National Healthcare Quality and Disparities Report
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- (-) Adverse Events (48)
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- Cancer: Breast Cancer (1)
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- Catheter-Associated Urinary Tract Infection (CAUTI) (1)
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- (-) Healthcare-Associated Infections (HAIs) (48)
- Healthcare Cost and Utilization Project (HCUP) (2)
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- Hospital Discharge (2)
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- Injuries and Wounds (34)
- Maternal Care (1)
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- Social Determinants of Health (1)
- (-) Surgery (48)
- Telehealth (1)
- Transplantation (1)
- Urinary Tract Infection (UTI) (1)
- Women (3)
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 25 of 48 Research Studies DisplayedEisenberg MT, Block AM, Vopat ML
Rates of infection after ACL reconstruction in pediatric and adolescent patients: a MarketScan database study of 44,501 patients.
This study’s objective was to describe and analyze the rates of surgical site infections after anterior cruciate ligament (ACL) surgery in pediatric patients. The Truven Health Analytics MarketScan Commercial Claims and Encounters database was used to access data for privately insured individuals aged 5 to 30 years old. ACL reconstruction operation records were accessed for operations performed from 2006 to 2018. The database identified 44,501 individuals up to 18 years old, and 63,495 individuals aged 18 to 30 years old that underwent arthroscopic ACL reconstruction. No differences in infection rates were found between the two groups. However, among patients younger than 18 years, patients below 15 years old had a significantly lower infection rate at 0.37% compared with adolescents 15 to 17 years old at 0.55%. Among young adults, males had a higher infection rate than females, while no differences were observed in the pediatric and adolescent population.
AHRQ-funded; HS019455.
Citation: Eisenberg MT, Block AM, Vopat ML .
Rates of infection after ACL reconstruction in pediatric and adolescent patients: a MarketScan database study of 44,501 patients.
J Pediatr Orthop 2022 Apr;42(4):e362-e66. doi: 10.1097/bpo.0000000000002080..
Keywords: Children/Adolescents, Surgery, Orthopedics, Healthcare-Associated Infections (HAIs), Adverse Events, Injuries and Wounds
Ernest EC, Hellar A, Varallo J
Reducing surgical site infections and mortality among obstetric surgical patients in Tanzania: a pre-evaluation and postevaluation of a multicomponent safe surgery intervention.
This study evaluated the impact of a multicomponent safe surgery intervention in Tanzania to reduce surgical site infection (SSI) rates and mortality after caesarean sections (CS). The authors used the WHO Surgical Safety Checklist (SSC) to measure WHO SSC utilization, SSI rates, and CS-related perioperative mortality rates (POMRs) before and 18 months after implementation. The SSC utilization rate for CS increased from 3.7% to 95.1%, which decreased the proportion of women with SSI after CS from 14% during baseline to 1%. CS-related POMR decreased by 38.5% after implementation of safe surgery interventions as well.
AHRQ-funded; HS024235.
Citation: Ernest EC, Hellar A, Varallo J .
Reducing surgical site infections and mortality among obstetric surgical patients in Tanzania: a pre-evaluation and postevaluation of a multicomponent safe surgery intervention.
BMJ Glob Health 2021 Dec;6(12). doi: 10.1136/bmjgh-2021-006788..
Keywords: Maternal Care, Pregnancy, Healthcare-Associated Infections (HAIs), Surgery, Injuries and Wounds, Adverse Events, Patient Safety
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
O'Hara NN, Mullins CD, Slobogean GP
Association of postoperative infections after fractures with long-term income among adults.
This retrospective cohort study evaluated the association between postoperative infection in patients with surgically treated fractures and long-term income loss. Out of 11,673 adults who underwent surgery to treat fractures of the extremities or pelvis from 2003-2016, a total of 3.5% had a postoperative infection. These infections were associated with a $6080 annual decrease in household income in the 6 years after injury. There was a 6.6% increase in the risk of catastrophic wage loss within 2 years of the fracture and a 45% increase in the odds of receiving Social Security benefits. However, postoperative infections were not associated with an increase in the value of the Social Security benefits received.
AHRQ-funded; HS027218.
Citation: O'Hara NN, Mullins CD, Slobogean GP .
