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
- Access to Care (3)
- Adverse Drug Events (ADE) (48)
- Adverse Events (140)
- Alcohol Use (2)
- Ambulatory Care and Surgery (9)
- Antibiotics (14)
- Antimicrobial Stewardship (4)
- Anxiety (1)
- Arthritis (16)
- Asthma (8)
- Back Health and Pain (1)
- Behavioral Health (31)
- Blood Clots (19)
- Blood Pressure (13)
- Blood Thinners (11)
- Brain Injury (7)
- Cancer (68)
- Cancer: Breast Cancer (19)
- Cancer: Cervical Cancer (1)
- Cancer: Colorectal Cancer (8)
- Cancer: Lung Cancer (4)
- Cancer: Ovarian Cancer (2)
- Cancer: Prostate Cancer (5)
- Cardiovascular Conditions (124)
- Caregiving (3)
- Care Management (4)
- Case Study (10)
- Catheter-Associated Urinary Tract Infection (CAUTI) (2)
- Centers for Education and Research on Therapeutics (CERTs) (2)
- Central Line-Associated Bloodstream Infections (CLABSI) (7)
- Children/Adolescents (75)
- Chronic Conditions (36)
- Clinical Decision Support (CDS) (12)
- Clinician-Patient Communication (6)
- Clostridium difficile Infections (8)
- Colonoscopy (5)
- Communication (7)
- Community-Acquired Infections (11)
- Community-Based Practice (2)
- Comparative Effectiveness (23)
- Complementary and Alternative Medicine (1)
- COVID-19 (23)
- Critical Care (7)
- Cultural Competence (1)
- Data (4)
- Decision Making (24)
- Dementia (7)
- Dental and Oral Health (1)
- Depression (20)
- Diabetes (40)
- Diagnostic Safety and Quality (21)
- Dialysis (2)
- Digestive Disease and Health (12)
- Disparities (17)
- Domestic Violence (2)
- Education (1)
- Education: Continuing Medical Education (1)
- Education: Patient and Caregiver (8)
- Elderly (81)
- Electronic Health Records (EHRs) (32)
- Electronic Prescribing (E-Prescribing) (2)
- Emergency Department (34)
- Emergency Medical Services (EMS) (4)
- Emergency Preparedness (1)
- Evidence-Based Practice (32)
- Eye Disease and Health (5)
- Falls (24)
- Family Health and History (7)
- Genetics (11)
- Guidelines (9)
- Healthcare-Associated Infections (HAIs) (50)
- Healthcare Cost and Utilization Project (HCUP) (29)
- Healthcare Costs (10)
- Healthcare Delivery (3)
- Healthcare Utilization (9)
- Health Information Technology (HIT) (40)
- Health Insurance (3)
- Health Literacy (3)
- Health Promotion (3)
- Health Services Research (HSR) (2)
- Health Status (10)
- Health Systems (4)
- Heart Disease and Health (73)
- Hepatitis (5)
- Home Healthcare (10)
- Hospital Discharge (13)
- Hospitalization (54)
- Hospital Readmissions (47)
- Hospitals (27)
- Human Immunodeficiency Virus (HIV) (25)
- Imaging (7)
- Implementation (4)
- Infectious Diseases (20)
- Influenza (1)
- Injuries and Wounds (42)
- Inpatient Care (5)
- Intensive Care Unit (ICU) (11)
- Kidney Disease and Health (21)
- Labor and Delivery (15)
- Learning Health Systems (1)
- Lifestyle Changes (16)
- Long-Term Care (9)
- Low-Income (4)
- Maternal Care (8)
- Medicaid (6)
- Medical Devices (4)
- Medical Errors (10)
- Medical Expenditure Panel Survey (MEPS) (6)
- Medical Liability (3)
- Medicare (11)
- Medication (111)
- Medication: Safety (20)
- Men's Health (4)
- Methicillin-Resistant Staphylococcus aureus (MRSA) (6)
- Mortality (59)
- Neonatal Intensive Care Unit (NICU) (2)
- Neurological Disorders (17)
- Newborns/Infants (23)
- Nursing (3)
- Nursing Homes (14)
- Nutrition (11)
- Obesity (27)
- Obesity: Weight Management (5)
- Opioids (15)
- Organizational Change (1)
- Orthopedics (6)
- Osteoporosis (5)
- Outcomes (58)
- Pain (3)
- Palliative Care (3)
- Patient-Centered Healthcare (8)
- Patient-Centered Outcomes Research (54)
