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Scott RD, Culler SD, Baggs J, Reddy SC, Slifka KJ, Magill SS, Kazakova SV, Jernigan JA, Nelson RE, Rosenman RE, Wandschneider PR. Measuring the Direct Medical Costs of Hospital-Onset Infections Using an Analogy Costing Framework. PHARMACOECONOMICS 2024; 42:1127-1144. [PMID: 38967909 PMCID: PMC11405445 DOI: 10.1007/s40273-024-01400-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND The majority of recent estimates on the direct medical cost attributable to hospital-onset infections (HOIs) has focused on device- or procedure-associated HOIs. The attributable costs of HOIs that are not associated with device use or procedures have not been extensively studied. OBJECTIVE We developed simulation models of attributable cost for 16 HOIs and estimated the total direct medical cost, including nondevice-related HOIs in the USA for 2011 and 2015. DATA AND METHODS We used total discharge costs associated with HOI-related hospitalization from the National Inpatient Sample and applied an analogy costing methodology to develop simulation models of the costs attributable to HOIs. The mean attributable cost estimate from the simulation analysis was then multiplied by previously published estimates of the number of HOIs for 2011 and 2015 to generate national estimates of direct medical costs. RESULTS After adjusting all estimates to 2017 US dollars, attributable cost estimates for select nondevice-related infections attributable cost estimates ranged from $7661 for ear, eye, nose, throat, and mouth (EENTM) infections to $27,709 for cardiovascular system infections in 2011; and from $8394 for EENTM to $26,445 for central nervous system infections in 2016 (based on 2015 incidence data). The national direct medical costs for all HOIs were $14.6 billion in 2011 and $12.1 billion in 2016. Nondevice- and nonprocedure-associated HOIs comprise approximately 26-28% of total HOI costs. CONCLUSION Results suggest that nondevice- and nonprocedure-related HOIs result in considerable costs to the healthcare system.
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Affiliation(s)
- R Douglas Scott
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA.
| | - Steven D Culler
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - James Baggs
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - Sujan C Reddy
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - Kara Jacobs Slifka
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - Shelley S Magill
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - Sophia V Kazakova
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - John A Jernigan
- Division of Healthcare Quality Promotion, US Centers for Disease Control and Prevention, 1600 Clifton Road, MS H16-3, Atlanta, GA, 30329-4027, USA
| | - Richard E Nelson
- IDEAS Center, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Robert E Rosenman
- Emeritus professor, The School of Economic Sciences, Washington State University, Pullman, WA, USA
- The Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Philip R Wandschneider
- Emeritus professor, The School of Economic Sciences, Washington State University, Pullman, WA, USA
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Markham JL, Burns A, Hall M, Molloy MJ, Stephens JR, McCoy E, Ugalde IT, Steiner MJ, Cotter JM, House SA, Collins ME, Yu AG, Tchou MJ, Shah SS. Outcomes associated with initial narrow-spectrum versus broad-spectrum antibiotics in children hospitalized with urinary tract infections. J Hosp Med 2024; 19:777-786. [PMID: 38734985 PMCID: PMC11371524 DOI: 10.1002/jhm.13390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/16/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024]
Abstract
OBJECTIVE The aim of this study is to describe the proportion of children hospitalized with urinary tract infections (UTIs) who receive initial narrow- versus broad-spectrum antibiotics across children's hospitals and explore whether the use of initial narrow-spectrum antibiotics is associated with different outcomes. DESIGN, SETTING AND PARTICIPANTS We performed a retrospective cohort analysis of children aged 2 months to 17 years hospitalized with UTI (inclusive of pyelonephritis) using the Pediatric Health Information System (PHIS) database. MAIN OUTCOME AND MEASURES We analyzed the proportions of children initially receiving narrow- versus broad-spectrum antibiotics; additionally, we compiled antibiogram data for common uropathogenic organisms from participating hospitals to compare with the observed antibiotic susceptibility patterns. We examined the association of antibiotic type with adjusted outcomes including length of stay (LOS), costs, and 7- and 30-day emergency department (ED) revisits and hospital readmissions. RESULTS We identified 10,740 hospitalizations for UTI across 39 hospitals. Approximately 5% of encounters demonstrated initial narrow-spectrum antibiotics, with hospital-level narrow-spectrum use ranging from <1% to 25%. Approximately 80% of hospital antibiograms demonstrated >80% Escherichia coli susceptibility to cefazolin. In adjusted models, those who received initial narrow-spectrum antibiotics had shorter LOS (narrow-spectrum: 33.1 [95% confidence interval; CI]: 30.8-35.4] h vs. broad-spectrum: 46.1 [95% CI: 44.1-48.2] h) and reduced costs (narrow-spectrum: $4570 [$3751-5568] versus broad-spectrum: $5699 [$5005-$6491]). There were no differences in ED revisits or hospital readmissions. In summary, children's hospitals have low rates of narrow-spectrum antibiotic use for UTIs despite many reporting high rates of cefazolin-susceptible E. coli. These findings, coupled with the observed decreased LOS and costs among those receiving narrow-spectrum antibiotics, highlight potential antibiotic stewardship opportunities.
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Affiliation(s)
- Jessica L Markham
- Department of Pediatrics, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
- Department of Pediatrics, University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Alaina Burns
- Department of Pharmacy, Children's Mercy Kansas City, University of Missouri-Kansas City School of Pharmacy, Kansas City, Missouri, USA
| | - Matthew Hall
- Department of Pediatrics, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
- Children's Hospital Association, Lenexa, Kansas, USA
| | - Matthew J Molloy
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - John R Stephens
- Departments of Medicine and Pediatrics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Elisha McCoy
- Department of Pediatrics, Le Bonheur Children's Hospital, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Irma T Ugalde
- Department of Emergency Medicine, McGovern Medical School, Houston, Texas, USA
| | - Michael J Steiner
- Departments of Medicine and Pediatrics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jillian M Cotter
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Samantha A House
- Department of Pediatrics, Dartmouth Health Children's, Lebanon, New Hampshire, USA
| | - Megan E Collins
- Department of Pediatrics, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
| | - Andrew G Yu
- Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas, USA
| | - Michael J Tchou
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Samir S Shah
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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3
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Starnes LS, Hall M, Williams DJ, Katz S, Clayton DB, Antoon JW, Bell D, Carroll AR, Gastineau KAB, Wolf R, Ngo ML, Herndon A, Brown CM, Freundlich K. Intravenous antibiotics for urinary tract infections in children with neurologic impairment. J Hosp Med 2024; 19:572-580. [PMID: 38558453 PMCID: PMC11222036 DOI: 10.1002/jhm.13349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/08/2024] [Accepted: 03/17/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Children with high-intensity neurologic impairment (HINI) have an increased risk of urinary tract infection (UTI) and prolonged intravenous (IV) antibiotic exposure. OBJECTIVE To determine the association between short (≤3 days) and long (>3 days) IV antibiotic courses and UTI treatment failure in hospitalized children with HINI. METHODS We performed a retrospective cohort study examining UTI hospitalizations at 49 hospitals in the Pediatric Health Information System from 2016 to 2021 for children (1-18 years) with HINI. The primary outcome was UTI readmission within 30 days. Our secondary outcome was the association of hospital-level variation in short IV antibiotic course use with readmission. Readmission rates were compared between short and long courses using multivariable regression. RESULTS Of 5612 hospitalizations, 3840 (68.4%) had short IV antibiotic courses. In our adjusted model, children with short IV courses were less likely than with long courses to have a 30-day UTI readmission (4.0%, 95% CI [3.6%, 4.5%] vs. 6.3%, 95% CI [5.1%, 7.8%]). Despite marked hospital-level variation in short IV course use (50.0%-87.5% of hospitalizations), there was no correlation with readmissions. CONCLUSIONS Children with HINI hospitalized with UTI had low UTI readmission rates, but those who received long IV antibiotic courses were more likely to experience UTI readmission versus those receiving short courses. While residual confounding may influence our results, we did not find that short IV courses impacted readmission at the hospital level despite variation in use across institutions. Long IV antibiotic courses are associated with risks and may not confer benefit in this population.
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Affiliation(s)
- Lauren S. Starnes
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Matt Hall
- Children’s Hospital Association, Lenexa, Kansas, USA
| | - Derek J. Williams
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sophie Katz
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Douglass B. Clayton
- Division of Pediatric Urology, Department of Urology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - James W. Antoon
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Deanna Bell
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Alison R. Carroll
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kelsey A. B. Gastineau
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ryan Wolf
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - My-Linh Ngo
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Alison Herndon
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Charlotte M. Brown
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Katherine Freundlich
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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4
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Carpenter K, Hinkle J, Snow K, Kalluri NS, Perkins R, Nakamura MM. Emergency Department Antibiotic Prescribing for Pediatric Urinary Tract Infections, 2011-2020. Pediatrics 2024; 154:e2023063930. [PMID: 38860307 DOI: 10.1542/peds.2023-063930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 04/10/2024] [Accepted: 04/18/2024] [Indexed: 06/12/2024] Open
Affiliation(s)
| | - Jane Hinkle
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | | | | | - Ryan Perkins
- Pulmonary Medicine
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
| | - Mari M Nakamura
- Divisions of Infectious Diseases
- Antimicrobial Stewardship Program, Boston Children's Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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5
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Molloy MJ, Morris C, Caldwell A, LaChance D, Woeste L, Lenk MA, Brady PW, Schondelmeyer AC. Increasing the Use of Enteral Antibiotics in Hospitalized Children With Uncomplicated Infections. Pediatrics 2024; 153:e2023062427. [PMID: 38712446 DOI: 10.1542/peds.2023-062427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/06/2024] [Indexed: 05/08/2024] Open
Abstract
BACKGROUND Route of administration is an important component of antimicrobial stewardship. Early transition from intravenous to enteral antibiotics in hospitalized children is associated with fewer catheter-related adverse events, as well as decreased costs and length of stay. Our aim was to increase the percentage of enteral antibiotic doses for hospital medicine patients with uncomplicated common bacterial infections (community-acquired pneumonia, skin and soft tissue infection, urinary tract infection, neck infection) from 50% to 80% in 6 months. METHODS We formed a multidisciplinary team to evaluate key drivers and design plan-do-study-act cycles. Interventions included provider education, structured discussion at existing team huddles, and pocket-sized printed information. Our primary measure was the percentage of antibiotic doses given enterally to patients receiving other enteral medications. Secondary measures included antibiotic cost, number of peripheral intravenous catheters, length of stay, and 7-day readmission. We used statistical process control charts to track our measures. RESULTS Over a 6-month baseline period and 12 months of improvement work, we observed 3183 antibiotic doses (888 in the baseline period, 2295 doses during improvement work). We observed an increase in the percentage of antibiotic doses given enterally per week for eligible patients from 50% to 67%. We observed decreased antibiotic costs and fewer peripheral intravenous catheters per encounter after the interventions. There was no change in length of stay or readmissions. CONCLUSIONS We observed increased enteral antibiotic doses for children hospitalized with common bacterial infections. Interventions targeting culture change and communication were associated with sustained improvement.
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Affiliation(s)
- Matthew J Molloy
- Divisions of Hospital Medicine
- Biomedical Informatics
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Calli Morris
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Alicia Caldwell
- Divisions of Hospital Medicine
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Dennis LaChance
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Laura Woeste
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Mary Anne Lenk
- James M. Anderson Center for Health System Excellence, Cincinnati Children's Hospital, Cincinnati, Ohio
| | - Patrick W Brady
- Divisions of Hospital Medicine
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- James M. Anderson Center for Health System Excellence, Cincinnati Children's Hospital, Cincinnati, Ohio
| | - Amanda C Schondelmeyer
- Divisions of Hospital Medicine
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- James M. Anderson Center for Health System Excellence, Cincinnati Children's Hospital, Cincinnati, Ohio
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6
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Graf T, Malay S, Frank E. Rate of Urinary Tract Infections, Bacteremia, and Meningitis in Preterm and Term Infants. Pediatrics 2024; 153:e2023062755. [PMID: 38477049 DOI: 10.1542/peds.2023-062755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND AND OBJECTIVES There are very limited data on the rate of urinary tract infections (UTI), bacteremia, and meningitis in preterm infants with fever. Many of the studies on the incidence of these infections excluded preterm infants. This study compared the rate of these infections in preterm infants born at 32-36 weeks to term infants born at 37-42 weeks. METHODS A multicenter observational cohort study was conducted to evaluate rates of UTI, bacteremia, and meningitis in term and preterm infants 8-60 days of age with a diagnosis of fever from 2016 through 2022 using encounter data from children's hospitals in the Pediatric Health Information System. RESULTS There were 19 507 total febrile infants identified, of which 2162 were preterm and 17 345 were term. Preterm infants had a lower rate of UTI than term infants (1.8% confidence interval [CI] [1.3-2.5] vs 3.0% CI [2.7-3.2], P = .001). Preterm and term infants did not have statistically different rates of bacteremia (1.5% CI [1.3-1.7] vs 1.2% CI [0.8-1.8], P = .44) or meningitis (0.16% CI [0.1-0.2] vs 0.05% CI [0-0.2], P = .36). CONCLUSIONS There was no difference in the rate of bacteremia or meningitis between term and preterm infants in a large multicenter cohort of febrile infants. Preterm infants had a lower rate of UTI than term infants. This is the first multicenter study to compare UTI, bacteremia, and meningitis between term and preterm febrile infants.
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Affiliation(s)
| | - Sindhoosha Malay
- Department of Pediatrics, Rainbow Babies and Children's Hospital/Case Western Reserve University, Cleveland, Ohio
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7
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Liang D, Wang ME, Dahlen A, Liao Y, Saunders AC, Coon ER, Schroeder AR. Incidence of Pediatric Urinary Tract Infections Before and During the COVID-19 Pandemic. JAMA Netw Open 2024; 7:e2350061. [PMID: 38170521 PMCID: PMC10765266 DOI: 10.1001/jamanetworkopen.2023.50061] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 11/14/2023] [Indexed: 01/05/2024] Open
Abstract
IMPORTANCE Urinary tract infection (UTI) is common in children, but the population incidence is largely unknown. Controversy surrounds the optimal diagnostic criteria and how to balance the risks of undertreatment and overtreatment. Changes in health care use during the COVID-19 pandemic created a natural experiment to examine health care use and UTI diagnosis and outcomes. OBJECTIVES To examine the population incidence of UTI in children and assess the changes of the COVID-19 pandemic regarding UTI diagnoses and measures of UTI severity. DESIGN, SETTING, AND PARTICIPANTS This retrospective observational cohort study used US commercial claims data from privately insured patients aged 0 to 17 years from January 1, 2016, to December 31, 2021. EXPOSURE Time periods included prepandemic (January 1, 2016, to February 29, 2020), early pandemic (April 1 to June 30, 2020), and midpandemic (July 1, 2020, to December 31, 2021). MAIN OUTCOMES AND MEASURES The primary outcome was the incidence of UTI, defined as having a UTI diagnosis code with an accompanying antibiotic prescription. Balancing measures included measures of UTI severity, including hospitalizations and intensive care unit admissions. Trends were evaluated using an interrupted time-series analysis. RESULTS The cohort included 13 221 117 enrollees aged 0 to 17 years, with males representing 6 744 250 (51.0%) of the population. The mean incidence of UTI diagnoses was 1.300 (95% CI, 1.296-1.304) UTIs per 100 patient-years. The UTI incidence was 0.86 per 100 patient-years at age 0 to 1 year, 1.58 per 100 patient-years at 2 to 5 years, 1.24 per 100 patient-years at 6 to 11 years, and 1.37 per 100 patient-years at 12 to 17 years, and was higher in females vs males (2.48 [95% CI, 2.46-2.50] vs 0.180 [95% CI, 0.178-0.182] per 100 patient-years). Compared with prepandemic trends, UTIs decreased in the early pandemic: -33.1% (95% CI, -39.4% to -26.1%) for all children and -52.1% (95% CI, -62.1% to -39.5%) in a subgroup of infants aged 60 days or younger. However, all measures of UTI severity decreased or were not significantly different. The UTI incidence returned to near prepandemic rates (-4.3%; 95% CI, -32.0% to 34.6% for all children) after the first 3 months of the pandemic. CONCLUSIONS AND RELEVANCE In this cohort study, UTI diagnosis decreased during the early pandemic period without an increase in measures of disease severity, suggesting that reduced overdiagnosis and/or reduced misdiagnosis may be an explanatory factor.
