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. 2026 May 6;26(5):2311–2320. doi: 10.3758/s13415-026-01451-z

Table 2.

Statistical output from linear mixed-effects models of the control preference and of monetary reward maximization, with current vs. recovering users, use severity, polysubstance use, gender, age, & substance used as fixed effects and participant as random effect

Outcome variable Predictors df t p
Control preference Current vs. recovering (abstinence) 325  − 4.63  < 0.001
Severity 325  − 0.40 0.69
Substance 325  − 2.52 0.01
Polysubstance use 325  − 0.10 0.92
Gender 325 0.73 0.47
Age 325  − 1.23 0.22
Abstinence x substance 325 3.25  < 0.01
Reward Maximization Current vs. recovering (abstinence) 321  − 0.46 0.65
Severity 321  − 1.07 0.28
Substance 321  − 0.64 0.52
Polysubstance use 321  − 2.95  < 0.01
Gender 321  − 0.27 0.79
Age 321 0.12 0.90
Abstinence x substance 321  − 0.05 0.96