Identifying Pediatric Community-Acquired Pneumonia Hospitalizations Accuracy of Administrative Billing Codes

被引:91
|
作者
Williams, Derek J. [1 ,2 ]
Shah, Samir S. [3 ,4 ,5 ]
Myers, Angela [6 ,7 ]
Hall, Matthew [8 ]
Auger, Katherine [9 ]
Queen, Mary Ann [10 ,11 ]
Jerardi, Karen E. [4 ,5 ]
McClain, Lauren [1 ,2 ]
Wiggleton, Catherine [1 ,2 ]
Tieder, Joel S. [12 ,13 ]
机构
[1] Vanderbilt Univ, Sch Med, Div Hosp Med, Monroe Carell Jr Childrens Hosp Vanderbilt, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Sch Med, Dept Pediat, Nashville, TN 37232 USA
[3] Univ Cincinnati, Coll Med, Div Infect Dis, Cincinnati Childrens Hosp Med Ctr, Cincinnati, OH USA
[4] Univ Cincinnati, Coll Med, Dept Pediat, Cincinnati, OH USA
[5] Univ Cincinnati, Coll Med, Div Hosp Med, Cincinnati Childrens Hosp Med Ctr, Cincinnati, OH USA
[6] Childrens Mercy Hosp & Clin, Div Infect Dis, Kansas City, MO USA
[7] Univ Missouri Kansas City, Sch Med, Kansas City, MO USA
[8] Childrens Hosp Assoc, Overland Pk, KS USA
[9] Univ Michigan, Div Gen Pediat, Ann Arbor, MI 48109 USA
[10] Childrens Mercy Hosp & Clin, Div Hosp Med, Kansas City, MO USA
[11] Univ Missouri, Sch Med, Kansas City, MO 64108 USA
[12] Univ Washington, Sch Med, Div Hosp Med, Seattle Childrens Hosp, Seattle, WA USA
[13] Univ Washington, Sch Med, Dept Pediat, Seattle, WA 98195 USA
基金
美国国家卫生研究院;
关键词
PATIENT SAFETY INDICATORS; HEALTH-CARE RESEARCH; INTERNATIONAL-CLASSIFICATION; QUALITY; CHILDREN; DISEASES; DIAGNOSIS; OUTCOMES; AGENCY;
D O I
10.1001/jamapediatrics.2013.186
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
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.
引用
收藏
页码:851 / 858
页数:8
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