Abstract
Self-control is positively associated with a host of beneficial outcomes. Therefore, psychological interventions that reliably improve self-control are of great societal value. A prominent idea suggests that training self-control by repeatedly overriding dominant responses should lead to broad improvements in self-control over time. Here, we conducted a random-effects meta-analysis based on robust variance estimation of the published and unpublished literature on self-control training effects. Results based on 33 studies and 158 effect sizes revealed a small-to-medium effect of g = 0.30, confidence interval (CI95) [0.17, 0.42]. Moderator analyses found that training effects tended to be larger for (a) self-control stamina rather than strength, (b) studies with inactive compared to active control groups, (c) males than females, and (d) when proponents of the strength model of self-control were (co)authors of a study. Bias-correction techniques suggested the presence of small-study effects and/or publication bias and arrived at smaller effect size estimates (range: g(corrected) = .13 to .24). The mechanisms underlying the effect are poorly understood. There is not enough evidence to conclude that the repeated control of dominant responses is the critical element driving training effects.
| Original language | English |
|---|---|
| Pages (from-to) | 1077-1099 |
| Number of pages | 23 |
| Journal | Perspectives on Psychological Science |
| Volume | 12 |
| Issue number | 6 |
| DOIs | |
| Publication status | Published - Nov 2017 |
| Externally published | Yes |
Austrian Fields of Science 2012
- 501013 Motivational psychology
Keywords
- EFFECT SIZES
- EGO-DEPLETION
- META-REGRESSION
- MODERATORS
- PERFORMANCE
- PSYCHOLOGY
- PUBLICATION BIAS
- ROBUST VARIANCE-ESTIMATION
- SMALL-SAMPLE ADJUSTMENTS
- STRENGTH MODEL
- intervention
- meta-analysis
- publication bias
- robust variance estimation
- self-control training
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