- Patient Adherence/Compliance (2)
- Patient and Family Engagement (1)
- Patient Safety (100)
- Patient Self-Management (1)
- Payment (2)
- Pneumonia (6)
- Policy (4)
- Practice Patterns (5)
- Pregnancy (29)
- Prevention (52)
- Primary Care (13)
- Provider (6)
- Provider: Clinician (2)
- Provider: Health Personnel (2)
- Provider: Nurse (3)
- Provider: Pharmacist (2)
- Provider Performance (3)
- Public Health (11)
- Quality Improvement (12)
- Quality Indicators (QIs) (4)
- Quality Measures (4)
- Quality of Care (17)
- Quality of Life (3)
- Racial and Ethnic Minorities (44)
- Registries (9)
- Rehabilitation (2)
- Research Methodologies (10)
- Respiratory Conditions (32)
- (-) Risk (756)
- Rural Health (3)
- Screening (19)
- Sepsis (16)
- Sex Factors (6)
- Sexual Health (9)
- Skin Conditions (11)
- Sleep Problems (6)
- Social Determinants of Health (32)
- Social Media (2)
- Stress (4)
- Stroke (27)
- Substance Abuse (16)
- Surgery (120)
- Telehealth (1)
- Tobacco Use (9)
- Tools & Toolkits (3)
- Transitions of Care (5)
- Transplantation (14)
- Trauma (11)
- Treatments (5)
- U.S. Preventive Services Task Force (USPSTF) (19)
- Uninsured (1)
- Urban Health (8)
- Urinary Tract Infection (UTI) (3)
- Vaccination (4)
- Vulnerable Populations (5)
- Web-Based (1)
- Women (44)
- Workforce (1)
- Young Adults (9)
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
101 to 125 of 756 Research Studies DisplayedKlein IA, Rosenberg SM, Reynolds KL
Impact of cancer history on outcomes among hospitalized patients with COVID-19.
Researchers investigated whether a current cancer diagnosis or cancer history is an independent risk factor for death in hospitalized patients with COVID-19. They found that patients with a history of cancer hospitalized for COVID-19 had similar mortality to matched hospitalized patients with COVID-19 without cancer, and a lower risk of complications, while patients with active cancer or recent cancer treatment had a similar risk for adverse outcomes compared with survivors of cancer. They concluded that active cancer, systemic cancer therapy, and a cancer history are not independent risk factors for death from COVID-19 among hospitalized patients, and hospitalized patients without cancer are more likely to have severe COVID-19.
AHRQ-funded; HS023680.
Citation: Klein IA, Rosenberg SM, Reynolds KL .
Impact of cancer history on outcomes among hospitalized patients with COVID-19.
Oncologist 2021 Aug;26(8):685-93. doi: 10.1002/onco.13794..
Keywords: COVID-19, Cancer, Risk, Mortality, Hospitalization, Outcomes
Bunting AM, Oser CB, Staton M
Pre-incarceration polysubstance use involving opioids: a unique risk factor of postrelease return to substance use.
This study explored pre-incarceration polysubstance use involving opioids as a unique risk factor for postrelease relapse to substance use. Data from a cohort of 502 justice-involved persons who were enrolled in a therapeutic community treatment program while incarcerated was used. Six unique polysubstance opioid patterns prior to incarceration were found using latent profile validation. Two of these profiles, primarily alcohol and primarily buprenorphine were at increased and accelerated risk for relapse postrelease relative to a lesser polysubstance use profile. Both profiles at increased risk had a pre-incarceration co-use of marijuana and nonmedical use of opioids but were unique in their respective near daily use of alcohol and nonmedical buprenorphine.
AHRQ-funded; HS026120.
Citation: Bunting AM, Oser CB, Staton M .
