Evidence map›Paper›PMID 30796148›Full record

ArticleResearch and theory for nursing practice2019

Discovering Associations Among Older Adults' Characteristics and Planned Nursing Interventions Using Electronic Health Record Data.

Grace Gao, Madeleine J Kerr, Ruth A Lindquist, Chih-Lin Chi, Michelle A Mathiason, Karen A Monsen

Abstract read
In one paragraph

Article in Research and theory for nursing practice, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Exploring Large Community- and Clinically-Generated Datasets to Understand Resilience Before and During the COVID-19 Pandemic.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2021
    Observational
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Grace GaoSchool of Nursing, University of Minnesota, Minneapolis.
Madeleine J KerrSchool of Nursing, University of Minnesota, Minneapolis.
Ruth A LindquistSchool of Nursing, University of Minnesota, Minneapolis.
Chih-Lin ChiSchool of Nursing, University of Minnesota, Minneapolis.
Michelle A MathiasonSchool of Nursing, University of Minnesota, Minneapolis.
Karen A MonsenSchool of Nursing, University of Minnesota, Minneapolis.

Funding

University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UL1TR002494 · NCATS · UNIVERSITY OF MINNESOTA · PI BLAZAR, BRUCE R, WEISDORF, DANIEL J · 2018 to 2022
$34.9M
NCATS NIH HHS UL1 TR002494
6 · The paper itself

Abstract

background and purposeLittle is known about how nursing assessments of strengths and signs/symptoms inform intervention planning in assisted living communities. The purpose of this study was to discover associations among older adults' characteristics and their planned nursing interventions.

methodsThis study employed a data-driven method, latent class analysis, using existing electronic health record data from a senior living community in the Midwest. A convenience sample comprised de-identified data of well-being assessments and care plans for 243 residents. Latent class analysis, descriptive, and inferential statistics were used to group the sample, summarize strengths and problems attributes, nursing interventions, and Knowledge, Behavior, and Status scores, and detect differences.

resultsThree groups presented based on patterns of strengths and signs/symptoms combined with problem concepts: Living Well ( IMPLICATIONS FOR PRACTICE: This study offers new knowledge in the use of a strengths-based ontology to facilitate a nursing discourse that leverages use of older adults' strengths to address their problems and support their living a healthier life. It also offers the potential to complement the problem-based infrastructure in clinical practice and documentation.

Indexed as

Electronic Health RecordsFrail ElderlyGeriatric AssessmentPractice Patterns, Nurses'Aged, 80 and overFemaleGeriatric NursingHealth Services for the AgedHumansMaleRetrospective Studiesdata-driven researcholder adultsproblemsstrengthsthe Omaha System

Identifiers

PMID30796148
PMCPMC6847224

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.