2)
- Cancer: Ovarian Cancer (1)
- Cancer: Prostate Cancer (5)
- Cardiovascular Conditions (64)
- Care Coordination (2)
- Caregiving (4)
- Care Management (4)
- Case Study (2)
- Catheter-Associated Urinary Tract Infection (CAUTI) (8)
- Central Line-Associated Bloodstream Infections (CLABSI) (5)
- Children/Adolescents (89)
- Chronic Conditions (15)
- Clinical Decision Support (CDS) (16)
- Clinician-Patient Communication (11)
- Clostridium difficile Infections (3)
- Colonoscopy (5)
- Communication (29)
- Community-Acquired Infections (1)
- Comparative Effectiveness (21)
- Complementary and Alternative Medicine (1)
- Comprehensive Unit-based Safety Program (CUSP) (1)
- COVID-19 (7)
- Critical Care (24)
- Cultural Competence (1)
- Data (12)
- Dementia (2)
- Dental and Oral Health (5)
- Depression (6)
- Diabetes (6)
- Diagnostic Safety and Quality (45)
- Dialysis (4)
- Digestive Disease and Health (13)
- Disabilities (1)
- Disparities (7)
- Education: Continuing Medical Education (5)
- Education: Patient and Caregiver (5)
- Elderly (54)
- Electronic Health Records (EHRs) (41)
- Electronic Prescribing (E-Prescribing) (5)
- Emergency Department (26)
- Evidence-Based Practice (25)
- Eye Disease and Health (4)
- Falls (23)
- Family Health and History (2)
- Genetics (1)
- Guidelines (12)
- Healthcare-Associated Infections (HAIs) (76)
- Healthcare Cost and Utilization Project (HCUP) (35)
- Healthcare Costs (16)
- Healthcare Delivery (10)
- Healthcare Utilization (4)
- Health Information Technology (HIT) (87)
- Health Insurance (2)
- Health Literacy (4)
- Health Promotion (1)
- Health Services Research (HSR) (2)
- Health Status (1)
- Heart Disease and Health (38)
- Hepatitis (1)
- Hospital Discharge (16)
- Hospitalization (35)
- Hospital Readmissions (31)
- Hospitals (68)
- Imaging (7)
- Implementation (4)
- Infectious Diseases (9)
- Injuries and Wounds (52)
- Inpatient Care (26)
- Intensive Care Unit (ICU) (36)
- Kidney Disease and Health (27)
- Labor and Delivery (17)
- Long-Term Care (8)
- Low-Income (1)
- Maternal Care (9)
- Medicaid (2)
- Medical Devices (14)
- Medical Errors (142)
- Medical Liability (13)
- Medicare (8)
- Medication (187)
- Medication: Safety (92)
- Men's Health (1)
- Methicillin-Resistant Staphylococcus aureus (MRSA) (1)
- Mortality (34)
- Neonatal Intensive Care Unit (NICU) (4)
- Neurological Disorders (13)
- Newborns/Infants (28)
- Nursing (5)
- Nursing Homes (13)
- Obesity (15)
- Obesity: Weight Management (5)
- Opioids (15)
- Organizational Change (2)
- Orthopedics (10)
- Outcomes (71)
- Pain (3)
- Patient-Centered Healthcare (9)
- Patient-Centered Outcomes Research (60)
- Patient Adherence/Compliance (3)
- Patient and Family Engagement (7)
- Patient Experience (2)
- Patient Safety (414)
- Patient Self-Management (1)
- Payment (3)
- Pneumonia (7)
- Policy (5)
- Practice Patterns (14)
- Pregnancy (22)
- Prevention (44)
- Primary Care (4)
- Provider (11)
- Provider: Clinician (1)
- Provider: Health Personnel (1)
- Provider: Nurse (3)
- Provider: Pharmacist (6)
- Provider: Physician (10)
- Provider Performance (7)
- Public Health (4)
- Public Reporting (5)
- Quality Improvement (41)
- Quality Indicators (QIs) (14)
- Quality Measures (6)
- Quality of Care (55)
- Quality of Life (4)
- Racial and Ethnic Minorities (8)
- Registries (17)
- Research Methodologies (4)
- Respiratory Conditions (18)
- Risk (140)
- Rural Health (1)
- Screening (2)
- Sepsis (6)
- Sex Factors (2)
- Sexual Health (1)
- Shared Decision Making (14)
- Simulation (1)
- Skin Conditions (3)
- Sleep Problems (1)
- Social Determinants of Health (3)
- Social Media (1)
- Stress (3)
- Stroke (6)
- Substance Abuse (6)
- Surgery (227)
- Surveys on Patient Safety Culture (3)
- System Design (1)
- Teams (10)
- TeamSTEPPS (3)
- Telehealth (5)
- Tobacco Use (2)
- Tools & Toolkits (5)
- Training (6)
- Transitions of Care (9)
- Transplantation (10)
- Trauma (2)
- Treatments (9)
- Uninsured (1)
- Urban Health (1)
- Urinary Tract Infection (UTI) (8)
- Vaccination (7)
- Vulnerable Populations (1)
- Web-Based (1)
- Women (21)
- Workflow (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 25 of 741 Research Studies DisplayedIantorno SE, Scaife JH, Bryce JR
Emergency department utilization for pediatric gastrostomy tubes across the United States.
