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Searns JB, Hall M, Birkholz M, Downes KJ, Hubbell BB, Kern-Goldberger AS, Markham JL, Newland JG, Rolsma SL, Wang ME, O'Leary ST, Dominguez SR, Parker SK, Kronman MP. Accuracy of pathogen diagnostic codes for acute hematogenous musculoskeletal infections in children. J Hosp Med 2025. [PMID: 39805809 DOI: 10.1002/jhm.13584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 11/27/2024] [Accepted: 12/06/2024] [Indexed: 01/16/2025]
Abstract
Administrative databases are powerful tools for pediatric research but lack patient-level microbiology results. This study aimed to determine the accuracy of pathogen discharge diagnosis codes for children hospitalized with acute hematogenous musculoskeletal infections (MSKIs). Medical records for 244 children hospitalized with acute hematogenous MSKIs were manually reviewed to determine which bacterial pathogen, if any, was identified for each MSKI based on microbiology results obtained during the hospitalization. Microbiology results for each patient were then compared to their discharge diagnoses in the Pediatric Health Information System (PHIS) database to determine the accuracy of pathogen discharge codes. Discharge diagnostic codes correctly matched the microbiology results in 89.3% of encounters. Sensitivity and specificity for Staphylococcus aureus discharge diagnostic codes were 88.6% and 96.4% respectively for methicillin-susceptible S. aureus and 92.9% and 99.5% for methicillin-resistant S. aureus. Pathogen discharge codes are reliable surrogates that accurately reflect the microbiology results for children with MSKIs.
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Affiliation(s)
- Justin B Searns
- Department of Pediatrics, Section of Hospital Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
- Department of Pediatrics, Section of Infectious Disease, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Matt Hall
- Children's Hospital Association, Lenexa, Kansas, USA
| | - Meghan Birkholz
- Department of Pediatrics, Section of Infectious Disease, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Kevin J Downes
- Children's Hospital of Philadelphia, Department of Pediatrics, Division of Infectious Diseases, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Brittany B Hubbell
- Department of Pediatrics and Cincinnati Children's Hospital Medical Center, Division of Hospital Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Andrew S Kern-Goldberger
- Cleveland Clinic Children's Hospital, Division of Pediatric Hospital Medicine, Cleveland, Ohio, USA
| | - Jessica L Markham
- Department of Pediatrics, Division of Hospital Medicine, Children's Mercy Kansas City, University of Missouri-Kansas City School of Medicine, Kansas City, Missouri, USA
| | - Jason G Newland
- Department of Pediatrics, Division of Infectious Diseases, Nationwide Children's Hospital, Ohio State University, Columbus, Ohio, USA
| | - Stephanie L Rolsma
- Department of Pediatrics, Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Marie E Wang
- Division of Pediatric Hospital Medicine, Stanford University School of Medicine and Lucile Packard Children's Hospital Stanford, Stanford, California, USA
| | - Sean T O'Leary
- Department of Pediatrics, Section of Infectious Disease, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Samuel R Dominguez
- Department of Pediatrics, Section of Infectious Disease, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Sarah K Parker
- Department of Pediatrics, Section of Infectious Disease, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Matthew P Kronman
- Department of Pediatrics, Section of Infectious Diseases, University of Washington, Seattle, Washington, USA
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Cantu RM, Sanders SC, Turner GA, Snowden JN, Ingold A, Hartzell S, House S, Frederick D, Chalwadi UK, Siegel ER, Kennedy JL. Younger and rural children are more likely to be hospitalized for SARS-CoV-2 infections. PLoS One 2024; 19:e0308221. [PMID: 39356708 PMCID: PMC11446435 DOI: 10.1371/journal.pone.0308221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 07/18/2024] [Indexed: 10/04/2024] Open
Abstract
PURPOSE To identify characteristics of SARS-CoV-2 infection that are associated with hospitalization in children initially evaluated in a Pediatric Emergency Department (ED). METHODS We identified cases of SARS-CoV-2 positive patients seen in the Arkansas Children's Hospital (ACH) ED or hospitalized between May 27, 2020, and April 28, 2022, using ICD-10 codes within the Pediatric Hospital Information System (PHIS) Database. We compared infection waves for differences in patient characteristics and used logistic regressions to examine which features led to a higher chance of hospitalization. FINDINGS We included 681 pre-Delta cases, 673 Delta cases, and 970 Omicron cases. Almost 17% of patients were admitted to the hospital. Compared to Omicron-infected children, pre-Delta and Delta-infected children were twice as likely hospitalized (OR = 2.2 and 2.0, respectively; p<0.0001). Infants under one year were >3 times as likely to be hospitalized than children ages 5-14 years regardless of wave (OR = 3.42; 95%CI = 2.36-4.94). Rural children were almost three times as likely than urban children to be hospitalized across all waves (OR = 2.73; 95%CI = 1.97-3.78). Finally, those with a complex condition had nearly a 15-fold increase in odds of admission (OR = 14.6; 95%CI = 10.6-20.0). CONCLUSIONS Children diagnosed during the pre-Delta or Delta waves were more likely to be hospitalized than those diagnosed during the Omicron wave. Younger and rural patients were more likely to be hospitalized regardless of the wave. We suspect lower vaccination rates and larger distances from medical care influenced higher hospitalization rates.
