Bergmann, Kelly R.

ABSTRACT Objective The Minnesota Electronic Health Record Consortium (MNEHRC) was established during the early days of the COVID‐19 pandemic to provide data for public health surveillance from the eleven largest health care systems in Minnesota. Methods This is a descriptive study of the Consortium, which is a federated network that implements best practices for governance and data infrastructure to support public health surveillance and clinical research. We conducted an analysis of the Consortium members, governance structure, infrastructure, and the characteristics of the patient population. Results The Consortium health systems collect information from 105 hospitals, 773 clinics, 100 emergency departments and 29 040 providers. Information about the health systems and the demographic and clinical characteristics of its 5 471 367 patients is provided, which represents more than 90% of the patients in Minnesota. This manuscript also details the MNEHRC governance structure, working groups, data use agreements and technical infrastructure. The Consortium has produced several studies with state‐wide impact. One study, Health Trends Across Communities in Minnesota, is described in detail to illustrate aspects of this collaboration. Conclusion MNEHRC has been a successful collaboration and vital resource for public health surveillance in the state of Minnesota. Initially, the Consortium focused on surveillance related to COVID‐19 infections and vaccinations but has recently expanded into other public health and chronic disease research.

OBJECTIVES The 2-bag intravenous (IV) fluid system for diabetic ketoacidosis (DKA) has been associated with shorter duration of insulin and faster resolution of acidosis. Our aims were to increase the use of 2-bag IV fluids among children with medium- or high-risk DKA treated at 2 tertiary care pediatric hospitals and to increase the proportion of children who receive timely administration of fluid and insulin treatments. METHODS We conducted a quality improvement initiative using data from January 1, 2014, to December 31, 2021, among patients 21 years or younger with medium- or high-risk DKA. The study spanned pre- and post-initiative periods and a stability period. Our interventions included development of a clinical practice guideline, education, and electronic medical record updates. Statistical process control methods were used to evaluate outcome changes. RESULTS We identified 876 eligible encounters. Age, sex, and the proportion of children with medium- or high-risk DKA were similar across study periods. A higher proportion of non-Hispanic Black children was observed in the stability period (26.3%) than the pre- (17.7%) and post-initiative (18.2%) periods. We observed an increase in 2-bag IV fluid use from an average of 41.3% to 77.7%. We did not observe changes in time to isotonic fluid bolus, continuous insulin, or 2-bag IV fluids. There was no change in hypoglycemic events. CONCLUSION We increased the proportion of children with medium- or high-risk DKA treated with 2-bag IV fluids through a combination of interventions, including implementation and refinement of a clinical guideline, creation of a nurse algorithm, and nursing education.