This study investigated the number and nature of emergency department (ED) visits to community hospitals for pediatric gastrostomy tube complication. The authors used the 2019 Nationwide Emergency Department Sample to perform a retrospective cross-sectional analysis of pediatric patients (<18 y) with a primary diagnosis of gastrostomy tube complication. Their primary outcome was a potentially preventable ED visit, defined as an encounter that did not result in any imaging, procedures, or an inpatient admission. They observed 32,036 ED visits at 535 hospitals and 15,165 (47.3%) were potentially preventable. Median age was 2 years, and 17,707 (55%) were male. Compared to White patients, patients with higher odds of potentially preventable visits were Black and Hispanic. Patients with residential zip codes in the first, second, and third median household income quartiles had higher odds of potentially preventable visits compared to the highest.
AHRQ-funded; HS025776.
Citation: Iantorno SE, Scaife JH, Bryce JR .
Emergency department utilization for pediatric gastrostomy tubes across the United States.
J Surg Res 2024 Mar; 295:820-26. doi: 10.1016/j.jss.2023.11.028.
Keywords: Healthcare Cost and Utilization Project (HCUP), Children/Adolescents, Emergency Department, Healthcare Utilization, Surgery, Adverse Events
Auerbach AD, Lee TM, Hubbard CC
Diagnostic errors in hospitalized adults who died or were transferred to intensive care.
The objective of this retrospective cohort study was to determine the prevalence, underlying causes, and harms of diagnostic errors in hospitalized adults who were transferred to an intensive care unit or who died. Data was taken from 29 academic medical centers in the U.S. in a random sample of adults hospitalized with general medical conditions. Errors were found to have contributed to temporary harm, permanent harm, or death in nearly 18% of patients; among patients who died, diagnostic error was judged to have contributed to death in 6.6% of cases. The researchers noted that problems with choosing and interpreting tests and the processes involved with clinician assessment were a high priority for improvement efforts.
AHRQ-funded; HS027369.
Citation: Auerbach AD, Lee TM, Hubbard CC .
Diagnostic errors in hospitalized adults who died or were transferred to intensive care.
JAMA Intern Med 2024 Feb; 184(2):164-73. doi: 10.1001/jamainternmed.2023.7347..
Keywords: Diagnostic Safety and Quality, Medical Errors, Hospitals, Inpatient Care, Quality of Care, Patient Safety, Adverse Events
Dalal AK, Schnipper JL, Raffel K
Identifying and classifying diagnostic errors in acute care across hospitals: early lessons from the Utility of Predictive Systems in Diagnostic Errors (UPSIDE) study.
This paper describes the Utility of Predictive Systems in Diagnostic Errors (UPSIDE) study, whose aim was to define the prevalence and underlying causes of diagnostic errors (DEs) in patients who die in the hospital or are transferred to the intensive care unit (ICU) after the first 48 hours. This study was conducted at 31 hospitals with more than 2500 cases reviewed using electronic health records. The authors identified some insights into key requirements into building a robust DE surveillance program by developing these steps: 1) Develop a shared understanding of what constitutes a diagnostic error; 2) Use validated tools to identify diagnostic errors and classify process failures, but respect your context; 3) Develop a standard approach to using electronic health records for case reviews; 4) Ensure reliability and consistency of the case review process; and 5) Link diagnostic error case reviews to institutional safety programs. They also developed steps to establish a diagnosis error review process at the hospital level with six processes.
AHRQ-funded; HS027369; HS026613.
Citation: Dalal AK, Schnipper JL, Raffel K .
Identifying and classifying diagnostic errors in acute care across hospitals: early lessons from the Utility of Predictive Systems in Diagnostic Errors (UPSIDE) study.
J Hosp Med 2024 Feb; 19(2):140-45. doi: 10.1002/jhm.13136..
Keywords: Diagnostic Safety and Quality, Medical Errors, Adverse Events, Patient Safety, Quality of Care, Hospitals
Loi MV, Lee JH, Huh JW
Ketamine use in the intubation of critically ill children with neurological indications: a multicenter retrospective analysis.
