Related Experiment Video
Updated: Aug 24, 2026

Social Threat-Safety Test Uncovers Psychosocial Stress-Related Phenotypes
Published on: December 15, 2023
How much do sample characteristics affect the effect size? An investigation of studies testing the treatment effects
Tania Marie Lincoln1, Winfried Rief
1Christoph-Dornier Foundation, Institute Marburg, Universitätsstrasse 27, 35037 Marburg, Germany. tlincoln@web.de
Abstract:
In spite of the success of cognitive behavioral therapy for social phobia in research studies, it remains unclear whether interventions will remain successful in the routine of clinical practice, where patients might differ from those in research samples. This study investigates the possibility that higher effect sizes are achieved under typical research conditions. Thirty studies testing treatment effects for social phobia are re-examined by categorizing them according to the quality and amount of applied sample restriction and laboratory study characteristics. The results indicate that even accumulation of sample restriction, such as excluding patients with comorbid disorders or being outside a certain age range, does not have any predictive value for treatment effect. However, there was a relevant tendency for studies applying a row of laboratory treatment conditions, such as recruiting patients by advertisements, applying treatment in university settings, and using specifically trained therapists, to achieve higher effect sizes.
Related Concept Videos
Social Anxiety Disorder
Statistical Significance
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
The Placebo Effect
Sample Size Calculation
The sample size for the given experiment or sampling effort is fundamental to any study design. Sample size decides the number of...
