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Precision computerised cognitive behavioural therapy (cCBT) intervention for adolescents with depression (SPARX-UK): protocol for the process evaluation of a pilot randomised controlled feasibility trial

  • Kareem Khan
  • , Camilla May Babbage
  • , Kirsty Sprange
  • , Charlotte Lucy Hall
  • , Adam Parker
  • , Chris Greenhalgh
  • , Matthew Jeffery
  • , Mathijs Lucassen
  • , Sally Merry
  • , Vibhore Prasad
  • , Karolina Stasiak
  • , Boliang Guo
  • , Christopher R Tench
  • , Hannah Wright
  • , Paul Stallard
  • , Chris Hollis
  • University of Nottingham
  • Oxford Health NHS Foundation Trust
  • University of Auckland
  • Kings College London
  • University of Nottingham Medical School
  • NIHR Nottingham Biomedical Research Centre

Research output: Contribution to journal › Article › peer-review

Abstract

Introduction While digital technologies can increase the availability and access to evidence-based interventions, little is known about how users engage with them and the mechanisms associated with effective outcomes. Process evaluations are an important component in understanding the aforementioned factors. The 'SPARX-UK' study is a randomised controlled pilot and feasibility trial evaluating personalised human-supported (from an 'eCoach') vs a self-directed computerised cognitive behavioural therapy intervention (cCBT), called SPARX (Smart, Positive, Active, Realistic, X-factor thoughts), aimed at adolescents with mild to moderate depression. We are comparing supported vs self-directed delivery of SPARX to establish which format should be used in a proposed definitive trial of SPARX. The control is a waitlist group. We will conduct a process evaluation alongside the trial to determine how the intervention is implemented and provide context for interpreting the feasibility trial outcomes. We will also look at the acceptability of SPARX and how users engage with the intervention. This protocol paper describes the rationale, aims and methodology of the SPARX-UK trial process evaluation. Methods and analysis The process evaluation will use a mixed-methods design following the UK Medical Research Council's 2015 guidelines, comprising quantitative and qualitative data collection. This will include analysing data usage of participants in the intervention arms; purposively sampled, semi-structured interviews of adolescents, parents/guardians, eCoaches and clinicians/practitioners from the SPARX-UK trial; and analysis of qualitative comments from a survey from those who dropped out early from the trial. Quantitative data will be analysed descriptively. We will use thematic analysis in a framework approach to analyse qualitative data. Quantitative and qualitative data will be mixed and integrated to provide an understanding of how the intervention was implemented and how adolescents interacted with the intervention. This process evaluation will explore the experiences of adolescent participants, parents/guardians, eCoaches and clinicians/practitioners in relation to a complex digital intervention. Ethics Ethical approval was granted by the National Health Service (NHS) Health Research Authority South West - Cornwall & Plymouth Research Ethics Committee (Ethics Ref: 22/SW/0149). Dissemination Contextualising how the intervention was implemented, and the variations in uptake and engagement, will help us to understand the trial findings in greater depth. The findings from this process evaluation will also inform the decision about whether and how to proceed with a full randomised controlled trial, as well as the development of more effective interventions which can be personalised more precisely via varying levels of human support. We plan to publish the findings of the process evaluation and the wider project in peer-reviewed journals, as well as disseminate via academic conferences.

Original languageEnglish
Article numbere092483
JournalBMJ Open
Volume15
Issue number8
Early online date5 Aug 2025
DOIs
Publication statusPublished - 5 Aug 2025