This study examined use of ketamine in children undergoing tubal intubation (TI) for a primary neurological indication. The authors conducted a retrospective observational cohort study of critically ill children undergoing TI for neurological indications in 53 international pediatric intensive care units and emergency departments. They screened all intubations from 2014 to 2020 entered into the multicenter National Emergency Airway Registry for Children (NEAR4KIDS) registry database. Of 21,562 TIs, 2,073 were performed for a primary neurological indication, including 190 for traumatic brain injury/trauma. Patients received ketamine in 495 TIs (23.9%), which increased from 10% in 2014 to 41% in 2020. Criteria for ketamine use includes a coindication of respiratory failure, difficult airway history, and use of vagolytic agents, apneic oxygenation, and video laryngoscopy. Composite adverse outcomes were reported in 289 (13.9%) TIs and were more common in the ketamine group (17.0% vs. 13.0%). After adjusting for location, patient age and co-diagnoses, the presence of respiratory failure and shock, difficult airway history, provider demographics, intubating device, and the use of apneic oxygenation, vagolytic agents, and neuromuscular blockade, ketamine use was not significantly associated with increased composite adverse outcomes. This paucity of association remained even when only neurotrauma intubations were considered (10.6% vs. 7.7%).
AHRQ-funded; HS022464, HS024511.
Citation: Loi MV, Lee JH, Huh JW .
Ketamine use in the intubation of critically ill children with neurological indications: a multicenter retrospective analysis.
Neurocrit Care 2024 Feb; 40(1):205-14. doi: 10.1007/s12028-023-01734-0.
Keywords: Children/Adolescents, Critical Care, Adverse Drug Events (ADE), Adverse Events, Patient Safety
Hendren S, Ameling J, Rocker C
Validation of measures for perioperative urinary catheter use, urinary retention, and urinary catheter-related trauma in surgical patients.
This article described a retrospective cohort study to analyze the effects of non-infectious urinary catheter-related complications, such as measurements of indwelling urinary catheter overuse, catheter-related trauma, and urinary retention. Participants were 200 patients who were undergoing general surgery operations; 65% had an indwelling urinary catheter placed at the time of surgery, 16% had urinary retention, and 6% had urinary trauma. The authors concluded that this study suggests a persistent high rate of catheter use, significant rates of urinary retention and trauma, and variation in the management of retention.
AHRQ-funded; HS026912.
Citation: Hendren S, Ameling J, Rocker C .
Validation of measures for perioperative urinary catheter use, urinary retention, and urinary catheter-related trauma in surgical patients.
Am J Surg 2024 Feb; 228:199-205. doi: 10.1016/j.amjsurg.2023.09.027.
Keywords: Surgery, Adverse Events, Patient Safety
Newman-Toker DE, Nassery N, Schaffer AC
Burden of serious harms from diagnostic error in the USA.
Americans who experience serious harm from misdiagnosis annually. Serious harm is defined as permanent morbidity or morality. This cross-sectional analysis used nationally representative observational data. The authors estimated annual incident vascular events and infections from 21.5 million (M) sampled US hospital discharges (2012-2014). US-based cancer registries were used to find annual new cancers. They derived diagnostic errors and serious harms by multiplying by literature-based rates for disease-specific incidences for 15 major vascular events, infections and cancers ('Big Three' categories). Extrapolating to all diseases (including non-'Big Three' dangerous disease categories), they estimated total serious harms annually in the USA to be 795,000 (plausible range 598,000-1,023,000). Using more conservative assumptions they estimated 549,000 serious harms. These results were compatible with setting-specific serious harm estimates from inpatient, emergency department and ambulatory care. Fifteen dangerous diseases accounted for 50.7% of total serious harms and the top 5 (stroke, sepsis, pneumonia, venous thromboembolism and lung cancer) accounted for 38.7%.
AHRQ-funded; HS027614; HS029350.
Citation: Newman-Toker DE, Nassery N, Schaffer AC .
Burden of serious harms from diagnostic error in the USA.
BMJ Qual Saf 2024 Jan 19; 33(2):109-20. doi: 10.1136/bmjqs-2021-014130..
Keywords: Healthcare Cost and Utilization Project (HCUP), Diagnostic Safety and Quality, Medical Errors, Patient Safety, Quality of Care, Adverse Events
Carroll AR, Johnson JA, Stassun JC
Health literacy-informed communication to reduce discharge medication errors in hospitalized children: a randomized clinical trial.
This study’s objective was to test a health literacy-informed communication intervention to decrease liquid medication dosing errors compared with standard counseling in hospitalized children. This parallel, randomized clinical trial was conducted from June 22, 2021, to August 20, 2022, at a tertiary care, US children's hospital. English- and Spanish-speaking caregivers of hospitalized children 6 years or younger prescribed a new, scheduled liquid medication at discharge were included in the analysis. Observed dosing errors were the main outcome measured, and secondary outcomes included caregiver-reported medication knowledge. Among 198 randomized caregivers (mean age 31.4 years; 186 women [93.9%]; 36 [18.2%] Hispanic or Latino and 158 [79.8%] White), the primary outcome was available for 151 (76.3%). The observed mean (SD) percentage dosing error was 1.0% (2.2 percentage points) among the intervention group and 3.3% (5.1 percentage points) among the standard counseling group (absolute difference, 2.3 percentage points). Twenty-four of 79 caregivers in the intervention group (30.4%) measured an incorrect dose compared with 39 of 72 (54.2%) in the standard counseling group. The intervention enhanced caregiver-reported medication knowledge compared with the standard counseling group for medication dose (71 of 76 [93.4%] vs 55 of 69 [79.7%]), duration of administration (65 of 76 [85.5%] vs 49 of 69 [71.0%], and correct reporting of 2 or more medication adverse effects (60 of 76 [78.9%] vs 13 of 69 [18.8%]).
