National Healthcare Quality and Disparities Report
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 8 of 8 Research Studies DisplayedBucher BT, Yang M, Arndorfer J
Changes in the accuracy of administrative data for the detection of surgical site infections.
The authors performed a retrospective analysis of the changes in accuracy of International Classification of Diseases, Clinical Modification (ICD-CM) diagnosis codes for colectomy and hysterectomy surgical site infection surveillance. They found no significant change in the accuracy of these codes following the transition from ICD-CM ninth edition to tenth edition codes.
AHRQ-funded; HS025776.
Citation: Bucher BT, Yang M, Arndorfer J .
Changes in the accuracy of administrative data for the detection of surgical site infections.
Infect Control Hosp Epidemiol 2021 Sep;42(9):1128-30. doi: 10.1017/ice.2020.1346..
Keywords: Surgery, Healthcare-Associated Infections (HAIs), Diagnostic Safety and Quality
Zhu Y, Simon GJ, Wick EC
Applying machine learning across sites: external validation of a surgical site infection detection algorithm.
Surgical complications have tremendous consequences and costs. Complication detection is important for quality improvement, but traditional manual chart review is burdensome. Automated mechanisms are needed to make this more efficient. The purpose of the study was to understand the generalizability of a machine learning algorithm between sites; automated surgical site infection (SSI) detection algorithms developed at one center were tested at another distinct center.
AHRQ-funded; HS024532.
Citation: Zhu Y, Simon GJ, Wick EC .
Applying machine learning across sites: external validation of a surgical site infection detection algorithm.
J Am Coll Surg 2021 Jun;232(6):963-71.e1. doi: 10.1016/j.jamcollsurg.2021.03.026..
Keywords: Healthcare-Associated Infections (HAIs), Surgery, Adverse Events, Diagnostic Safety and Quality, Electronic Health Records (EHRs), Health Information Technology (HIT), Quality Improvement, Quality of Care
Sick-Samuels AC, Linz M, Bergmann J
Diagnostic stewardship of endotracheal aspirate cultures in a PICU.
This study describes the development and impact of a clinical decision support algorithm to standardize the use of endotracheal aspirate cultures (EACs) from ventilated PICU patients in the evaluation of suspected ventilator-associated infections. Bacterial growth in EACs does not distinguish bacterial colonization from infection and may lead to overtreatment with antibiotics. The rate of EACs was compared pre- and postintervention. In the preintervention year there were 557 EACs over 5092 ventilator days. After introduction of the algorithm the rate went down to 234 EACs over 3654 ventilator days. There was a 41% decrease in the monthly rate of EACs. This intervention did not affect mortality, readmissions, or length of stay in ventilated PICU patients.
AHRQ-funded; HS025642.
Citation: Sick-Samuels AC, Linz M, Bergmann J .
Diagnostic stewardship of endotracheal aspirate cultures in a PICU.
Pediatrics 2021 May;147(5). doi: 10.1542/peds.2020-1634..
Keywords: Children/Adolescents, Intensive Care Unit (ICU), Clinical Decision Support (CDS), Decision Making, Healthcare-Associated Infections (HAIs), Diagnostic Safety and Quality
Schneider JG, Wood JB, Schmitt BH
Susceptibility Provision Enhances Effective De-escalation (SPEED): utilizing rapid phenotypic susceptibility testing in Gram-negative bloodstream infections and its potential clinical impact.
In this study, the investigators evaluated the performance and time to result for pathogen identification (ID) and antimicrobial susceptibility testing (AST) of the Accelerate Pheno system (AXDX) compared with standard of care (SOC) methods. They also assessed the hypothetical improvement in antibiotic utilization if AXDX had been implemented. The authors indicated that by providing fast and reliable ID and AST results, AXDX has the potential to improve antimicrobial utilization and enhance antimicrobial stewardship.
AHRQ-funded; HS026390.
Citation: Schneider JG, Wood JB, Schmitt BH .
Susceptibility Provision Enhances Effective De-escalation (SPEED): utilizing rapid phenotypic susceptibility testing in Gram-negative bloodstream infections and its potential clinical impact.
J Antimicrob Chemother 2019 Jan;74(Suppl 1):i16-i23. doi: 10.1093/jac/dky531..