Association of postoperative infections after fractures with long-term income among adults.
JAMA Netw Open 2021 Apr;4(4):e216673. doi: 10.1001/jamanetworkopen.2021.6673..
Keywords: Surgery, Injuries and Wounds, Healthcare-Associated Infections (HAIs), Adverse Events, Healthcare Costs
Aasen DM, Bronsert Rozeboom, PD
Relationships between predischarge and postdischarge infectious complications, length of stay, and unplanned readmissions in the ACS NSQIP database.
This study looked at the relationships between predischarge and postdischarge infectious complications, length of stay, and unplanned hospital readmissions after surgery. Data from the American College of Surgeons National Surgical Quality Improvement database from 2012 to 2017 across nine surgical specialties was used to analyze 30-day postoperative infectious complications including sepsis, surgical site infections, pneumonia, and urinary tract infections. Postoperative infectious complications were identified in 5.2% of cases, of which 59.8% were postdischarge. The specific postdischarge complications identified were 73.4% of surgical site infections, 34.9% of sepsis cases, 26.5% of pneumonia cases, and 53.2% of urinary tract infections. These postoperative infections were associated with an increased risk of readmission. Most infections were diagnosed postdischarge. The trend towards shorter length of stays postoperation also contribute to the increase in infections detected after discharge and the rate of unplanned related postoperative readmissions.
AHRQ-funded; HS026019.
Citation: Aasen DM, Bronsert Rozeboom, PD .
Relationships between predischarge and postdischarge infectious complications, length of stay, and unplanned readmissions in the ACS NSQIP database.
Surgery 2021 Feb;169(2):325-32. doi: 10.1016/j.surg.2020.08.009..
Keywords: Hospital Readmissions, Adverse Events, Healthcare-Associated Infections (HAIs), Infectious Diseases, Quality Improvement, Quality of Care, Surgery
Strobel RJ, Harrington SD, Hill C
Evaluating the impact of pneumonia prevention recommendations after cardiac surgery.
Pneumonia is the most prevalent healthcare-associated infection after coronary artery bypass grafting (CABG), but the relative effectiveness of strategies to reduce its incidence remains unclear. In this study, the investigators evaluated the relationship between healthcare-associated infection recommendations and risk of pneumonia after CABG. These pneumonia prevention recommendations may serve as effective targets for avoiding postoperative healthcare-associated infections.
AHRQ-funded; HS022535; HS022909.
Citation: Strobel RJ, Harrington SD, Hill C .
Evaluating the impact of pneumonia prevention recommendations after cardiac surgery.
Ann Thorac Surg 2020 Sep;110(3):903-10. doi: 10.1016/j.athoracsur.2019.12.053..
Keywords: Pneumonia, Cardiovascular Conditions, Surgery, Healthcare-Associated Infections (HAIs), Adverse Events, Prevention, Evidence-Based Practice, Guidelines, Risk
De Roo AC, Hendren S, Ameling JM
Using appropriateness criteria to identify opportunities to improve perioperative urinary catheter use.
Researchers applied Michigan Appropriate Perioperative criteria to statewide registry data to identify improvement targets for urinary catheter use. They found that perioperative urinary catheter use was appropriate for most simple abdominal procedures, but duration of use varied in all categories.
AHRQ-funded; HS019767; HS024385; HS018334; HS000053.
Citation: De Roo AC, Hendren S, Ameling JM .
Using appropriateness criteria to identify opportunities to improve perioperative urinary catheter use.
Am J Surg 2020 Sep;220(3):706-13. doi: 10.1016/j.amjsurg.2020.01.008..
Keywords: Catheter-Associated Urinary Tract Infection (CAUTI), Urinary Tract Infection (UTI), Healthcare-Associated Infections (HAIs), Patient Safety, Surgery, Prevention, Adverse Events
Lander DP, Durakovic N, Kallogjeri D
Incidence of infectious complications following cochlear implantation in children and adults.
The goal of this study was to determine the incidence and timing of infectious complications following cochlear implantation. Results showed low rates of infectious complications in cochlear implant recipients, and meningitis was exceedingly rare. Children aged 1 and 2 years experienced infectious complications more frequently than older children, with benefits of early implantation on language development outweighing the risk. Recommendations included increased vigilance by physicians when caring for young children early after implantation and children with prior implant infections.