AHRQ-funded; HS026122.
Citation: Carroll AR, Johnson JA, Stassun JC .
Health literacy-informed communication to reduce discharge medication errors in hospitalized children: a randomized clinical trial.
JAMA Netw Open 2024 Jan 2; 7(1):e2350969. doi: 10.1001/jamanetworkopen.2023.50969..
Keywords: Children/Adolescents, Health Literacy, Communication, Medication, Adverse Drug Events (ADE), Adverse Events, Medical Errors, Clinician-Patient Communication, Hospital Discharge, Medication: Safety
Cohen TN, Berdahl CT, Coleman BL
Medication safety event reporting: Factors that contribute to safety events during times of organizational stress.
This study’s objective was to understand the insights conveyed in hospital incident reports about how work system factors affected medication safety during a coronavirus disease-2019 (COVID-19) surge. The authors randomly selected 100 medication safety incident reports from an academic medical center (December 2020 to January 2021), identified near misses and errors, and classified contributing work system factors using the Human Factors Analysis and Classification System-Healthcare. Results showed that among 35 near misses/errors, incident reports described contributing factors (mean 1.3/report) involving skill-based errors (n = 20), communication (n = 8), and tools/technology (n = 4). Seven of these events were linked to COVID-19.
AHRQ-funded; HS027455.
Citation: Cohen TN, Berdahl CT, Coleman BL .
Medication safety event reporting: Factors that contribute to safety events during times of organizational stress.
J Nurs Care Qual 2024 Jan-Mar; 39(1):51-57. doi: 10.1097/ncq.0000000000000720..
Keywords: Medication: Safety, Medication, Patient Safety, COVID-19, Adverse Drug Events (ADE), Adverse Events, Medical Errors
Kyler KE, Hall M, Antoon JW
Major drug-drug interaction exposure among Medicaid-insured children in the outpatient setting.
This study’s objective was to determine the prevalence of major drug-drug interactions (DDI) exposure and factors associated with higher DDI exposure rates among children in an outpatient setting. The authors performed a cross-sectional study of children aged 0 to 18 years with ≥1 ambulatory encounter, and ≥2 dispensed outpatient prescriptions using the 2019 Marketscan Medicaid database. Primary outcomes were the prevalence and rate of major DDI exposure. Out of 781,019 children with ≥2 medication exposures, 21.4% experienced ≥1 major DDI exposure. The odds of exposure increased with age and with medical and mental health complexity. Frequently mentioned drugs included Clonidine, psychiatric medications, and asthma medications. The highest adverse physiologic effect exposure rate per 100 children included: increased drug concentrations (14.6), central nervous system depression (13.6), and heart rate-corrected QT interval prolongation (9.9).
AHRQ-funded; HS028979.
Citation: Kyler KE, Hall M, Antoon JW .
Major drug-drug interaction exposure among Medicaid-insured children in the outpatient setting.
Pediatrics 2024 Jan; 153(2):e2023063506. doi: 10.1542/peds.2023-063506.
Keywords: Children/Adolescents, Adverse Drug Events (ADE), Adverse Events, Medicaid, Medication: Safety
Kaufman 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
Boxley C, Fujimoto M, Ratwani RM
A text mining approach to categorize patient safety event reports by medication error type.
This study examined whether natural language processing can be used to better categorize medication related patient safety event reports. A total of 3,861 medication related patient safety event reports that were previously annotated using a consolidated medication error taxonomy were used to develop three models using the following algorithms: (1) logistic regression, (2) elastic net, and (3) XGBoost. The models were tested and performance was analyzed. The authors found the XGBoost model performed best across all medication error categories. 'Wrong Drug', 'Wrong Dosage Form or Technique or Route', and 'Improper Dose/Dose Omission' categories performed best across the three models. In addition, they identified five words most closely associated with each medication error category and which medication error categories were most likely to co-occur.
AHRQ-funded; HS026481.
Citation: Boxley C, Fujimoto M, Ratwani RM .
A text mining approach to categorize patient safety event reports by medication error type.
Sci Rep 2023 Oct 26; 13(1):18354. doi: 10.1038/s41598-023-45152-w..
