columbia-edu.pp.ua

Mobile Game Addiction and Its Effects on Social Relationships

This research investigates how machine learning (ML) algorithms are used in mobile games to predict player behavior and improve game design. The study examines how game developers utilize data from players’ actions, preferences, and progress to create more personalized and engaging experiences. Drawing on predictive analytics and reinforcement learning, the paper explores how AI can optimize game content, such as dynamically adjusting difficulty levels, rewards, and narratives based on player interactions. The research also evaluates the ethical considerations surrounding data collection, privacy concerns, and algorithmic fairness in the context of player behavior prediction, offering recommendations for responsible use of AI in mobile games.

Kathleen Simmons CEO and Founder

Mobile Game Addiction and Its Effects on Social Relationships

This research explores the role of mobile games in the development of social capital within online multiplayer communities. The study draws on social capital theory to examine how players form bonds, share resources, and collaborate within game environments. By analyzing network structures, social interactions, and community dynamics, the paper investigates how mobile games contribute to the creation of virtual social networks that extend beyond gameplay and influence offline relationships. The research also explores the role of mobile games in fostering a sense of belonging and collective identity, while addressing the potential for social exclusion, toxicity, and exploitation within game communities.

Anna Ross CEO and Founder

The Cultural Impact of Mobile Games in Developing Countries

This research examines the concept of psychological flow in the context of mobile game design, focusing on how game mechanics can be optimized to facilitate flow states in players. Drawing on Mihaly Csikszentmihalyi’s flow theory, the study analyzes the relationship between player skill, game difficulty, and intrinsic motivation in mobile games. The paper explores how factors such as feedback, challenge progression, and control mechanisms can be incorporated into game design to keep players engaged and motivated. It also examines the role of flow in improving long-term player retention and satisfaction, offering design recommendations for developers seeking to create more immersive and rewarding gaming experiences.

Alexander Ward CEO and Founder

Exploring the Long-Term Effects of Mobile Games on Attention Deficits

This paper explores the use of mobile games as educational tools, assessing their effectiveness in teaching various subjects and skills. It discusses the advantages and limitations of game-based learning in mobile contexts.

Cynthia Bailey CEO and Founder

The Influence of PlayStation's VR on Game Development Trends

This paper investigates how different motivational theories, such as self-determination theory (SDT) and the theory of planned behavior (TPB), are applied to mobile health games that aim to promote positive behavioral changes in health-related practices. The study compares various mobile health games and their design elements, including rewards, goal-setting, and social support mechanisms, to evaluate how these elements align with motivational frameworks and influence long-term health behavior change. The paper provides recommendations for designers on how to integrate motivational theory into mobile health games to maximize user engagement, retention, and sustained behavioral modification.

Jerry Fisher CEO and Founder

2025.2.23

Strategies for Creating Accessible Gaming Experiences

This research examines how mobile games facilitate the creation and exploration of digital identities through avatars and personalized in-game experiences. The study investigates the psychological and sociocultural effects of avatar customization, including how players express aspects of their personality, race, gender, and social identity in virtual environments. Drawing on theories of identity formation, social psychology, and media studies, the paper explores how mobile games can influence players' self-concept, self-esteem, and social interactions both within and outside of game worlds. The research also addresses the ethical implications of identity representation in games, particularly with regard to inclusivity and the reinforcement of social stereotypes.

Barbara Garcia CEO and Founder

Mobile Games and the Rise of Digital Nomadism: Playing Anywhere, Anytime

This study explores the integration of augmented reality (AR) technologies in mobile games, examining how AR enhances user engagement and immersion. It discusses technical challenges, user acceptance, and the future potential of AR in mobile gaming.

Alice Coleman CEO and Founder

Trending

Mobile Game Addiction and Its Effects on Social Relationships

Mobile Game Addiction and Its Effects on Social Relationships

The Cultural Impact of Mobile Games in Developing Countries

Exploring the Long-Term Effects of Mobile Games on Attention Deficits

The Influence of PlayStation's VR on Game Development Trends

Strategies for Creating Accessible Gaming Experiences

Mobile Games and the Rise of Digital Nomadism: Playing Anywhere, Anytime

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