TY - JOUR
T1 - Associations between baseline service user characteristics, engagement with a tailorable computer-assisted therapy for substance misuse, and clinical outcomes: Effectiveness of ‘Breaking Free Online’ at health and social care organisation ‘Change, Grow, Live’
AU - Elison-Davies, Sarah
AU - Hayhurst, Karen
AU - Jones, Andrew
AU - Welch, Zoe
AU - Davies, Glyn
AU - Ward, Jonathan
N1 - Funding Information:
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. The authors would like to thank all the CGL service users who have engaged with BFO and the CGL staff who have implemented the program over the past 10 years.
Publisher Copyright:
© 2020 Taylor & Francis Group, LLC.
PY - 2021/9/9
Y1 - 2021/9/9
N2 - Background: Digital interventions can be tailored to the individual and allow automated collection of data. Computer-assisted therapy programme ‘Breaking Free Online’ (BFO) is delivered within ‘Change, Grow, Live’ (CGL) services to support people in recovery from substance misuse. This paper reports baseline data from 5792 participants engaging with BFO at CGL and post-treatment outcomes from 1489 (26%) and describes how baseline characteristics and BFO engagement were associated with outcomes. Methods: Participants completed a baseline assessment, engaged with BFO and completed a post-treatment assessment. Wilcoxon tests examined changes from baseline to post-treatment and linear regression examined associations between baseline service user characteristics, BFO engagement and outcomes. Results: Participants who did not provide post-treatment data had more severe mental health and biopsychosocial impairment at baseline. Outcomes were associated with baseline characteristics including substance use and dependence, biopsychosocial impairment, age and BFO engagement. Outcomes were significantly positively associated with the number of techniques in BFO completed, indicating a ‘dose-response’. Conclusions: Findings indicate positive outcomes for CGL service users who engaged with BFO through to the post-treatment outcomes assessment stage. Stratifying BFO to those most likely to engage may improve treatment outcomes. Some groups may benefit from receiving BFO as ‘computer-assisted therapy’ with Practitioner support.
AB - Background: Digital interventions can be tailored to the individual and allow automated collection of data. Computer-assisted therapy programme ‘Breaking Free Online’ (BFO) is delivered within ‘Change, Grow, Live’ (CGL) services to support people in recovery from substance misuse. This paper reports baseline data from 5792 participants engaging with BFO at CGL and post-treatment outcomes from 1489 (26%) and describes how baseline characteristics and BFO engagement were associated with outcomes. Methods: Participants completed a baseline assessment, engaged with BFO and completed a post-treatment assessment. Wilcoxon tests examined changes from baseline to post-treatment and linear regression examined associations between baseline service user characteristics, BFO engagement and outcomes. Results: Participants who did not provide post-treatment data had more severe mental health and biopsychosocial impairment at baseline. Outcomes were associated with baseline characteristics including substance use and dependence, biopsychosocial impairment, age and BFO engagement. Outcomes were significantly positively associated with the number of techniques in BFO completed, indicating a ‘dose-response’. Conclusions: Findings indicate positive outcomes for CGL service users who engaged with BFO through to the post-treatment outcomes assessment stage. Stratifying BFO to those most likely to engage may improve treatment outcomes. Some groups may benefit from receiving BFO as ‘computer-assisted therapy’ with Practitioner support.
KW - Computer-assisted therapy
KW - breaking Free Online
KW - change
KW - grow
KW - live
KW - recovery
KW - substance misuse
U2 - 10.1080/14659891.2020.1851407
DO - 10.1080/14659891.2020.1851407
M3 - Article
SN - 1475-9942
VL - 26
SP - 497
EP - 504
JO - Journal of Substance Use
JF - Journal of Substance Use
IS - 5
ER -