Keywords: Health Information Technology (HIT), Patient Safety, Medication, Medication: Safety, Adverse Drug Events (ADE), Adverse Events
Berdahl CT, Henreid AJ, Cohen TN
Comparing the Safety Action Feedback and Engagement (SAFE) Loop with an established incident reporting system: Study protocol for a pragmatic cluster randomized controlled trial.
This paper describes the study protocol that will be used for a randomized controlled trial of the Safety Action Feedback and Engagement (SAFE) Loop, an intervention designed to transform hospital incident reporting systems into effective tools for improving patient safety. There are six key attributes to the SAFE Loop: obtaining nurses' input about which safety problems to prioritize on their unit; focusing on learning about selected high-priority events; training nurses to write more informative event reports; prompting nurses to report high-priority events; integrating information about events from multiple sources; and providing feedback to nurses on findings and mitigation plans. The study will be conducted at 20 randomized nursing units at a large academic/community hospital in Los Angeles and will focus on medication errors. The investigators will look for the following outcomes: (1) incident reporting practices (rates of high-priority reports, contributing factors described in reports), (2) nurses' attitudes toward incident reporting, and (3) rates of high-priority events. They will use quantitative analysis to compare changes in outcomes pre- and post-implementation between the intervention and control nursing units, and qualitative analyses to explore nurses' experiences with implementation.
AHRQ-funded; HS027455.
Citation: Berdahl CT, Henreid AJ, Cohen TN .
Comparing the Safety Action Feedback and Engagement (SAFE) Loop with an established incident reporting system: Study protocol for a pragmatic cluster randomized controlled trial.
Contemp Clin Trials Commun 2023 Oct; 35:101192. doi: 10.1016/j.conctc.2023.101192..
Keywords: Patient Safety, Adverse Events, Medical Errors
Gómez-Lumbreras A, Boyce RD, Villa-Zapata L
Drugs that interact with colchicine via inhibition of cytochrome P450 3A4 and P-glycoprotein: a signal detection analysis using a database of spontaneously reported adverse events (FAERS).
The objective of this study was to examine clinical outcomes associated with colchicine drug interactions. Researchers conducted a disproportionality analysis using the spontaneous reports of the FDA Adverse Event Reporting System (FAERS). The study’s results identified numerous safety signals for colchicine and CYP3A4/P-gp inhibitor drugs. The authors concluded that avoiding interactions or monitoring for toxicity in patients when co-prescribing colchicine and these agents is highly recommended.
AHRQ-funded; HS025984.
Citation: Gómez-Lumbreras A, Boyce RD, Villa-Zapata L .
Drugs that interact with colchicine via inhibition of cytochrome P450 3A4 and P-glycoprotein: a signal detection analysis using a database of spontaneously reported adverse events (FAERS).
Ann Pharmacother 2023 Oct; 57(10):1137-46. doi: 10.1177/10600280221148031..
Keywords: Medication, Adverse Drug Events (ADE), Adverse Events, Patient Safety
Dekeyser GJ, Martin BI, Marchand LS
Geriatric distal femur fractures treated with distal femoral replacement are associated with higher rates of readmissions and complications.
The objective of this study was to compare mortality and complications of distal femur fracture repair among elderly patients who received operative fixation versus distal femur replacement (DFR). Participants were Medicare beneficiaries aged 65 and older with distal femur fracture who were identified using Center for Medicare & Medicaid Services data. Most of the patients received operative fixation surgery. Results indicated that DFR was associated with significantly greater rates of infection, device-related complication, pulmonary embolism, deep vein thrombosis, costs, and readmission.
AHRQ-funded; HS024714.
Citation: Dekeyser GJ, Martin BI, Marchand LS .
Geriatric distal femur fractures treated with distal femoral replacement are associated with higher rates of readmissions and complications.
J Orthop Trauma 2023 Oct; 37(10):485-91. doi: 10.1097/bot.0000000000002638..
Keywords: Elderly, Injuries and Wounds, Hospital Readmissions, Adverse Events
Herzig SJ, Anderson TS, Urman RD
Risk factors for opioid-related adverse drug events among older adults after hospitalization for major orthopedic procedures.
The purpose of this retrospective cohort study was to identify risk factors for opioid-related adverse drug events (ORADEs) after hospital discharge following orthopedic procedures. The participants of this study included a national sample of Medicare beneficiaries who underwent major orthopedic surgery during hospitalization in 2016 and had an opioid prescription filled within 2 days of discharge. The study found that among 30,514 hospitalizations with a major orthopedic procedure and an opioid claim, a potential ORADE requiring hospital revisit occurred in 2.5%. After adjustment for patient characteristics, prior opioid use, co-prescribed sedating medications, and opioid prescription characteristics were not related with ORADEs. Independent risk factors did include age of 80 years or older, female sex, and clinical conditions, including heart failure, respiratory illness, kidney disease, dementia/delirium, anxiety disorder, and musculoskeletal/nervous system injuries.
AHRQ-funded; HS026215.
