Related Experiment Video
Updated: Jan 11, 2026

Multidisciplinary Approach to Obesity Management: A Case Report
Published on: May 30, 2025
Leveraging Clinical Decision Support System Tools for Childhood Overweight/Obesity Management
Joseph R Wardell1, Nora Shaska1, Zara Ahmed1
1University of Michigan.
Insights
A clinical decision support system improved pediatric overweight and obesity care. The OurPractice Advisory (OPA) system increased BMI documentation and comorbidity screening in primary care settings.
Area of Science:
- Pediatric Endocrinology
- Health Informatics
- Clinical Decision Support Systems
Background:
- Pediatric overweight and obesity require evidence-based care, including BMI documentation and comorbidity screening.
- Existing electronic health record (EHR) systems may not adequately support these care processes.
Purpose of the Study:
- To evaluate the impact of a clinical decision support system (CDSS), OurPractice Advisory (OPA), on the documentation of elevated body mass index (BMI) and ordering of comorbidity screening labs in pediatric primary care.
Main Methods:
- Implementation of the OPA CDSS in 18 pediatric primary care clinics.
- Analysis of EHR data from 9,621 patients with overweight and obesity (2021-2023).
- Assessment of BMI problem list documentation and comorbidity screening rates, stratified by patient demographics and weight status.
Main Results:
- Mean BMI problem list documentation increased from 9.2% to 64%; mean comorbidity screening increased from 7.8% to 32%.
- Problem list BMI documentation and comorbidity screening were more likely for older children, non-Hispanic Black children, those with public insurance, and higher BMI percentiles.
- The CDSS intervention was associated with increased likelihood of evidence-based care processes.
Conclusions:
- Implementation of the OPA CDSS significantly improved the delivery of evidence-based care for pediatric overweight and obesity.
- CDSS can be an effective tool to enhance documentation and screening for pediatric weight conditions in primary care.
Introduction:
Consistent with evidence-based care for pediatric overweight (BMI between 85th to 94th percentile) and obesity (BMI ≥ 95th percentile), a clinical decision support system (CDSS) OurPractice Advisory (OPA) was designed and implemented in 18 pediatric primary care clinics to support documenting elevated body mass index (BMI) on electronic health record (EHR) problem lists and ordering comorbidity screening labs.
Methods:
For those whom the OPA fired, we assessed the odds of problem list BMI documentation and comorbidity screening based on demographics and weight status and generated statistical process control charts to evaluate improvements in care processes.
Results:
EHR data from 9,621 patients with overweight and obesity were collected from 2021-2023. Providers documented elevated BMI in the problem list for at least 44% of eligible encounters and performed comorbidity screening in at least 15% of eligible encounters. Providers were more likely to perform problem list BMI documentation for older children, non-Hispanic Black children, children with public insurance, and children with a higher BMI percentile. Providers were also more likely to perform comorbidity screening among the same groups. The mean percentage of patients with an elevated BMI diagnosis on their problem list increased from 9.2% to 64% and the mean percentage of patients who had comorbidity screening labs performed increased from 7.8% to 32%.
Conclusion:
The implementation of the CDSS intervention was associated with an increased likelihood of delivering evidence-based care processes.
Related Concept Videos
Drug Dosing: Obese Patients
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Obesity
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Drug Dosing: Infants and Children