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Affiliation(s)
- Danni Liang
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Marie E. Wang
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Alex Dahlen
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
| | - Yungting Liao
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Andrew C. Saunders
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Eric R. Coon
- Department of Pediatrics, Primary Children’s Hospital and University of Utah School of Medicine, Salt Lake City
| | - Alan R. Schroeder
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
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8
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Raffaele JL, Sharma M, Berger S, Mitchell M, Lee C, Morrison J, Prasad M, Combs MD, Molas-Torreblanca K, Wood JK, Van Meurs A, Westphal K, Sawani A, Banker SL, Lee J, King C, Halvorson EE, Potisek NM. Prevalence of Invasive Bacterial Infection in Hypothermic Young Infants: A Multisite Study. J Pediatr 2023; 258:113407. [PMID: 37023947 DOI: 10.1016/j.jpeds.2023.113407] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 03/03/2023] [Accepted: 03/25/2023] [Indexed: 04/08/2023]
Abstract
OBJECTIVE To determine the prevalence of bacteremia and meningitis (invasive bacterial infection [IBI]) in hypothermic young infants, and also to determine the prevalence of serious bacterial infections (SBI) and neonatal herpes simplex virus and to identify characteristics associated with IBI. STUDY DESIGN We conducted a retrospective cohort study of infants ≤90 days of age who presented to 1 of 9 hospitals with historical or documented hypothermia (temperature ≤36.0°C) from September 1, 2017, to May 5, 2021. Infants were identified by billing codes or electronic medical record search of hypothermic temperatures. All charts were manually reviewed. Infants with hypothermia during birth hospitalization, and febrile infants were excluded. IBI was defined as positive blood culture and/or cerebrospinal fluid culture treated as a pathogenic organism, whereas SBI also included urinary tract infection. We used multivariable mixed-effects logistic regression to identify associations between exposure variables and IBI. RESULTS Overall, 1098 young infants met the inclusion criteria. IBI prevalence was 2.1% (95% CI, 1.3-2.9) (bacteremia 1.8%; bacterial meningitis 0.5%). SBI prevalence was 4.4% (95% CI, 3.2-5.6), and neonatal herpes simplex virus prevalence was 1.3% (95% CI, 0.6-1.9). Significant associations were found between IBI and repeated temperature instability (OR, 4.9; 95% CI, 1.3-18.1), white blood cell count abnormalities (OR, 4.8; 95% CI, 1.8-13.1), and thrombocytopenia (OR, 5.0; 95% CI, 1.4-17.0). CONCLUSIONS IBI prevalence in hypothermic young infants is 2.1%. Further understanding of characteristics associated with IBI can guide the development decision tools for management of hypothermic young infants.
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Affiliation(s)
- Jennifer L Raffaele
- Department of Pediatrics, University of South Carolina School of Medicine Greenville, Prisma Health Children's Hospital-Upstate, Greenville, NC.
| | - Meenu Sharma
- Department of Pediatrics, University of Alabama Heersink School of Medicine, Birmingham, AL
| | - Stephanie Berger
- Department of Pediatrics, University of Alabama Heersink School of Medicine, Birmingham, AL
| | - Meredith Mitchell
- Department of Pediatrics, Children's Hospital of Richmond at Virginia Commonwealth University, Richmond, VA
| | - Clifton Lee
- Department of Pediatrics, Children's Hospital of Richmond at Virginia Commonwealth University, Richmond, VA
| | - John Morrison
- Division of Pediatric Hospital Medicine, Johns Hopkins All Children's Hospital, St. Petersburg, FL; Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Madhuri Prasad
- Division of Pediatric Hospital Medicine, Johns Hopkins All Children's Hospital, St. Petersburg, FL
| | - Monica D Combs
- Department of Pediatrics, Keck School of Medicine of USC, Children's Hospital Los Angeles, Los Angeles, CA
| | - Kira Molas-Torreblanca
- Department of Pediatrics, Keck School of Medicine of USC, Children's Hospital Los Angeles, Los Angeles, CA
| | - Julie K Wood
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Annalise Van Meurs
- Department of Pediatrics, Oregon Health and Science University, Doernbecher Children's Hospital, Portland, OR
| | - Kathryn Westphal
- Division of Hospital Medicine, Nationwide Children's Hospital, Columbus, OH; Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH
| | - Ali Sawani
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH
| | - Sumeet L Banker
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons and New York-Presbyterian, New York, NY
| | - Jennifer Lee
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons and New York-Presbyterian, New York, NY
| | - Coleton King
- Department of Psychology, Clemson University, Clemson, SC
| | - Elizabeth E Halvorson
- Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Nicholas M Potisek
- Department of Pediatrics, University of South Carolina School of Medicine Greenville, Prisma Health Children's Hospital-Upstate, Greenville, NC; Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC
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9
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Auger KA, Hall M, Arnold SD, Bhumbra S, Bryan MA, Hartley D, Ivancie R, Katragadda H, Kazmier K, Jacob SA, Jerardi KE, Molloy MJ, Parikh K, Schondelmeyer AC, Shah SS, Brady PW. Identifying and Validating Pediatric Hospitalizations for MIS-C Through Administrative Data. Pediatrics 2023; 151:e2022059872. [PMID: 37102310 PMCID: PMC10158076 DOI: 10.1542/peds.2022-059872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/09/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Individual children's hospitals care for a small number of patients with multisystem inflammatory syndrome in children (MIS-C). Administrative databases offer an opportunity to conduct generalizable research; however, identifying patients with MIS-C is challenging. METHODS We developed and validated algorithms to identify MIS-C hospitalizations in administrative databases. We developed 10 approaches using diagnostic codes and medication billing data and applied them to the Pediatric Health Information System from January 2020 to August 2021. We reviewed medical records at 7 geographically diverse hospitals to compare potential cases of MIS-C identified by algorithms to each participating hospital's list of patients with MIS-C (used for public health reporting). RESULTS The sites had 245 hospitalizations for MIS-C in 2020 and 358 additional MIS-C hospitalizations through August 2021. One algorithm for the identification of cases in 2020 had a sensitivity of 82%, a low false positive rate of 22%, and a positive predictive value (PPV) of 78%. For hospitalizations in 2021, the sensitivity of the MIS-C diagnosis code was 98% with 84% PPV. CONCLUSION We developed high-sensitivity algorithms to use for epidemiologic research and high-PPV algorithms for comparative effectiveness research. Accurate algorithms to identify MIS-C hospitalizations can facilitate important research for understanding this novel entity as it evolves during new waves.
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Affiliation(s)
- Katherine A. Auger
- Division of Hospital Medicine
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
| | - Matt Hall
- Children’s Hospital Association, Lenexa, Kansas
| | - Staci D. Arnold
- Department of Pediatrics, Emory University, Aflac Cancer and Blood Disorders Center at Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Samina Bhumbra
- Ryan White Center for Pediatric Infectious Disease and Global Health, Department of Pediatrics
| | - Mersine A. Bryan
- Department of Pediatrics, University of Washington, Seattle, Washington
- Seattle Children’s Research Institute, Seattle, Washington
| | - David Hartley
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
| | - Rebecca Ivancie
- Department of Pediatrics, Stanford School of Medicine, Stanford, California
| | - Harita Katragadda
- Division of Pediatric Hospital Medicine
- Department of Pediatrics, UT Southwestern, Dallas, Texas
| | - Katie Kazmier
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Seethal A. Jacob
- Division of Pediatric Hematology Oncology, Indiana University School of Medicine, Indianapolis, Indiana
| | - Karen E. Jerardi
- Division of Hospital Medicine
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
| | | | - Kavita Parikh
- Division of Hospital Medicine, Children’s National Hospital, Washington, District of Columbia
- George Washington University School of Health Sciences, Washington, District of Columbia
| | - Amanda C. Schondelmeyer
- Division of Hospital Medicine
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
| | - Samir S. Shah
- Division of Hospital Medicine
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
| | - Patrick W. Brady
- Division of Hospital Medicine
- James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, Ohio
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10
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Lo YHJ, Graves C, Holland JL, Rogers AJ, Money N, Hashikawa AN, Ramgopal S. Temperature threshold in the screening of bacterial infections in young infants with hypothermia. Emerg Med J 2023; 40:189-194. [PMID: 36396347 DOI: 10.1136/emermed-2022-212575] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 11/07/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Young infants with hypothermia presenting to the emergency department (ED) are at risk for serious bacterial infections (SBI), however there is no consensus temperature to prompt evaluation for SBI among these children. We sought to statistically derive a temperature threshold to guide detection of SBI in young infants with hypothermia presenting to the ED. METHODS We performed a cross-sectional study of infants ≤90 days old presenting to four academic paediatric EDs in the United States of America from January 2015 through December 2019 with a rectal temperature of ≤36.4°C. Our primary outcomes were SBI, defined as urinary tract infection (UTI), bacteraemia and/or bacterial meningitis, and invasive bacterial infections (IBI, limited to bacteraemia and/or bacterial meningitis). We constructed receiver operating characteristic (ROC) curves to evaluate an optimally derived cutpoint for minimum ED temperature and presence of SBI or IBI. RESULTS We included 3376 infants, of whom SBI were found in 62 (1.8%) and IBI in 16 (0.5%). The most common infection identified was Escherichia coli UTI. Overall, cohort minimum median temperature was 36.2°C (IQR 36.0°C-36.4°C). Patients with SBI and IBI had lower median temperatures, 35.8°C (IQR 35.8°C-36.3°C) and 35.4°C (IQR 35.7°C-36.3°C), respectively, compared with those without corresponding infections (both p<0.05). Using an outcome of SBI, the area under the ROC curve (AUROC) was 61.0% (95% CI 54.1% to 67.9%). At a cutpoint of 36.2°C, sensitivity was 59.7% and specificity was 59.2%. When using an outcome of IBI, the AUROC was 65.9% (95% CI 51.1% to 80.6%). Using a cutpoint of 36.1°C in this model resulted in a sensitivity of 68.8% and specificity of 60.1%. CONCLUSION Young infants with SBI and IBI presented with lower temperatures than infants without infections. However, there was no temperature threshold to reliably identify SBI or IBI. Further research incorporating clinical and laboratory parameters, in addition to temperature, may help to improve risk stratification for these vulnerable patients.
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Affiliation(s)
- Yu Hsiang Johnny Lo
- Emergency Medicine, NewYork-Presbyterian Hospital/Weill Cornell Medicine, New York, New York, USA
| | - Christopher Graves
- Emergency Medicine, Pediatric Emergency Medicine Associates (PEMA), Atlanta, Georgia, USA
| | | | - Alexander Joseph Rogers
- Emergency Medicine and Pediatrics, University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Nathan Money
- Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Andrew Nobuhide Hashikawa
- Emergency Medicine and Pediatrics, University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Sriram Ramgopal
- Emergency Medicine, Ann and Robert H Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
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11
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Searns JB, Rice JD, Bertin KB, Birkholz M, Barganier LB, Creech CB, Downes KJ, Hubbell BB, Kronman MP, Rolsma SL, Sydney GI, O'Leary ST, Parker SK, Dominguez SR. Using Administrative Billing Codes to Identify Acute Musculoskeletal Infections in Children. Hosp Pediatr 2023; 13:182-195. [PMID: 36601701 DOI: 10.1542/hpeds.2022-006821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND OBJECTIVES Acute hematogenous musculoskeletal infections (MSKI) are medical emergencies with the potential for life-altering complications in afflicted children. Leveraging administrative data to study pediatric MSKI is difficult as many infections are chronic, nonhematogenous, or occur in children with significant comorbidities. The objective of this study was to validate a case-finding algorithm to accurately identify children hospitalized with acute hematogenous MSKI using administrative billing codes. METHODS This was a multicenter validation study using the Pediatric Health Information System (PHIS) database. Hospital admissions for MSKI were identified from 6 PHIS hospitals using discharge diagnosis codes. A random subset of admissions underwent manual chart review at each site using predefined criteria to categorize each admission as either "acute hematogenous MSKI" (AH-MSKI) or "not acute hematogenous MSKI." Ten unique coding algorithms were developed using billing data. The sensitivity and specificity of each algorithm to identify AH-MSKI were calculated using chart review categorizations as the reference standard. RESULTS Of the 492 admissions randomly selected for manual review, 244 (49.6%) were classified as AH-MSKI and 248 (50.4%) as not acute hematogenous MSKI. Individual algorithm performance varied widely (sensitivity 31% to 91%; specificity 52% to 98%). Four algorithms demonstrated potential for future use with receiver operating characteristic area under the curve greater than 80%. CONCLUSIONS Identifying children with acute hematogenous MSKI based on discharge diagnosis alone is challenging as half have chronic or nonhematogenous infections. We validated several case-finding algorithms using administrative billing codes and detail them here for future use in pediatric MSKI outcomes.
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Affiliation(s)
- Justin B Searns
- Department of Pediatrics, Section of Hospital Medicine.,Department of Pediatrics, Section of Infectious Disease
| | - John D Rice
- Adult and Child Center for Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, Colorado.,Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, Colorado
| | - Kaitlyn B Bertin
- Adult and Child Center for Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, Colorado
| | | | - Lori B Barganier
- Department of Pediatrics, Section of Infectious Disease, Washington University School of Medicine, St. Louis, Missouri
| | - C Buddy Creech
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kevin J Downes
- Division of Infectious Diseases, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.,Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Brittany B Hubbell
- Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio.,Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Matthew P Kronman
- Department of Pediatrics, Section of Infectious Diseases, University of Washington, Seattle, Washington
| | - Stephanie L Rolsma
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Guy I Sydney
- Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Sean T O'Leary
- Department of Pediatrics, Section of Infectious Disease.,Adult and Child Center for Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, Colorado
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12
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Ramgopal S, Tidwell N, Shaikh N, Shope TR, Macy ML. Racial Differences in Urine Testing of Febrile Young Children Presenting to Pediatric Hospitals. J Racial Ethn Health Disparities 2022; 9:2468-2476. [PMID: 34780020 DOI: 10.1007/s40615-021-01182-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/28/2021] [Accepted: 10/30/2021] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Dating back to 2011, practice guidelines considered Black race a factor associated with lower risk of urinary tract infection (UTI). Race-based clinical decisions raise concerns about potential treatment disparities. We investigate urine testing (urinalysis and/or urine culture) among young febrile children in the emergency department (ED), revisits, and potential missed diagnoses by race/ethnicity. METHODS We performed a multicenter retrospective cohort study of children 2-24 months evaluated in 26 US EDs from 2009 to 2019 with a fever diagnosis. We evaluated longitudinal testing trends, constructed a generalized linear mixed-effects model to identify the association of race/ethnicity with testing, and characterized UTI diagnoses and ≤ 7-day revisits. RESULTS Of 734,730 included patients, 24.1% were Black. Variation in urine testing was observed by patient race/ethnicity (23.4% Black, 31.7% White, 33.9% Hispanic, 30.0% other race). Relative differences in testing persisted over time. Black patients had lower adjusted odds of testing (0.70, 95% confidence interval [CI] 0.69-0.71). Among patients with urine testing, 2.4% (95% CI 2.3-2.6%) of Black and 3.3% (95% CI 3.1-3.4%) of White patients were diagnosed with UTI. Among Black patients with urine testing on the index visit, 8.5% (95% CI 8.2-8.8%) had return visits compared to 7.6% (95% CI 7.5-7.8%) among those without urine testing on index visit. Among patients with urine testing on revisit, UTI diagnosis was similar by race/ethnicity. CONCLUSION Black patients had lower rates of urine testing and UTI diagnoses relative to other racial/ethnic groups. This was not associated with higher rates of missed diagnoses or unscheduled return visits.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. .,Division of Pediatric Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E Chicago Ave, Box 62, Chicago, IL, 60611, USA.
| | - Nichell Tidwell
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nader Shaikh
- Division of General Academic Pediatrics, Children's Hospital of Pittsburgh and the University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Timothy R Shope
- Mary Ann & J. Milburn Smith Child Health Outcomes, Research, and Evaluation Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Michelle L Macy
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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13
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Lo YHJ, Ramgopal S, Hashikawa AN, Cranford JA, Rogers AJ. Variability in emergency department management of hypothermic infants ≤90 days of age. Am J Emerg Med 2022; 60:121-127. [DOI: 10.1016/j.ajem.2022.07.058] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 11/24/2022] Open
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14
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Werder K, Ramesh B, Zhang R(S. Establishing Data Provenance for Responsible Artificial Intelligence Systems. ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS 2022. [DOI: 10.1145/3503488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Data provenance, a record that describes the origins and processing of data, offers new promises in the increasingly important role of artificial intelligence (AI)-based systems in guiding human decision making. To avoid disastrous outcomes that can result from bias-laden AI systems, responsible AI builds on four important characteristics: fairness, accountability, transparency, and explainability. To stimulate further research on data provenance that enables responsible AI, this study outlines existing biases and discusses possible implementations of data provenance to mitigate them. We first review biases stemming from the data's origins and pre-processing. We then discuss the current state of practice, the challenges it presents, and corresponding recommendations to address them. We present a summary highlighting how our recommendations can help establish data provenance and thereby mitigate biases stemming from the data's origins and pre-processing to realize responsible AI-based systems. We conclude with a research agenda suggesting further research avenues.
