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The transition to ICD-10-CM: challenges for pediatric practice
Rachel Caskey1, Jeffrey Zaman2, Hannah Nam3
1Departments of Pediatrics,Internal Medicine, and boyda@uic.edu rcaskey@uic.edu.
Insights
The transition to International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM) may disrupt pediatric practices. About 8% of diagnosis codes could cause financial issues and administrative errors, requiring careful preparation.
Area of Science:
- Health Informatics
- Medical Coding Systems
- Pediatric Healthcare
Background:
- Diagnostic codes are crucial for healthcare billing, quality assessment, and clinical outcomes.
- The US healthcare system is transitioning to the International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM).
- The impact of this transition on pediatric practices remains largely unknown.
Purpose of the Study:
- To examine potential ambiguity in clinical information due to the ICD-10-CM transition.
- To assess the risk of financial disruption for pediatricians during the ICD-10-CM implementation.
Main Methods:
- Analyzed a statewide Illinois Medicaid dataset of 2708 pediatric diagnosis codes.
- Categorized codes into identity, class-to-subclass, subclass-to-class, convoluted, and no translation.
- Evaluated convoluted and high-cost codes for accuracy and categorized them into information loss, overlapping categories, inconsistent, and consistent.
Main Results:
- 26% of pediatric diagnosis codes were found to be convoluted.
- Convoluted codes represent 21% of patient encounters and 16% of reimbursement in Illinois Medicaid.
- Information loss, overlapping categories, and inconsistent codes account for 8% of Medicaid pediatric reimbursement.
Conclusions:
- A significant portion of diagnosis codes (8%) pose a risk of financial disruption and administrative errors.
- Pediatric practices must pay close attention to these problematic codes when preparing for the ICD-10-CM transition.
- Proactive attention to specific code categories is essential to mitigate potential negative impacts on pediatric practices.
Background And Objectives:
Diagnostic codes are used widely within health care for billing, quality assessment, and to measure clinical outcomes. The US health care system will transition to the International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM), in October 2015. Little is known about how this transition will affect pediatric practices. The objective of this study was to examine how the transition to ICD-10-CM may result in ambiguity of clinical information and financial disruption for pediatricians.
Methods:
Using a statewide data set from Illinois Medicaid specified for pediatricians, 2708 International Classification of Diseases, Ninth Revision, Clinical Modification, diagnosis codes were identified. Diagnosis codes were categorized into 1 of 5 categories: identity, class-to-subclass, subclass-to-class, convoluted, and no translation. The convoluted and high-cost diagnostic codes (n = 636) were analyzed for accuracy and categorized into "information loss," "overlapping categories," "inconsistent," and "consistent." Finally, reimbursement by Medicaid was calculated for each category.
Results:
Twenty-six percent of pediatric diagnosis codes are convoluted, which represents 21% of Illinois Medicaid pediatric patient encounters and 16% of reimbursement. The diagnosis codes represented by information loss (3.6%), overlapping categories (3.2%), and inconsistent (1.2%) represent 8% of Medicaid pediatric reimbursement.
Conclusions:
The potential for financial disruption and administrative errors from 8% of reimbursement diagnosis codes necessitates special attention to these codes in preparing for the transition to ICD-10-CM for pediatric practices.
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