AHRQ-funded; HS019455.
Citation: Lander DP, Durakovic N, Kallogjeri D .
Incidence of infectious complications following cochlear implantation in children and adults.
JAMA 2020 Jan 14;323(2):182-83. doi: 10.1001/jama.2019.18611..
Keywords: Children/Adolescents, Adverse Events, Surgery, Healthcare-Associated Infections (HAIs)
Chandanabhumma PP, Fetters MD, Pagani FD
Understanding and addressing variation in health care-associated infections after durable ventricular assist device therapy: protocol for a mixed methods study.
This paper discusses an ongoing AHRQ-funded study to understand and address variation in health care-associated infections (HAIs) after durable ventricular assist device (VAD) implantation surgery. This procedure is used only on patients with advanced heart failure who have a poor 1-year estimated survival rate. This is a sequential mixed methods study which is conducting a systematic review of HAI prevention studies, and an in-depth quantitative analyses using administration claims, in-depth clinical data, and organizational surveys of VAD centers. The last aim is to develop and disseminate a best practices toolkit for HAI prevention. Data analysis is currently underway.
AHRQ-funded; HS026003.
Citation: Chandanabhumma PP, Fetters MD, Pagani FD .
Understanding and addressing variation in health care-associated infections after durable ventricular assist device therapy: protocol for a mixed methods study.
JMIR Res Protoc 2020 Jan 7;9(1):e14701. doi: 10.2196/14701..
Keywords: Healthcare-Associated Infections (HAIs), Surgery, Medical Devices, Prevention, Heart Disease and Health, Cardiovascular Conditions, Adverse Events
Song J, Tark A, Larson EL
The relationship between pocket hematoma and risk of wound infection among patients with a cardiovascular implantable electronic device: an integrative review.
Pocket hematoma is a common adverse event following the insertion of cardiovascular implantable electronic devices (CIEDs), but the risk of wound infections associated with a pocket hematoma is unclear. The objective of this integrative review was to examine the relationship between pocket hematoma and risk of wound infection in a CIED population.
AHRQ-funded; HS024915.
Citation: Song J, Tark A, Larson EL .
The relationship between pocket hematoma and risk of wound infection among patients with a cardiovascular implantable electronic device: an integrative review.
Heart Lung 2020 Jan-Feb;49(1):92-98. doi: 10.1016/j.hrtlng.2019.09.009..
Keywords: Medical Devices, Cardiovascular Conditions, Surgery, Adverse Events, Healthcare-Associated Infections (HAIs), Injuries and Wounds, Risk
Qi AC, Peacock K, Luke AA
Associations between social risk factors and surgical site infections after colectomy and abdominal hysterectomy.
The purpose of this study was to determine whether social risk factors, including race/ethnicity, insurance status, and neighborhood income, were associated with higher rates of surgical site infections (SSI) after colectomy or abdominal hysterectomy, 2 surgical procedures for which SSI rates are publicly reported and included in pay-for-performance programs by Medicare and other groups. The investigators report that inconsistent associations between social risk factors and SSIs were found.
AHRQ-funded; HS019455.
Citation: Qi AC, Peacock K, Luke AA .
Associations between social risk factors and surgical site infections after colectomy and abdominal hysterectomy.
JAMA Netw Open 2019 Oct 2;2(10):e1912339. doi: 10.1001/jamanetworkopen.2019.12339..
Keywords: Healthcare Cost and Utilization Project (HCUP), Risk, Surgery, Healthcare-Associated Infections (HAIs), Injuries and Wounds, Adverse Events, Social Determinants of Health
Tourani R, Murphree DH, Melton-Meaux G
The value of aggregated high-resolution intraoperative data for predicting post-surgical infectious complications at two independent sites.
Surgical procedures carry the risk of postoperative infectious complications, which can be severe, expensive, and morbid. A growing body of evidence indicates that high-resolution intraoperative data can be predictive of these complications. However, these studies are often contradictory in their findings. In this work, data and models from two independent institutions, Mayo Clinic and University of Minnesota-affiliated Fairview Health Services, were directly compared using a common set of definitions for the variables and outcomes.
