The study, led by Sergio Hidalgo-Fuentes of the Universitat de València together with Isabel Martínez-Álvarez and Elisa González-Pérez of the Universidad a Distancia de Madrid, pooled data from 14 studies encompassing 15 independent samples and a remarkable 79,760 participants. Following PRISMA guidelines and registered in PROSPERO, the researchers systematically searched PsycINFO, Scopus, PubMed, and Web of Science in February 2026. Their central finding: resilience and IGD symptomatology show a statistically significant, moderately negative correlation of r = −.24 (95% CI [−.29, −.20]). In plain terms, individuals who report higher resilience consistently report fewer symptoms of problematic gaming—and every single study included in the analysis reported a negative correlation, with effect sizes ranging from −.11 to −.46.

Resilience, broadly defined as the capacity to maintain or regain psychological equilibrium in the face of adversity, has long been recognized as a protective factor against addictive behaviours ranging from substance abuse to problematic internet use. But the construct itself is anything but simple. The literature distinguishes three complementary perspectives: resilience as a relatively stable personality trait marked by perseverance, emotional stability, and optimism; resilience as a dynamic, context-dependent process emerging from ongoing person–environment interactions; and resilience as a successful outcome despite significant adversity. These conceptual differences matter, because they shape how resilience is measured—and, as this meta-analysis reveals, how it is measured turns out to influence the size of its apparent relationship with IGD.

The measurement question proved to be the study’s most striking methodological insight. Among all the moderating variables examined, only the resilience assessment instrument significantly influenced the strength of the association, explaining 56.23% of the between-study variance. Instruments such as the Connor–Davidson Resilience Scale conceptualize resilience as a multidimensional trait reflecting personal competence and stress tolerance, while the Brief Resilience Scale focuses narrowly on the ability to “bounce back” from stressful situations. Because these tools capture partially distinct facets of the construct, the authors argue, they should not be treated as interchangeable—a caution with real consequences for how future studies of gaming disorder are designed and compared.

The theoretical framework underlying the findings is the I-PACE model—Interaction of Person–Affect–Cognition–Execution—one of the most influential accounts of behavioural addictions. According to this model, technology-related disorders arise from the interplay of personal vulnerabilities, dysfunctional affective states, biased cognitive processes, and deficits in executive functioning. Resilience, on this view, operates as a transversal personal resource: it buffers the emotional impact of stress, moderates gaming-related expectations of escape and reward, and supports inhibitory control, thereby reducing the likelihood that gaming becomes a vehicle for emotional regulation. This is especially pertinent for adolescents, whose heightened neuropsychological sensitivity to immediate rewards and immature inhibitory control help explain their overrepresentation in IGD epidemiology.

Complementary frameworks reinforce the same picture. The Self-Medication Hypothesis proposes that addictive behaviours emerge as maladaptive strategies for regulating psychological distress; from this angle, individuals with lower resilience may turn to gaming precisely because they lack more adaptive coping resources. Neuroscientific work by Ersche and colleagues suggests that dysfunction in self-regulation circuitry may underlie vulnerability to addiction, with resilient individuals partially compensating for reduced inhibitory control. Consistent with these accounts, prior studies have linked low resilience not only to greater IGD risk but also to more severe depression, stress, and difficulties with emotional regulation among young people.

The meta-analysis was not without statistical caveats. Heterogeneity was substantial—Cochran’s Q reached 144.09 with an I² of 95.20%—indicating that while the direction of the association was universal, its magnitude varied widely across studies. The prediction interval of −.40 to −.07 suggests future studies could observe effects anywhere in that range. Yet sensitivity analyses confirmed robustness: a leave-one-out procedure showed pooled estimates fluctuating only between r = −.24 and r = −.25 regardless of which study was excluded. Publication bias was also assessed through funnel plots, Egger’s regression test, and the Begg and Mazumdar rank correlation test; despite slight visual asymmetry, both statistical tests were non-significant, allowing the authors to reasonably dismiss publication bias.

