Related Experiment Video
Updated: Aug 15, 2025

Transcranial Direct Current Stimulation for Online Gamers
Published on: November 9, 2019
Prevalence of Problem Gambling: A Meta-analysis of Recent Empirical Research (2016-2022)
Eliana Gabellini1, Fabio Lucchini2, Maria Elena Gattoni3
1Specific Prevention Unit, Agency for Health Protection of Milan, Milan, Italy.
Abstract:
Gambling is widely considered a socially acceptable form of recreation. However, for a small minority of individuals, it can become both addictive and problematic with severe adverse consequences. The aim of this systematic review and meta-analysis is to provide an overview of prevalence studies published between 2016 and the first quarter of 2022 and an updated estimate of problem gambling in the general adult population. A systematic review and a meta-analysis were carried out using academic databases, Internet, and governmental websites. Following this search and utilizing exclusion criteria, 23 studies on adult gambling prevalence were identified, distinguishing between moderate risk/at risk gambling and problem/pathological gambling. This study found a prevalence of moderate risk/at risk gambling to be 2.43% and of problem/pathological gambling to be 1.29% in the adult population. As difficult as it may be to compare studies due to different methodological procedures, cutoffs, and time frames, the present meta-analysis highlights the variations of prevalence across different countries, giving due consideration to the differences between levels of risk and severity. This work intends to provide a starting point for policymakers and academics to fill the gaps on gambling research-more specifically in some countries where the lack of research in this field is evident-and to study the effectiveness of policies implemented to mitigate gambling harm.
Related Concept Videos
Diagnostic and Statistical Manual of Mental Disorders (DSM)
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health...
Bias
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
Regression Toward the Mean
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,...
Self-Discrepancy Theory