Pre-incarceration polysubstance use involving opioids: a unique risk factor of postrelease return to substance use.
J Subst Abuse Treat 2021 Aug;127:108354. doi: 10.1016/j.jsat.2021.108354..
Keywords: Opioids, Substance Abuse, Risk
Song J, Woo K, Shang J
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Wound infection is prevalent in home healthcare (HHC) and often leads to hospitalizations. However, none of the previous studies of wounds in HHC have used data from clinical notes. Therefore, in this paper, the authors created a more accurate description of a patient's condition by extracting risk factors from clinical notes to build predictive models to identify a patient's risk of wound infection in HHC.
AHRQ-funded; HS024915.
Citation: Song J, Woo K, Shang J .
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Adv Skin Wound Care 2021 Aug;34(8):1-12. doi: 10.1097/01.Asw.0000755928.30524.22..
Keywords: Home Healthcare, Injuries and Wounds, Risk, Hospitalization
Sico JJ, Kundu S, So-Armah K
Depression as a risk factor for incident ischemic stroke among HIV-positive veterans in the veterans aging cohort study.
Background HIV infection and depression are each associated with increased ischemic stroke risk. Whether depression is a risk factor for stroke within the HIV population is unknown. In this study the investigators examined depression as a risk factor for incident ischemic stroke among HIV-positive veterans in the veterans aging cohort study. The investigators concluded that depression is associated with an increased risk of stroke among HIV-positive people after adjusting for sociodemographic characteristics, traditional cerebrovascular risk factors, and HIV-specific factors.
AHRQ-funded; HS023464.
Citation: Sico JJ, Kundu S, So-Armah K .
Depression as a risk factor for incident ischemic stroke among HIV-positive veterans in the veterans aging cohort study.
J Am Heart Assoc 2021 Jul 6;10(13):e017637. doi: 10.1161/jaha.119.017637..
Keywords: Depression, Behavioral Health, Risk, Human Immunodeficiency Virus (HIV), Stroke, Cardiovascular Conditions
Shipe ME, Haddad DN, Deppen SA
Modeling the impact of delaying the diagnosis of non-small cell lung cancer during COVID-19
The novel coronavirus (COVID-19) pandemic has led surgical societies to recommend delaying diagnosis and treatment of suspected lung cancer for lesions less than 2 cm. The COVID-19 infection rate at which immediate operative risk exceeds benefit is unknown. Delaying diagnosis can lead to disease progression, but the impact of this delay on mortality is unknown. In this study, the investigators sought to model immediate versus delayed surgical resection in a suspicious lung nodule less than 2 cm.
AHRQ-funded; HS026122.
Citation: Shipe ME, Haddad DN, Deppen SA .
Modeling the impact of delaying the diagnosis of non-small cell lung cancer during COVID-19
Ann Thorac Surg 2021 Jul;112(1):248-54. doi: 10.1016/j.athoracsur.2020.08.025..
Keywords: COVID-19, Cancer: Lung Cancer, Cancer, Diagnostic Safety and Quality, Case Study, Risk
Moza R, Truong DT, Lambert LM
Poor weight recovery between stage 1 palliation and hospital discharge for infants with single ventricle physiology: an analysis of the NPC-QIC Phase II dataset.
The purpose of this study was to investigate change in weight-for-age z-scores (WAZ) and risk factors for impaired weight gain between stage 1 palliation (S1P) for single ventricle physiology and discharge. Data from the National Pediatric Cardiology Quality Improvement Collaborative Phase II database was analysed. Findings showed that nearly all infants lost weight after S1P, with little recovery by hospital discharge. At discharge, three-quarters of the infants were at-risk for impaired weight gain or had failure to thrive. Most risk factors associated with change in WAZ were unmodifiable or surrogates of disease severity.
AHRQ-funded; HS021114.
Citation: Moza R, Truong DT, Lambert LM .
Poor weight recovery between stage 1 palliation and hospital discharge for infants with single ventricle physiology: an analysis of the NPC-QIC Phase II dataset.
J Pediatr 2021 Jul;234:20-26.e2. doi: 10.1016/j.jpeds.2021.03.035..