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Affiliation(s)
- Karl Werder
- Cologne Institute for Information Systems, University of Cologne, Albertus-Magnus-Platz, Köln, Germany
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15
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Saatchi A, Yoo JW, Schwartz KL, Silverman M, Morris AM, Patrick DM, McCormack J, Marra F. Quantifying the Gap between Expected and Actual Rates of Antibiotic Prescribing in British Columbia, Canada. Antibiotics (Basel) 2021; 10:1428. [PMID: 34827366 PMCID: PMC8615253 DOI: 10.3390/antibiotics10111428] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/13/2021] [Accepted: 11/19/2021] [Indexed: 11/16/2022] Open
Abstract
Despite decades of stewardship efforts to combat antimicrobial resistance and quantify changes in use, the quality of antibiotic use in British Columbia (BC) remains unknown. As the overuse and misuse of antibiotics drives antibiotic resistance, it is imperative to expand surveillance efforts to examine the quality of antibiotic prescriptions. In late 2019, Canadian expected rates of antibiotic prescribing were developed for common infections. These rates were utilized to quantify the gap between the observed rates of prescribing and Canadian expected rates for antibiotic use for the province of BC. The prescribing data were extracted and matched to physician billing systems using anonymized patient identifiers from 1 January 2000 to 31 December 2018. Outpatient prescribing was further subdivided into community and emergency department settings and stratified by the following age groups: <2 years, 2-18 years, and ≥19 years. The proportions of physician visits that received antibiotic prescription were compared against the Canadian expected rates to quantify the unnecessary use for 18 common indications. Respiratory tract infections (RTI), including acute bronchitis, acute sinusitis, and acute pharyngitis, reported significant levels of overprescribing. Across all ages and health care settings, prescribing for RTI indications occurred at rates 2-8 times higher than the expected rates recommended by a group of expert Canadian physicians. Understanding the magnitude of unnecessary prescribing is a first step in delineating the provincial prescribing quality. The quantification of antibiotic overuse offers concrete targets for provincial stewardship efforts to reduce unnecessary prescribing by an average of 30% across both outpatient and emergency care settings.
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Affiliation(s)
- Ariana Saatchi
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.S.); (J.-W.Y.); (J.M.)
| | - Ji-Won Yoo
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.S.); (J.-W.Y.); (J.M.)
| | - Kevin L. Schwartz
- Public Health Ontario, Toronto, ON M5G 1V2, Canada;
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
| | - Michael Silverman
- Lawson Health Research Institute, London, ON N6A 4V2, Canada;
- Faculty of Medicine, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Andrew M. Morris
- Sinai Health System, University Health Network and University of Toronto, Toronto, ON M5G 1L7, Canada;
| | - David M. Patrick
- British Columbia Centre for Disease Control, Vancouver, BC V5Z 4R4, Canada;
- School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - James McCormack
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.S.); (J.-W.Y.); (J.M.)
| | - Fawziah Marra
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.S.); (J.-W.Y.); (J.M.)
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16
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Tieder JS, Sullivan E, Stephans A, Hall M, DeLaroche AM, Wilkins V, Neuman MI, Mittal MK, Kane E, Jain S, Shastri N, Katsogridakis Y, Vachani JG, Hochreiter D, Kim E, Nicholson J, Bochner R, Murphy K. Risk Factors and Outcomes After a Brief Resolved Unexplained Event: A Multicenter Study. Pediatrics 2021; 148:peds.2020-036095. [PMID: 34168059 DOI: 10.1542/peds.2020-036095] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/03/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND The accuracy of the risk criteria for brief resolved unexplained events (BRUEs) from the American Academy of Pediatrics (AAP) is unknown. We sought to evaluate if AAP risk criteria and event characteristics predict BRUE outcomes. METHODS This retrospective cohort included infants <1 year of age evaluated in the emergency departments (EDs) of 15 pediatric and community hospitals for a BRUE between October 1, 2015, and September 30, 2018. A multivariable regression model was used to evaluate the association of AAP risk factors and event characteristics with risk for event recurrence, revisits, and serious diagnoses explaining the BRUE. RESULTS Of 2036 patients presenting with a BRUE, 87% had at least 1 AAP higher-risk factor. Revisits occurred in 6.9% of ED and 10.7% of hospital discharges. A serious diagnosis was made in 4.0% (82) of cases; 45% (37) of these diagnoses were identified after the index visit. The most common serious diagnoses included seizures (1.1% [23]) and airway abnormalities (0.64% [13]). Risk is increased for a serious underlying diagnosis for patients discharged from the ED with a history of a similar event, an event duration >1 minute, an abnormal medical history, and an altered responsiveness (P < .05). AAP risk criteria for all outcomes had a negative predictive value of 90% and a positive predictive value of 23%. CONCLUSIONS AAP BRUE risk criteria are used to accurately identify patients at low risk for event recurrence, readmission, and a serious underlying diagnosis; however, their use results in the inaccurate identification of many patients as higher risk. This is likely because many AAP risk factors, such as age, are not associated with these outcomes.
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Affiliation(s)
- Joel S Tieder
- Division of Hospital Medicine, Department of Pediatrics, Seattle Children's Hospital and School of Medicine, University of Washington, Seattle, Washington
| | | | - Allayne Stephans
- Division of Pediatric Hospital Medicine, Rainbow Babies and Children's Hospital, Cleveland, Ohio
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Amy M DeLaroche
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Children's Hospital of Michigan, Detroit, Michigan
| | - Victoria Wilkins
- Division of Pediatric Hospital Medicine, Primary Children's Hospital and University of Utah, Salt Lake City, Utah
| | | | - Manoj K Mittal
- Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Emily Kane
- Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Shobhit Jain
- Division of Emergency Medicine, Department of Pediatrics, Children's Mercy Hospital, Kansas City, Kansas
| | - Nirav Shastri
- Division of Emergency Medicine, Department of Pediatrics, Children's Mercy Hospital, Kansas City, Kansas
| | - Yiannis Katsogridakis
- Division of Emergency Medicine, Department of Pediatrics, Ann and Robert H. Lurie Children's Hospital of Chicago and Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Joyee G Vachani
- Section of Hospital Medicine, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
| | - Daniela Hochreiter
- Division of Hospital Medicine, Department of Pediatrics, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Edward Kim
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Riley Hospital for Children at Indiana University Health, Indianapolis, Indiana
| | | | - Risa Bochner
- Department of Pediatrics, State University of New York Downstate Health Sciences University and New York City Health and Hospitals/Kings County, Brooklyn, New York
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17
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DeLaroche AM, Hall M, Mittal MK, Neuman MI, Stephans A, Wilkins VL, Sullivan E, Cohen A, Kaplan RL, Shastri NL, Tieder JS. Accuracy of Diagnostic Codes for Identifying Brief Resolved Unexplained Events. Hosp Pediatr 2021; 11:726-749. [PMID: 34183363 DOI: 10.1542/hpeds.2020-005330] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVES To evaluate International Classification of Diseases, 10th Revision (ICD-10) coding strategies for the identification of patients with a brief resolved unexplained event (BRUE). METHODS Multicenter retrospective cohort study, including patients aged <1 year with an emergency department (ED) visit between October 1, 2015, and September 30, 2018, and an ICD-10 code for the following: (1) BRUE; (2) characteristics of BRUE; (3) serious underlying diagnoses presenting as a BRUE; and (4) nonserious diagnoses presenting as a BRUE. Sixteen algorithms were developed by using various combinations of these 4 groups of ICD-10 codes. Manual chart review was used to assess the performance of these ICD-10 algorithms for the identification of (1) patients presenting to an ED who met the American Academy of Pediatrics clinical definition for a BRUE and (2) the subset of these patients discharged from the ED or hospital without an explanation for the BRUE. RESULTS Of 4512 records reviewed, 1646 (36.5%) of these patients met the American Academy of Pediatrics criteria for BRUE on ED presentation, 1016 (61.7%) were hospitalized, and 959 (58.3%) had no explanation on discharge. Among ED discharges, the BRUE ICD-10 code alone was optimal for case ascertainment (sensitivity: 89.8% to 92.8%; positive predictive value: 51.7% to 72.0%). For hospitalized patients, ICD-10 codes related to the clinical characteristics of BRUE are preferred (specificity 93.2%, positive predictive value 32.7% to 46.3%). CONCLUSIONS The BRUE ICD-10 code and/or the diagnostic codes for the characteristics of BRUE are recommended, but the choice between approaches depends on the investigative purpose and the specific BRUE population and setting of interest.
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Affiliation(s)
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Manoj K Mittal
- Children's Hospital of Pennsylvania and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Mark I Neuman
- Division of Emergency Medicine, Boston Children's Hospital and Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Allayne Stephans
- University Hospitals, Rainbow Babies and Children's Hospital, Cleveland, Ohio
| | - Victoria L Wilkins
- Primary Children's Hospital and University of Utah, Salt Lake City, Utah
| | | | - Adam Cohen
- Section of Pediatric Hospital Medicine, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
| | - Ron L Kaplan
- Seattle Children's Hospital, Seattle, Washington.,Division of Hospital Medicine, Department of Pediatrics, Seattle Children's Hospital and the University of Washington School of Medicine, Seattle, Washington
| | - Nirav L Shastri
- Division of Emergency Medicine, Department of Pediatrics, Children's Mercy Hospital, Kansas City, Missouri
| | - Joel S Tieder
- Seattle Children's Hospital, Seattle, Washington.,Division of Hospital Medicine, Department of Pediatrics, Seattle Children's Hospital and the University of Washington School of Medicine, Seattle, Washington
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18
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Chao CT, Lee SY, Wang J, Chien KL, Huang JW. Frailty increases the risk for developing urinary tract infection among 79,887 patients with diabetic mellitus and chronic kidney disease. BMC Geriatr 2021; 21:349. [PMID: 34098883 PMCID: PMC8186134 DOI: 10.1186/s12877-021-02299-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 05/04/2021] [Indexed: 02/07/2023] Open
Abstract
Background Patients with diabetic mellitus (DM) and chronic kidney disease (CKD) are at an increased risk of urinary tract infection (UTI) due to their altered immunological integrity. These patients are similarly prone to developing frailty, a state of cumulative health deficits involving multiple domains and leading to adverse outcomes. Whether frailty predisposes affected individuals to UTI among patients with DM and CKD remains unclear. Methods A population-based cohort of patients with DM and CKD (n = 79,887) were assembled from the Longitudinal Cohort of Diabetes Patients, with their baseline frailty status measured by a modified FRAIL scale. We analyzed their risk of developing UTI depending on their severity of frailty, after accounting demographic profiles, lifestyle factors, comorbidities, concurrent medications, and major interventions. A secondary analysis focused on the risk of urosepsis related to frailty. Results Among all participants, 36.1 %, 50.3 %, 12.8 %, and 0.8 % did not have or had 1, 2, and ≥ 3 FRAIL items, respectively, at baseline. After 3.51 years, 11,175 UTI events occurred. Kaplan-Meier analysis showed that participants with DM, CKD and an increasing number of FRAIL items had successively higher incidence of UTI than those without any FRAIL items (log rank p < 0.001). Cox proportional hazard modeling revealed that after accounting for all confounders, those with more severe frailty exhibited a significantly higher risk of incident UTI (for groups of 1, 2, and ≥ 3 FRAIL items, hazard ratio 1.19, 1.24, and 1.43, respectively; all p < 0.001) than those without. An 11 % risk elevation for UTI could be observed for every FRAIL item increase. Participants with more severe frailty exhibited a trend of having higher risk of urosepsis as well. Conclusions Having frailty predicted a higher risk of developing UTI in the future in patients with DM and CKD. It would be prudent to screen for frailty in these patients and provide optimal frailty-directed management to attenuate their risk of UTI and improve their outcomes.
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Affiliation(s)
- Chia-Ter Chao
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital BeiHu Branch, Taipei, Taiwan.,Geriatric and Community Medicine Research Center, National Taiwan University Hospital BeiHu Branch, Taipei, Taiwan.,Graduate Institute of Toxicology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Szu-Ying Lee
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital Yunlin branch, Yunlin county, Taiwan
| | - Jui Wang
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Kuo-Liong Chien
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Jenq-Wen Huang
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital Yunlin branch, Yunlin county, Taiwan.
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19
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Chao CT, Lee SY, Wang J, Chien KL, Huang JW. Frailty increases the risk for developing urinary tract infection among 79,887 patients with diabetic mellitus and chronic kidney disease. BMC Geriatr 2021. [PMID: 34098883 DOI: 10.1186/s12877-021-02299-3[publishedonlinefirst:2021/06/09]] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/12/2023] Open
Abstract
BACKGROUND Patients with diabetic mellitus (DM) and chronic kidney disease (CKD) are at an increased risk of urinary tract infection (UTI) due to their altered immunological integrity. These patients are similarly prone to developing frailty, a state of cumulative health deficits involving multiple domains and leading to adverse outcomes. Whether frailty predisposes affected individuals to UTI among patients with DM and CKD remains unclear. METHODS A population-based cohort of patients with DM and CKD (n = 79,887) were assembled from the Longitudinal Cohort of Diabetes Patients, with their baseline frailty status measured by a modified FRAIL scale. We analyzed their risk of developing UTI depending on their severity of frailty, after accounting demographic profiles, lifestyle factors, comorbidities, concurrent medications, and major interventions. A secondary analysis focused on the risk of urosepsis related to frailty. RESULTS Among all participants, 36.1 %, 50.3 %, 12.8 %, and 0.8 % did not have or had 1, 2, and ≥ 3 FRAIL items, respectively, at baseline. After 3.51 years, 11,175 UTI events occurred. Kaplan-Meier analysis showed that participants with DM, CKD and an increasing number of FRAIL items had successively higher incidence of UTI than those without any FRAIL items (log rank p < 0.001). Cox proportional hazard modeling revealed that after accounting for all confounders, those with more severe frailty exhibited a significantly higher risk of incident UTI (for groups of 1, 2, and ≥ 3 FRAIL items, hazard ratio 1.19, 1.24, and 1.43, respectively; all p < 0.001) than those without. An 11 % risk elevation for UTI could be observed for every FRAIL item increase. Participants with more severe frailty exhibited a trend of having higher risk of urosepsis as well. CONCLUSIONS Having frailty predicted a higher risk of developing UTI in the future in patients with DM and CKD. It would be prudent to screen for frailty in these patients and provide optimal frailty-directed management to attenuate their risk of UTI and improve their outcomes.