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Affiliation(s)
- Rebecca M. Cantu
- Division of Hospital Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
| | - Sara C. Sanders
- Division of Hospital Medicine, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
| | - Grace A. Turner
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Jessica N. Snowden
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Infectious Diseases, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Ashton Ingold
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Susanna Hartzell
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Suzanne House
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Dana Frederick
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Uday K. Chalwadi
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Eric R. Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Joshua L. Kennedy
- Arkansas Children’s Hospital, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
- Division of Allergy and Immunology, Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Division of Pulmonary and Critical Care Medicine, University of Arkansas for Medical Sciences Department of Internal Medicine, Little Rock, Arkansas, United States of America
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Wilson EG, Gregoski MJ, Oddo ER, Barfield WR, Dow MA, Murphy RF, Van Nortwick SS. Are Child Access Prevention Laws Associated With Fewer Pediatric Firearm Injuries? Hosp Pediatr 2024; 14:823-827. [PMID: 39228360 PMCID: PMC11422673 DOI: 10.1542/hpeds.2022-007057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 05/29/2024] [Accepted: 06/25/2024] [Indexed: 09/05/2024]
Abstract
OBJECTIVE Firearm injuries are the leading cause of death for children in the United States. Child access prevention (CAP) laws have been passed in some states. This study examines characteristics of children with firearm injuries in states with different types of CAP laws. METHODS The Pediatric Health Information System database was reviewed to identify all pediatric firearm injury patients between 2016 and 2021. Hospital data were categorized based on state laws as (1) no CAP laws (2) some CAP laws or (3) strict CAP laws. CAP laws that specifically outlined criminal liability for the negligent storage of firearms were considered a strict restriction, whereas any other form of CAP law was considered some restriction. χ-squared and independent-samples median testing were performed to compare restriction levels. RESULTS Between 2016 and 2021, 12 853 firearm injuries were recorded in the Pediatric Health Information System database. In states with strict CAP laws, patients were significantly older (P < .001) and had a significantly higher household income (P < .001) compared with patients in states with no CAP laws. Gender, race, and the number of firearm injuries differed between the 3 restriction levels. There were less firearm injuries observed than expected in cities with strict CAP laws. CONCLUSIONS CAP laws are associated with a higher age and household income of pediatric firearm injury patients. Given the disparities seen between cities, a federal CAP law may best protect children nationwide.