The evidence base itself has clear demographic contours. Most included studies were conducted in Asia (57.14%), followed by Middle Eastern countries (28.57%) and Europe (14.29%), with all employing cross-sectional designs published between 2019 and 2025. Participants were predominantly adolescents and young adults, with mean ages ranging from 12.84 to 25.57 years, and sample sizes spanning from 71 to an extraordinary 50,855 individuals. The Internet Gaming Disorder Scale–Short Form dominated IGD assessment. Older adults, clinical populations, and non-student gamers remain markedly underrepresented, and the authors stress that the pooled estimate should be read as an average association rather than a uniform effect across all populations. Language restrictions to English and Spanish and exclusive reliance on self-report measures—which may inflate associations through shared method variance and social desirability—add further interpretive caution.

Perhaps the most important limitation is the field’s oldest problem: correlation is not causation. Because every included study was cross-sectional, the meta-analysis cannot determine whether low resilience drives gaming disorder, whether persistent gaming erodes resilience through sleep disruption, social withdrawal, and disengagement from adaptive activities, or whether both dynamics operate simultaneously. The authors call explicitly for longitudinal and experimental research to clarify temporal ordering and to test whether resilience-enhancing interventions actually reduce IGD symptoms. Prior meta-analytic evidence shows resilience interventions can improve mental health and adaptive coping among students, but whether those benefits translate into reduced problematic gaming remains an open question.

Even with those constraints, the practical implications are significant. Effects of this magnitude are typical for psychological risk and protective factors and can be meaningfully consequential at the population level. The findings argue for embedding resilience-building strategies—emotion regulation training, adaptive coping skills, stress management—into school-based and community prevention programmes targeting adolescents and young adults, the demographic where IGD prevalence climbs to 4–10% or higher and where East Asian estimates reach roughly 6%. For a disorder formally recognized by both major psychiatric classification systems, this synthesis provides researchers and clinicians with something they previously lacked: a rigorously quantified, robust, and bias-checked estimate of how psychological resilience relates to problematic gaming, along with a clear roadmap for the longitudinal, cross-cultural, and clinical work that must follow before causality can be claimed.

Subject of Research: The relationship between psychological resilience and internet gaming disorder, quantified through meta-analysis.

Article Title: The Association Between Internet Gaming Disorder and Resilience: A Meta-Analysis

Article References: Hidalgo-Fuentes, S., Martínez-Álvarez, I., & González-Pérez, E. (2026). The Association Between Internet Gaming Disorder and Resilience: A Meta-Analysis. International Journal of Mental Health and Addiction. https://doi.org/10.1007/s11469-026-01715-2

Image Credits: AI Generated

DOI: 10.1007/s11469-026-01715-2

Keywords: internet gaming disorder, resilience, meta-analysis, behavioural addiction, adolescents, mental health, I-PACE model, gaming disorder, coping strategies, prevention, psychology, self-regulation

Bullying victimization has long been recognized as a potent risk factor for various psychological disorders, yet the longitudinal dynamics of how different patterns of bullying exposure influence addictions like IGD remain underexplored. This study innovatively utilized Growth Mixture Modeling (GMM) to classify adolescents into distinct victimization trajectories over time, moving beyond simplistic one-time victimization snapshots to capture evolving patterns of harm. Such a sophisticated statistical approach allows for a deeper understanding of how persistent or changing bullying experiences uniquely contribute to mental health outcomes.

The study’s cohort began with 20,137 Chinese adolescents, monitored across three separate time points, enabling researchers to draw robust conclusions about the progression of bullying victimization and its impact on internet gaming behaviors. Standardized instruments were employed, including the Multidimensional Peer-Victimization Scale for bullying assessment, the Internet Gaming Disorder Scale – Short Form to evaluate IGD, and the Connor–Davidson Resilience Scale to gauge psychological resilience. The combination of these validated tools imbues the study with methodological rigor rarely seen in large-scale behavioral research.

Through GMM analysis, the researchers identified four salient bullying victimization trajectories: low-risk (77.8%), chronic (9.1%), remitting (9.9%), and escalating (3.2%). This categorization illuminates a spectrum from stable low exposure to persistent and worsening victimization. The study found that adolescents in the chronic and escalating victimization groups exhibited dramatically increased odds of developing IGD by the third wave of data collection, with adjusted odds ratios of 4.23 and a striking 10.56, respectively. These statistics punctuate the grave long-term risks associated with sustained or worsening peer bullying.

