This pioneering investigation delves into how maternal psychological aggression—a form of verbal and emotional hostility from mothers—serves as a significant predictor of adolescents’ addictive behaviors toward short video platforms, which have surged in popularity globally. Short videos, with their quick, engaging, and often addictive nature, pose risks beyond mere screen time concerns, infiltrating the emotional and relational spheres of adolescents more deeply than previously recognized.

Crucially, the study introduces the mediating factor of mother-adolescent attachment, revealing that the quality of this intimate relationship influences how psychological aggression translates into maladaptive digital behaviors. When maternal psychological aggression undermines emotional bonds, it weakens a core protective factor for adolescents, who may then turn to short video platforms as a compensatory mechanism. These platforms provide instant gratification and social engagement, which can temporarily fill the relational void left by fraught maternal relationships.

Emphasizing the significance of relational frameworks in digital addiction, the researchers also identify the moderating role of peer attachment. Peer relationships can either exacerbate or mitigate the impact of maternal aggression. Adolescents with strong, positive peer attachments demonstrate a buffer against the negative consequences of maternal psychological aggression on their video consumption habits. Conversely, weak or insecure peer relationships compound the risk, increasing vulnerability to addictive behaviors.

The cultural context of this study – focused specifically on Chinese adolescents – adds an additional layer of complexity and importance. In Chinese society, where familial obligations and maternal roles are deeply emphasized, the findings underscore how deviations from supportive maternal behaviors manifest in unique patterns of adolescent digital engagement. This invites further research on cross-cultural variations in digital addiction and the familial determinants that shape it.

Significantly, this research integrates psychological theory with modern behavioral trends, leveraging established attachment theory to conceptualize the pathways from maternal psychological aggression to digital addiction. Attachment theory posits that secure, supportive bonds with caregivers are foundational to healthy emotional regulation and social functioning. When these bonds are compromised, as seen through maternal aggression, adolescents’ coping mechanisms may skew toward maladaptive alternatives such as excessive short video use.

The researchers employed robust methodologies involving standardized psychological assessments and validated measures of both maternal aggression and adolescent attachment styles. This ensures that the results are grounded in rigorous empirical data, providing a reliable foundation for interventions aimed at reducing adolescent digital addiction. The study’s sample size and demographic diversity within the Chinese adolescent population further strengthen the generalizability of the findings.

One of the most innovative aspects of this study is its dual-layered approach: understanding addiction not just as an isolated behavioral issue but as an outcome embedded in relational and social contexts. This is particularly relevant against the backdrop of the contemporary digital landscape, where peer influence and parental relationships continually intersect with technology use.

The implications for mental health practitioners, educators, and policymakers are profound. Interventions to curb adolescent addiction to short videos must extend beyond user education and digital literacy, incorporating family-based approaches that address maternal psychological dynamics. Enhancing mother-adolescent attachment quality emerges as a promising target for reducing reliance on digital escapism.

Moreover, fostering healthy peer relationships can serve as a crucial protective factor. Schools and community programs designed to improve peer attachment and social skills could mitigate some of the negative psychological effects stemming from challenging family environments. This multidimensional strategy aligns with holistic approaches to adolescent mental health and digital wellbeing.

As digital platforms continue to evolve, the addictive potential of short videos remains a growing concern worldwide. The persuasive, algorithm-driven design of these platforms capitalizes on human psychological vulnerabilities, magnifying the impact of familial and social stressors. Thus, understanding the root psychological causes behind addiction facilitates more effective prevention and treatment strategies.

This study also opens the door to further research on the bidirectional nature of these relationships. It raises questions about whether adolescents’ excessive video consumption could in turn affect maternal behaviors and attachment quality, potentially creating cyclical patterns of psychological aggression and addiction. Longitudinal research could clarify these dynamics.

Furthermore, examining paternal psychological aggression and its interaction with maternal influences could deepen the understanding of family dynamics on adolescent behavioral outcomes. The study’s focus on maternal aggression, while crucial, presents an opportunity for expansive future inquiry into broader family systems.

