A survey of nursing home physicians to determine laboratory monitoring adverse drug event alert preferences

Improving Bridging from Informatics Practice to Theory

BACKGROUND

In 1962, Methods of Information in Medicine ( MIM ) began to publish papers on the methodology and scientific fundamentals of organizing, representing, and analyzing data, information, and knowledge in biomedicine and health care. Considered a companion journal, Applied Clinical Informatics ( ACI ) was launched in 2009 with a mission to establish a platform that allows sharing of knowledge between clinical medicine and health IT specialists as well as to bridge gaps between visionary design and successful and pragmatic deployment of clinical information systems. Both journals are official journals of the International Medical Informatics Association.

OBJECTIVES

As a follow-up to prior work, we set out to explore congruencies and interdependencies in publications of ACI and MIM. The objectives were to describe the major topics discussed in articles published in ACI in 2014 and to determine if there was evidence that theory in 2014 MIM publications was informed by practice described in ACI publications in any year. We also set out to describe lessons learned in the context of bridging informatics practice and theory and offer opinions on how ACI editorial policies could evolve to foster and improve such bridging.

METHODS

We conducted a retrospective observational study and reviewed all articles published in ACI during the calendar year 2014 (Volume 5) for their main theme, conclusions, and key words. We then reviewed the citations of all MIM papers from 2014 to determine if there were references to ACI articles from any year. Lessons learned in the context of bridging informatics practice and theory and opinions on ACI editorial policies were developed by consensus among the two authors.

RESULTS

A total of 70 articles were published in ACI in 2014. Clinical decision support, clinical documentation, usability, Meaningful Use, health information exchange, patient portals, and clinical research informatics emerged as major themes. Only one MIM article from 2014 cited an ACI article. There are several lessons learned including the possibility that there may not be direct links between MIM theory and ACI practice articles. ACI editorial policies will continue to evolve to reflect the breadth and depth of the practice of clinical informatics and articles received for publication. Efforts to encourage bridging of informatics practice and theory may be considered by the ACI editors.

CONCLUSIONS

The lack of direct links from informatics theory-based papers published in MIM in 2014 to papers published in ACI continues as was described for papers published during 2012 to 2013 in the two companion journals. Thus, there is little evidence that theory in MIM has been informed by practice in ACI.

Using a Clinical Surveillance System to Detect Drug-Associated Hypoglycemia in Nursing Home Residents

OBJECTIVES

To determine whether a clinical surveillance system could be used to detect drug-associated hypoglycemia events and determine their incidence in nursing home (NH) residents.

DESIGN

Retrospective cohort.

SETTING

Four NHs in western Pennsylvania.

PARTICIPANTS

Any resident of the four NHs who had a computer-generated alert detecting potential drug-associated hypoglycemia over a 6-month period were included.

MEASUREMENTS

Descriptive statistics were used to summarize all variables, including the frequency and distribution of alert type according to glucose threshold. Analyses were conducted according to numbers of alerts and residents. The medications associated with the drug-associated hypoglycemia alerts were identified, and frequency of their inclusion in alerts was calculated. Additional calculations included time to drug-associated hypoglycemic event alert from date of admission and frequency of events associated with postacute, short-stay (≤35 days) admissions.

RESULTS

Seven hundred seventy-two alerts involving 141 residents were detected. Ninety (63.8%) residents had a glucose level of 55 mg/dL or less, and 42 (29.8%) had a glucose level of 40 mg/dL or less. Insulin orders were associated with 762 (98.7%) alerts. Overall incidence of drug-associated hypoglycemia events was 9.5 per 1,000 resident-days.

CONCLUSION

Hypoglycemia can be detected using a clinical surveillance system. This evaluation found a high incidence of drug-associated hypoglycemia in a general NH population. Future studies are needed to determine the potential benefits of use of a surveillance system in real-time detection and management of hypoglycemia in NHs.