Keywords: Newborns/Infants, Centers for Education and Research on Therapeutics (CERTs), Heart Disease and Health, Cardiovascular Conditions, Health Status, Risk
Coley RY, Johnson E, Simon GE
Racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visits.
This study looked at racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visit. The main outcome measured was the suicide rate within 90 days after a mental health visit. The study used a 50% sample of visits from a random set of outpatients at 7 large integrated health care systems by patients 13 years and older (6,984,184 visits). Suicide rates were highest for visits by patients with no race/ethnicity recorded, followed by Asian, White, American Indian/Alaskan Native, Hispanic, and Black. Sensitivity of both models used were high for White, Hispanic, and Asian patients and poor for Black and American Indian/Alaskan Native patients and patients with no race/ethnicity recorded.
AHRQ-funded; HS026369.
Citation: Coley RY, Johnson E, Simon GE .
Racial/ethnic disparities in the performance of prediction models for death by suicide after mental health visits.
JAMA Psychiatry 2021 Jul;78(7):726-34. doi: 10.1001/jamapsychiatry.2021.0493..
Keywords: Disparities, Racial and Ethnic Minorities, Behavioral Health, Mortality, Risk
Reddy P, Mencin A, Lebwohl B
Risk factors for suboptimal bowel preparation for colonoscopy in pediatric patients.
Suboptimal bowel cleansing is common in children and can impact diagnostic and therapeutic outcomes. In this retrospective study, the investigators aimed to identify risk factors for suboptimal bowel preparation for colonoscopy in pediatric patients. The investigators concluded that Medicaid status and English as a second language were risk factors. They highlighted distinct associations from those reported in the adult literature including failure to thrive and younger age.
AHRQ-funded; HS026121.
Citation: Reddy P, Mencin A, Lebwohl B .
Risk factors for suboptimal bowel preparation for colonoscopy in pediatric patients.
J Pediatr Gastroenterol Nutr 2021 Jul;73(1):e1-e6. doi: 10.1097/mpg.0000000000003114..
Keywords: Children/Adolescents, Colonoscopy, Risk, Diagnostic Safety and Quality
Calthorpe LM, Baer RJ, Chambers BD
The association between preterm birth and postpartum mental healthcare utilization among California birthing people.
This study’s objective was to determine whether preterm birth is associated with postpartum inpatient and emergency mental healthcare utilization. The study sample was taken from a database of live-born neonates delivered in California, 2011-2017, and included all births to singleton infants between the gestational ages of 20 and 44 weeks. The findings indicate found that preterm birth is an independent risk factor for postpartum mental healthcare utilization. These findings suggest that screening for and providing mental health resources to birthing people after delivery are crucial, particularly among people giving birth to preterm infants, regardless of mental health history.
AHRQ-funded; HS026383.
Citation: Calthorpe LM, Baer RJ, Chambers BD .
The association between preterm birth and postpartum mental healthcare utilization among California birthing people.
Am J Obstet Gynecol MFM 2021 Jul;3(4):100380. doi: 10.1016/j.ajogmf.2021.100380..
Keywords: Behavioral Health, Pregnancy, Women, Labor and Delivery, Risk
Michelson KA, Neuman MI, Pruitt CM
Height of fever and invasive bacterial infection.
This study evaluated the association of higher fevers with invasive bacterial infection (IBI) among febrile infants ≤60 days of age. Maximum temperatures of febrile infants with IBI were compared to infants without IBI. The median temperature was higher for infants with IBI (38.8°C) compared to those without IBI (38.4°C). Temperatures ranges of 39°C-39.4°C and 39.5°C-39.9°C were associated with a higher likelihood of IBI, although 30.4% of febrile infants with IBI had maximum temperatures <38.5°C.
AHRQ-funded; HS026006; HS026503.
Citation: Michelson KA, Neuman MI, Pruitt CM .
Height of fever and invasive bacterial infection.
Arch Dis Child 2021 Jun;106(6):594-96. doi: 10.1136/archdischild-2019-318548..