Intriguingly, the remitting group—those who experienced early victimization that decreased over the study period—did not show a significant rise in IGD risk relative to the low-risk group. This critical finding suggests that cessation or reduction of bullying exposure can mitigate long-term addictive behaviors, offering urgent implications for intervention timing and focus. The differentiation among trajectories thus refines our understanding of victimization’s psychological sequelae, moving toward targeted mental health strategies.

Central to these dynamics is the mediating role of resilience — a multifaceted construct encompassing emotional, cognitive, and social adaptability. The study deployed a bootstrapped mediation analysis demonstrating that impaired resilience significantly mediated the increased risk of IGD for the chronic and escalating bullying trajectories, with effect sizes indicating strong indirect pathways. In contrast, resilience did not mediate the non-significant IGD risk in the remitting group, emphasizing resilience as a dynamic buffer against addictive outcomes in persistently victimized adolescents.

Resilience impairment emerged as a pivotal psychological mechanism through which prolonged bullying exposure predisposes youth to excessive internet gaming. This underscores the importance of resilience-enhancing interventions as preventive mental health measures. Techniques such as cognitive-behavioral approaches, social skills training, and family support could fortify coping capacities, reducing the vulnerability of at-risk adolescents to IGD and potentially other comorbid disorders.

This research’s longitudinal design, encompassing a vast adolescent population, lends unprecedented statistical power to detect subtle but meaningful longitudinal patterns. Such large cohort studies are invaluable for capturing developmental processes in psychological disorders, moving beyond cross-sectional snapshots that often obscure causality and temporal order. The three-wave follow-up allowed for the observation of victimization changes and their cumulative psychological impact.

From a public health perspective, these findings signal a call to action for educators, clinicians, and policy makers. Early identification of chronic and escalating bullies and victims should become a cornerstone of school-based mental health programs. Moreover, systematic resilience training and psychosocial support measures could act as prophylactic shields against the burgeoning global crisis of behavioral addictions in adolescents.

The nuances uncovered here also suggest that not all bullying experiences inexorably lead to gaming addiction; instead, the timing, chronicity, and psychological response to victimization critically shape outcomes. Such insights advocate for precision mental health—an approach tailoring prevention and treatment interventions to individual risk trajectories and psychological profiles, maximizing efficacy by leveraging longitudinal psychosocial data.

Furthermore, the remarkably high odds ratios for IGD in the escalating group emphasize how rapidly worsening peer victimization can amplify risk, signaling urgent windows for intervention before compounding psychological harms entrench addictive behaviors. These trajectories provide actionable biomarkers for clinical and educational stakeholders to prioritize resources.

Scientific focus on IGD has intensified in recent years, due to its rising prevalence and inclusion of gaming disorder in diagnostic manuals. However, understanding its psychosocial antecedents remains fragmentary. This study contributes a cohesive model detailing how exposure to peer victimization disrupts resilience systems, paving the way to IGD. Such mechanistic clarity enhances our capacity to design mechanistically informed treatment modalities.

Finally, this research enriches the global discourse on adolescent mental health by elucidating culturally relevant patterns within Chinese youth, where academic pressures and social dynamics interplay uniquely with internet use. While longitudinal research is resource-intensive, its rewards include nuanced risk stratification and dynamic intervention frameworks that shorter studies cannot provide, making it a benchmark for future investigations.

In conclusion, the identification of discrete bullying victimization trajectories and their differential impact on internet gaming addiction mediated by resilience advances the field’s understanding of adolescent behavioral disorders. This evidence advocates for continual monitoring of victimization patterns and the implementation of resilience-building strategies as essential components of early prevention frameworks. Tackling peer victimization not only curtails immediate harm but may also thwart the cascade into addictive disorders, ultimately safeguarding adolescent mental health in a digitally connected era.

Subject of Research: The longitudinal impact of bullying victimization trajectories on Internet Gaming Disorder and the mediating role of psychological resilience among Chinese adolescents.

Article Title: The effect of bullying victimization trajectory on internet gaming disorder and the mediating role of impaired resilience: a three-wave cohort study among Chinese adolescents.

Article References:
Peng, P., Chen, Z., Ren, S. et al. The effect of bullying victimization trajectory on internet gaming disorder and the mediating role of impaired resilience: a three-wave cohort study among Chinese adolescents. BMC Psychiatry (2025). https://doi.org/10.1186/s12888-025-07641-2

Image Credits: AI Generated

DOI: https://doi.org/10.1186/s12888-025-07641-2