How Does the Facilitation Effort of Clinical Educators Interact With Aspects of Organizational Context to Affect Research Use in Long-term Care? Evidence From CHAID Analysis.
PARiHS framework
data mining
facilitation
interaction
organizational context
research use
tree
visualization
Journal
Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing
ISSN: 1547-5069
Titre abrégé: J Nurs Scholarsh
Pays: United States
ID NLM: 100911591
Informations de publication
Date de publication:
11 2021
11 2021
Historique:
revised:
27
02
2021
received:
08
10
2020
accepted:
11
06
2021
pubmed:
1
8
2021
medline:
19
3
2022
entrez:
31
7
2021
Statut:
ppublish
Résumé
Organizational context influences the effect of facilitation efforts on research use in care settings. The interactions of these factors are complex. Therefore, the use of traditional statistical methods to examine their interrelationships is often impractical. Big Data analytics can automatically detect patterns within the data. We applied the chi-squared automatic interaction detection (CHAID) algorithm and classification tree technique to explore the dynamic and interdependent relationships between the implementation science concepts-context, facilitation, and research use. Observational, cross-sectional study based on survey data collected from a representative sample of nursing homes in western Canada. We assessed three major constructs: (a) Conceptual research utilization (CRU) using the CRU scale; (b) facilitation of research use measured by the frequency of contacts between the frontline staff and a clinical educator, or person who brings new ideas to the care unit; and (c) organizational context at the unit level using the Alberta Context Tool (ACT). CHAID analysis was performed to detect the interactions between facilitation and context variables. Results were illustrated in a classification tree to provide a straightforward visualization. Data from 312 care units in three provinces were included in the final analysis. Results indicate significant multiway interactions between facilitation and various aspects of the organizational context, including leadership, culture, evaluation, structural resources, and organizational slack (staffing). Findings suggested the preconditions of the care settings where research use can be maximized. CHAID analysis helped transform data into usable knowledge. Our findings provide insight into the dynamic relationships of facilitators' efforts and organizational context, and how these factors' interplay and their interdependence together may influence research use. Knowledge of the combined effects of facilitators' efforts and various aspects of organizational context on research use can contribute to effective strategies to narrow the evidence-practice gap in care settings.
Types de publication
Journal Article
Observational Study
Langues
eng
Sous-ensembles de citation
IM
Pagination
762-771Informations de copyright
© 2021 Sigma Theta Tau International.
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