Keywords: Newborns/Infants, Infectious Diseases, Diagnostic Safety and Quality, Risk
Xu X, Desai VB, Wright JD
Hospital variation in responses to safety warnings about power morcellation in hysterectomy.
This study aimed to examine whether hospitals varied in their use of laparoscopic supracervical hysterectomy after safety warnings about power morcellation and compare the risk of surgical complications at hospitals that had different response trajectories in use of laparoscopic supracervical hysterectomy. The investigators found that hospitals varied in their use of laparoscopic supracervical hysterectomy after safety warnings about power morcellation. Complication risk increased at hospitals that shifted considerably toward open abdominal hysterectomy.
AHRQ-funded; HS024702.
Citation: Xu X, Desai VB, Wright JD .
Hospital variation in responses to safety warnings about power morcellation in hysterectomy.
Am J Obstet Gynecol 2021 Jun;224(6):589.e1-89.e13. doi: 10.1016/j.ajog.2020.12.1207..
Keywords: Patient Safety, Surgery, Risk, Women
Enayati M, Sir M, Zhang X
Monitoring diagnostic safety risks in emergency departments: protocol for a machine learning study.
This study’s objective will be to identify variables associated with diagnostic errors in emergency departments using large-scale EHR data and machine learning techniques. It will use trigger algorithms with electronic health record (EHR) data repositories to generate a large data set of records that are labeled trigger-positive or trigger-negative, depending on if they meet certain criteria. This study will be conducted by 2 academic medical centers with affiliated community hospitals.
AHRQ-funded; HS027363; HS026622.
Citation: Enayati M, Sir M, Zhang X .
Monitoring diagnostic safety risks in emergency departments: protocol for a machine learning study.
JMIR Res Protoc 2021 Jun 14;10(6):e24642. doi: 10.2196/24642..
Keywords: Emergency Department, Diagnostic Safety and Quality, Patient Safety, Risk, Electronic Health Records (EHRs), Health Information Technology (HIT)
Archambault AN, Lin Y, Jeon J
Nongenetic determinants of risk for early-onset colorectal cancer.
This study compared whether risk factors associated with late-onset colorectal cancer (CRC) were also linked to early-onset CRC which is defined as onset younger than 50 years of age. Data was pooled from 13 population-based studies using 3767 CRC cases and 4040 controls aged younger than 50 years and 23,437 CRC cases and 35,311 controls aged 50 years and older. Early-onset CRC was not associated with any of the risk factors for late-onset CRC (regular nonsteroidal anti-inflammatory drug use, greater red meat intake, lower educational attainment, alcohol abstinence, and heavier alcohol use). The authors also evaluated risks by anatomic subsite and found that lower total fiber intake was linked more strongly to rectal than colon cancer.
AHRQ-funded; HS026120.
Citation: Archambault AN, Lin Y, Jeon J .
Nongenetic determinants of risk for early-onset colorectal cancer.
JNCI Cancer Spectr 2021 Jun;5(3):pkab029. doi: 10.1093/jncics/pkab029..
Keywords: Cancer: Colorectal Cancer, Cancer, Risk
Cifra CL, Westlund E, Ten Eyck P
An estimate of missed pediatric sepsis in the emergency department.
AHRQ-funded; HS025753.
Citation: Cifra CL, Westlund E, Ten Eyck P .
An estimate of missed pediatric sepsis in the emergency department.
Diagnosis 2021;8(2):193-98. doi: 10.1515/dx-2020-0023..
Keywords: Children/Adolescents, Sepsis, Emergency Department, Diagnostic Safety and Quality, Medical Errors, Risk
Mills J, Molchan S
AHRQ Author: Mills J
Screening for asymptomatic carotid artery stenosis.
This Putting Prevention into Practice case study is a 3-question quiz on the U.S. Preventive Services Task Force (USPSTF) final recommendation on screening for carotid artery stenosis. It asks questions on counseling patients, risk factors, and the USPSTF recommendations on the benefits and harms of screening for carotid artery stenosis. Discussion is provided in the answers along with references to the USPSTF recommendations.
AHRQ-authored.
Citation: Mills J, Molchan S .
