A randomized clinical trial of smartphone self-managed recovery support services

Abstract

This study examines the effectiveness of smartphone-based ecological momentary interventions (EMI) and assessments (EMA), delivered separately and combined, to provide recovery support following substance use disorder (SUD) treatment engagement. We recruited adults (N = 401) from SUD treatment programs in Chicago and, after engagement for at least two sessions, nights, or medication dosages, we randomly assigned them to one of four conditions that lasted 6 months: (1) EMI only, (2) EMA only, (3) both EMI and EMA, and (4) control condition of neither EMI nor EMA. EMIs provided support for recovery through applications on the phone or links to other resources; EMAs were delivered randomly 5 times per day asking participants to indicate recent substance use and situational risk and protective factors. The primary dependent variable was days of abstinence in the 6 months following study intake. Rates of EMI and EMA utilization indicated high compliance, although EMI use decreased over time. There was a small direct effect of time across conditions (F_(2,734) = 4.33, p = .014, Cohen's f = 0.11) and a small direct effect of time-by-EMI use (F_(2,734) = 4.85, p = .009, f = 0.11) on days of abstinence. There was no significant direct effect of time-by-EMAs nor interaction effect of time-by-EMI-by-EMA. However, secondary path model analyses showed a small but significant indirect effect of EMA on abstinence via EMI use. Stepwise modeling identified a simplified model based on the proportion of weeks using ≥1 EMI and the EMI to listen to music, which predicted 7.2% of the variance in days of abstinence (F_(2,195,) = 7.56, p < .001). Combined delivery of EMI and EMA shows potential for increasing abstinence above and beyond the effect of SUD treatment engagement and for addressing the limited national capacity for recovery support.

Keywords: Abstinence; Ecological momentary assessment; Ecological momentary interventions; Mobile phone; Substance use disorders; mHealth intervention.