In conclusion, the research by Li, Zhang, and Ren illuminates a critical psychological pathway linking maternal aggression to adolescent short video addiction, mediated by familial attachment and shaped by peer relationships. This nuanced understanding holds promise for developing comprehensive interventions that recognize the intertwined nature of family, peers, and digital behavior in shaping adolescent mental health.

As societies grapple with the challenges presented by rapidly changing digital ecosystems, this study accentuates the need for integrative approaches that address the emotional and relational underpinnings of addictive behaviors in youths. By prioritizing the restoration of healthy attachments and peer connections, stakeholders can better protect adolescents from the potentially damaging effects of short video addiction and its broader psychological ramifications.

Subject of Research: The psychological impact of maternal psychological aggression on Chinese adolescent addiction to short videos, including mediation by mother-adolescent attachment and moderation by peer attachment.

Article Title: The Impact of Maternal Psychological Aggression on Chinese Adolescent Short Video Addiction: The Mediating Role of Mother-Adolescent Attachment and the Moderating Role of Peer Attachment.

Article References:
Li, Z., Zhang, X. & Ren, Y. The Impact of Maternal Psychological Aggression on Chinese Adolescent Short Video Addiction: The Mediating Role of Mother-Adolescent Attachment and the Moderating Role of Peer Attachment. Int J Ment Health Addiction (2025). https://doi.org/10.1007/s11469-025-01578-z

Image Credits: AI Generated

DOI: https://doi.org/10.1007/s11469-025-01578-z

Cognitive control, the faculty allowing individuals to regulate thoughts, emotions, and actions in accordance with internal goals, is pivotal for adaptive functioning. Heightened exposure to short-form videos, characterized by rapid image transitions and immediate gratification, potentially taxes this control system, leading to attentional lapses and diminished inhibitory control. Zhu and colleagues’ work uses empirical methodologies to clearly demonstrate that individuals who exhibit problematic consumption patterns of short-form video content have measurable dysfunction in these cognitive control processes.

The study’s innovation lies in integrating eye-tracking data with computational modeling provided by the drift–diffusion framework. Eye-tracking provides direct, real-time measurement of visual attention and saccadic movements, which are key proxies for cognitive control and executive function. Meanwhile, the drift–diffusion model mathematically decomposes decision-making processes into parameters that reflect the speed and quality of information accumulation, as well as boundary settings representing decision caution. By combining these techniques, the research elucidates both the overt attentional behavior and the underlying decision-making deficits associated with problematic short-form video use.

Participants recruited for this study were assessed through a battery of neuropsychological and behavioral scales to quantify problematic use alongside detailed eye-tracking sessions. During specific cognitive control paradigms, participants’ gaze trajectories were recorded to monitor fixation duration, gaze shifts, and susceptibility to distraction by emotionally salient stimuli embedded within the stimuli. From these measurements, substantial differences emerged between high-risk individuals and control groups, indicating a reduced ability for sustained attention and inhibitory control during task performance.

Crucially, the drift–diffusion modeling parameter estimates revealed slowed drift rates and lowered decision thresholds among those with problematic short-form video use. The slower drift rate suggests deficits in efficient evidence accumulation when performing cognitive tasks, indicating that information processing is less steady and more error-prone. Reduced decision thresholds further imply an impulsivity bias, manifesting as a readiness to commit to decisions without adequate deliberation. These findings paint a comprehensive picture of impaired cognitive regulation in this cohort aligned with neurocognitive theories of addiction and behavioral dysregulation.

Beyond advancing mechanistic understanding, this research signals potential implications for clinical interventions and digital well-being strategies. Insight into the cognitive control signatures underlying problematic short-form video use can guide the development of tailored cognitive training programs that reinforce executive function. Additionally, platform designers might incorporate features that mitigate compulsive engagement, such as enforced micro-breaks or attentional nudges informed by real-time eye movement data metrics extracted during app usage.

The pervasive appeal of short-form videos is often credited to their dopamine-triggering reward cycles, yet this study highlights a double-edged consequence: the constant barrage of highly stimulating content erodes the very cognitive faculties necessary to regulate consumption. The rapid, fragmented nature of short-form content appears to foster a cycle in which users increasingly lose control over their attentional resources, supporting a neurobehavioral feedback loop akin to substance-related disorders but uniquely situated in digital behavioral addiction.