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Affiliation(s)
- Chia-Ter Chao
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital BeiHu Branch, Taipei, Taiwan
- Geriatric and Community Medicine Research Center, National Taiwan University Hospital BeiHu Branch, Taipei, Taiwan
- Graduate Institute of Toxicology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Szu-Ying Lee
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital Yunlin branch, Yunlin county, Taiwan
| | - Jui Wang
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Kuo-Liong Chien
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Jenq-Wen Huang
- Nephrology division, Department of Internal Medicine, National Taiwan University Hospital Yunlin branch, Yunlin county, Taiwan.
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Cotter JM, Hall M, Girdwood ST, Stephens JR, Markham JL, Gay JC, Shah SS. Opportunities for Stewardship in the Transition From Intravenous to Enteral Antibiotics in Hospitalized Pediatric Patients. J Hosp Med 2021; 16:70-76. [PMID: 33496660 PMCID: PMC7850597 DOI: 10.12788/jhm.3538] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/16/2020] [Accepted: 09/18/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND/OBJECTIVE Pediatric patients hospitalized with bacterial infections often receive intravenous (IV) antibiotics. Early transition to enteral antibiotics can reduce hospital duration, cost, and complications. We aimed to identify opportunities to transition from IV to enteral antibiotics, describe variation of transition among hospitals, and evaluate feasibility of novel stewardship metrics. METHODS This multisite retrospective cohort study used the Pediatric Health Information System to identify pediatric patients hospitalized with pneumonia, neck infection, orbital infection, urinary tract infection (UTI), osteomyelitis, septic arthritis, or skin and soft tissue infection (SSTI) between 2017 and 2018. Opportunity days were defined as days on which patients received both IV antibiotics and enteral medications, suggesting enteral tolerance. Percent opportunity was defined as opportunity days divided by days on any antibiotics. Both outcomes excluded IV antibiotics that have no alternative oral formulation. We evaluated outcomes per infection and antibiotic and assessed across-hospital variation. RESULTS We identified 88,522 aggregate opportunity days in 100,103 hospitalizations. On 57% of the antibiotic days, there was an opportunity to switch patients to enteral therapy, with greatest opportunity days in SSTI, neck infection, and pneumonia encounters, and with clindamycin, ceftriaxone, and ampicillin-sulbactam. Percent opportunity varied by infection (73% in septic arthritis to 40% in pneumonia). There was significant across-hospital variation in percent opportunity for all infections. CONCLUSION This multicenter study demonstrated the potential opportunity to transition from IV to enteral therapy in over half of antibiotic days. Opportunity varied by infection, antibiotic, and hospital. Across-hospital variation demonstrated likely missed opportunities for earlier transition and the need to define optimal transition times. Stewardship efforts promoting earlier transition for highly bioavailable antibiotics could reduce healthcare utilization and promote high-value care. We identified feasible stewardship metrics.
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Affiliation(s)
- Jillian M Cotter
- Children’s Hospital Colorado, University of Colorado School of Medicine, Aurora, Colorado
| | - Matt Hall
- Children’s Hospital Association, Lenexa, Kansas
| | - Sonya Tang Girdwood
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - John R Stephens
- North Carolina Children’s Hospital, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jessica L Markham
- Children’s Mercy Kansas City, University of Missouri Kansas City (Kansas City, MO)
| | - James C Gay
- Monroe Carell Children’s Hospital at Vanderbilt, Nashville, Tennessee
| | - Samir S Shah
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio
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Validating Use of Electronic Health Data to Identify Patients with Urinary Tract Infections in Outpatient Settings. Antibiotics (Basel) 2020; 9:antibiotics9090536. [PMID: 32854205 PMCID: PMC7558992 DOI: 10.3390/antibiotics9090536] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 08/21/2020] [Accepted: 08/24/2020] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVE To validate the use of electronic algorithms based on International Classification of Diseases (ICD)-10 codes to identify outpatient visits for urinary tract infections (UTI), one of the most common reasons for antibiotic prescriptions. METHODS ICD-10 symptom codes (e.g., dysuria) alone or in addition to UTI diagnosis codes plus prescription of a UTI-relevant antibiotic were used to identify outpatient UTI visits. Chart review (gold standard) was performed by two reviewers to confirm diagnosis of UTI. The positive predictive value (PPV) that the visit was for UTI (based on chart review) was calculated for three different ICD-10 code algorithms using (1) symptoms only, (2) diagnosis only, or (3) both. RESULTS Of the 1087 visits analyzed, symptom codes only had the lowest PPV for UTI (PPV = 55.4%; 95%CI: 49.3-61.5%). Diagnosis codes alone resulted in a PPV of 85% (PPV = 84.9%; 95%CI: 81.1-88.2%). The highest PPV was obtained by using both symptom and diagnosis codes together to identify visits with UTI (PPV = 96.3%; 95%CI: 94.5-97.9%). CONCLUSIONS ICD-10 diagnosis codes with or without symptom codes reliably identify UTI visits; symptom codes alone are not reliable. ICD-10 based algorithms are a valid method to study UTIs in primary care settings.
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Pediatric ambulatory catheter-associated urinary tract infections (CAUTIs): Incidence, risk factors, and patient outcomes. Infect Control Hosp Epidemiol 2020; 41:891-899. [PMID: 32498724 DOI: 10.1017/ice.2020.204] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Catheter-associated urinary tract infections (CAUTIs) occur frequently in pediatric inpatients, and they are associated with increased morbidity and cost. Few studies have investigated ambulatory CAUTIs, despite at-risk children utilizing home urinary catheterization. This retrospective cohort and case-control study determined incidence, risk factors, and outcomes of pediatric patients with ambulatory CAUTI. DESIGN Broad electronic queries identified potential patients with ambulatory urinary catheters, and direct chart review confirmed catheters and adjudicated whether ambulatory CAUTI occurred. CAUTI definitions included clean intermittent catheterization (CIC). Our matched case-control analysis assessed risk factors. SETTING Five urban, academic medical centers, part of the New York City Clinical Data Research Network. PATIENTS Potential patients were age <22 years who were seen between October 2010 and September 2015. RESULTS In total, 3,598 eligible patients were identified; 359 of these used ambulatory catheterization (representing186,616 ambulatory catheter days). Of these, 63 patients (18%) experienced 95 ambulatory CAUTIs. The overall ambulatory CAUTI incidence was 0.51 infections per 1,000 catheter days (1.35 for indwelling catheters and 0.47 for CIC; incidence rate ratio, 2.88). Patients with nonprivate medical insurance (odds ratio, 2.5; 95% confidence interval, 1.1-6.3) were significantly more likely to have ambulatory CAUTIs in bivariate models but not multivariable models. Also, 45% of ambulatory CAUTI resulted in hospitalization (median duration, 3 days); 5% resulted in intensive care admission; 47% underwent imaging; and 88% were treated with antibiotics. CONCLUSIONS Pediatric ambulatory CAUTIs occur in 18% of patients with catheters; they are associated with morbidity and healthcare utilization. Ambulatory indwelling catheter CAUTI incidence exceeded national inpatient incidence. Future quality improvement research to reduce these harmful infections is warranted.
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Improving Antibiotic Prescribing for Children With Urinary Tract Infection in Emergency and Urgent Care Settings. Pediatr Emerg Care 2020; 36:e332-e339. [PMID: 29298246 DOI: 10.1097/pec.0000000000001342] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Children with urinary tract infection (UTI) are often diagnosed in emergency and urgent care settings and increasingly are unnecessarily treated with broad-spectrum antibiotics. This study evaluated the effect of a quality improvement intervention on empiric antibiotic prescribing for the treatment of uncomplicated UTI in children. METHODS A local clinical pathway for uncomplicated UTI, introduced in June 2010, recommended empiric treatment with cephalexin, a narrow-spectrum (first-generation) cephalosporin antibiotic. A retrospective quasi-experimental study of pediatric patients older than 1 month presenting to emergency and urgent care settings from January 1, 2009, to December 31, 2014, with uncomplicated UTI was conducted. Hospitalized patients and those with chronic conditions or urogenital abnormalities were excluded. Control charts and interrupted time-series analysis were used to analyze the primary outcome of narrow-spectrum antibiotic prescribing rates and the balancing measures of 72-hour revisits, resistant bacterial isolates, and subsequent inpatient admissions for UTI. RESULTS A total of 2134 patients were included. There was an immediate and sustained significant increase in cephalexin prescribing before (19.2%) versus after (79.6%) pathway implementation and a concurrent significant decline in oral third-generation cephalosporin (cefixime) prescribing from 50.3% to 4.0%. There was no significant increase in 72-hour revisits, resistant bacterial isolates, or inpatient admissions for UTI. CONCLUSIONS A clinical pathway produced a significant and sustained increase in narrow-spectrum empiric antibiotic prescribing for pediatric UTI. Increased empiric cephalexin prescribing did not result in increased treatment failures or adverse patient outcomes. Future studies on implementing clinical pathways for children outside a pediatric hospital network are needed.
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Ramgopal S, Noorbakhsh KA, Pruitt CM, Aronson PL, Alpern ER, Hickey RW. Outcomes of Young Infants with Hypothermia Evaluated in the Emergency Department. J Pediatr 2020; 221:132-137.e2. [PMID: 32446472 DOI: 10.1016/j.jpeds.2020.03.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/11/2020] [Accepted: 03/02/2020] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To assess the prevalence of serious infections and mortality among infants ≤90 days of age presenting to the emergency department with hypothermia. STUDY DESIGN We performed a cross-sectional cohort study of infants ≤90 days presenting to any of 40 EDs in the Pediatric Health Information Systems between January 1, 2009, and December 31, 2018. Infants with an International Classification of Diseases, ninth or tenth edition, admission/discharge diagnosis code of hypothermia were included. We determined the prevalence of serious bacterial infection (urinary tract infection, bacteremia, and/or bacterial meningitis), pneumonia, herpes simplex virus (HSV) infection, and emergency department/hospital mortality. RESULTS We included 3565 infants (1633 male [50.9%] and 3225 ≤30 days of age [90.5%]). Most (65.0%) presented in the first week of life. There were 389 infants (10.8%) with a complex chronic condition. The prevalence of serious bacterial infection was 8.0% (n = 284), including 2.4% (n = 87) with urinary tract infection, 5.6% (n = 199) with bacteremia, and 0.3% (n = 11) with bacterial meningitis. There were 7 patients (0.2%) with neonatal HSV and 9 (0.3%) with pneumonia; 0.2% (n = 6) died. The presence of a complex chronic condition was associated with the presence of serious bacterial infection (P < .001) and was present in 3 of 6 patients who died. In a sensitivity analysis including patients with any diagnosis code of hypothermia (n = 8122), 14.9% had serious bacterial infection, 0.6% had HSV, and 3.3% had pneumonia; 2.0% died. CONCLUSIONS Of infants with hypothermia ≤90 days of age, 8.3% had serious bacterial infections or HSV. Compared with literature from febrile infants, hypothermia is associated with a high mortality rate. Complex chronic conditions were particularly associated with poor outcomes. Additional research is required to risk stratify young infants with hypothermia.
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Affiliation(s)
- Sriram Ramgopal
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL.
| | - Kathleen A Noorbakhsh
- Division of Pediatric Emergency Medicine, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Christopher M Pruitt
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Medical University of South Carolina, Charleston, SC
| | - Paul L Aronson
- Department of Pediatrics, Section of Pediatric Emergency Medicine, Yale School of Medicine, New Haven, CT; Department of Emergency Medicine, Section of Pediatric Emergency Medicine, Yale School of Medicine, New Haven, CT
| | - Elizabeth R Alpern
- Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Robert W Hickey
- Division of Pediatric Emergency Medicine, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA
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Leasure AC, King ZA, Torres-Lopez V, Murthy SB, Kamel H, Shoamanesh A, Al-Shahi Salman R, Rosand J, Ziai WC, Hanley DF, Woo D, Matouk CC, Sansing LH, Falcone GJ, Sheth KN. Racial/ethnic disparities in the risk of intracerebral hemorrhage recurrence. Neurology 2019; 94:e314-e322. [PMID: 31831597 DOI: 10.1212/wnl.0000000000008737] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 07/18/2019] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVE To estimate the risk of intracerebral hemorrhage (ICH) recurrence in a large, diverse, US-based population and to identify racial/ethnic and socioeconomic subgroups at higher risk. METHODS We performed a longitudinal analysis of prospectively collected claims data from all hospitalizations in nonfederal California hospitals between 2005 and 2011. We used validated diagnosis codes to identify nontraumatic ICH and our primary outcome of recurrent ICH. California residents who survived to discharge were included. We used log-rank tests for unadjusted analyses of survival across racial/ethnic groups and multivariable Cox proportional hazards regression to determine factors associated with risk of recurrence after adjusting for potential confounders. RESULTS We identified 31,355 California residents with first-recorded ICH who survived to discharge, of whom 15,548 (50%) were white, 6,174 (20%) were Hispanic, 4,205 (14%) were Asian, and 2,772 (9%) were black. There were 1,330 recurrences (4.1%) over a median follow-up of 2.9 years (interquartile range 3.8). The 1-year recurrence rate was 3.0% (95% confidence interval [CI] 2.8%-3.2%). In multivariable analysis, black participants (hazard ratio [HR] 1.22; 95% CI 1.01-1.48; p = 0.04) and Asian participants (HR 1.29; 95% CI 1.10-1.50; p = 0.001) had a higher risk of recurrence than white participants. Private insurance was associated with a significant reduction in risk compared to patients with Medicare (HR 0.60; 95% CI 0.50-0.73; p < 0.001), with consistent estimates across racial/ethnic groups. CONCLUSIONS Black and Asian patients had a higher risk of ICH recurrence than white patients, whereas private insurance was associated with reduced risk compared to those with Medicare. Further research is needed to determine the drivers of these disparities.
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Affiliation(s)
- Audrey C Leasure
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Zachary A King
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Victor Torres-Lopez
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Santosh B Murthy
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Hooman Kamel
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Ashkan Shoamanesh
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Rustam Al-Shahi Salman
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Jonathan Rosand
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Wendy C Ziai
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Daniel F Hanley
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Daniel Woo
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Charles C Matouk
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Lauren H Sansing
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Guido J Falcone
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH
| | - Kevin N Sheth
- From the Departments of Neurology (A.C.L., Z.A.K., V.T.-L., L.H.S., G.J.F., K.N.S.) and Neurosurgery (C.C.M.), Yale School of Medicine, New Haven, CT; Department of Neurology (S.B.M., H.K.), Weill Cornell Medicine, New York, NY; Department of Neurology (A.S.), McMaster University, Population Health Research Institute, Hamilton, Canada; Centre for Clinical Brain Sciences (R.A.-S.S.), University of Edinburgh, UK; Division of Neurocritical Care and Emergency Neurology and Henry and Allison McCance Center for Brain Health (J.R.), Massachusetts General Hospital, Harvard Medical School, Boston; Department of Neurology (W.C.Z., D.F.H.), Johns Hopkins University, Baltimore, MD; and Department of Neurology and Rehabilitation Medicine (D.W.), University of Cincinnati, OH.