Citation: Herzig SJ, Anderson TS, Urman RD .
Risk factors for opioid-related adverse drug events among older adults after hospitalization for major orthopedic procedures.
J Patient Saf 2023 Oct 1; 19(6):379-85. doi: 10.1097/pts.0000000000001144..
Keywords: Elderly, Opioids, Adverse Drug Events (ADE), Adverse Events, Hospitalization, Orthopedics, Surgery, Medication, Risk, Medication: Safety, Patient Safety
Langlieb ME, Sharma P, Hocevar M
The additional cost of perioperative medication errors.
The aim of this study was to calculate the additional annual cost to the U.S. healthcare system attributable to preventable medication errors (MEs) in the operating room. The ME types were grouped into 13 categories by their related harm (or potential harm), and researchers calculated the incidence of operations involving each ME category: 1) delayed or missed required perioperative antibiotic; 2) prolonged hemodynamic swings; 3) untreated postoperative pain; 4) residual neuromuscular blockade; 5) oxygen saturation <90% due to ME; 6) delayed emergence; 7) untreated new onset intraoperative cardiac arrhythmia; 8) medication documentation errors; 9) syringe swaps; 10) presumed hypotension with inability to obtain a blood pressure reading; 11) potential for bacterial contamination due to expired medication syringes; 12) untreated bradycardia <40 beats/min; and 13) other. Through a PubMed search, the researchers established the possibility that the ME category would cause downstream patient harm such as surgical site infection or acute kidney injury, and the additional fully allocated cost of care for each potential downstream patient harm event. The cost of the MEs across the U.S. healthcare system was then calculated by scaling the number of MEs to the total number of annual operations in the United States. The total additional fully allocated annual cost of care due to perioperative MEs was estimated to be $5.33 billion U.S. dollars.
AHRQ-funded; HS024764.
Citation: Langlieb ME, Sharma P, Hocevar M .
The additional cost of perioperative medication errors.
J Patient Saf 2023 Oct 1; 19(6):375-78. doi: 10.1097/pts.0000000000001136..
Keywords: Medication: Safety, Medication, Medical Errors, Adverse Drug Events (ADE), Adverse Events, Surgery, Patient Safety
Movahedi F, Kanwar MK, Antaki JF
Timelines of adverse event journeys of LVAD patients.
The objective of this study was to investigate the timelines of adverse events (AEs) in the INTERMACS database to obtain insights into the "AE journeys" of left ventricular assist device (LVAD) patients. The characteristics of the timelines were investigated via six descriptive research questions. The analysis revealed time-related characteristics and patterns of the AE journey after LVAD, including the most common time of occurrences, duration, and time intervals between AEs. The authors concluded that the INTERMACS Event dataset is a valuable resource for research about the timeline of AE journeys of LVAD patients and noted that future studies should consider the time-related characteristics of the dataset to choose an appropriate scope of time and time granularity.
AHRQ-funded; HS027784.
Citation: Movahedi F, Kanwar MK, Antaki JF .
Timelines of adverse event journeys of LVAD patients.
Artif Organs 2023 Oct; 47(10):1604-12. doi: 10.1111/aor.14596..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Adverse Events, Medical Devices
Kalenderian E, Bangar S, Yansane A
Identifying contributing factors associated with dental adverse events through a pragmatic electronic health record-based root cause analysis.
This study’s objective was to analyze harmful dental adverse events (AEs) to assess potential contributing factors. Harmful AEs were defined as those that resulted in temporary moderate to severe harm, required hospitalization, or resulted in permanent moderate to severe harm. The authors classified potential contributing factors according to (1) who was involved (person), (2) what were they doing (tasks), (3) what tools/technologies were they using (tools/technologies), (4) where did the event take place (environment), (5) what organizational conditions contributed to the event? (organization), (6) patient (including parents), and (7) professional-professional collaboration. A second review was conducted by a blinded panel of dental experts to confirm the presence of an AE. A total of 59 cases at 2 dental institutions had 1 or more harmful AEs. The most common harmful AE was pain (27.1%) followed by nerve injury (16.9%), hard tissue injury (15.2%), and soft tissue injury (15.2%). The most common contribution factor was the care provider (training, supervision, and fatigue at 31.5%) followed by patient ((noncompliance, unsafe practices at home, low health literacy, 17.1%), and professional-professional collaboration (15.3%).
AHRQ-funded; HS027268.
Citation: Kalenderian E, Bangar S, Yansane A .
Identifying contributing factors associated with dental adverse events through a pragmatic electronic health record-based root cause analysis.
J Patient Saf 2023 Aug 1; 19(5):305-12. doi: 10.1097/pts.0000000000001122..
Keywords: Dental and Oral Health, Adverse Events, Electronic Health Records (EHRs), Health Information Technology (HIT), Medical Errors, Patient Safety
Liberman AL, Wang Z, Zhu Y
Optimizing measurement of misdiagnosis-related harms using Symptom-Disease Pair Analysis of Diagnostic Error (SPADE): comparison groups to maximize SPADE validity.