Zhu, Fong, and Wu’s rigorous experimental design also enables differentiation between attentional deficits stemming from general distraction and those specifically attributable to addictive patterns of use. By controlling for baseline cognitive function and comorbid symptomatology, their findings validate that the observed impairments are not mere correlates of typical video consumption, but specific markers of problematic engagement. This distinction is critical in an era where excessive screen time is commonplace but does not uniformly result in clinical impairment.

Furthermore, the incorporation of eye-tracking technology offers unprecedented granularity in assessing the temporal dynamics of attentional capture and disengagement. The data indicate that problematic users have prolonged fixations on salient cues but struggle to shift attention adaptively, a phenomenon echoing the ‘attentional bias’ observed in substance use disorders. This parallel underscores the neurocognitive similarities between digital addiction and classical addiction frameworks, potentially influencing future diagnostic criteria and treatment modalities.

One of the remarkable facets of this research is the scalability of its methodological approach. Eye-tracking sensors are increasingly embedded in consumer devices, suggesting that future applications could include passive monitoring of cognitive control states in real time. When integrated with predictive models like drift–diffusion, these tools could offer early warning signals for escalating problematic use, enabling timely intervention before more severe consequences manifest.

Critics might argue that the field must carefully balance acknowledging risks while not pathologizing typical media use in a digitally native generation. However, Zhu and colleagues address this tension by emphasizing the spectrum of use—from healthy engagement to disordered patterns—supported by precise neurocognitive profiling. This nuance enriches public discourse by moving beyond binary perspectives on technology usage toward data-driven, individualized assessments.

The implications of these findings extend beyond mental health alone, with potential ripple effects impacting educational outcomes and workplace productivity. Cognitive control deficits linked to compulsive short-form video consumption could impair learning, memory consolidation, and task completion, posing unique challenges in academic and professional environments increasingly reliant on sustained focus amidst digital distractions.

In addition to advancing theoretical knowledge, this study offers concrete pathways for interdisciplinary collaboration. Neuroscientists, clinicians, technologists, and behavioral scientists can converge to develop evidence-based policies and tools that foster healthier digital ecosystems. From algorithmic adjustments reducing addictive content reinforcement to cognitive training apps informed by eye-tracking derived biomarkers, opportunities abound to translate these insights into scalable, impactful interventions.

Ultimately, Zhu, Fong, and Wu’s investigation serves as a clarion call to public health stakeholders on the urgent need to understand and mitigate the cognitive hazards born from short-form video platforms. Their data-driven approach exemplifies the power of combining cutting-edge technology with nuanced modeling to decode the complexities of digital behavioral addiction—illuminating new frontiers in mental health research shaped by the digital age.

As attention allocation becomes an increasingly scarce cognitive resource, the clarity brought forth by this study underscores a pivotal battleground: our ability to master digital temptations through strengthened cognitive control could define not only individual well-being but also collective societal functioning in a hyper-connected world.

In conclusion, the fusion of eye-tracking and drift–diffusion modeling represents a transformative advance in dissecting the nuanced cognitive disturbances induced by problematic short-form video consumption. This research not only expands the scientific understanding of digital behavioral addictions but also charts a course toward innovative clinical and technological solutions to preserve cognitive health in an ever-evolving media landscape.

Subject of Research: Cognitive control deficits associated with problematic use of short-form video content.

Article Title: Cognitive Control Deficits in Individuals with Problematic Use of Short-Form Video: Evidence from an Eye-Tracking Study and the Drift–Diffusion Model.

Article References:
Zhu, J., Fong, L.H.N. & Wu, A.M.S. Cognitive Control Deficits in Individuals with Problematic Use of Short-Form Video: Evidence from an Eye-Tracking Study and the Drift–Diffusion Model. Int J Ment Health Addiction (2025). https://doi.org/10.1007/s11469-025-01585-0

Image Credits: AI Generated

DOI: https://doi.org/10.1007/s11469-025-01585-0