Profiling Patient Characteristics Associated With the Intensity of Nurse Care Coordination

Tae Youn Kim, Karen D. Marek

Research output: Contribution to journalArticle

Abstract

The purpose of this study was to identify characteristics of chronically ill community-dwelling older adults that differentiate the intensity of care provided by nurse care coordinators. We performed data mining on electronic health records, nurses’ activity logs, and health status measures from 784 care episodes provided to 196 older adults. An inductively created decision tree identified nine groups from a combination of the six participant characteristics including medication regimen complexity, cognition, physical and mental health, hospital admission, and physical functioning. Overall there was a 5-hr difference in the intensity (or contact hours) per quarter of nurse care coordinators between individuals in the highest versus lowest intensity groups. The highest intensity group presented higher medication complexity and lower mental/physical health status. With caseloads of 30 to 35 participants, nurse care coordinators were able to provide care based on participant needs that were not influenced by regulatory payment requirements.

Original languageEnglish (US)
Pages (from-to)186-203
Number of pages18
JournalWestern Journal of Nursing Research
Volume39
Issue number1
DOIs
StatePublished - Jan 1 2017

Fingerprint

Nurses
Health Status
Mental Health
Episode of Care
Independent Living
Decision Trees
Data Mining
Electronic Health Records
Psychiatric Hospitals
Cognition
Chronic Disease

Keywords

  • care coordination
  • decision tree
  • nursing care
  • older adults

ASJC Scopus subject areas

  • Nursing(all)

Cite this

Profiling Patient Characteristics Associated With the Intensity of Nurse Care Coordination. / Kim, Tae Youn; Marek, Karen D.

In: Western Journal of Nursing Research, Vol. 39, No. 1, 01.01.2017, p. 186-203.

Research output: Contribution to journalArticle

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