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Nguyen DK, Friedlander S, Fleischman RJ, Zangwill KM. Length of Stay and Complications Associated With Febrile Infants <90 Days of Age Hospitalized in the United States, 2000-2012. Hosp Pediatr 2019; 8:746-752. [PMID: 30482790 DOI: 10.1542/hpeds.2018-0132] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
OBJECTIVES It is not known how changes in the epidemiology of serious bacterial infection (SBI) and greater availability of rapid viral diagnostic tests have impacted the hospital length of stay (LOS) and associated complications among young infants with suspected SBI. METHODS We used national administrative data from the Healthcare Cost and Utilization Project Kids' Inpatient Database and other state-specific data to identify febrile infants <90 days of age hospitalized in 2000, 2003, 2006, 2009, and 2012. We used multivariate analysis to determine LOS, risk factors for prolonged LOS, and complications of care among infants with isolated fever or viral respiratory disease, without concomitant serious infection. RESULTS We identified 44 875 infants. LOS for each clinical group did not change over time in a clinically significant way. Mean LOS was ≤2 days for approximately two-thirds of all infants and ≥4 days for 11% in each clinical group. Factors associated with longer LOS included age <31 days, critical clinical status, concomitant chronic disease, and the presence of complications (P < .05). We identified 289 (0.8%) infants with 351 complications of care, 18 (6%) of whom had >1. These infants had longer LOS (P < .001), and those with chronic disease and older age were at increased risk (P < .01). CONCLUSIONS Despite the changing epidemiology of SBI and increased availability of viral diagnostic testing, we did not detect a clinically significant change in LOS for febrile infants with suspected SBI. Complications associated with hospitalization of these infants was associated with increased LOS.
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Affiliation(s)
- Diana K Nguyen
- Division of Pediatric Infectious Diseases, Departments of Pediatrics and
| | - Scott Friedlander
- Los Angeles Biomedical Research Institute, Harbor-University of California, Los Angeles Medical Center, Torrance, California
| | - Ross J Fleischman
- Los Angeles Biomedical Research Institute, Harbor-University of California, Los Angeles Medical Center, Torrance, California.,Emergency Medicine, and
| | - Kenneth M Zangwill
- Division of Pediatric Infectious Diseases, Departments of Pediatrics and .,Los Angeles Biomedical Research Institute, Harbor-University of California, Los Angeles Medical Center, Torrance, California
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Wang ME, Biondi EA, McCulloh RJ, Garber MD, Natt BC, Lucas BP, Schroeder AR. Testing for Meningitis in Febrile Well-Appearing Young Infants With a Positive Urinalysis. Pediatrics 2019; 144:peds.2018-3979. [PMID: 31395621 DOI: 10.1542/peds.2018-3979] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/28/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To determine factors associated with cerebrospinal fluid (CSF) testing in febrile young infants with a positive urinalysis and assess the probability of delayed diagnosis of bacterial meningitis in infants treated for urinary tract infection (UTI) without CSF testing. METHODS We performed a retrospective cohort study using data from the Reducing Excessive Variability in Infant Sepsis Evaluation quality improvement project. A total of 20 570 well-appearing febrile infants 7 to 60 days old presenting to 124 hospitals from 2015 to 2017 were included. A mixed-effects logistic regression was conducted to determine factors associated with CSF testing. Delayed meningitis was defined as a new diagnosis of bacterial meningitis within 7 days of discharge. RESULTS Overall, 3572 infants had a positive urinalysis; 2511 (70.3%) underwent CSF testing. There was wide variation by site, with CSF testing rates ranging from 64% to 100% for infants 7 to 30 days old and 10% to 100% for infants 31 to 60 days old. Factors associated with CSF testing included: age 7 to 30 days (adjusted odds ratio [aOR]: 4.6; 95% confidence interval [CI]: 3.8-5.5), abnormal inflammatory markers (aOR: 2.2; 95% CI: 1.8-2.5), and site volume >300 febrile infants per year (aOR: 1.8; 95% CI: 1.2-2.6). Among 505 infants treated for UTI without CSF testing, there were 0 (95% CI: 0%-0.6%) cases of delayed meningitis. CONCLUSIONS There was wide variation in CSF testing in febrile infants with a positive urinalysis. Among infants treated for UTI without CSF testing (mostly 31 to 60-day-old infants), there were no cases of delayed meningitis within 7 days of discharge, suggesting that routine CSF testing of infants 31 to 60 days old with a positive urinalysis may not be necessary.
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Affiliation(s)
- Marie E Wang
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Lucile Packard Children's Hospital Stanford and School of Medicine, Stanford University, Stanford, California;
| | - Eric A Biondi
- Division of Pediatric Hospital Medicine, Johns Hopkins Children's Center and School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Russell J McCulloh
- Division of Pediatric Hospital Medicine, University of Nebraska Medical Center and Children's Hospital and Medical Center, Omaha, Nebraska
| | - Matthew D Garber
- Division of Hospital Pediatrics, Department of Pediatrics, College of Medicine, University of Florida, Jacksonville, Florida
| | - Beth C Natt
- Department of Pediatrics, School of Medicine, University of Connecticut, Farmington, Connecticut; and
| | - Brian P Lucas
- The Dartmouth Institute for Health Policy and Clinical Practice and Department of Medicine, School of Medicine, Dartmouth College, Hanover, New Hampshire
| | - Alan R Schroeder
- Division of Pediatric Hospital Medicine, Department of Pediatrics, Lucile Packard Children's Hospital Stanford and School of Medicine, Stanford University, Stanford, California
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Antoon JW, Reilly PJ, Munns EH, Schwartz A, Lohr JA. Efficacy of Empiric Treatment of Urinary Tract Infections in Neonates and Young Infants. Glob Pediatr Health 2019; 6:2333794X19857999. [PMID: 31259211 PMCID: PMC6587387 DOI: 10.1177/2333794x19857999] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 05/21/2019] [Accepted: 05/26/2019] [Indexed: 11/21/2022] Open
Abstract
Background. The antibiotic resistance patterns of young infants with urinary tract infections (UTIs) have evolved over the past 2 decades. Whether current empiric antibiotic regimens are sufficient in this age group is unknown. Methods. A retrospective review of patients aged 0 to 60 days admitted with a UTI discharge diagnosis. Results. Overall susceptibility to empiric antibiotics was 87%. Antibiotic resistance and length of stay were highest among those who were afebrile, those admitted to the intensive care unit, and those with culture diagnosis of enterococcal infection. The sensitivity and specificity of ultrasound as a screening tool for genitourinary anomaly was 70% and 40%, respectively, with a positive predictive value of 31.8%. Conclusions. Empiric antibiotic regimens cover a high percentage of UTIs in infants. However, high rates of resistance and prolonged length of stay in patients with enterococcal infection highlight the need for continued surveillance of such patients in this age group.
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Affiliation(s)
- James W. Antoon
- University of Illinois at Chicago College of Medicine, IL, USA
- James W. Antoon, University of Illinois at Chicago, 840 South Wood Street, Chicago, IL 60612, USA.
| | - Paige J. Reilly
- University of Illinois at Chicago College of Medicine, IL, USA
| | - Erin H. Munns
- University of North Carolina at Chapel Hill School of Medicine, NC, USA
| | - Alan Schwartz
- University of Illinois at Chicago College of Medicine, IL, USA
| | - Jacob A. Lohr
- University of North Carolina at Chapel Hill School of Medicine, NC, USA
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Tchou MJ, Hall M, Shah SS, Johnson DP, Schroeder AR, Antoon JW, Genies MC, Quinonez R, Miller CW, Shah SP, Brady PW. Patterns of Electrolyte Testing at Children's Hospitals for Common Inpatient Diagnoses. Pediatrics 2019; 144:e20181644. [PMID: 31171587 PMCID: PMC6615522 DOI: 10.1542/peds.2018-1644] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Overuse of laboratory testing contributes substantially to health care waste, downstream resource use, and patient harm. Understanding patterns of variation in hospital-level testing across common inpatient diagnoses could identify outliers and inform waste-reduction efforts. METHODS We conducted a multicenter retrospective cohort study of pediatric inpatients at 41 children's hospitals using administrative data from 2010 to 2016. Initial electrolyte testing was defined as testing occurring within the first 2 days of an encounter, and repeat testing was defined as subsequent testing within an encounter in which initial testing occurred. To examine if testing rates correlated across diagnoses at the hospital level, we compared risk-adjusted rates for gastroenteritis with a weighted average of risk-adjusted rates in other diagnosis cohorts. For each diagnosis, linear regression was performed to compare initial and subsequent testing. RESULTS In 497 719 patient encounters, wide variation was observed across hospitals in adjusted, initial, and repeat testing rates. Hospital-specific rates of testing in gastroenteritis were moderately to strongly correlated with the weighted average of testing in other conditions (initial: r = 0.63; repeat r = 0.83). Within diagnoses, higher hospital-level initial testing rates were associated with significantly increased rates of subsequent testing for all diagnoses except gastroenteritis. CONCLUSIONS Among children's hospitals, rates of initial and repeat electrolyte testing vary widely across 8 common inpatient diagnoses. For most diagnoses, hospital-level rates of initial testing were associated with rates of subsequent testing. Consistent rates of testing across multiple diagnoses suggest that hospital-level factors, such as institutional culture, may influence decisions for electrolyte testing.
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Affiliation(s)
- Michael J Tchou
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio;
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas
| | - Samir S Shah
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - David P Johnson
- Division of Hospital Medicine, Department of Pediatrics, School of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Alan R Schroeder
- Department of Pediatrics, School of Medicine, Stanford University, Palo Alto, California
| | - James W Antoon
- Children's Hospital, University of Illinois, University of Illinois Hospital and Health Sciences System, Chicago, Illinois
| | - Marquita C Genies
- Department of Pediatrics, Johns Hopkins University, Baltimore, Maryland
| | - Ricardo Quinonez
- Section of Pediatric Hospital Medicine, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas
| | - Christopher W Miller
- Division of Pediatric Inpatient Medicine, Department of Pediatrics, University of Utah, Salt Lake City, Utah; and
| | - Snehal P Shah
- Division of Hospitalist Medicine, Department of Pediatrics, Washington University in St Louis, St Louis, Missouri
| | - Patrick W Brady
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
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Chaudhari PP, Monuteaux MC, Bachur RG. Management of Urinary Tract Infections in Young Children: Balancing Admission With the Risk of Emergency Department Revisits. Acad Pediatr 2019; 19:203-208. [PMID: 29864523 DOI: 10.1016/j.acap.2018.05.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Revised: 05/27/2018] [Accepted: 05/29/2018] [Indexed: 10/14/2022]
Abstract
OBJECTIVE Oral antibiotics effectively treat most pediatric urinary tract infections (UTIs); however, children with UTIs are frequently admitted. We examined variation and trends in admission for children with UTIs plus investigated the relationship between admission and emergency department (ED) revisits for those initially managed on an outpatient basis. We hypothesized that hospitals would have similar 3-day revisit rates regardless of the admission rate at the index visit. METHODS This was a retrospective analysis of 36 hospitals in the Pediatric Health Information System. ED visits for children aged <2 years presenting with UTI between 2010 and 2016 were studied. Main outcomes were age-stratified and included admission and 3-day ED revisit rates. Regression analyses were used to test hospital-level associations between outcomes and linear temporal trends. RESULTS A total of 41,792 visits were studied. The overall admission rate was 27%. The admission rate was 89% for children aged <2 months and 15% for those aged 2 to 24 months. Interhospital admission rates varied from 6% to 64%. Admission and revisit rates were inversely related (mean change, -0.07; 95% confidence interval [CI], -0.13 to -0.02 per 1% increase in admission rate); however, lower admission rates were not associated with increased revisits leading to admission (mean change, -0.02; 95% CI, -0.07 to 0.03). Over the study period, admission rates were stable (test for linear trend: adjusted odds ratio [aOR], 0.99; 95% CI, 0.95-1.02); however, among infants aged <2 months, admissions decreased (aOR, 0.92; 95% CI, 0.88-0.97). CONCLUSIONS A substantial variation in admission rates exists for children with UTI. Although hospitals with lower admission rates had higher revisit rates, those hospitals did not have an increase in revisits with subsequent admission, supporting the goal of outpatient management.
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Affiliation(s)
- Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Los Angeles, Calif (PP Chaudhari); and Division of Emergency Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Mass (MC Monuteaux and RG Bachur).
| | - Michael C Monuteaux
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Los Angeles, Calif (PP Chaudhari); and Division of Emergency Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Mass (MC Monuteaux and RG Bachur)
| | - Richard G Bachur
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine of the University of Southern California, Los Angeles, Calif (PP Chaudhari); and Division of Emergency Medicine, Boston Children's Hospital and Harvard Medical School, Boston, Mass (MC Monuteaux and RG Bachur)
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Aronson PL, McCulloh RJ, Tieder JS, Nigrovic LE, Leazer RC, Alpern ER, Feldman EA, Balamuth F, Browning WL, Neuman MI. Application of the Rochester Criteria to Identify Febrile Infants With Bacteremia and Meningitis. Pediatr Emerg Care 2019; 35:22-27. [PMID: 29406479 PMCID: PMC6915062 DOI: 10.1097/pec.0000000000001421] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The Rochester criteria were developed to identify febrile infants aged 60 days or younger at low-risk of bacterial infection and do not include cerebrospinal fluid (CSF) testing. Prior studies have not specifically assessed criteria performance for bacteremia and bacterial meningitis (invasive bacterial infection). Our objective was to determine the sensitivity of the Rochester criteria for detection of invasive bacterial infection. METHODS Retrospective cohort study of febrile infants aged 60 days or younger with invasive bacterial infections evaluated at 8 pediatric emergency departments from July 1, 2012, to June 30, 2014. Potential cases were identified from the Pediatric Health Information System using International Classification of Diseases, Ninth Revision diagnosis codes for bacteremia, meningitis, urinary tract infection, and fever. Medical record review was then performed to confirm presence of an invasive bacterial infection and to evaluate the Rochester criteria: medical history, symptoms or ill appearance, results of urinalysis, complete blood count, CSF testing (if obtained), and blood, urine, and CSF culture. An invasive bacterial infection was defined as growth of pathogenic bacteria from blood or CSF culture. RESULTS Among 82 febrile infants aged 60 days or younger with invasive bacterial infection, the sensitivity of the Rochester criteria were 92.7% (95% confidence interval [CI], 84.9%-96.6%) overall, 91.7% (95% CI, 80.5%-96.7%) for neonates 28 days or younger, and 94.1% (95% CI, 80.9%-98.4%) for infants aged 29 to 60 days old. Six infants with bacteremia, including 1 neonate with bacterial meningitis, met low-risk criteria. CONCLUSIONS The Rochester criteria identified 92% of infants aged 60 days or younger with invasive bacterial infection. However, 1 neonate 28 days or younger with meningitis was classified as low-risk.
