Utilizing National Survey Data to Benchmark Comprehensive Care in a Large Health System.

Maier, John S; Baughman, Derek; Schiermeyer, Chris; Kindler, Kevin · J Am Board Fam Med · 2025

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Abstract

Comprehensiveness in primary care is defined as the breadth of services provided by a health care clinician team and is an important metric related to patient outcomes and care delivery. We describe a novel measure of comprehensiveness based on ICD-10 codes. We compare the distribution of ICD-10 codes from the care of a large population at a regional academic health system to the distribution of codes from the National Ambulatory Medical Care Survey (NAMCS) using linear regression and the mathematical inner product. The linear regression between the pattern of ICD-10 codes for the selected population and the NAMCS has a slope 1.00, 95% CI 0.57:1.43, <i>P</i> = .0002, R<sup>2</sup> 0.62. When considering specific specialty areas of practice, primary care is distinct from specialty care based on the inner product between the distribution of care for a given specialty independent of whether a regional or national reference population is used. The distribution of care based on ICD-10 codes provides a stable and possibly generalizable reference for comprehensive care. The inner product of an ICD-10 care distribution and a reference provides a quantitative estimate of comprehensiveness that distinguishes primary care from specialty care.

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