AHRQ-funded; HS024532.
Citation: Tourani R, Murphree DH, Melton-Meaux G .
The value of aggregated high-resolution intraoperative data for predicting post-surgical infectious complications at two independent sites.
Stud Health Technol Inform 2019 Aug 21;264:398-402. doi: 10.3233/shti190251..
Keywords: Surgery, Adverse Events, Risk, Infectious Diseases, Healthcare-Associated Infections (HAIs)
Davis KK, Mahishi V, Singal R
AHRQ Author: Miller MA
Quality improvement in ambulatory surgery centers: a major national effort aimed at reducing infections and other surgical complications.
Researchers recruited ambulatory surgery centers (ASCs) to implement and then modify patient safety practices that were used in hospitals, but may not be appropriate for ASCs. They recruited 665 ASCs in 47 US states and had them provide suggestions for modifying safe practices with the use of a surgical safety checklist and infection control practices.
AHRQ-authored.
Citation: Davis KK, Mahishi V, Singal R .
Quality improvement in ambulatory surgery centers: a major national effort aimed at reducing infections and other surgical complications.
J Clin Med Res 2019 Jan;11(1):7-14. doi: 10.14740/jocmr3603w..
Keywords: Adverse Events, Ambulatory Care and Surgery, Healthcare-Associated Infections (HAIs), Patient Safety, Quality Improvement, Surgery
George M, Iramiot JS, Muhindo R
Bacterial aetiology and antibiotic susceptibility profile of post-operative sepsis among surgical patients in a tertiary hospital in rural Eastern Uganda.
This study aimed at determining the prevalence and antimicrobial resistance patterns of bacterial pathogens isolated from post-operative wound infections at Mbale Regional Referral Hospital. The investigators found that Staphylococcus aureus was the most common causative agent associated with postoperative sepsis with most of the strains being MRSA. Multi-drug resistance was observed in 60.6% of the isolated organisms in their study.
AHRQ-funded; HS020098.
Citation: George M, Iramiot JS, Muhindo R .
Bacterial aetiology and antibiotic susceptibility profile of post-operative sepsis among surgical patients in a tertiary hospital in rural Eastern Uganda.
Microbiol Res J Int 2018;24(2). doi: 10.9734/mrji/2018/41690..
Keywords: Adverse Events, Healthcare-Associated Infections (HAIs), Sepsis, Surgery
Yokoe DS, Avery TR, Platt R
Ranking hospitals based on colon surgery and abdominal hysterectomy surgical site infection outcomes: impact of limiting surveillance to the operative hospital.
This study examined how hospitals are ranked based on colon surgery and abdominal surgical site infection (SSI) outcomes. This ranking can impact how financial penalties are determined. Currently SSI surveillance focuses mainly on the operative hospital, but patients sometimes go to a different hospital after an SSI as opposed to readmission in the operative hospital. The authors used data from a California statewide hospital registry to assess for evidence of SSI for surgeries performed from March 2011 through November 2013. This analysis showed show that operational hospital surveillance alone would have missed 7.2% of colon surgery and 13.4% of abdominal hysterectomy SSIs. This leads to an inaccurate assignment or avoidance of financial penalties for approximately 1 in 11-16 hospitals.
AHRQ-funded; HS021424.
Citation: Yokoe DS, Avery TR, Platt R .
Ranking hospitals based on colon surgery and abdominal hysterectomy surgical site infection outcomes: impact of limiting surveillance to the operative hospital.
Clin Infect Dis 2018 Sep 14;67(7):1096-102. doi: 10.1093/cid/ciy223..
Keywords: Surgery, Healthcare-Associated Infections (HAIs), Infectious Diseases, Injuries and Wounds, Adverse Events, Hospitals, Payment, Patient Safety, Provider Performance
Grundmeier RW, Xiao R, Ross RK
Grundmeier RW, Xiao R, Ross RK, Ramos MJ, Karavite DJ, Michel JJ, Gerber JS, et al. Identifying surgical site infections in electronic health data using predictive models,.
The objective of this study was to prospectively derive and validate a prediction rule for detecting cases warranting investigation for surgical site infections (SSI) after ambulatory surgery. The investigators concluded that electronic health record data can facilitate SSI surveillance with adequate sensitivity and positive predictive value.