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Affiliation(s)
- Paul L. Aronson
- Departments of Pediatrics and Emergency Medicine, Section of Pediatric Emergency Medicine, Yale School of Medicine, New Haven, CT,§ Address Correspondence to: Paul L. Aronson, MD, Section of Pediatric Emergency Medicine, Yale School of Medicine, 100 York Street, Suite 1F, New Haven, CT, 06511. Phone: 203-737-7443, Fax: 203-737-7447,
| | - Russell J. McCulloh
- Division of Infectious Diseases, Department of Pediatrics, Children’s Mercy Hospital, University of Missouri–Kansas City School of Medicine, Kansas City, MO
| | - Joel S. Tieder
- Division of Hospital Medicine, Department of Pediatrics, Seattle Children’s Hospital, Seattle, WA,University of Washington School of Medicine, Seattle, WA
| | - Lise E. Nigrovic
- Division of Emergency Medicine, Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, MA
| | - Rianna C. Leazer
- Division of Hospital Medicine, Department of Pediatrics, Children’s Hospital of the King’s Daughters, Norfolk, VA
| | - Elizabeth R. Alpern
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | | | - Fran Balamuth
- The Center for Pediatric Clinical Effectiveness and Division of Emergency Medicine, Department of Pediatrics, The Children’s Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Whitney L. Browning
- Division of Hospital Medicine, Department of Pediatrics, The Monroe Carell Jr Children’s Hospital at Vanderbilt, Vanderbilt University School of Medicine, Nashville, TN
| | - Mark I. Neuman
- Division of Emergency Medicine, Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, MA
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Hwee J, Sung L, Kwong JC, Sutradhar R, Tu K, Pole JD. Use of physician billing claims to identify infections in children. PLoS One 2018; 13:e0207468. [PMID: 30419045 PMCID: PMC6231686 DOI: 10.1371/journal.pone.0207468] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 10/31/2018] [Indexed: 01/01/2023] Open
Abstract
While medical records have detailed information, they are limited in reach to the availability and accessibility of those records. On the other hand, administrative data while limited in scope, have a much further reach in coverage of an entire population. However, few studies have validated the use of administrative data for identifying infections in pediatric populations. Pediatric patients from Ontario, Canada aged <18 years were randomly sampled from the Electronic Medical Record Administrative data Linked Database (EMRALD). Using physician diagnoses from the electronic medical record (EMR) as the reference standard, we determined the criterion validity of physician billing claims in administrative data for identifying infectious disease syndromes from 2012 to 2014. Diagnosis codes were assessed by infection category (respiratory, skin and soft tissue, gastrointestinal, urinary tract and otitis externa) and for all infections combined. Sensitivity analyses assessed the performance if patients had more than one reason to visit the physician. We analysed 2,139 patients and found 33.3% of all visits were for an infection, and respiratory infections accounted for 67.6% of the infections. When we combined all infection categories, sensitivity was 0.74 (95% CI 0.70-0.77), specificity was 0.95 (95% CI 0.93-0.96), positive predictive value (PPV) was 0.87 (95% CI 0.84-0.90), and negative predictive value (NPV) was 0.88 (95% CI 0.86-0.89). For respiratory infections, sensitivity was 0.77 (95% CI 0.73-0.81), specificity was 0.96 (95% CI 0.95-0.97), PPV was 0.85 (95% CI 0.81-0.88), and NPV was 0.94 (95% CI 0.92-0.95). Similar performance was observed for skin and soft tissue, gastrointestinal, urinary tract, and otitis externa infections, but with lower sensitivity. Performance measures were highest when the patient visited the physician with only one health complaint. We found when using linked EMR data as the reference standard, administrative billing codes are reasonably accurate in identifying infections in a pediatric population.
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Affiliation(s)
- Jeremiah Hwee
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Lillian Sung
- Department of Pediatrics, Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Program in Child Health Evaluative Sciences, The Hospital for Sick Children, Peter Gilgan Centre for Research and Learning, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Jeffrey C. Kwong
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
- Toronto Western Family Health Team, University Health Network, Toronto, Ontario, Canada
| | - Rinku Sutradhar
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Karen Tu
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
- Toronto Western Family Health Team, University Health Network, Toronto, Ontario, Canada
| | - Jason D. Pole
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Pediatric Oncology Group of Ontario, Toronto, Ontario, Canada
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Chaudhari PP, Monuteaux MC, Bachur RG. Emergency Department Revisits After an Initial Parenteral Antibiotic Dose for UTI. Pediatrics 2018; 142:peds.2018-0900. [PMID: 30131437 DOI: 10.1542/peds.2018-0900] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/08/2018] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Although oral antibiotics are recommended for the management of most urinary tract infections (UTIs), the administration of parenteral antibiotics before emergency department (ED) discharge is common. We investigated the relationship between the administration of a single dose of parenteral antibiotics before ED discharge and revisits requiring admission among children with UTIs. METHODS A retrospective analysis of administrative data from 36 pediatric hospitals was performed. Patients aged 29 days to 2 years who were evaluated in the ED with a UTI between 2010 and 2016 were studied. Primary outcome was adjusted 3-day ED revisit rates resulting in admission. All revisits, regardless of disposition, served as a secondary outcome. Average treatment effects were estimated by using inverse probability weighted regression, with adjustment for demographic factors, diagnostic testing, ED medications, and hospital-level factors. RESULTS We studied 29 919 children with a median age of 8.6 (interquartile range: 5.1-13.8) months. Of those studied, 36% of the children received parenteral antibiotics before discharge. Patients who received parenteral antibiotics had similar adjusted rates of revisits leading to admission as those who did not receive parenteral antibiotics (1.3% vs 1.0%, respectively; risk difference: 0.3% [95% confidence interval: -0.01% to 0.6%]), although overall revisit rates were higher among patients who received parenteral antibiotics (4.8% vs 3.3%; risk difference 1.5% [95% confidence interval: 0.9% to 2.1%]). CONCLUSIONS Among discharged patients, a parenteral dose of antibiotics did not reduce revisits leading to admission, supporting the goal of discharging patients with oral antibiotics alone for most children with UTIs.
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Affiliation(s)
- Pradip P Chaudhari
- Division of Emergency and Transport Medicine, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, California; and
| | - Michael C Monuteaux
- Division of Emergency Medicine, Boston Children's Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Richard G Bachur
- Division of Emergency Medicine, Boston Children's Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts
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Does Payer Type Influence Pediatric Burn Outcomes? A National Study Using the Healthcare Cost and Utilization Project Kids' Inpatient Database. J Burn Care Res 2018; 37:314-20. [PMID: 26284632 DOI: 10.1097/bcr.0000000000000290] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Pediatric burns are a considerable source of injury in the United States. Socioeconomic status has been demonstrated to influence other disease outcomes. The goal of this study was to analyze national pediatric burn outcomes based on payer type. A retrospective study was designed using the Kids' Inpatient Database (KID), years 2000 to 2009. Patients 18 years of age and under with Major Diagnostic code number 22 for burn were included. A total of 22,965 patients were identified, estimating 37,856 discharges. Descriptive and bivariate statistics were performed. Multiple regression analysis was used to assess correlation of payer type with complications and length of stay (LOS). The majority of patients were Medicaid (52.3%). Medicaid patients were younger (4.25, P < .05), had a higher rate of being in the first quartile of their zipcode's income (46.26%, P < .05), and contained a higher proportion of African-Americans (30.01%, P < .05). Overall complication rate was higher among Medicaid patients than private insurance and self-pay patients (6.64 vs 5.51 and 4.35%, respectively, P = .11). Logistic regression analysis of complications showed that Medicaid coverage (P < .001) was associated with complications. The geometric mean LOS among Medicaid patients was 3.7 days compared with private insurance (3.5 days) and self-pay patients (3.1 days). Medicaid patients had longer LOS and more complications. Regression analysis revealed that payer type was a factor in LOS and overall complication rate. Identifying dissimilar outcomes based on patient and injury characteristics is critical in providing information on how to improve those outcomes.
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Afzal N, Mallipeddi VP, Sohn S, Liu H, Chaudhry R, Scott CG, Kullo IJ, Arruda-Olson AM. Natural language processing of clinical notes for identification of critical limb ischemia. Int J Med Inform 2018; 111:83-89. [PMID: 29425639 PMCID: PMC5808583 DOI: 10.1016/j.ijmedinf.2017.12.024] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 12/17/2017] [Accepted: 12/27/2017] [Indexed: 12/27/2022]
Abstract
BACKGROUND Critical limb ischemia (CLI) is a complication of advanced peripheral artery disease (PAD) with diagnosis based on the presence of clinical signs and symptoms. However, automated identification of cases from electronic health records (EHRs) is challenging due to absence of a single definitive International Classification of Diseases (ICD-9 or ICD-10) code for CLI. METHODS AND RESULTS In this study, we extend a previously validated natural language processing (NLP) algorithm for PAD identification to develop and validate a subphenotyping NLP algorithm (CLI-NLP) for identification of CLI cases from clinical notes. We compared performance of the CLI-NLP algorithm with CLI-related ICD-9 billing codes. The gold standard for validation was human abstraction of clinical notes from EHRs. Compared to billing codes the CLI-NLP algorithm had higher positive predictive value (PPV) (CLI-NLP 96%, billing codes 67%, p < 0.001), specificity (CLI-NLP 98%, billing codes 74%, p < 0.001) and F1-score (CLI-NLP 90%, billing codes 76%, p < 0.001). The sensitivity of these two methods was similar (CLI-NLP 84%; billing codes 88%; p < 0.12). CONCLUSIONS The CLI-NLP algorithm for identification of CLI from narrative clinical notes in an EHR had excellent PPV and has potential for translation to patient care as it will enable automated identification of CLI cases for quality projects, clinical decision support tools and support a learning healthcare system.
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Affiliation(s)
- Naveed Afzal
- Department of Health Sciences Research, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Vishnu Priya Mallipeddi
- Department of Cardiovascular Diseases, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Sunghwan Sohn
- Department of Health Sciences Research, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Hongfang Liu
- Department of Health Sciences Research, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Rajeev Chaudhry
- Division of Primary Care Medicine, Knowledge Delivery Center and Center for Innovation, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Christopher G Scott
- Department of Health Sciences Research, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Iftikhar J Kullo
- Department of Cardiovascular Diseases, Mayo Clinic and Mayo Foundation, Rochester, MN, United States
| | - Adelaide M Arruda-Olson
- Department of Cardiovascular Diseases, Mayo Clinic and Mayo Foundation, Rochester, MN, United States.
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Meropol SB, Haupt AA, Debanne SM. Incidence and Outcomes of Infections Caused by Multidrug-Resistant Enterobacteriaceae in Children, 2007-2015. J Pediatric Infect Dis Soc 2018; 7:36-45. [PMID: 28339695 PMCID: PMC5907863 DOI: 10.1093/jpids/piw093] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 01/02/2017] [Indexed: 12/17/2022]
Abstract
BACKGROUND The escalating incidence of invasive disease caused by multidrug-resistant Gram-negative enteric Enterobacteriaceae (MDR-GNE) is a global concern. Scant published studies in which the epidemiology of these infections in children is described exist; previous studies focused mainly on adults, described circumscribed populations, or lacked clinical detail. The objective of this study was to examine and describe the incidence, risk factors, and outcomes associated with MDR-GNE infection in children. METHODS In this cohort study, we used data from 48 children's hospitals maintained by the Pediatric Health Information System. We documented the proportion of MDR-GNE diagnoses among children's hospital patients aged 0 to <18 years who were diagnosed with an Enterobacteriaceae-associated infection between January 1, 2007, and March 31, 2015, and we analyzed the association between MDR-GNE infection and hospital length of stay and death before discharge. RESULTS During the study period, 107610 discharges included a diagnosis code for Enterobacteriaceae infection, 724 (0.7%) of which included MDR-GNE infection. The incidence of MDR-GNE, and the proportion of infections with Enterobacteriaceae organisms that were MDR-GNE increased over the study period; from 0.2% in 2007 to 1.5% by 2015 (test for trend < .001). Almost one-quarter (23%) of the infections in children hospitalized for MDR-GNE were nosocomial. Increased odds of MDR-GNE infection were associated with older age and comorbid illnesses. Lengths of stay in patients with MDR-GNE infection were increased 20% (95% confidence interval, 9.9%-30.5%; P < .001) over those without MDR-GNE infection; the increased odds for death did not reach statistical significance (1.46 [95% confidence interval, 0.98-2.18]; P = .06). Results were robust to sensitivity analyses. CONCLUSIONS The incidence of pediatric MDR-GNE infection increased during 2007-2015. MDR-GNE infection was associated with increased length of stay, and we found a trend toward increased risk of death. Infections with Gram-negative enteric bacilli are becoming increasingly difficult to treat; considering the global burden of these antimicrobial-resistant organisms, interventions to curtail or even reverse this trend are needed urgently.
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Affiliation(s)
- Sharon B Meropol
- Departments of Pediatrics, Case Western Reserve University School of Medicine, Cleveland, Ohio
- Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio
- Center for Child Health and Policy, Rainbow Babies and Children’s Hospital and Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Allison A Haupt
- Center for Child Health and Policy, Rainbow Babies and Children’s Hospital and Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Sara M Debanne
- Epidemiology and Biostatistics, Case Western Reserve University School of Medicine, Cleveland, Ohio
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Lewis-de Los Angeles WW, Thurm C, Hersh AL, Shah SS, Smith MJ, Gerber JS, Parker SK, Newland JG, Kronman MP, Lee BR, Brogan TV, Courter JD, Spaulding A, Patel SJ. Trends in Intravenous Antibiotic Duration for Urinary Tract Infections in Young Infants. Pediatrics 2017; 140:peds.2017-1021. [PMID: 29097611 DOI: 10.1542/peds.2017-1021] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/22/2017] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES To assess trends in the duration of intravenous (IV) antibiotics for urinary tract infections (UTIs) in infants ≤60 days old between 2005 and 2015 and determine if the duration of IV antibiotic treatment is associated with readmission. METHODS Retrospective analysis of infants ≤60 days old diagnosed with a UTI who were admitted to a children's hospital and received IV antibiotics. Infants were excluded if they had a previous surgery or comorbidities, bacteremia, or admission to the ICU. Data were analyzed from the Pediatric Health Information System database from 2005 through 2015. The primary outcome was readmission within 30 days for a UTI. RESULTS The proportion of infants ≤60 days old receiving 4 or more days of IV antibiotics (long IV treatment) decreased from 50% in 2005 to 19% in 2015. The proportion of infants ≤60 days old receiving long IV treatment at 46 children's hospitals varied between 3% and 59% and did not correlate with readmission (correlation coefficient 0.13; P = .37). In multivariable analysis, readmission for a UTI was associated with younger age and female sex but not duration of IV antibiotic therapy (adjusted odds ratio for long IV treatment: 0.93 [95% confidence interval 0.52-1.67]). CONCLUSIONS The proportion of infants ≤60 days old receiving long IV treatment decreased substantially from 2005 to 2015 without an increase in hospital readmissions. These findings support the safety of short-course IV antibiotic therapy for appropriately selected neonates.
