The Relationship between Problematic Technology Use and Mental Health Problems in the COVID-19 Pandemic: A Meta-Analysis

Authors : Erdal Hamarta, Önder Baltaci, Ömer Faruk Akbulut, Muhammed Akat

Pages : 374-385

Doi:10.51535/tell.1283101

View : 91 | Download : 65

Publication Date : 2023-06-30

Article Type : Research Article

Abstract :Objective: The COVID-19 pandemic has had a negative impact on individuals both psychologically and socially. The current research shows that problematic technology use and mental health problems increased during the pandemic period. Method: In this study, studies examining the relationship between problematic technology use and mental health problems in the COVID-19 pandemic were examined and a meta-analysis was conducted. The present meta-analysis focused on the problematic technology use (i.e., internet addiction, smartphone addiction, social media addiction, and game addiction) and mental health problems in the COVID-19 pandemic. Searches were conducted for relevant studies using the ProQuest, PubMed, Science Direct, Scopus, Web of Science, ERIC, and TR Dizin databases. A total of 56 studies met the inclusion criteria. A total of 53,047 participants were reached in these studies. Results: Rosenthal’s classic fail-safe N analysis reveals that the meta-analysis result is statistically significant (p=.000). Moreover, the fact that the Begg and Mazumdar rank correlation is not significant indicates the absence of publication bias (p=0.28). In addition, no missing studies were found in Duval and Tweedie’s trim and fill analysis. The results demonstrated that problematic technology use was moderately positively correlated with mental health problems (r=0.33, n=53.047). In addition, the Q statistic (1833.059) examined to control heterogeneity shows that all variables are heterogeneous. The results of the I2 statistic (93.4%) show that a high level of heterogeneity has been achieved. Discussion: This finding shows that problematic technology use was associated with various mental health problems during the pandemic period.
Keywords : Problematic technology use, Mental health, COVID-19, Pandemic, Meta-analysis