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Affiliation(s)
- Emily G. Wilson
- Medical University of South Carolina, Charleston, South Carolina
| | - Mathew J. Gregoski
- Medical University of South Carolina, Charleston, South Carolina
- Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Elizabeth R. Oddo
- Medical University of South Carolina, Charleston, South Carolina
- Pediatrics
| | - William R. Barfield
- Medical University of South Carolina, Charleston, South Carolina
- Departments of Orthopaedic Surgery and Physical Medicine
| | - Matthew A. Dow
- Medical University of South Carolina, Charleston, South Carolina
- Departments of Orthopaedic Surgery and Physical Medicine
| | - Robert F. Murphy
- Medical University of South Carolina, Charleston, South Carolina
- Departments of Orthopaedic Surgery and Physical Medicine
| | - Sara S. Van Nortwick
- Medical University of South Carolina, Charleston, South Carolina
- Departments of Orthopaedic Surgery and Physical Medicine
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Cantu RM, Sanders SC, Turner GA, Snowden JN, Ingold A, Hartzell S, House S, Frederick D, Chalwadi UK, Siegel ER, Kennedy JL. Younger and Rural Children are More Likely to be Hospitalized for SARS-CoV-2 Infections. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.29.23287924. [PMID: 37034695 PMCID: PMC10081401 DOI: 10.1101/2023.03.29.23287924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Purpose To identify characteristics of SARS-CoV-2 infection that are associated with hospitalization in children initially evaluated in a Pediatric Emergency Department (ED). Methods We identified cases of SARS-CoV-2 positive patients seen in the Arkansas Children's Hospital (ACH) ED or hospitalized between May 27, 2020, and April 28, 2022 using ICD-10 codes within the Pediatric Hospital Information System (PHIS) Database. We compared infection waves for differences in patient characteristics, and used logistic regressions to examine which characteristics led to a higher chance of hospitalization. Findings We included 681 pre-Delta cases, 673 Delta cases, and 970 Omicron cases. Almost 17% of patients were admitted to the hospital. Compared to Omicron infected children, pre-Delta and Delta infected children were twice as likely to be hospitalized (OR=2.2 and 2.0, respectively; p<0.0001). Infants less than 1 year of age were >3 times as likely to be hospitalized than children ages 5-14 years regardless of wave (OR=3.42; 95%CI=2.36-4.94). Rural children were almost 3 times as likely than urban children to be hospitalized across all waves (OR=2.73; 95%CI=1.97-3.78). Finally, those with a complex condition had nearly a 15-fold increase in odds of admission (OR=14.6; 95%CI=10.6-20.0). Conclusions Children diagnosed during the pre-Delta or Delta waves were more likely to be hospitalized than those diagnosed during the Omicron wave. Younger and rural patients were more likely to be hospitalized regardless of wave. We suspect lower vaccination rates and larger distances from medical care influenced higher hospitalization rates.
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Affiliation(s)
- Rebecca M. Cantu
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | - Sara C. Sanders
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | | | - Jessica N. Snowden
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
- University of Arkansas for Medical Sciences, Department of Biostatistics, Little Rock, AR
| | - Ashton Ingold
- Arkansas Children’s Research Institute, Little Rock, AR
| | | | - Suzanne House
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
| | - Dana Frederick
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
| | - Uday K. Chalwadi
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
| | - Eric R. Siegel
- University of Arkansas for Medical Sciences, Department of Biostatistics, Little Rock, AR
| | - Joshua L. Kennedy
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR
- Arkansas Children’s Hospital, Little Rock, AR
- Arkansas Children’s Research Institute, Little Rock, AR
- University of Arkansas for Medical Sciences Department of Internal Medicine, Little Rock, AR
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Haddadin Z, Spieker AJ, Amarin JZ, Hall M, Thurm C, Danziger-Isakov L, Godown J, Halasa NB, Dulek DE. Incidence of and risk factors for influenza-associated hospital encounters in pediatric solid organ transplant recipients. Am J Transplant 2023; 23:659-665. [PMID: 36758752 DOI: 10.1016/j.ajt.2023.01.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 01/25/2023] [Indexed: 02/09/2023]
Abstract
Few studies have defined the incidence of and risk factors for influenza infection in pediatric solid organ transplant (SOT) recipients. We used a linkage between the Pediatric Health Information System and the Scientific Registry of Transplant Recipients databases to identify posttransplant influenza-associated hospital encounters (IAHEs) in pediatric SOT recipients of single-organ transplants. Among 7997 unique pediatric SOT recipients transplanted between January 01, 2006, and January 06, 2016, estimated 1- and 3-year posttransplant cumulative incidence rates of IAHEs were 2.7% (95% CI, 2.4%-3.1%) and 7.4% (95% CI, 6.8%-8.0%), respectively. One- and 3-year cumulative incidence rates of severe IAHEs were 0.3% (95% CI, 0.2%-0.5%) and 0.9% (95% CI, 0.7%-1.2%), respectively. Multivariable analysis showed that the organ type (adjusted subdistribution hazard ratio [aSHR]-kidney: reference, liver: 0.64 [95% CI, 0.49-0.84], and heart: 0.72 [95% CI, 0.57-0.93]), race/ethnicity (aSHR-non-Hispanic White: reference, non-Hispanic Black: 1.63 [95% CI, 1.29-2.07], Hispanic 1.57 [95% CI, 1.27-1.94]), and increasing age at transplant (aSHR, 0.93 [95% CI, 0.91-0.94]) were significantly associated with IAHE occurrence. Heart transplant recipients had a near statistically significant increase in hazard for severe IAHE (aSHR 1.96 [0.92-3.49]). Our findings may help guide future influenza prevention efforts and facilitate intervention impact assessment measurement in pediatric SOT recipients.