Screening for asymptomatic carotid artery stenosis.
Am Fam Physician 2021 May 15;103(10):623-24..
Keywords: U.S. Preventive Services Task Force (USPSTF), Screening, Cardiovascular Conditions, Prevention, Case Study, Risk
Wallner LP, Banerjee M, Reyes-Gastelum D
Multilevel factors associated with more intensive use of radioactive iodine for low-risk thyroid cancer.
The use of radioactive iodine (RAI) for low-risk thyroid cancer is common, and variation in its use exists, despite the lack of benefit for low-risk disease and potential harms and costs. The objective of this study was to simultaneously assess patient- and physician-level factors associated with patient-reported receipt of RAI for low-risk thyroid cancer. The investigators concluded that physician perspectives and attitudes about using RAI, as well as patient volume, influenced RAI use for low-risk thyroid cancer.
AHRQ-funded; HS024512.
Citation: Wallner LP, Banerjee M, Reyes-Gastelum D .
Multilevel factors associated with more intensive use of radioactive iodine for low-risk thyroid cancer.
J Clin Endocrinol Metab 2021 May 13;106(6):e2402-e12. doi: 10.1210/clinem/dgab139..
Keywords: Cancer, Practice Patterns, Decision Making, Risk
Huda A, Castaño A, Niyogi A
A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy.
Transthyretin amyloid cardiomyopathy, an often-unrecognized cause of heart failure, is now treatable with a transthyretin stabilizer. It is therefore important to identify at-risk patients who can undergo targeted testing for earlier diagnosis and treatment, prior to the development of irreversible heart failure. In this study, the investigators showed that a random forest machine learning model could identify potential wild-type transthyretin amyloid cardiomyopathy using medical claims data.
AHRQ-funded; HS026385.
Citation: Huda A, Castaño A, Niyogi A .
A machine learning model for identifying patients at risk for wild-type transthyretin amyloid cardiomyopathy.
Nat Commun 2021 May 11;12(1):2725. doi: 10.1038/s41467-021-22876-9..
Keywords: Heart Disease and Health, Cardiovascular Conditions, Neurological Disorders, Diagnostic Safety and Quality, Risk
Eigenmann PA, Ebisawa M, Greenhawt M
Addressing risk management difficulties in children with food allergies.
This rostrum article discusses various aspects faced by children with food allergies in the light of risk, and their practical implications. Facets discussed include oral food challenges. Precautionary allergen labeling (PAL) is a widespread strategy to reduce the potential risk of reactions due to traces. However, PAL is currently inefficient due to inconsistent labeling, also not indicating a clear maximum amount possibly present in the manufactured food. Also, cost-effectiveness needs to be considered in risk management, as many risk reduction procedures are clearly not cost-effective.
AHRQ-funded; HS024599.
Citation: Eigenmann PA, Ebisawa M, Greenhawt M .
Addressing risk management difficulties in children with food allergies.
Pediatr Allergy Immunol 2021 May;32(4):658-66. doi: 10.1111/pai.13455..
Keywords: Children/Adolescents, Risk
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
Shaheen MS, Silverberg JI
Association of inflammatory skin diseases with venous thromboembolism in US adults.
Patients with certain inflammatory skin diseases have multiple risk factors for venous thromboembolism (VTE). The objective of the study was to determine whether atopic dermatitis (AD), psoriasis, pemphigus, pemphigoid and/or hidradenitis was associated with VTE in US adults. Data were analyzed from the 2002-2012 Nationwide Inpatient Sample, a representative cohort of US hospitalizations.
AHRQ-funded; HS023011.
Citation: Shaheen MS, Silverberg JI .
Association of inflammatory skin diseases with venous thromboembolism in US adults.
Arch Dermatol Res 2021 May;313(4):281-89. doi: 10.1007/s00403-020-02099-6..
Keywords: Healthcare Cost and Utilization Project (HCUP), Skin Conditions, Blood Clots, Risk
Kandaswamy S, Pruitt Z, Kazi S
Clinician perceptions on the use of free-text communication orders.
