Interventions to change health-related behaviors often include multiple behavior change techniques (BCTs) that are assumed to interact or have a cumulative effect, with the aim of maximizing the effectiveness of an intervention (Craig et al., 2008; Malotte et al., 2000). Thus far, heterogeneity in the effectiveness of health- related interventions is observed, and it is expected that differences