AHRQ-funded; HS020921.
Citation: Grundmeier RW, Xiao R, Ross RK .
Grundmeier RW, Xiao R, Ross RK, Ramos MJ, Karavite DJ, Michel JJ, Gerber JS, et al. Identifying surgical site infections in electronic health data using predictive models,.
J Am Med Inform Assoc 2018 Sep;25(9):1160-66. doi: 10.1093/jamia/ocy075..
Keywords: Healthcare-Associated Infections (HAIs), Injuries and Wounds, Surgery, Electronic Health Records (EHRs), Health Information Technology (HIT), Risk, Patient Safety, Adverse Events, Ambulatory Care and Surgery
Baker AW, Haridy S, Salem J
Performance of statistical process control methods for regional surgical site infection surveillance: a 10-year multicentre pilot study.
The authors performed a pilot study within a large network of community hospitals to evaluate performance of statistical process control (SPC) methods for detecting surgical site infections (SSI) outbreaks. Their findings illustrated the potential usefulness and feasibility of real-time SPC surveillance of SSI to rapidly identify outbreaks and improve patient safety. Further study is needed to optimize SPC chart selection and calculation, statistical outbreak detection rules and the process for reacting to signals of potential outbreaks.
AHRQ-funded; HS023821.
Citation: Baker AW, Haridy S, Salem J .
Performance of statistical process control methods for regional surgical site infection surveillance: a 10-year multicentre pilot study.
BMJ Qual Saf 2018 Aug;27(8):600-10. doi: 10.1136/bmjqs-2017-006474..
Keywords: Healthcare-Associated Infections (HAIs), Patient Safety, Surgery, Hospitals, Public Health, Prevention, Adverse Events
Wahl TS, Patel FC, Goss LE
The obese colorectal surgery patient: surgical site infection and outcomes.
The purpose of this study was to understand the association between BMI and 30-day postoperative outcomes, including surgical site infection, among patients undergoing colorectal surgery. The study found that patients with increasing BMI showed an incremental and independent risk for adverse 30-day postoperative outcomes, especially surgical site infections.
AHRQ-funded; HS013852
Citation: Wahl TS, Patel FC, Goss LE .
The obese colorectal surgery patient: surgical site infection and outcomes.
Dis Colon Rectum 2018 Aug;61(8):938-45. doi: 10.1097/dcr.0000000000001085..
Keywords: Adverse Events, Healthcare-Associated Infections (HAIs), Obesity, Patient-Centered Outcomes Research, Surgery
Skube SJ, Hu Z, Arsoniadis EG
Characterizing surgical site infection signals in clinical notes.
Building off of previous work for automated and semi-automated surgical site infections (SSIs) detection using expert-derived "strong features" from clinical notes, researchers hypothesized that additional SSI phrases may be contained in clinical notes. They systematically characterized phrases and expressions associated with SSIs. While 83 percent of expert-derived original terms overlapped with new terms and modifiers, an additional 362 modifiers associated with both positive and negative SSI signals were identified.
AHRQ-funded; HS024532.
Citation: Skube SJ, Hu Z, Arsoniadis EG .
Characterizing surgical site infection signals in clinical notes.
Stud Health Technol Inform 2017;245:955-59.
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Keywords: Healthcare-Associated Infections (HAIs), Surgery, Injuries and Wounds, Patient Safety, Adverse Events, Quality Improvement, Quality of Care
Jackson SS, Leekha S, Magder LS
Electronically available comorbidities should be used in surgical site infection risk adjustment.
A multicenter retrospective cohort study of patients undergoing surgical procedures at 28 US hospitals was performed. The authors developed a well-performing risk adjustment model for surgical site infections (SSI) using electronically available comorbidities. Healthcare-associated infections, such as SSIs, are used by the Centers for Medicare and Medicaid Services (CMS) as pay-for-performance metrics. The authors recommended that comorbidity-based risk adjustment should be strongly considered by the Centers for Disease Control and Prevention and CMS to adequately compare SSI rates across hospitals.
AHRQ-funded; HS022291.
Citation: Jackson SS, Leekha S, Magder LS .
Electronically available comorbidities should be used in surgical site infection risk adjustment.
