Combining cash transfers and cognitive behavioral therapy to reduce antisocial behavior in young men: A mediation analysis of a randomized controlled trial in Liberia
- Marina Xavier Carpena,
- Cristiane Silvestre Paula,
- ,
- Philipp Hessel,
- Mauricio Avendano,
- Sara Evans-Lacko
- Presbyterian University Mackenzie,
- ,
- ,
- Universidade Federal do Rio Grande,
- Universidad de Los Andes, Colombia,
- Household Economics and Health Systems Research Unit
Open access
Publication Information
Output type
Original language
EnglishArticle number
e0273891Journal (Volume, Issue Number)
PLoS ONE (Volume 18, Issue 3 March)Publication milestones
- Published - 03/2023
Publication status
Publication IDs
- Scopus: 85150288310
Abstract
Background Interventions that combine cognitive behavioral therapy (CBT) with unconditional cash transfers (UCT) reduce the risk of antisocial behavior (ASB), but the underlying mechanisms are unclear. In this paper, we test the role of psychological and cognitive mechanisms in explaining this effect. We assessed the mediating role of executive function, self-control, and time preferences. Methods We used data from the Sustainable Transformation of Youth in Liberia, a community-based randomized controlled trial of criminally engaged men. The men were randomized into: Group-1: control (n = 237); and Group-2: CBT+UCT (n = 207). ASB was measured 12 13 months after the interventions were completed, and the following mediators were assessed 2 5 weeks later: (i) self-control, (ii) time preferences and (iii) executive functions. We estimated the natural direct effect (NDE) and the natural indirect effect (NIE) of the intervention over ASB. Results Self-control, time preferences and a weighted index of all three mediators were associated with ASB scores, but the intervention influenced time preferences only [B = 0.09 95%CI (0.03; 0.15)]. There was no evidence that the effect of the intervention on ASB was mediated by self-control [BNIE = 0.007 95%CI (-0.01; 0.02)], time preferences [BNIE =-0.02 95%CI (-0.05; 0.01)], executive functions [BNIE = 0.002 95%CI (-0.002; 0.006)] or the weighted index of the mediators [BNIE =-0.0005 95%CI (-0.03; 0.02)]. Conclusions UCT and CBT lead to improvements in ASB, even in the absence of mediation via psychological and cognitive functions. Findings suggest that the causal mechanisms may involve non-psychological pathways.
