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Updated: Jan 3, 2026

Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Evaluation of provider documentation patterns as a tool to deliver ongoing patient-centred diabetes education and
Qing Ye1,2, Richa Patel3, Uzma Khan3
1University of Missouri Informatics Institute, University of Missouri, Columbia, MO, USA.
Background:
Diabetes mellitus (DM) is one of the most common chronic diseases in the world. As a disease with long-term complications requiring changes in management, DM requires not only education at the time of diagnosis, but ongoing diabetes self-management education and support (DSME/S). In the United States, however, only a small proportion of people with DM receive DSME/S, although evidence supports benefits of ongoing DSME/S. The diabetes education that providers deliver during follow-up visits may be an important source for DSME/S for many people with DM.
Methods:
We collected 200 clinic notes of follow-up visits for 100 adults with DM and studied the History of Present Illness (HPI) and Impression and Plan (I&P) sections. Using a codebook based on the seven principles of American Association of Diabetes Educators Self-Care Behaviors (AADE7), we conducted a multi-step deductive thematic analysis to determine the patterns of DSME/S information occurrence in clinic notes. Additionally, we used the generalised linear mixed models for investigating whether providers delivered DSME/S to people with DM based on patient characteristics.
Results:
During follow-up visits, Monitoring was the most common self-care behaviour mentioned in both HPI and I&P sections. Being Active was the least common self-care behaviour mentioned in the HPI section and Healthy Coping was the least common self-care behaviour mentioned in the I&P section. We found providers delivered more information on Healthy Eating to men compared to women in I&P section. Generally, providers delivered DSME/S to people with DM regardless of patient characteristics.
Conclusions:
This study focused on the frequency distribution of information providers delivered to the people with DM during follow-up clinic visits based on the AADE7. The results may indicate a lack of patient-centred education when people with DM visit providers for ongoing management. Further studies are needed to identify the underlying reasons why providers have difficulty delivering patient-centred education.
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