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Affiliation(s)
- Zaid Haddadin
- Department of Surgery, Albert Einstein Medical Center, Philadelphia, Pennsylvania, USA
| | - Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Justin Z Amarin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Matthew Hall
- Children's Hospital Association, Lenexa, Kansas, USA
| | | | - Lara Danziger-Isakov
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Justin Godown
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Natasha B Halasa
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Daniel E Dulek
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
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Bryan MA, Hofstetter AM, Opel DJ, Simon TD. Vaccine Administration in Children's Hospitals. Pediatrics 2022; 149:184452. [PMID: 35001100 PMCID: PMC9677936 DOI: 10.1542/peds.2021-053925] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2021] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVES To examine inpatient vaccine delivery across a national sample of children's hospitals. METHODS We conducted a retrospective cohort study examining vaccine administration at 49 children's hospitals in the Pediatric Health Information System database. Children <18 years old admitted between July 1, 2017, and June 30, 2019, and age eligible for vaccinations were included. We determined the proportion of hospitalizations with ≥1 dose of any vaccine type administered overall and by hospital, the type of vaccines administered, and the demographic characteristics of children who received vaccines. We calculated adjusted hospital-level rates for each vaccine type by hospital. We used logistic and linear regression models to examine characteristics associated with vaccine administration. RESULTS There were 1 185 667 children and 1 536 340 hospitalizations included. The mean age was 5.5 years; 18% were non-Hispanic Black, and 55% had public insurance. There were ≥1 vaccine doses administered in 12.9% (95% confidence interval: 12.8-12.9) of hospitalizations, ranging from 1% to 45% across hospitals. The most common vaccines administered were hepatitis B and influenza. Vaccine doses other than the hepatitis B birth dose and influenza were administered in 1.9% of hospitalizations. Children had higher odds of receiving a vaccine dose other than the hepatitis B birth dose or influenza if they were <2 months old, had public insurance, were non-Hispanic Black race, were medically complex, or had a length of stay ≥3 days. CONCLUSIONS In this national study, few hospitalizations involved vaccine administration with substantial variability across US children's hospitals. Efforts to standardize inpatient vaccine administration may represent an opportunity to increase childhood vaccine coverage.