The purpose of this paper was to clarify features of the Symptom-Disease Pair Analysis of Diagnostic Error (SPADE) approach to accurately measure diagnostic errors to assure that researchers utilize this method to yield valid results, as well as improve the validity of SPADE and related approaches to quantify diagnostic error in medicine. The researchers describe four types of comparators (intra-group and inter-group), detailing the reason for selecting one over the other and conclusions that can be drawn from these comparative analyses.
AHRQ-funded; HS027614.
Citation: Liberman AL, Wang Z, Zhu Y .
Optimizing measurement of misdiagnosis-related harms using Symptom-Disease Pair Analysis of Diagnostic Error (SPADE): comparison groups to maximize SPADE validity.
Diagnosis 2023 Aug 1; 10(3):225-34. doi: 10.1515/dx-2022-0130..
Keywords: Diagnostic Safety and Quality, Medical Errors, Adverse Events, Electronic Health Records (EHRs), Health Information Technology (HIT), Patient Safety
Giuliano J, Krishna A, Napolitano N
Implementation of video laryngoscope-assisted coaching reduces adverse tracheal intubation-associated events in the PICU.
The purpose of this study was to assess the implementation of a video laryngoscope (VL) as a coaching device to decrease adverse tracheal intubation associated events (TIAEs). Between 2016 and 2020 the researchers implemented VLs as coaching devices with standardized coaching language. Laryngoscopists were encouraged to perform direct laryngoscopy with video images only available in real-time for experienced supervising clinician-coaches. The study found that a VL was used in 71% of 5,060 tracheal intubations. VL utilization increased from a baseline of 29.7% to an implementation phase level of 89.4%. VL utilization was related with lower TIAEs compared with standard laryngoscope (SL). VL utilization was related with lower severe TIAE rate, but not related with a reduction in severe hypoxemia. VL utilization was related with greater first attempt success. In the primary analysis after adjusting for site clustering, VL utilization was related with lower adverse TIAEs. In secondary analyses, VL utilization was not significantly related with severe TIAEs, severe hypoxemia, or first attempt success. After additional controlling for patient and provider characteristics, VL utilization was independently related with a lower TIAE rate.
AHRQ-funded; HS024511.
Citation: Giuliano J, Krishna A, Napolitano N .
Implementation of video laryngoscope-assisted coaching reduces adverse tracheal intubation-associated events in the PICU.
Crit Care Med 2023 Jul; 51(7):936-47. doi: 10.1097/ccm.0000000000005847..
Keywords: Children/Adolescents, Intensive Care Unit (ICU), Adverse Events, Patient Safety
Lenz KB, Nishisaki A, Lindell RB
Peri-intubation adverse events in the critically ill child after hematopoietic cell transplant.
The goal of this study was to investigate whether adverse peri-intubation associated events occur at increased frequency in pediatric patients with hematopoietic cell transplant (HCT) compared with non-HCT oncologic or other pediatric ICU (PICU) patients and therefore might contribute to increased mortality. This retrospective cohort study of critically ill children who underwent tracheal intubation (TI) was conducted between 2014 and 2019. Data was merged from local airway management quality databases and Virtual Pediatric Systems. Data was supplemented with a retrospective chart review for HCT-related data, including HCT indication, transplant-related comorbidity status, and patient condition at the time of TI procedure. There was a total of 1,931 children identified who underwent TI, of which 92 (4.8%) were post-HCT, while 319 (16.5%) had history of malignancy without HCT, and 1,520 (78.7%) had neither HCT nor malignancy. Children post-HCT were older, more often had respiratory failure, use of catecholamine infusions peri-intubation, and use of noninvasive ventilation prior to intubation. There was no difference in hemodynamic tracheal intubation-associated adverse events (TIAEs) or peri-intubation hypoxemia across three groups (HCT 16%, non-HCT with malignancy 10%, other 15%). The authors did not find an association between HCT status and the adverse TI outcome after adjusting for age, difficulty airway feature, provider type, device, apneic oxygenation use, and indication for intubation.
AHRQ-funded; HS024511.
Citation: Lenz KB, Nishisaki A, Lindell RB .
Peri-intubation adverse events in the critically ill child after hematopoietic cell transplant.
Pediatr Crit Care Med 2023 Jul; 24(7):584-93. doi: 10.1097/pcc.0000000000003243..
Keywords: Children/Adolescents, Intensive Care Unit (ICU), Critical Care, Adverse Events
Wang Y, Eldridge N, Metersky ML
AHRQ Author: Eldridge N and Rodrick D
Relationship between in-hospital adverse events and hospital performance on 30-day all-cause mortality and readmission for patients with heart failure.