Keywords: Healthcare-Associated Infections (HAIs), Infectious Diseases, Antibiotics, Medication, Diagnostic Safety and Quality
Calderwood MS, Huang SS, Keller V
Variable case detection and many unreported cases of surgical-site infection following colon surgery and abdominal hysterectomy in a statewide validation.
This study assesses hospital surgical-site infection (SSI) identification and reporting following colon surgery and abdominal hysterectomy via a statewide external validation. The authors concluded that claims-based surveillance is a standardized approach that hospitals can use to augment traditional surveillance methods and health departments can use for external validation.
AHRQ-funded; HS021424.
Citation: Calderwood MS, Huang SS, Keller V .
Variable case detection and many unreported cases of surgical-site infection following colon surgery and abdominal hysterectomy in a statewide validation.
Infect Control Hosp Epidemiol 2017 Sep;38(9):1091-97. doi: 10.1017/ice.2017.134..
Keywords: Healthcare-Associated Infections (HAIs), Surgery, Injuries and Wounds, Patient Safety, Women, Adverse Events, Diagnostic Safety and Quality, Hospitals
Wiseman JT, Fernandes-Taylor S, Gunter R
Inter-rater agreement and checklist validation for postoperative wound assessment using smartphone images in vascular surgery.
The authors evaluated whether smartphone digital images can supplant in-person evaluation of postoperative vascular surgery wounds. They concluded that using smartphone digital images is a valid method for evaluating postoperative vascular surgery wounds and is comparable to in-person evaluation with regard to most wound characteristics. The inter-rater reliability for determining treatment recommendations was universally high.
AHRQ-funded; HS023395.
Citation: Wiseman JT, Fernandes-Taylor S, Gunter R .
Inter-rater agreement and checklist validation for postoperative wound assessment using smartphone images in vascular surgery.
J Vasc Surg Venous Lymphat Disord 2016 Jul;4(3):320-28.e2. doi: 10.1016/j.jvsv.2016.02.001.
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Keywords: Healthcare-Associated Infections (HAIs), Injuries and Wounds, Telehealth, Surgery, Health Information Technology (HIT), Diagnostic Safety and Quality
Patel PA, Robicsek A, Grayes A
Evaluation of multiple real-time PCR tests on nasal samples in a large MRSA surveillance program.
The researchers evaluated the LightCycler MRSA Advanced Test (Roche Molecular Diagnostics, Pleasanton, CA), the BD MAX MRSA assay (Becton Dickinson, Franklin Lakes, NJ), and the Xpert MRSA assay (Cepheid, Sunnyvale, CA) on nasal samples using the same population. Their results suggest that the performance of the three commercial assays is similar.
AHRQ-funded; HS019968.
Citation: Patel PA, Robicsek A, Grayes A .
Evaluation of multiple real-time PCR tests on nasal samples in a large MRSA surveillance program.
Am J Clin Pathol 2015 May;143(5):652-8. doi: 10.1309/ajcpmdy32ztdxpfc..
Keywords: Methicillin-Resistant Staphylococcus aureus (MRSA), Healthcare-Associated Infections (HAIs), Patient Safety, Diagnostic Safety and Quality, Genetics
Lewis SS, Dicks KV, Chen LF
Delay in diagnosis of invasive surgical site infections following knee arthroplasty versus hip arthroplasty.
The researchers compared time to diagnosis of invasive surgical site infection (SSI) following hip vs knee arthroplasty. They found that time to diagnosis of invasive SSI remained significantly shorter for hip than for knee arthroplasties after adjusting for age, pathogen virulence, and hospital surgical volume. They hypothesized that differences in symptom manifestation and disparities in access to care may contribute to the observed differential timing of diagnosis.
AHRQ-funded; HS023866.
Citation: Lewis SS, Dicks KV, Chen LF .
Delay in diagnosis of invasive surgical site infections following knee arthroplasty versus hip arthroplasty.
Clin Infect Dis 2015 Apr 1;60(7):990-6. doi: 10.1093/cid/ciu975.
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Keywords: Diagnostic Safety and Quality, Healthcare-Associated Infections (HAIs), Orthopedics, Surgery, Injuries and Wounds, Adverse Events