The aim of this study was to investigate (1) why ordering clinicians use free-text orders to communicate medication information; (2) what risks physicians and nurses perceive when free-text orders are used for communicating medication information; and (3) how electronic health records (EHRs) could be improved to encourage the safe communication of medication information. The investigators concluded that clinicians' use of free-text orders as a workaround to insufficient structured order entry can create unintended patient safety risks.
AHRQ-funded; HS025136; HS024755.
Citation: Kandaswamy S, Pruitt Z, Kazi S .
Clinician perceptions on the use of free-text communication orders.
Appl Clin Inform 2021 May;12(3):484-94. doi: 10.1055/s-0041-1731002..
Keywords: Electronic Prescribing (E-Prescribing), Health Information Technology (HIT), Electronic Health Records (EHRs), Medication: Safety, Medication, Patient Safety, Communication, Provider: Clinician, Provider, Risk
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
Russell D, Dowding D, Trifilio M
Individual, social, and environmental factors for infection risk among home healthcare patients: a multi-method study.
This paper is a study of nurse perceptions of individual, social, and environmental factors for infection risk among home healthcare (HHC) patients and also identifies the frequency of environmental barriers to infection prevention and control in HHC. Data were collected in 2017-2018 from qualitative interviews with 50 HHC nurses and structured observations of nurse visits to patients’ homes (n = 400). Perceived infection risk among patients was characterized as being influenced by knowledge of and attitudes towards infection prevention and engagement in hygiene practices, receipt of support from informal caregivers and nurse interventions aimed at cultivating infection control knowledge and practices, and the home environment. Frequent environmental barriers observed during visits to patients included clutter (39.5%), poor lighting (38.8%), dirtiness (28.5%), and pets (17.2%).
AHRQ-funded; HS024723.
Citation: Russell D, Dowding D, Trifilio M .
Individual, social, and environmental factors for infection risk among home healthcare patients: a multi-method study.
Health Soc Care Community 2021 May;29(3):780-88. doi: 10.1111/hsc.13321..
Keywords: Home Healthcare, Community-Acquired Infections, Risk, Provider: Nurse, Provider
Lin CY, Xie J, Freedman SB
Predicting adverse outcomes for Shiga toxin-producing Escherichia coli infections in emergency departments.
Investigators assessed the performance of a hemolytic uremic syndrome (HUS) severity score among children with Shiga toxin-producing Escherichia coli (STEC) infections and HUS by stratifying them according to their risk of adverse events. They found that the HUS severity score was able to discriminate between high- and low-risk children less than 5 years old with STEC-associated HUS at a statistically acceptable level; however, it did not appear to provide clinical benefit at a meaningful risk threshold.
AHRQ-funded; HS026503.
Citation: Lin CY, Xie J, Freedman SB .
Predicting adverse outcomes for Shiga toxin-producing Escherichia coli infections in emergency departments.
J Pediatr 2021 May;232:200-06.e4. doi: 10.1016/j.jpeds.2020.12.077..
Keywords: Children/Adolescents, Infectious Diseases, Emergency Department, Risk
Pollack LM, Lowder JL, Keller M
Racial/ethnic differences in the risk of surgical complications and posthysterectomy hospitalization among women undergoing hysterectomy for benign conditions.
The objective of this retrospective cohort study was to evaluate whether 30- and 90-day surgical complication and postoperative hospitalization rates after hysterectomy for benign conditions differed by race/ethnicity and whether the differences remained after controlling for patient, hospital, and surgical characteristics. The investigators concluded that Black and Asian/Pacific Islander women had higher risk of some 30- and 90-day surgical complications after hysterectomy than white women. Black and Hispanic women had higher risk of posthysterectomy hospitalization.
AHRQ-funded; HS019455.
Citation: Pollack LM, Lowder JL, Keller M .
Racial/ethnic differences in the risk of surgical complications and posthysterectomy hospitalization among women undergoing hysterectomy for benign conditions.
J Minim Invasive Gynecol 2021 May;28(5):1022-32.e12. doi: 10.1016/j.jmig.2020.12.032..
Keywords: Surgery, Risk, Racial and Ethnic Minorities, Adverse Events, Hospitalization, Women