The Journal of Pediatrics
Volume 154, Issue 3 , Pages 327-331, March 2009

Obesity Identified by Discharge ICD-9 Codes Underestimates the True Prevalence of Obesity in Hospitalized Children

  • Jessica G. Woo, PhD

      Affiliations

    • Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
    • University of Cincinnati College of Medicine, Cincinnati, OH
    • Corresponding Author InformationReprint requests: Jessica G. Woo, PhD, Assistant Professor of Pediatrics, Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5041, Cincinnati, OH 45229-3039
  • ,
  • Meg H. Zeller, PhD

      Affiliations

    • Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
    • University of Cincinnati College of Medicine, Cincinnati, OH
  • ,
  • Kimberly Wilson, MS

      Affiliations

    • Translational Research Trials Office, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
  • ,
  • Thomas Inge, MD, PhD

      Affiliations

    • Division of General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH
    • University of Cincinnati College of Medicine, Cincinnati, OH

Received 18 March 2008; received in revised form 28 July 2008; accepted 10 September 2008. published online 28 October 2008.

Objectives

To define inpatient care of obese children with or without an obesity diagnosis.

Study design

A total of 29 352 inpatient discharges (18 459 unique inpatients) from a tertiary children's hospital were analyzed. Body mass index (BMI) was calculated from measured height and weight. “Obesity” was defined as BMI ≥95th percentile by using Centers for Disease Control and Prevention 2000 growth charts. “Diagnosed obesity” was defined by primary, secondary or tertiary International Classification of Diseases, Ninth Revision codes for “obesity” or “overweight.” Analyses controlled for multiple inpatient records per individual.

Results

A total of 5989 discharges from the hospital (20.4%) were associated with obesity, but only 512 discharges (1.7%) indicated obesity as a diagnosis. An obesity diagnosis identified only 5.5% of inpatient days for obese inpatients. Obese patients with an obesity diagnosis (Ob/Dx) had fewer hospital discharges per person and shorter lengths of stay than obese patients without an obesity diagnosis (Ob/No Dx). Patients with Ob/Dx had higher odds of mental health, endocrine, and musculoskeletal disorders than non-obese inpatients, but Ob/No Dx patients generally did not.

Conclusions

Inpatient obesity diagnoses underestimate inpatient utilization and misidentify patterns of care for obese children. Extreme caution is warranted when using obesity diagnoses to study healthcare utilization by obese children.

Abbreviations: AOR, Adjusted odds ratio, BMI, Body mass index, CCHMC, Cincinnati Children's Hospital Medical Center, CCS, Clinical Classification System, Dx/Non-Ob, Diagnosed obesity without obesity, ICD-9-CM, International Classification of Diseases Ninth Revision, Clinical Modification, Non-Ob, Neither measured nor diagnosed obesity, Ob/Dx, Obesity with an obesity diagnosis, Ob/No Dx, Obesity without an obesity diagnosis

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 Supported by the authors' divisions at Cincinnati Children's Hospital Medical Center. The authors disclose no conflicts of interest.

PII: S0022-3476(08)00784-1

doi:10.1016/j.jpeds.2008.09.022

Refers to article:

  • Databases and Diagnosis of Obesity: Pitfalls and Potential of Using ICD-9 Codes

    Sarah E. Barlow
    The Journal of Pediatrics March 2009 (Vol. 154, Issue 3, Pages 315-317)

The Journal of Pediatrics
Volume 154, Issue 3 , Pages 327-331, March 2009