Are the Effects of Cognitive-Behavioral Techniques for Gambling-Related Harms Overestimated? A Meta-Analysis
Session Title
Session 2-3-C: Problem Gambling Treatment Considerations
Presentation Type
Paper Presentation
Location
Park MGM, Las Vegas, NV
Start Date
24-5-2023 1:30 PM
End Date
24-5-2023 3:00 PM
Disciplines
Clinical Psychology
Abstract
Comprehensive reviews have touted cognitive-behavioral (CB) techniques as the treatment elements with the most robust empirical support for treating gambling-related harms. However, these meta-analyses contain methodological weaknesses that limit understanding of how strongly CB techniques affect gambling disorder symptom severity and dimensions of gambling behavior. Specifically, prior meta-analyses have not thoroughly conducted publication bias analyses or examined the impact of heterogeneity in effect sizes estimates from individual studies on overall weighted effect sizes yielded from meta-analysis.
Following best practice guidelines, we identified 29 studies representing 3,991 participants. CB techniques significantly reduced gambling disorder symptom severity (g = -1.14), gambling frequency (g = -0.54), and gambling intensity (g = -0.32) at posttreatment relative to control. However, publication bias analyses indicated that studies with low sample sizes skew these estimates of treatment effects; only a few studies with large sample sizes exist across the literature. Furthermore, high heterogeneity was concerning in that the effect sizes in future studies were estimated to range from large reductions to deterioration (g = -2.58 to g = 1.42). Clearly, large, carefully designed, and funded treatment outcome studies are necessary to confidently understand how best help individuals with gambling-related harms.
CB techniques are a promising treatment for gambling-related harms, but the effects of techniques are probably overestimated. Furthermore, techniques may not be reliably efficacious for all individuals seeking treatment for gambling-related harms. More randomized controlled trials are needed to yield precise estimates of the effect of treatment.
Keywords
treatment gambling disorder problem gambling outcome cognitive-behavioral CBT
Funding Sources
This project was funded by the Tennessee Department of Mental Health and Substance Abuse Services. The funding source had no involvement in any aspects of the research, including the decision to submit the abstract.
Competing Interests
None
Are the Effects of Cognitive-Behavioral Techniques for Gambling-Related Harms Overestimated? A Meta-Analysis
Park MGM, Las Vegas, NV
Comprehensive reviews have touted cognitive-behavioral (CB) techniques as the treatment elements with the most robust empirical support for treating gambling-related harms. However, these meta-analyses contain methodological weaknesses that limit understanding of how strongly CB techniques affect gambling disorder symptom severity and dimensions of gambling behavior. Specifically, prior meta-analyses have not thoroughly conducted publication bias analyses or examined the impact of heterogeneity in effect sizes estimates from individual studies on overall weighted effect sizes yielded from meta-analysis.
Following best practice guidelines, we identified 29 studies representing 3,991 participants. CB techniques significantly reduced gambling disorder symptom severity (g = -1.14), gambling frequency (g = -0.54), and gambling intensity (g = -0.32) at posttreatment relative to control. However, publication bias analyses indicated that studies with low sample sizes skew these estimates of treatment effects; only a few studies with large sample sizes exist across the literature. Furthermore, high heterogeneity was concerning in that the effect sizes in future studies were estimated to range from large reductions to deterioration (g = -2.58 to g = 1.42). Clearly, large, carefully designed, and funded treatment outcome studies are necessary to confidently understand how best help individuals with gambling-related harms.
CB techniques are a promising treatment for gambling-related harms, but the effects of techniques are probably overestimated. Furthermore, techniques may not be reliably efficacious for all individuals seeking treatment for gambling-related harms. More randomized controlled trials are needed to yield precise estimates of the effect of treatment.