A meta-analysis of 27 studies involving 21,263 adults linked swiping-based dating app use to small-to-moderate adverse mental health correlates, especially compulsive use, body image concerns, and appearance-related anxiety. General well-being was not significantly associated with app use in the primary analysis, and the authors stressed that mostly cross-sectional evidence cannot prove causality.