Researchers sought to evaluate the association between hospital performance on mortality and readmission with hospital performance on safety adverse event rates. Their cross-sectional study linked patient-level adverse events data from the Medicare Patient Safety Monitoring System to hospital-level, heart failure (HF)-specific, 30-day, all-cause mortality and readmissions data from CMS. The study included data on over 39,000 patients with HF from over 3000 hospitals. Patients admitted with HF to hospitals with high 30-day, all-cause mortality and readmission rates had a higher risk of in-hospital adverse events. The researchers concluded that there might be common quality issues among the measure concepts in these hospitals that produce poor performance for patients with HF.
AHRQ-funded; AHRQ-authored; 290201800005C.
Citation: Wang Y, Eldridge N, Metersky ML .
Relationship between in-hospital adverse events and hospital performance on 30-day all-cause mortality and readmission for patients with heart failure.
Circ Cardiovasc Qual Outcomes 2023 Jul; 16(7):e009573. doi: 10.1161/circoutcomes.122.009573..
Keywords: Hospitals, Hospital Readmissions, Heart Disease and Health, Cardiovascular Conditions, Adverse Events, Provider Performance
Marcaccio CL, Patel PB, Rastogi V
Efficacy and safety of single versus dual antiplatelet therapy in carotid artery stenting.
This study’s objective was to examine the efficacy and safety of preoperative single antiplatelet therapy (AP) therapy vs double antiplatelet therapy (DAPT) in patients who had undergone transfemoral CAS (tfCAS) or transcarotid artery revascularization (TCAR). The authors identified all patients who had undergone tfCAS or TCAR in the Vascular Quality Initiative database from 2016 to 2021. A total of 18,570 tfCAS patients were included, of which 70% had received DAPT, 5.6% no AP therapy, 10% ASA only, 8.0% ASA + AP loading dose, 4.6% P2Y12 inhibitor (P2Yi) only, and 2.9% P2Yi + AP loading dose. After adjustment, compared with DAPT, the incidence of stroke/death was higher with no AP therapy, ASA only, and ASA + AP loading dose, but was similar with P2Yi only, and P2Yi + AP loading dose. No differences were found in the incidence of bleeding rates between the treatment groups after tfCAS or TCAR. These findings support the current guidelines recommending DAPT before CAS but also suggest that P2Yi monotherapy might confer thromboembolic benefits similar to those with DAPT.
AHRQ-funded; HS027285.
Citation: Marcaccio CL, Patel PB, Rastogi V .
Efficacy and safety of single versus dual antiplatelet therapy in carotid artery stenting.
J Vasc Surg 2023 May; 77(5):1434-46.e11. doi: 10.1016/j.jvs.2022.12.034..
Keywords: Blood Thinners, Medication, Medication: Safety, Cardiovascular Conditions, Stroke, Adverse Drug Events (ADE), Adverse Events, Patient Safety
Karlic KJ, Valley TS, Cagino LM
Identification of patient safety threats in a post-intensive care clinic.
This observational cohort study examined patient safety threats at a post-ICU clinic in an academic, tertiary care medical center and whether post-ICU clinics improve patient safety. The study identified 83 patients, of which 60 patients had 96 separate safety threats. The threats were categorized into 7 themes: medication errors (27%); inadequate medical follow-up (25%); inadequate patient support (16%); high-risk behaviors (5%); medical complications (5%); equipment/supplies failures (4%); and other (18%). They were also categorized as 41% preventable, 27% ameliorable, and 32% were neither preventable nor ameliorable.
AHRQ-funded; HS028038.
Citation: Karlic KJ, Valley TS, Cagino LM .
Identification of patient safety threats in a post-intensive care clinic.
Am J Med Qual 2023 May-Jun; 38(3):117-21. doi: 10.1097/jmq.0000000000000118..
Keywords: Patient Safety, Transitions of Care, Adverse Events
Zhang J, Kummerfield E, Hultman G
Application of causal discovery algorithms in studying the nephrotoxicity of remdesivir using longitudinal data from the EHR.
Researchers analyzed the role of remdesivir in the mechanism and optimal treatment of the development of acute kidney injury (AKI) in the setting of COVID. Applying causal discovery machine learning techniques, they built multifactorial causal models of COVID-AKI; risk factors and renal function measures were represented in a temporal sequence using longitudinal data from Electronic Health Records. Their results indicated a need for assessment of renal function on second- and third-day use of remdesivir, and also showed that remdesivir may pose less risk to AKI than existing conditions of chronic kidney disease.
AHRQ-funded; HS024532.
Citation: Zhang J, Kummerfield E, Hultman G .
Application of causal discovery algorithms in studying the nephrotoxicity of remdesivir using longitudinal data from the EHR.
AMIA Annu Symp Proc 2023 Apr 29; 2022:1227-36..
Keywords: COVID-19, Electronic Health Records (EHRs), Health Information Technology (HIT), Medication, Adverse Drug Events (ADE), Adverse Events