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Affiliation(s)
- Mersine A. Bryan
- Department of Pediatrics, School of Medicine, University of Washington, Seattle, Washington,Seattle Children’s Research Institute, Seattle, Washington,Address correspondence to Mersine A. Bryan, MD, MPH, Department of Pediatrics, University of Washington, M/S CURE-4, PO Box 5371, Seattle, WA 98145. E-mail:
| | - Annika M. Hofstetter
- Department of Pediatrics, School of Medicine, University of Washington, Seattle, Washington,Seattle Children’s Research Institute, Seattle, Washington
| | - Douglas J. Opel
- Department of Pediatrics, School of Medicine, University of Washington, Seattle, Washington,Seattle Children’s Research Institute, Seattle, Washington
| | - Tamara D. Simon
- Division of Hospital Medicine, Department of Pediatrics, Keck School of Medicine at University of Southern California, Los Angeles, California,The Saban Research Institute, Children’s Hospital of Los Angeles, Los Angeles, California
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Willis ZI, Gillon J, Xu M, Slaughter JC, Di Pentima MC. Reducing Antimicrobial Use in an Academic Pediatric Institution: Evaluation of the Effectiveness of a Prospective Audit With Real-Time Feedback. J Pediatric Infect Dis Soc 2017; 6:339-345. [PMID: 28339590 PMCID: PMC5907874 DOI: 10.1093/jpids/piw054] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 08/24/2016] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Antimicrobial use is decreasing across freestanding children's hospitals, predominantly in institutions with antimicrobial stewardship programs (ASPs) in place. A highly effective ASP should effect a greater decrease in use than predicted by existing trends. Antimicrobial stewardship programs depend on clinician adherence to program recommendations, but little is known about factors associated with adherence. METHODS Parenteral antimicrobial-use data for our institution and 43 additional freestanding children's hospitals were obtained and normalized for patient census. Segmental linear regression was used to compare rates of change of parenteral antimicrobial use before and after ASP implementation. Time-series models were developed to predict use in the absence of intervention. The odds of adherence to ASP recommendations were determined based on provider characteristics and recommendation type. RESULTS In the 38 months before ASP implementation, parenteral antimicrobial use was decreasing at our hospital by 3.7%/year, similar to the 3.4%/year found across children's hospitals. The rate of change after implementation of the ASP at our hospital was 11.1%/year, compared to 5.6%/year for other hospitals over the same period. Of 643 interventions, teams adhered with recommendations in 495 cases (77.0%). According to adjusted analysis, primary service was not associated with adherence (P = .356). There was an association between adherence and the role of the clinician receiving a recommendation (P = .009) and the recommendation type (P = .009). CONCLUSIONS Understanding factors associated with adherence to ASP recommendations can help those who administer such programs to strategize interventions for maximizing efficacy. Our findings reveal the value of a formal ASP in reducing use when controlling for secular trends.
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Affiliation(s)
| | - Jessica Gillon
- Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, Tennessee
| | - Meng Xu
- Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - James C Slaughter
- Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - M Cecilia Di Pentima
- Department of Pediatrics, Goryeb Children's Hospital, Morristown, New Jersey,Corresponding Author: M. Cecilia Di Pentima, MD, MPH, FAAP, Pediatric Infectious Diseases, Goryeb Children's Hospital, Atlantic Health System, 100 Madison Ave (#29B), Morristown, NJ 07962–1956. E-mail:
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Capó-Lugo CE, Kho AN, O'Dwyer LC, Rosenman MB. Data Sharing and Data Registries in Physical Medicine and Rehabilitation. PM R 2017; 9:S59-S74. [PMID: 28527505 DOI: 10.1016/j.pmrj.2017.04.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Revised: 04/04/2017] [Accepted: 04/06/2017] [Indexed: 11/26/2022]
Abstract
The field of physical medicine & rehabilitation (PM&R), along with all the disciplines it encompasses, has evolved rapidly in the past 50 years. The number of controlled trials, systematic reviews, and meta-analyses in PM&R increased 5-fold from 1998 to 2013. In recent years, professional, private, and governmental institutions have identified the need to track function and functional status across providers and settings of care and on a larger scale. Because function and functional status are key aspects of PM&R, access to and sharing of reliable data will have an important impact on clinical practice. We reviewed the current landscape of PM&R databases and data repositories, the clinical applicability and practice implications of data sharing, and challenges and future directions. We included articles that (1) addressed any aspect of function, disability, or participation; (2) focused on recovery or maintenance of any function; and (3) used data repositories or research databases. We identified 398 articles that cited 244 data sources. The data sources included 66 data repositories and 179 research databases. We categorized the data sources based on their purposes and uses, geographic distribution, and other characteristics. This study collates the range of databases, data repositories, and data-sharing mechanisms that have been used in PM&R internationally. In recent years, these data sources have provided significant information for the field, especially at the population-health level. Implications and future directions for data sources also are discussed.
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Affiliation(s)
- Carmen E Capó-Lugo
- Center for Education in Health Sciences, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, 633 N. St. Clair St, 20th Floor, Chicago, IL 60611(∗).
| | - Abel N Kho
- Center for Health Information Partnerships, Institute for Public Health and Medicine and Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL(†)
| | - Linda C O'Dwyer
- Galter Health Sciences Library, Feinberg School of Medicine, Northwestern University, Chicago, IL(‡)
| | - Marc B Rosenman
- Center for Health Information Partnerships, Institute for Public Health and Medicine and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL(§)
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