Funding

This work is funded by the UK Research and Innovation (UKRI) Digital Youth Programme award [Medical Research Council project reference MR/ W002450/1]. Kareem Khan, Camilla M Babbage, Adam Parker, Charlotte L Hall, Hannah Wright and Chris Hollis acknowledge funding from NIHR MindTech HRC [NIHR205283] and NIHR Nottingham Biomedical Research Centre [NIHR203310]. The funding body had no role in the design of the process evaluation and in writing the manuscript. The support of Charlotte L Hall is funded by the NIHR Development and Skills Enhancement Award (Ref NIHR304774). During the course of this work, Vibhore Prasad received salary funding via University of Nottingham as Associate Professor and via the NIHR senior clinical and practitioner research award (SCPRA); the NIHR East Midlands scholarship scheme; and Nottinghamshire mid-career Phoenix scheme (hosted by NHS Nottingham and Nottinghamshire and the University of Nottingham). Dr Prasad reports associations with King's College London and the University of Nottingham. The SPARX-UK trial is sponsored by the University of Nottingham ([email protected]). The sponsor had no role in the design of the process evaluation and in writing the manuscript. The authors acknowledge the support of the UK Research and Innovation (UKRI) Digital Youth Programme award [Medical Research Council project reference MR/W002450/1] which is part of the AHRC/ESRC/MRC Adolescence, Mental Health and the Developing Mind programme. Kareem Khan, Camilla M Babbage, Adam Parker, Charlotte L Hall, Hannah Wright and Chris Hollis acknowledge funding from NIHR MindTech HRC [NIHR205283] and NIHR Nottingham Biomedical Research Centre [NIHR203310]. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR, AHRC/ ESRC/MRC or the Department of Health. This paper presents independent research funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR or the Department of Health. The authors would like to thank our PPIE group Sprouting Minds, including the two co-chairs, Sarah Doherty and Lucy-Paige Willingham, and Stuart Dodzo, Nkem Naeche, and Paul McClure for their valuable input. We would like to thank our SPARX research assistants, Holly Griffiths and Lily Roberts and our eCoaches Emily Fox, Rose Meghen-Prudhoe, Ignacio Rodriquez, Jessica Lui, Tiffany Yip as well as our previous eCoaches Matthew Jeffrey, Saskia Manzi, Tayla Hurlock, Rachael Hooper and Emma Harrison. We would also like to thank Dr Maria Loades and Joanne Gregory for their fantastic support and helpful advice. This work is funded by the UK Research and Innovation (UKRI) Digital Youth Programme award [Medical Research Council project reference MR/W002450/1]. Kareem Khan, Camilla M Babbage, Adam Parker, Charlotte L Hall, Hannah Wright and Chris Hollis acknowledge funding from NIHR MindTech HRC [NIHR205283] and NIHR Nottingham Biomedical Research Centre [NIHR203310]. The funding body had no role in the design of the process evaluation and in writing the manuscript. The support of Charlotte L Hall is funded by the NIHR Development and Skills Enhancement Award (Ref NIHR304774).During the course of this work, Vibhore Prasad received salary funding via University of Nottingham as Associate Professor and via the NIHR senior clinical and practitioner research award (SCPRA); the NIHR East Midlands scholarship scheme; and Nottinghamshire mid-career Phoenix scheme (hosted by NHS Nottingham and Nottinghamshire and the University of Nottingham). Dr Prasad reports associations with King\u2019s College London and the University of Nottingham. The SPARX-UK trial is sponsored by the University of Nottingham ([email protected]). The sponsor had no role in the design of the process evaluation and in writing the manuscript. Kareem Khan, Camilla M Babbage, Adam Parker, Charlotte L Hall, Hannah Wright and Chris Hollis acknowledge funding from NIHR MindTech HRC [NIHR205283] and NIHR Nottingham Biomedical Research Centre [NIHR203310]. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR, AHRC/ESRC/MRC or the Department of Health. This paper presents independent research funded by the NIHR. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR or the Department of Health. The authors would like to thank our PPIE group Sprouting Minds, including the two co-chairs, Sarah Doherty and Lucy-Paige Willingham, and Stuart Dodzo, Nkem Naeche, and Paul McClure for their valuable input. We would like to thank our SPARX research assistants, Holly Griffiths and Lily Roberts and our eCoaches Emily Fox, Rose Meghen-Prudhoe, Ignacio Rodriquez, Jessica Lui, Tiffany Yip as well as our previous eCoaches Matthew Jeffrey, Saskia Manzi, Tayla Hurlock, Rachael Hooper and Emma Harrison. We would also like to thank Dr Maria Loades and Joanne Gregory for their fantastic support and helpful advice. The authors acknowledge the support of the UK Research and Innovation (UKRI) Digital Youth Programme award [Medical Research Council project reference MR/W002450/1] which is part of the AHRC/ESRC/MRC Adolescence, Mental Health and the Developing Mind programme.

FundersFunder number
NIHR205283
NIHR Nottingham Biomedical Research Centre
Nottinghamshire mid-career Phoenix scheme
University of Nottingham
Economic and Social Research Council
National Institute on Handicapped Research
Medical Research Council
NIHR203310
Arts and Humanities Research Council
NIHR Nottingham Biomedical Research Centre
University of Nottingham
NIHR MindTech HRC
UK Research and InnovationMR/W002450/1
NIHRNIHR304774

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Adolescents
  • Depression & mood disorders
  • Digital Technology
  • MENTAL HEALTH
  • Protocols & guidelines

ASJC Scopus subject areas

  • General Medicine

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