Clin Infect Dis 2017 Sep 1;65(5):803-10. doi: 10.1093/cid/cix431..
Keywords: Healthcare-Associated Infections (HAIs), Surgery, Patient Safety, Risk, Injuries and Wounds, Adverse Events
Olsen MA, Nickel KB, Fraser VJ
Prevalence and predictors of postdischarge antibiotic use following mastectomy.
This study determined utilization, predictors, and outcomes of postdischarge prophylactic antibiotics after mastectomy with or without immediate breast reconstruction. The study conclude that prophylactic postdischarge antibiotics are commonly prescribed after mastectomy; immediate reconstruction is the strongest predictor. The authors recommended stewardship efforts in this population to limit continuation of prophylactic antibiotics after discharge are needed to limit antimicrobial resistance.
AHRQ-funded; HS019455.
Citation: Olsen MA, Nickel KB, Fraser VJ .
Prevalence and predictors of postdischarge antibiotic use following mastectomy.
Infect Control Hosp Epidemiol 2017 Sep;38(9):1048-54. doi: 10.1017/ice.2017.128.
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Keywords: Antibiotics, Healthcare-Associated Infections (HAIs), Medication, Patient Safety, Surgery, Injuries and Wounds, Prevention, Adverse Events, Risk
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
Sears ED, Momoh AO, Chung KC
A national study of the impact of delayed flap timing for treatment of patients with deep sternal wound infection.
This study aimed to evaluate the impact of delayed flap closure on mortality and resource use for treatment of deep sternal wound infection. The timing of flap closure was delayed more than 7 days after diagnosis in 39 percent of patients. The study concluded that delay in flap closure was associated with greater mortality and resource use.
AHRQ-funded; HS023313.
Citation: Sears ED, Momoh AO, Chung KC .
A national study of the impact of delayed flap timing for treatment of patients with deep sternal wound infection.
Plast Reconstr Surg 2017 Aug;140(2):390-400. doi: 10.1097/prs.0000000000003514.
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Keywords: Injuries and Wounds, Surgery, Healthcare-Associated Infections (HAIs), Adverse Events, Patient-Centered Outcomes Research
Obremskey WT, Schmidt AH, O'Toole RV
A prospective randomized trial to assess oral versus intravenous antibiotics for the treatment of postoperative wound infection after extremity fractures (POvIV study).
The POvIV study is a prospective, multicenter, randomized trial to compare oral (PO) with intravenous (IV) antibiotic therapy in patients with postoperative wound infections after extremity fractures. This study will be the largest prospective randomized trial to evaluate the safety and effectiveness of PO antibiotic use for treatment of postoperative wound infections. Results will inform clinician decisions on antibiotic delivery in patients with postoperative wound infections.
AHRQ-funded; HS000029.
Citation: Obremskey WT, Schmidt AH, O'Toole RV .
A prospective randomized trial to assess oral versus intravenous antibiotics for the treatment of postoperative wound infection after extremity fractures (POvIV study).
J Orthop Trauma 2017 Apr;31 Suppl 1:S32-s38. doi: 10.1097/bot.0000000000000802.
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Keywords: Antibiotics, Surgery, Injuries and Wounds, Healthcare-Associated Infections (HAIs), Comparative Effectiveness, Medication, Patient Safety, Adverse Events, Prevention, Patient-Centered Outcomes Research, Outcomes
Hu Z, Melton GB, Arsoniadis EG
Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record.
Proper handling of missing data is important for many secondary uses of electronic health record (EHR) data. Data imputation methods can be used to handle missing data, but their use for postoperative complication detection is unclear. Overall, models with missing data imputation almost always outperformed reference models without imputation that included only cases with complete data for detection of SSI overall achieving very good average area under the curve values.
AHRQ-funded; HS024532.
Citation: Hu Z, Melton GB, Arsoniadis EG .
Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record.
J Biomed Inform 2017 Apr;68:112-20. doi: 10.1016/j.jbi.2017.03.009.
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Keywords: Data, Electronic Health Records (EHRs), Healthcare-Associated Infections (HAIs), Registries, Surgery, Injuries and Wounds, Health Information Technology (HIT), Quality Improvement, Quality of Care, Adverse Events