Leveraging electronic health records to develop measurements for processes of care

Health Serv Res. 2014 Apr;49(2):628-44. doi: 10.1111/1475-6773.12126. Epub 2013 Nov 18.

Abstract

Objectives: To assess the reliability of data in electronic health records (EHRs) for measuring processes of care among primary care physicians (PCPs) and examine the relationship between these measures and clinical outcomes.

Data sources/study setting: EHR data from 15,370 patients with diabetes, 49,561 with hypertension, in a group practice serving four Northern California counties.

Study design/methods: Exploratory factor analysis (EFA) and multilevel analyses of the relationships between processes of care variables and factor scales with control of hemoglobin A1c, blood pressure (BP), and low density lipoprotein (LDL) among patients with diabetes and BP among patients with hypertension.

Principal findings: Volume of e-messages, number of days to the third-next-available appointment, and team communication emerged as reliable factors of PCP processes of care in EFA (Cronbach's alpha=0.73, 0.62, and 0.91). Volume of e-messages was associated with higher odds of LDL control (≤100) (OR=1.13, p<.05) among patients with diabetes. Frequent in-person visits were associated with better BP (OR=1.02, p<.01) and LDL control (OR=1.01, p<.01) among patients with diabetes, and better BP control (OR=1.04, p<.01) among patients with hypertension.

Conclusions: The EHR offers process of care measures which can augment patient-reported measures of patient-centeredness. Two of them are significantly associated with clinical outcomes. Future research should examine their association with additional outcomes.

Keywords: Primary care; electronic health records; patient-centered care.

Publication types

  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Adult
  • Age Factors
  • Aged
  • Blood Pressure
  • California
  • Cholesterol, LDL
  • Communication
  • Diabetes Mellitus / blood
  • Diabetes Mellitus / therapy*
  • Electronic Health Records / statistics & numerical data*
  • Female
  • Glycated Hemoglobin
  • Health Status
  • Humans
  • Hypertension / therapy*
  • Male
  • Middle Aged
  • Office Visits / statistics & numerical data
  • Primary Health Care / organization & administration*
  • Primary Health Care / statistics & numerical data
  • Process Assessment, Health Care / methods*
  • Process Assessment, Health Care / statistics & numerical data*
  • Quality of Health Care / organization & administration
  • Quality of Health Care / statistics & numerical data
  • Sex Factors
  • Socioeconomic Factors

Substances

  • Cholesterol, LDL
  • Glycated Hemoglobin A