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Affiliation(s)
| | - Cary Thurm
- Children's Hospital Association, Lenexa, Kansas
| | - Adam L Hersh
- Division of Pediatric Infectious Diseases, Department of Pediatrics, School of Medicine, University of Utah, Salt Lake City, Utah
| | - Samir S Shah
- Divisions of Hospital Medicine and Infectious Diseases and
| | - Michael J Smith
- Division of Pediatric Infectious Diseases, School of Medicine, University of Louisville, Louisville, Kentucky
| | - Jeffrey S Gerber
- Division of Infectious Diseases, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Sarah K Parker
- Department of Pediatrics, Children's Hospital Colorado and University of Colorado, Aurora, Colorado
| | - Jason G Newland
- Division of Pediatric Infectious Diseases, School of Medicine, Washington University, St Louis, Missouri
| | | | - Brian R Lee
- Division of Infectious Diseases, Children's Mercy Hospital, Kansas City, Missouri; and
| | - Thomas V Brogan
- Pediatric Critical Care Medicine, Seattle Children's Hospital, School of Medicine, University of Washington, Seattle, Washington
| | - Joshua D Courter
- Pharmacy, Cincinnati Children's Hospital Medical Center and College of Medicine, University of Cincinnati, Cincinnati, Ohio
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Garimella PS, Bartz TM, Ix JH, Chonchol M, Shlipak MG, Devarajan P, Bennett MR, Sarnak MJ. Urinary Uromodulin and Risk of Urinary Tract Infections: The Cardiovascular Health Study. Am J Kidney Dis 2017; 69:744-751. [PMID: 28029393 PMCID: PMC5409878 DOI: 10.1053/j.ajkd.2016.08.022] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 08/06/2016] [Indexed: 12/31/2022]
Abstract
BACKGROUND Laboratory studies suggest that urinary uromodulin, the most common protein in the urine of healthy adults, may protect against urinary tract infection (UTI). Epidemiologic studies evaluating this relationship in humans are lacking. STUDY DESIGN Prospective longitudinal cohort study. SETTING & PARTICIPANTS 953 participants enrolled in the Cardiovascular Health Study. PREDICTOR Uromodulin assayed using enzyme-linked immunosorbent assay in spot urine samples. OUTCOMES Composite of outpatient UTI events or UTI-related hospitalizations and each of them individually identified using International Classification of Diseases, Ninth Revision (ICD-9) codes using negative binomial regression with robust standard errors adjusted for age, race, sex, body mass index, diabetes, estimated glomerular filtration rate, and urinary albumin and urinary creatinine excretion. RESULTS Median uromodulin level was 25.9 (IQR, 17.3-38.9) μg/mL, mean age of participants was 78 years, 61% were women, and 15% were black. There were 331 outpatient UTI events and 87 UTI-related hospitalizations among 186 participants during a median 9.9 years of follow-up. Persons in the highest quartile (>38.93μg/mL) of uromodulin concentration had a significantly lower risk for the composite outcome (incidence rate ratio [IRR], 0.47; 95% CI, 0.29-0.79) compared with those in the lowest quartile (≤17.26μg/mL). This association remained significant for outpatient UTI events (highest vs lowest quartile even after excluding those with prior UTI: IRR, 0.42; 95% CI, 0.23-0.77). The direction of association with UTI hospitalization was similar, but not statistically significant (IRR, 0.78; 95% CI, 0.39-1.58). LIMITATIONS Use of ICD-9 codes to identify outcomes and lack of generalizability to younger populations. CONCLUSIONS High urinary uromodulin levels are associated with lower risk for UTI in older community-dwelling adults independent of traditional UTI risk factors. This finding supports prior laboratory data indicating a protective role of uromodulin against UTI. Further research is needed to understand if this may lead to new treatments to prevent or treat UTI.
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Affiliation(s)
| | | | - Joachim H Ix
- University of California San Diego, San Diego, CA
| | | | - Michael G Shlipak
- San Francisco VA Medical Center and the University of California San Francisco, San Francisco, CA
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Hackworth J, Askegard-Giesmann J, Rouse T, Benneyworth B. The trauma registry compared to All Patient Refined Diagnosis Groups (APR-DRG). Injury 2017; 48:1063-1068. [PMID: 28062099 DOI: 10.1016/j.injury.2016.12.026] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 12/20/2016] [Accepted: 12/26/2016] [Indexed: 02/02/2023]
Abstract
BACKGROUND Literature has shown there are significant differences between administrative databases and clinical registry data. Our objective was to compare the identification of trauma patients using All Patient Refined Diagnosis Related Groups (APR-DRG) as compared to the Trauma Registry and estimate the effects of those discrepancies on utilization. METHODS Admitted pediatric patients from 1/2012-12/2013 were abstracted from the trauma registry. The patients were linked to corresponding administrative data using the Pediatric Health Information System database at a single children's hospital. APR-DRGs referencing trauma were used to identify trauma patients. We compared variables related to utilization and diagnosis to determine the level of agreement between the two datasets. RESULTS There were 1942 trauma registry patients and 980 administrative records identified with trauma-specific APR-DRG during the study period. Forty-two percent (816/1942) of registry records had an associated trauma-specific APR-DRG; 69% of registry patients requiring ICU care had trauma APR-DRGs; 73% of registry patients with head injuries had trauma APR-DRGs. Only 21% of registry patients requiring surgical management had associated trauma APR-DRGs, and 12.5% of simple fractures had associated trauma APR-DRGs. CONCLUSION APR-DRGs appeared to only capture a fraction of the entire trauma population and it tends to be the more severely ill patients. As a result, the administrative data was not able to accurately answer hospital or operating room utilization as well as specific information on diagnosis categories regarding trauma patients. APR-DRG administrative data should not be used as the only data source for evaluating the needs of a trauma program.
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Affiliation(s)
- Jodi Hackworth
- Department of Trauma Services, Riley Hospital for Children at IU Health, Indianapolis, IN, United States.
| | | | - Thomas Rouse
- Department of Trauma Services, Riley Hospital for Children at IU Health, Indianapolis, IN, United States; Department of Surgery, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Brian Benneyworth
- Section of Pediatric Critical Care Medicine, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, United States; Children's Health Services Research, Indiana University School of Medicine, Indianapolis, IN, United States
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Wallace ZS, Lu N, Miloslavsky E, Unizony S, Stone JH, Choi HK. Nationwide Trends in Hospitalizations and In-Hospital Mortality in Granulomatosis With Polyangiitis (Wegener's). Arthritis Care Res (Hoboken) 2017; 69:915-921. [PMID: 27389595 DOI: 10.1002/acr.22976] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 06/21/2016] [Accepted: 06/28/2016] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Granulomatosis with polyangiitis (Wegener's) (GPA) is a type of antineutrophil cytoplasmic antibody-associated vasculitis that often entails severe end-organ damage and treatment-related complications that frequently lead to hospitalization and death. Nationwide trends in hospitalizations and in-hospital mortality over the past 2 decades are unknown and were evaluated in this study. METHODS Using the National Inpatient Sample, the largest all-payer inpatient database in the US, trends in hospitalizations with a discharge diagnosis of GPA (formerly Wegener's granulomatosis; International Classification of Disease, Ninth Revision, Clinical Modification code 446.4) between 1993 and 2011 were studied. Analyses were performed using hospital-level sampling weights to obtain US national estimates. RESULTS From 1993 to 2011, the annual hospitalization rate for patients with a principal diagnosis of GPA increased by 24%, from 5.1 to 6.3 per 1 million US persons (P < 0.0001 for trend); however, in-hospital deaths in this group declined by 73%, from 9.1% to 2.5% (P < 0.0001 for trend), resulting in a 66% net reduction in the annual in-hospital mortality rate. The median length of stay declined by 20%, from 6.9 days in 1993 to 5.5 days in 2011 (P = 0.0002 for trend). Infection was the most common principal discharge diagnosis when GPA was a secondary diagnosis, including among those who died during hospitalization. CONCLUSION The findings from these nationally representative, contemporary inpatient data indicate that the in-hospital mortality of GPA has declined substantially over the past 2 decades, while the overall hospitalization rate for GPA increased slightly. Infection remains a common principal hospitalization diagnosis among GPA patients, including hospitalizations resulting in mortality.
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Affiliation(s)
- Zachary S Wallace
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Na Lu
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Eli Miloslavsky
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sebastian Unizony
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - John H Stone
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hyon K Choi
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Rai SK, Aviña-Zubieta JA, McCormick N, De Vera MA, Shojania K, Sayre EC, Choi HK. The rising prevalence and incidence of gout in British Columbia, Canada: Population-based trends from 2000 to 2012. Semin Arthritis Rheum 2016; 46:451-456. [PMID: 28040245 DOI: 10.1016/j.semarthrit.2016.08.006] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 08/03/2016] [Accepted: 08/09/2016] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Gout is increasingly recognized as the most common form of inflammatory arthritis worldwide; however, no Canadian data on the disease burden of gout are available. We estimated the prevalence, incidence, prescription patterns, and comorbidity burden of gout in an entire Canadian province [British Columbia (BC)] over the last decade. METHODS We utilized PopulationData BC, a province-wide database, to estimate temporal trends in the prevalence and incidence of gout from 2000 to 2012, as well as according to age category. Annual estimates were age-sex-standardized using 2012 as the reference. We also examined annual trends in prescription patterns of common gout medications and assessed the comorbidity burden among gout patients in 2012. RESULTS The 2012 prevalence of gout was 3.8% among the overall population, and the incidence rate was 2.9 per 1000 person-years. Both gout prevalence and incidence increased substantially over the study period. This burden additionally increased according to age category, affecting over 8% of those ages 60-69 years in 2012. Approximately 22% of gout patients received a prescription for urate-lowering therapy (ULT), which remained stable over the study period, while colchicine and oral glucocorticoid use both increased modestly. By 2012, 72%, 52%, and 18% of prevalent gout patients had been diagnosed with hypertension, hyperlipidemia, and diabetes, respectively. CONCLUSIONS The burden of gout in BC, Canada, is substantial, and both the prevalence and incidence have increased over the past decade, while prescription of ULT remains low. These data support the need to improve gout prevention and care.
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Affiliation(s)
- Sharan K Rai
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Department of Experimental Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - J Antonio Aviña-Zubieta
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Department of Medicine, Division of Rheumatology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Natalie McCormick
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Mary A De Vera
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kam Shojania
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Department of Medicine, Division of Rheumatology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Eric C Sayre
- Arthritis Research Canada, Vancouver, British Columbia, Canada
| | - Hyon K Choi
- Arthritis Research Canada, Vancouver, British Columbia, Canada; Department of Medicine, Division of Rheumatology, Allergy, and Immunology, Massachusetts General Hospital, Harvard Medical School, Boston, MA.
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Hill DL, Carroll KW, Dai D, Faerber JA, Dougherty SL, Feudtner C. Identifying Communication-Impaired Pediatric Patients Using Detailed Hospital Administrative Data. Hosp Pediatr 2016; 6:456-467. [PMID: 27381628 DOI: 10.1542/hpeds.2015-0154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND AND OBJECTIVES Pediatric inpatients with communication impairment may experience inadequate pain and symptom management. Research regarding potential variation in care among patients with and without communication impairment is hampered because existing pediatric databases do not include information about patient communication ability per se, even though these data sets do contain information about diagnoses and medical interventions that are probably correlated with the probability of communication impairment. Our objective was to develop and evaluate a classification model to identify patients in a large administrative database likely to be communication impaired. METHODS Our sample included 236 hospitalized patients aged ≥12 months whose ability to communicate about pain had been assessed. We randomly split this sample into development (n = 118) and validation (n = 118) sets. A priori, we developed a set of specific diagnoses, technology dependencies, procedures, and medications recorded in the Pediatric Health Information System likely to be strongly associated with communication impairment. We used logistic regression modeling to calculate the probability of communication impairment for each patient in the development set, assessed the model performance, and evaluated the performance of the 11-variable model in the validation set. RESULTS In the validation sample, the classification model showed excellent classification accuracy (area under the receiver operating characteristic curve 0.92; sensitivity 82.6%; 95% confidence interval, 74%-100%; specificity 86.3%; 95% confidence interval, 80%-97%). For the complete sample, the predicted probability of communication impairment demonstrated excellent calibration with the observed communication impairment status. CONCLUSIONS Hospitalized pediatric patients with communication impairment can be accurately identified in a large hospital administrative database.
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Affiliation(s)
- Douglas L Hill
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and
| | - Karen W Carroll
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and
| | - Dingwei Dai
- Infomatics, Independence Blue Cross, Philadelphia, Pennsylvania
| | - Jennifer A Faerber
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and
| | - Susan L Dougherty
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and
| | - Chris Feudtner
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; and
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Nelson CP, Finkelstein JA, Logvinenko T, Schuster MA. Incidence of Urinary Tract Infection Among Siblings of Children With Vesicoureteral Reflux. Acad Pediatr 2016; 16:489-495. [PMID: 26589543 PMCID: PMC4867138 DOI: 10.1016/j.acap.2015.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Revised: 11/04/2015] [Accepted: 11/10/2015] [Indexed: 12/21/2022]
Abstract
BACKGROUND Siblings of children with vesicoureteral reflux (VUR) are at elevated risk of VUR. Screening siblings may identify VUR before a clinical illness such as a urinary tract infection (UTI), but the benefit of screening has not been demonstrated. We sought to determine the incidence of UTI among siblings, and we hypothesized that the sibling UTI rate is similar between screened and unscreened siblings. METHODS We performed a retrospective cohort analysis using insurance claims data (January 1, 2000, to December 31, 2009). Within each family, we identified the index VUR patient and siblings; we included siblings who were enrolled in the insurance plan from birth for at least 1 year. We identified siblings who were screened for VUR and/or had UTI. We investigated the association of screening and UTI, controlling for patient characteristics and clustering within families. RESULTS Among 617 siblings (associated with 497 index patients), 317 (51%) were girls. Median insurance enrollment time was 53.0 months, with 424 enrolled ≥3 years. Among those with 1 or 3 years of enrollment, the proportions of siblings who experienced UTI was 8.4% (52 of 617) and 10.4% (44 of 424), respectively. Median age at initial UTI was 32.7 months. A total of 223 siblings (36.0%) underwent sibling screening. There was no significant difference in UTI between screened and unscreened siblings (odds ratio 1.57, 95% confidence interval 0.87-2.85; P = .14). In multivariate analysis, screening was not associated with sibling UTI incidence (odds ratio 1.33, 95% confidence interval 0.68-2.60; P = .40). CONCLUSIONS Although UTI is relatively common among siblings of VUR patients, there was no statistically significant difference in UTI incidence between screened and unscreened siblings.
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Affiliation(s)
- Caleb P. Nelson
- Assistant Professor of Surgery and Pediatrics, Department of Surgery, Harvard Medical School; and Department of Urology, Boston Children’s Hospital, Boston, MA
| | - Jonathan A. Finkelstein
- Associate Professor of Pediatrics, Department of Pediatrics, Harvard Medical School; and Vice-Chair for Quality and Outcomes, Division of General Pediatrics, Department of Medicine, Boston Children’s Hospital, Boston, MA
| | - Tanya Logvinenko
- Senior Biostatistician, Clinical Research Center, Boston Children’s Hospital, Boston, MA
| | - Mark A. Schuster
- Professor of Pediatrics, Department of Pediatrics, Harvard Medical School; and Chief, Division of General Pediatrics, Department of Medicine, Boston Children’s Hospital, Boston, MA
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Biondi EA, McCulloh RJ, Leyenaar JK, Shin C, Van Wie N, Montalbano A, Williams DJ. Validation of Procedural Codes to Identify Infants Evaluated for Serious Bacterial Infection. Hosp Pediatr 2016; 6:103-107. [PMID: 26762289 DOI: 10.1542/hpeds.2015-0125] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
OBJECTIVE To validate a novel coding method using Current Procedural Terminology, Fourth Edition (CPT-4) codes for identifying infants who underwent a full evaluation for serious bacterial infection (SBI). METHODS We performed a multicenter, retrospective examination to determine the accuracy of a combination of CPT-4 codes for blood, cerebrospinal fluid (CSF), and urine cultures to identify previously healthy infants ≤90 days old admitted to a general care floor and fully evaluated for SBI. Full SBI evaluation was defined as blood, CSF, and urine cultures performed during the emergency department encounter or corresponding hospitalization. Cases were defined as infants who had codes for blood, CSF, and urine cultures (87040, 87070, and either 87086 or 87088), and these were compared with all other encounters. We validated these findings by comparing medical record documentation of blood, CSF, and urine cultures to the corresponding CPT-4 codes, with calculation of sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). RESULTS We identified 8548 qualifying encounters, and 347 (4%) had a combination of CPT-4 codes 87040, 87070, and either 87086 or 87088. This combination had a sensitivity of 100% (95% confidence interval, 98.9-100) and specificity of 98.2% (95% confidence interval, 97.3-98.8) for identifying infants who underwent full SBI evaluation for an unknown source. CONCLUSIONS CPT-4 codes provide an accurate means to identify infants who underwent complete SBI evaluation.
