PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
July 23, 2026Implementation Science CommunicationsOpen Access

Barriers and facilitators to the implementation of a complex nursing intervention: a human-in-the-loop LLM-Assisted longitudinal and Cross-Case analysis across twelve cardiac surgery centres

View Full Paper
Ask AI
Bookmark
Share

Authors

YJYvonne JordensLLLilian LechnerMPMyrna Pelgrum-Keurhorst

Discussion

Loading...

Member takes

Overview

Longitudinal qualitative study examines barriers and facilitators in nursing intervention across cardiac surgery centers, suggesting phase-specific support strategies.

Key Points

  • This study aims to explore how barriers and facilitators to nursing intervention implementation evolve over time across different healthcare settings.
  • Longitudinal qualitative study using the EPIS framework conducted from 2016 to 2019.
  • 252 structured interviews with healthcare professionals across twelve cardiothoracic centers.
  • Data coded for barriers and facilitators using the COM-B model and analyzed with LLM-assisted techniques.
  • Motivation remained high across all outcome groups, but knowledge gaps about the intervention were present in No-Implementation hospitals.
  • Organizational factors such as support and infrastructure differed notably between successful and unsuccessful implementation groups.
  • Implementation success relied more on organizational infrastructure than motivation, with early knowledge gaps signaling potential implementation failure.

Cite This Study

Jordens et al. (2026) studied this question.

synapsesocial.com/papers/6a61ae6bfaa9903c51169c45https://doi.org/10.1186/s43058-026-01043-5
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Exploring Behaviour Change of Healthcare Professionals while Implementing a Complex Nursing Intervention: A Survey Study2024 · 1 citations
  2. 2Barriers and Facilitators to High-Volume Evidence-Based Innovation and Implementation in a Large, Community-Based Learning Health System2024
  3. 3Conducting rigorous implementation evaluations in real word settings: lessons from a consensus approach to perioperative pathway implementation for elective surgery2026 · 1 citations
  4. 4Barriers and Facilitators to Sustainable Technology Implementation in Care for People With Disabilities—Real World Data From a Three‐Year Implementation Programme2024 · 2 citations
  5. 5Implementation of large, multi-site hospital interventions: a realist evaluation of strategies for developing capability2024 · 21 citations