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Related Experiment Video

Updated: Apr 28, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
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Implementing a complex intervention to support personal recovery: a qualitative study nested within a cluster

Mary Leamy1, Eleanor Clarke1, Clair Le Boutillier1

  • 1King's College London, Institute of Psychiatry, Denmark Hill, London, United Kingdom.

Plos One
|May 31, 2014
PubMed
Summary

Implementing a complex intervention to support psychosis recovery in community mental health teams requires addressing organizational readiness and training effectiveness. Focusing on the transition from intent to actual implementation behavior is key for successful practice change.

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Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
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Area of Science:

  • Mental Health Services Research
  • Implementation Science
  • Psychosis Care

Background:

  • Complex interventions aim to improve psychosis recovery support in community mental health teams.
  • Process evaluation is crucial for understanding implementation challenges.

Purpose of the Study:

  • Investigate staff and trainer perspectives on barriers and facilitators to implementing a complex intervention.
  • Enhance support for service users with psychosis in community mental health settings.

Main Methods:

  • Process evaluation nested within a cluster randomised controlled trial (RCT).
  • Data collected via 28 staff interviews, 3 trainer interviews, 4 team focus groups, and 28 trainer reports.
  • Study conducted across 14 community mental health teams in two UK sites.

Main Results:

  • Implementation influenced by organizational readiness (Trust, Team, Practitioner) and training effectiveness (Engagement, Delivery, Recovery Principles).
  • Key factors include organizational commitment, resource allocation, and alignment with recovery values.
  • Transition from intent to actual implementation behavior is critical.

Conclusions:

  • Targeting the intent-to-behavior transition using experiential learning and goal setting is vital.
  • Aligning organizational indicators with recovery principles enhances perceived commitment.
  • Recommending organizational readiness tools for selecting sites in cluster RCTs to improve implementation and reduce research waste.