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Affiliation(s)
- Eric A Biondi
- Department of Pediatrics, University of Rochester Medical Center, Rochester, New York;
| | - Russell J McCulloh
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - JoAnna K Leyenaar
- Department of Pediatrics, Tufts University School of Medicine, Boston, Massachusetts; and
| | - Carmen Shin
- Department of Pediatrics, University of Rochester Medical Center, Rochester, New York
| | - Nikole Van Wie
- Department of Pediatrics, University of Rochester Medical Center, Rochester, New York
| | - Amanda Montalbano
- Department of Pediatrics, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri
| | - Derek J Williams
- Department of Pediatrics, Vanderbilt University School of Medicine, and the Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, Tennessee
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Aronson PL, Williams DJ, Thurm C, Tieder JS, Alpern ER, Nigrovic LE, Schondelmeyer AC, Balamuth F, Myers AL, McCulloh RJ, Alessandrini EA, Shah SS, Browning WL, Hayes KL, Feldman EA, Neuman MI. Accuracy of diagnosis codes to identify febrile young infants using administrative data. J Hosp Med 2015; 10:787-93. [PMID: 26248691 PMCID: PMC4715646 DOI: 10.1002/jhm.2441] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 06/11/2015] [Accepted: 07/18/2015] [Indexed: 12/20/2022]
Abstract
BACKGROUND Administrative data can be used to determine optimal management of febrile infants and aid clinical practice guideline development. OBJECTIVE Determine the most accurate International Classification of Diseases, Ninth Revision (ICD-9) diagnosis coding strategies for identification of febrile infants. DESIGN Retrospective cross-sectional study. SETTING Eight emergency departments in the Pediatric Health Information System. PATIENTS Infants aged <90 days evaluated between July 1, 2012 and June 30, 2013 were randomly selected for medical record review from 1 of 4 ICD-9 diagnosis code groups: (1) discharge diagnosis of fever, (2) admission diagnosis of fever without discharge diagnosis of fever, (3) discharge diagnosis of serious infection without diagnosis of fever, and (4) no diagnosis of fever or serious infection. EXPOSURE The ICD-9 diagnosis code groups were compared in 4 case-identification algorithms to a reference standard of fever ≥100.4°F documented in the medical record. MEASUREMENTS Algorithm predictive accuracy was measured using sensitivity, specificity, and negative and positive predictive values. RESULTS Among 1790 medical records reviewed, 766 (42.8%) infants had fever. Discharge diagnosis of fever demonstrated high specificity (98.2%, 95% confidence interval [CI]: 97.8-98.6) but low sensitivity (53.2%, 95% CI: 50.0-56.4). A case-identification algorithm of admission or discharge diagnosis of fever exhibited higher sensitivity (71.1%, 95% CI: 68.2-74.0), similar specificity (97.7%, 95% CI: 97.3-98.1), and the highest positive predictive value (86.9%, 95% CI: 84.5-89.3). CONCLUSIONS A case-identification strategy that includes admission or discharge diagnosis of fever should be considered for febrile infant studies using administrative data, though underclassification of patients is a potential limitation.
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Affiliation(s)
- Paul L. Aronson
- Department of Pediatrics, Section of Emergency Medicine, Yale School of Medicine, New Haven, CT
- Address correspondence to: Paul L. Aronson, MD, Section of Pediatric Emergency Medicine, Yale School of Medicine, 100 York Street, Suite 1F, New Haven, CT, 06511. Phone: 203-737-7443, Fax: 203-737-7447,
| | - Derek J. Williams
- Division of Hospital Medicine, Department of Pediatrics, The Monroe Carell Jr Children’s Hospital at Vanderbilt, Vanderbilt University School of Medicine, Nashville, TN
| | - Cary Thurm
- Children’s Hospital Association, Overland Park, KS
| | - Joel S. Tieder
- Division of Hospital Medicine, Department of Pediatrics, Seattle Children’s Hospital, University of Washington School of Medicine, Seattle, WA
| | - Elizabeth R. Alpern
- Division of Emergency Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lise E. Nigrovic
- Division of Emergency Medicine, Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, MA
| | - Amanda C. Schondelmeyer
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Fran Balamuth
- The Center for Pediatric Clinical Effectiveness and Division of Emergency Medicine, Department of Pediatrics, The Children’s Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Angela L. Myers
- Division of Infectious Diseases, Department of Pediatrics, Children’s Mercy Hospital, University of Missouri–Kansas City School of Medicine, Kansas City, MO
| | - Russell J. McCulloh
- Division of Infectious Diseases, Department of Pediatrics, Children’s Mercy Hospital, University of Missouri–Kansas City School of Medicine, Kansas City, MO
| | - Evaline A. Alessandrini
- James M. Anderson Center for Health Systems Excellence and Division of Emergency Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Samir S. Shah
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Infectious Diseases, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Whitney L. Browning
- Division of Hospital Medicine, Department of Pediatrics, The Monroe Carell Jr Children’s Hospital at Vanderbilt, Vanderbilt University School of Medicine, Nashville, TN
| | - Katie L. Hayes
- The Center for Pediatric Clinical Effectiveness and Division of Emergency Medicine, Department of Pediatrics, The Children’s Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Elana A. Feldman
- Division of Hospital Medicine, Department of Pediatrics, Seattle Children’s Hospital, University of Washington School of Medicine, Seattle, WA
| | - Mark I. Neuman
- Division of Emergency Medicine, Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, MA
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Balamuth F, Weiss SL, Hall M, Neuman MI, Scott H, Brady PW, Paul R, Farris RW, McClead R, Centkowski S, Baumer S, Weiser J, Hayes K, Shah SS, Alpern ER. Identifying Pediatric Severe Sepsis and Septic Shock: Accuracy of Diagnosis Codes. J Pediatr 2015; 167:1295-300.e4. [PMID: 26470685 PMCID: PMC4662908 DOI: 10.1016/j.jpeds.2015.09.027] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Revised: 08/24/2015] [Accepted: 09/08/2015] [Indexed: 10/22/2022]
Abstract
OBJECTIVES To evaluate accuracy of 2 established administrative methods of identifying children with sepsis using a medical record review reference standard. STUDY DESIGN Multicenter retrospective study at 6 US children's hospitals. Subjects were children >60 days to <19 years of age and identified in 4 groups based on International Classification of Diseases, Ninth Revision, Clinical Modification codes: (1) severe sepsis/septic shock (sepsis codes); (2) infection plus organ dysfunction (combination codes); (3) subjects without codes for infection, organ dysfunction, or severe sepsis; and (4) infection but not severe sepsis or organ dysfunction. Combination codes were allowed, but not required within the sepsis codes group. We determined the presence of reference standard severe sepsis according to consensus criteria. Logistic regression was performed to determine whether addition of codes for sepsis therapies improved case identification. RESULTS A total of 130 out of 432 subjects met reference SD of severe sepsis. Sepsis codes had sensitivity 73% (95% CI 70-86), specificity 92% (95% CI 87-95), and positive predictive value 79% (95% CI 70-86). Combination codes had sensitivity 15% (95% CI 9-22), specificity 71% (95% CI 65-76), and positive predictive value 18% (95% CI 11-27). Slight improvements in model characteristics were observed when codes for vasoactive medications and endotracheal intubation were added to sepsis codes (c-statistic 0.83 vs 0.87, P = .008). CONCLUSIONS Sepsis specific International Classification of Diseases, Ninth Revision, Clinical Modification codes identify pediatric patients with severe sepsis in administrative data more accurately than a combination of codes for infection plus organ dysfunction.
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Goudie A, Dynan L, Brady PW, Fieldston E, Brilli RJ, Walsh KE. Costs of Venous Thromboembolism, Catheter-Associated Urinary Tract Infection, and Pressure Ulcer. Pediatrics 2015; 136:432-9. [PMID: 26260712 DOI: 10.1542/peds.2015-1386] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/16/2015] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To estimate differences in the length of stay (LOS) and costs for comparable pediatric patients with and without venous thromboembolism (VTE), catheter-associated urinary tract infection (CAUTI), and pressure ulcer (PU). METHODS We identified at-risk children 1 to 17 years old with inpatient discharges in the Nationwide Inpatient Sample. We used a high dimensional propensity score matching method to adjust for case-mix at the patient level then estimated differences in the LOS and costs for comparable pediatric patients with and without VTE, CAUTI, and PU. RESULTS Incidence rates were 32 (VTE), 130 (CAUTI), and 3 (PU) per 10 000 at-risk patient discharges. Patients with VTE had an increased 8.1 inpatient days (95% confidence interval [CI]: 3.9 to 12.3) and excess average costs of $27 686 (95% CI: $11 137 to $44 235) compared with matched controls. Patients with CAUTI had an increased 2.4 inpatient days (95% CI: 1.2 to 3.6) and excess average costs of $7200 (95% CI: $2224 to $12 176). No statistical differences were found between patients with and without PU. CONCLUSIONS The significantly extended LOS highlights the substantial morbidity associated with these potentially preventable events. Hospitals seeking to develop programs targeting VTE and CAUTI should consider the improved turnover of beds made available by each event prevented.
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Affiliation(s)
- Anthony Goudie
- Center for Applied Research and Evaluation, Department of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas;
| | - Linda Dynan
- James M. Anderson Center for Health System Excellence, and Haile US Bank College of Business, Northern Kentucky University
| | - Patrick W Brady
- James M. Anderson Center for Health System Excellence, and Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Evan Fieldston
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Richard J Brilli
- Nationwide Children's Hospital, Columbus, Ohio; and Division of Pediatric Critical Care Medicine, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio
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Aronson PL, Thurm C, Williams DJ, Nigrovic LE, Alpern ER, Tieder JS, Shah SS, McCulloh RJ, Balamuth F, Schondelmeyer AC, Alessandrini EA, Browning WL, Myers AL, Neuman MI. Association of clinical practice guidelines with emergency department management of febrile infants ≤56 days of age. J Hosp Med 2015; 10:358-65. [PMID: 25684689 PMCID: PMC4456211 DOI: 10.1002/jhm.2329] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Revised: 12/31/2014] [Accepted: 01/15/2015] [Indexed: 11/10/2022]
Abstract
BACKGROUND Differences among febrile infant institutional clinical practice guidelines (CPGs) may contribute to practice variation and increased healthcare costs. OBJECTIVE Determine the association between pediatric emergency department (ED) CPGs and laboratory testing, hospitalization, ceftriaxone use, and costs in febrile infants. DESIGN Retrospective cross-sectional study in 2013. SETTING Thirty-three hospitals in the Pediatric Health Information System. PATIENTS Infants aged ≤56 days with a diagnosis of fever. EXPOSURES The presence and content of ED-based febrile infant CPGs assessed by electronic survey. MEASUREMENTS Using generalized estimating equations, we evaluated the association between CPG recommendations and rates of urine, blood, cerebrospinal fluid (CSF) testing, hospitalization, and ceftriaxone use at ED discharge in 2 age groups: ≤28 days and 29 to 56 days. We also assessed CPG impact on healthcare costs. RESULTS We included 9377 ED visits; 21 of 33 EDs (63.6%) had a CPG. For neonates ≤28 days, CPG recommendations did not vary and were not associated with differences in testing, hospitalization, or costs. Among infants 29 to 56 days, CPG recommendations for CSF testing and ceftriaxone use varied. CSF testing occurred less often at EDs with CPGs recommending limited testing compared to hospitals without CPGs (adjusted odds ratio: 0.5, 95% confidence interval: 0.3-0.8). Ceftriaxone use at ED discharge varied significantly based on CPG recommendations. Costs were higher for admitted and discharged infants 29 to 56 days old at hospitals with CPGs. CONCLUSIONS CPG recommendations for febrile infants 29 to 56 days old vary across institutions for CSF testing and ceftriaxone use, correlating with observed practice variation. CPGs were not associated with lower healthcare costs.
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Affiliation(s)
- Paul L. Aronson
- Department of Pediatrics, Section of Emergency Medicine, Yale School of Medicine, New Haven, CT
- Corresponding author Address correspondence to: Paul L. Aronson, MD, Section of Pediatric Emergency Medicine, Yale School of Medicine, 100 York Street, Suite 1F, New Haven, CT, 06511. Phone: 203-737-7443, Fax: 203-737-7447,
| | - Cary Thurm
- Children's Hospital Association, Overland Park, KS
| | - Derek J. Williams
- Division of Hospital Medicine, Department of Pediatrics, The Monroe Carell Jr Children's Hospital at Vanderbilt, Vanderbilt University School of Medicine, Nashville, TN
| | - Lise E. Nigrovic
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA
| | - Elizabeth R. Alpern
- Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Joel S. Tieder
- Division of Hospital Medicine, Department of Pediatrics, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA
| | - Samir S. Shah
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
- Division of Infectious Diseases, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Russell J. McCulloh
- Division of Infectious Diseases, Department of Pediatrics, Children's Mercy Hospital, University of Missouri–Kansas City School of Medicine, Kansas City, MO
| | - Fran Balamuth
- The Center for Pediatric Clinical Effectiveness and Division of Emergency Medicine, Department of Pediatrics, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Amanda C. Schondelmeyer
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Evaline A. Alessandrini
- James M. Anderson Center for Health Systems Excellence and Division of Emergency Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH
| | - Whitney L. Browning
- Division of Hospital Medicine, Department of Pediatrics, The Monroe Carell Jr Children's Hospital at Vanderbilt, Vanderbilt University School of Medicine, Nashville, TN
| | - Angela L. Myers
- Division of Infectious Diseases, Department of Pediatrics, Children's Mercy Hospital, University of Missouri–Kansas City School of Medicine, Kansas City, MO
| | - Mark I. Neuman
- Division of Emergency Medicine, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA
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The Validity of Hospital Discharge Data for Autologous Breast Reconstruction Research. Plast Reconstr Surg 2015; 135:368-374. [DOI: 10.1097/prs.0000000000000894] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Oral corticosteroids and the risk of serious infections in patients with elderly-onset inflammatory bowel diseases. Am J Gastroenterol 2014; 109:1795-802; quiz 1803. [PMID: 25267328 DOI: 10.1038/ajg.2014.313] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Accepted: 08/01/2014] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Systemic corticosteroids are among the most common anti-inflammatory treatments in elderly-onset inflammatory bowel disease (IBD) patients. Steroid use and older age each independently predisposes to infections, and infections increase mortality in hospitalized older IBD patients. Therefore, our objective was to examine the risk of serious infections in elderly-onset IBD patients treated with oral corticosteroids, and explore how the timing of exposure affects the risk estimates. METHODS Using the health-care databases of the province of Quebec, Canada, we conducted a population-based cohort study with a nested case-control analysis. Incident IBD patients aged ≥66 years were identified. Conditional logistic regression was performed to estimate crude and adjusted rate ratios (aRRs) with 95% confidence intervals (CIs). RESULTS We identified 3,522 elderly-onset patients, of which 564 cases with serious infections were identified during a mean 4.4 years of follow-up (incidence rate 3.7 per 100 per year) and matched to 2,646 controls. The rate of serious infections was significantly higher in those exposed to oral corticosteroids any time during the previous 6-month period compared with those nonexposed (aRR 2.3; 95% CI 1.8-2.9). Those currently exposed (within 45 days) had a higher risk (aRR 2.8; 95% CI 2.1-3.7). The residual effect of oral corticosteroids remained marginally statistically significant up to the 90-day period before the index date (aRR 1.7; 95% CI 1.0-2.7). CONCLUSIONS We found an excess relative risk for serious infections in elderly-onset IBD patients on oral corticosteroid therapy. Those with current exposure demonstrated a higher vulnerability to infections.
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