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Diagnosis Code and Health Care Utilization Patterns Associated With Diagnostic Uncertainty
Trisha L Marshall1,2, Philip A Hagedorn1,2,3,4, Courtney Sump1,2
1Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.
Insights
Hospitalized children with uncertain diagnoses (UD) use more non-disease codes and experience higher healthcare utilization. This highlights significant differences in care patterns for UD cases compared to controls.
Area of Science:
- Pediatric Hospital Medicine
- Health Services Research
- Clinical Informatics
Background:
- Diagnostic uncertainty presents challenges in clinical practice and research.
- Identifying and studying hospitalized children with uncertain diagnoses (UD) is difficult.
- This study compares diagnosis coding and healthcare utilization in UD cases versus matched controls.
Purpose of the Study:
- To compare diagnosis code patterns between hospitalized children with UD and matched controls.
- To assess differences in healthcare utilization for pediatric patients with UD.
- To understand the impact of diagnostic uncertainty on healthcare resource allocation.
Main Methods:
- A case-control study at Cincinnati Children's Hospital Medical Center.
- UD cases were matched with control patients based on age, sex, and time of year.
- Outcomes included diagnosis code type, code changes, length of stay, transfers, consultations, and readmissions.
Main Results:
- UD cases were 8 times more likely to receive nondisease-based diagnosis codes.
- UD cases had a 2.5 times higher likelihood of diagnosis code changes from admission to discharge.
- UD cases exhibited longer hospital stays, higher transfer rates, increased consultation use, and more 30-day readmissions.
Conclusions:
- Hospitalized children with UD demonstrate distinct diagnosis coding practices.
- UD is associated with significantly increased healthcare utilization in pediatric patients.
- These findings underscore the need for better management strategies for diagnostic uncertainty in children.
Background And Objectives:
Diagnostic uncertainty is challenging to identify and study in clinical practice. This study compares differences in diagnosis code and health care utilization between a unique cohort of hospitalized children with uncertain diagnoses (UD) and matched controls.
Patients And Methods:
This case-control study was conducted at Cincinnati Children's Hospital Medical Center. Cases were defined as patients admitted to the pediatric hospital medicine service and having UDs during their hospitalization. Control patients were matched on age strata, biological sex, and time of year. Outcomes included type of diagnosis codes used (ie, disease- or nondisease-based) and change in code from admission to discharge. Differences in diagnosis codes were evaluated using conditional logistic regression. Health care utilization outcomes included hospital length of stay (LOS), hospital transfer, consulting service utilization, rapid response team activations, escalation to intensive care, and 30-day health care reutilization. Differences in health care utilization were assessed using bivariate statistics.
Results:
Our final cohort included 240 UD cases and 911 matched controls. Compared with matched controls, UD cases were 8 times more likely to receive a nondisease-based diagnosis code (odds ratio [OR], 8.0; 95% confidence interval [CI], 5.7-11.2) and 2.5 times more likely to have a change in their primary International Classification of Disease, 10th revision, diagnosis code between admission and discharge (OR, 2.5; 95% CI, 1.9-3.4). UD cases had a longer average LOS and higher transfer rates to our main hospital campus, consulting service use, and 30-day readmission rates.
Conclusions:
Hospitalized children with UDs have meaningfully different patterns of diagnosis code use and increased health care utilization compared with matched controls.
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