Literature DB >> 23896966

Identifying pediatric community-acquired pneumonia hospitalizations: Accuracy of administrative billing codes.

Derek J Williams, Samir S Shah, Angela Myers, Matthew Hall, Katherine Auger, Mary Ann Queen, Karen E Jerardi, Lauren McClain, Catherine Wiggleton, Joel S Tieder.   

Abstract

IMPORTANCE: Community-acquired pneumonia (CAP) remains one of the most common indications for pediatric hospitalization in the United States, and it is frequently the focus of research and quality studies. Use of administrative data is increasingly common for these purposes, although proper validation is required to ensure valid study conclusions.
OBJECTIVE: To validate administrative billing data for hospitalizations owing to childhood CAP. DESIGN AND
SETTING: Case-control study of 4 tertiary care, freestanding children’s hospitals in the United States. PARTICIPANTS: A total of 998 medical records of a 25% random sample of 3646 children discharged in 2010 with at least 1 International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM) code representing possible pneumonia were reviewed. Discharges (matched on date of admission) without a pneumonia-related discharge code were also examined to identify potential missed pneumonia cases. Two reference standards, based on provider diagnosis alone (provider confirmed) or in combination with consistent clinical and radiographic evidence of pneumonia (definite), were used to identify CAP. EXPOSURE: Twelve ICD-9-CM–based coding strategies, each using a combination of primary or secondary codes representing pneumonia or pneumonia-related complications. Six algorithms excluded children with complex chronic conditions. MAIN OUTCOMES AND MEASURES: Sensitivity, specificity, and negative and positive predictive values (NPV and PPV, respectively) of the 12 identification strategies.
RESULTS: For provider-confirmed CAP (n = 680), sensitivity ranged from 60.7% to 99.7%; specificity, 75.7% to 96.4%; PPV, 67.9% to 89.6%; and NPV, 82.6% to 99.8%. For definite CAP (n = 547), sensitivity ranged from 65.6% to 99.6%; specificity, 68.7% to 93.0%; PPV, 54.6% to 77.9%; and NPV, 87.8% to 99.8%. Unrestricted use of the pneumonia-related codes was inaccurate, although several strategies improved specificity to more than 90% with a variable effect on sensitivity. Excluding children with complex chronic conditions demonstrated the most favorable performance characteristics. Performance of the algorithms was similar across institutions. CONCLUSIONS AND RELEVANCE: Administrative data are valuable for studying pediatric CAP hospitalizations. The strategies presented here will aid in the accurate identification of relevant and comparable patient populations for research and performance improvement studies.

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Year:  2013        PMID: 23896966      PMCID: PMC3907952          DOI: 10.1001/jamapediatrics.2013.186

Source DB:  PubMed          Journal:  JAMA Pediatr        ISSN: 2168-6203            Impact factor:   16.193


  27 in total

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3.  The management of community-acquired pneumonia in infants and children older than 3 months of age: clinical practice guidelines by the Pediatric Infectious Diseases Society and the Infectious Diseases Society of America.

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4.  Clinical predictors of pneumonia among children with wheezing.

Authors:  Bonnie Mathews; Sonal Shah; Robert H Cleveland; Edward Y Lee; Richard G Bachur; Mark I Neuman
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5.  Accuracy of administrative billing codes to detect urinary tract infection hospitalizations.

Authors:  Joel S Tieder; Matthew Hall; Katherine A Auger; Paul D Hain; Karen E Jerardi; Angela L Myers; Suraiya S Rahman; Derek J Williams; Samir S Shah
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7.  Influenza coinfection and outcomes in children with complicated pneumonia.

Authors:  Derek J Williams; Matthew Hall; Thomas V Brogan; Reid W D Farris; Angela L Myers; Jason G Newland; Samir S Shah
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Review 8.  Administrative database research infrequently used validated diagnostic or procedural codes.

Authors:  Carl van Walraven; Carol Bennett; Alan J Forster
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Review 9.  A systematic review on the diagnosis of pediatric bacterial pneumonia: when gold is bronze.

Authors:  Tim Lynch; Liza Bialy; James D Kellner; Martin H Osmond; Terry P Klassen; Tamara Durec; Robin Leicht; David W Johnson
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10.  Corticosteroids and mortality in children with bacterial meningitis.

Authors:  Jillian Mongelluzzo; Zeinab Mohamad; Thomas R Ten Have; Samir S Shah
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  45 in total

1.  Validation of the British Thoracic Society Severity Criteria for Pediatric Community-acquired Pneumonia.

Authors:  Lilliam Ambroggio; Cole Brokamp; Rachel Mantyla; Bradley DePaoli; Richard M Ruddy; Samir S Shah; Todd A Florin
Journal:  Pediatr Infect Dis J       Date:  2019-09       Impact factor: 2.129

2.  Impact of Infectious Diseases Society of America/Pediatric Infectious Diseases Society guidelines on treatment of community-acquired pneumonia in hospitalized children.

Authors:  Rachael K Ross; Adam L Hersh; Matthew P Kronman; Jason G Newland; Talene A Metjian; A Russell Localio; Theoklis E Zaoutis; Jeffrey S Gerber
Journal:  Clin Infect Dis       Date:  2014-01-06       Impact factor: 9.079

3.  Diagnostic Testing and Antibiotic Use in Young Children With Community-Acquired Pneumonia in the United States, 2008-2015.

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4.  Readmissions among children previously hospitalized with pneumonia.

Authors:  Mark I Neuman; Matthew Hall; James C Gay; Anne J Blaschke; Derek J Williams; Kavita Parikh; Adam L Hersh; Thomas V Brogan; Jeffrey S Gerber; Carlos G Grijalva; Samir S Shah
Journal:  Pediatrics       Date:  2014-07       Impact factor: 7.124

5.  The Influence of Comorbid Mood and Anxiety Disorders on Outcomes of Pediatric Patients Hospitalized for Pneumonia.

Authors:  Stephanie K Doupnik; Nandita Mitra; Chris Feudtner; Steven C Marcus
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6.  Hospital outcomes associated with guideline-recommended antibiotic therapy for pediatric pneumonia.

Authors:  Joanna Thomson; Lilliam Ambroggio; Eileen Murtagh Kurowski; Angela Statile; Camille Graham; Joshua D Courter; Brieanne Sheehan; Srikant Iyer; Christine M White; Samir S Shah
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7.  Comparison of Antibiotic Prescribing for Pediatric Community-Acquired Pneumonia in Children's and Non-Children's Hospitals.

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8.  Comparative effectiveness of empiric antibiotics for community-acquired pneumonia.

Authors:  Mary Ann Queen; Angela L Myers; Matthew Hall; Samir S Shah; Derek J Williams; Katherine A Auger; Karen E Jerardi; Angela M Statile; Joel S Tieder
Journal:  Pediatrics       Date:  2013-12-09       Impact factor: 7.124

9.  Clinical Risk Factors for Revisits for Children With Community-Acquired Pneumonia.

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10.  Diagnostic Testing and Hospital Outcomes of Children with Neurologic Impairment and Bacterial Pneumonia.

Authors:  Joanna Thomson; Matt Hall; Jay G Berry; Bryan Stone; Lilliam Ambroggio; Rajendu Srivastava; Samir S Shah
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