ArticleImplementation science : IS2018
Advice-seeking during implementation: a network study of clinicians participating in a learning collaborative.
Article in Implementation science : IS, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- The development of national learning collaborative for ePRO enabled RSM in oncology: insights for co-implementation.Implementation science communications · 2026Article
- Implementing quality improvement in vascular services: a qualitative study.BMJ open quality · 2026Article
- Trauma-Focused Cognitive Behavioral Therapy Among Therapists Participating in Learning Collaboratives: Examining Two Implementation Strategies.Evidence-based practice in child and adolescent mental health · 2025Article
- Exploring the use of social network analysis methods in process improvement within healthcare organizations: a scoping review.BMC health services research · 2024Article
- Developing a typology of network alteration strategies for implementation: a scoping review and iterative synthesis.Implementation science : IS · 2023Article
- Sustaining HIV Research in Resource-Limited Settings Using PLAN (People, Learning, Adapting, Nurturing): Evidence from the 4 Youth by Youth Project in Nigeria.Current HIV/AIDS reports · 2023Review
- The first step is recognizing there is a problem: a methodology for adjusting for variability in disease severity when estimating clinician performance.BMC medical research methodology · 2022Article
- The 4 Youth by Youth (4YBY) pragmatic trial to enhance HIV self-testing uptake and sustainability: Study protocol in Nigeria.Contemporary clinical trials · 2022Article
- Virtual learning collaboratives to improve urine culturing and antibiotic prescribing in long-term care: controlled before-and-after study.BMJ quality & safety · 2022Article
- Aiming for quality: a global compass for national learning systems.Health research policy and systems · 2021Review
- Implementing daily chlorhexidine gluconate (CHG) bathing in VA settings: The human factors engineering to prevent resistant organisms (HERO) project.American journal of infection control · 2021Article
- Forms and functions of bridging factors: specifying the dynamic links between outer and inner contexts during implementation and sustainment.Implementation science : IS · 2021Review
- When Do Therapists Stop Using Evidence-Based Practices? Findings from a Mixed Method Study on System-Driven Implementation of Multiple EBPs for Children.Administration and policy in mental health · 2020Article
- Elucidating the influence of supervisors' roles on implementation climate.Implementation science : IS · 2019Article
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4 authors.
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Abstract
backgroundSuccessful implementation depends on the transfer of knowledge and expertise among clinicians, which can occur when professionals seek advice from one another. This study examines advice-seeking patterns among mental health clinicians participating in learning collaboratives (a multi-component implementation and quality improvement strategy) to implement trauma-focused cognitive behavioral therapy (TF-CBT). We apply transactive memory system theory, which explains how professionals access and retrieve knowledge, to examine factors associated with the evolution of advice-seeking relationships during implementation. Our aim is to unpack learning collaboratives' mechanisms by investigating how and why advice-seeking networks change, which may help us understand how implementation strategies can best target networks.
methodsUsing social network analysis and a pretest-post-test design, we examined patterns in general and treatment-specific advice-seeking among 146 participants (including five clinical experts) from 27 agencies participating in a regional scale-up of TF-CBT. Surveys were administered in-person at the first and last of three in-person learning sessions (10 months apart) that comprise a core component of learning collaboratives. Participants nominated up to five individuals from whom they seek general and treatment-specific advice. Exponential random graph models (ERGMs) tested the likelihood of maintaining or forming advice-seeking relationships based on indicators of expertise quality, accessibility, need, and prior advice-seeking relationships.
resultsParticipants formed or maintained advice-seeking relationships with those who possess perceived expertise (e.g., learning collaborative faculty experts, supervisors, and those with greater field experience than themselves). Participants also tended to seek advice from those within the same organization and with similar disciplinary training, highlighting the importance of expertise accessibility. Prior relationships and network structural features were associated with advice-seeking, indicating that participants built on existing social ties. Advice-seeking did not vary based on participants' role or experience.
conclusionsGiven the importance of accessible clinical expertise and ongoing supervision for delivering treatment with fidelity, learning collaboratives may support implementation by promoting clinicians' awareness of and access to others' expertise, especially those with substantial expertise to share (e.g., faculty experts and supervisors). Future controlled studies are needed to verify the effectiveness of learning collaboratives for building networks that connect clinicians and experts and for improving implementation.
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