Modeling Long-Term Engagement in Mobile Games: Insights from Survival Analysis #777252828408 (2025-02-03)

Modeling Long-Term Engagement in Mobile Games: Insights from Survival Analysis

Thanks to Gary Rivera for contributing the article "Modeling Long-Term Engagement in Mobile Games: Insights from Survival Analysis".

This study explores the evolution of virtual economies within mobile games, focusing on the integration of digital currency and blockchain technology. It analyzes how virtual economies are structured in mobile games, including the use of in-game currencies, tradeable assets, and microtransactions. The paper also investigates the potential of blockchain technology to provide decentralized, secure, and transparent virtual economies, examining its impact on player ownership, digital asset exchange, and the creation of new revenue models for developers and players alike.

This paper delves into the concept of digital addiction, specifically focusing on the psychological and social impacts of excessive mobile game usage. The research examines how mobile gaming, particularly in free-to-play models, contributes to behavioral addiction, exploring how reward loops, social pressure, and the desire for progression can lead to compulsive gaming behavior. Drawing on psychological theories of addiction, habit formation, and reward systems, the study analyzes the mental health consequences of excessive gaming, such as sleep disruption, anxiety, and social isolation. The paper also evaluates preventive and intervention strategies, including digital well-being tools and game design modifications, to mitigate the risk of addiction.

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.

This paper investigates the role of social influence in mobile games, focusing on how social networks, peer pressure, and social comparison affect player behavior and in-game purchasing decisions. The study examines how features such as leaderboards, friend lists, and social sharing options influence players’ motivations to engage with the game and spend money on in-game items. Drawing on social psychology and behavioral economics, the research explores how players' decisions are shaped by their interactions with others in the game environment. The paper also discusses the ethical implications of using social influence to drive in-game purchases, particularly in relation to vulnerable players and addiction risk.

This paper explores the role of artificial intelligence (AI) in personalizing in-game experiences in mobile games, particularly through adaptive gameplay systems that adjust to player preferences, skill levels, and behaviors. The research investigates how AI-driven systems can monitor player actions in real-time, analyze patterns, and dynamically modify game elements, such as difficulty, story progression, and rewards, to maintain player engagement. Drawing on concepts from machine learning, reinforcement learning, and user experience design, the study evaluates the effectiveness of AI in creating personalized gameplay that enhances user satisfaction, retention, and long-term commitment to games. The paper also addresses the challenges of ensuring fairness and avoiding algorithmic bias in AI-based game design.

2025-02-03

Digital Storytelling in Mobile Games: Bridging Global Narratives and Local Traditions

This research explores the role of reward systems and progression mechanics in mobile games and their impact on long-term player retention. The study examines how rewards such as achievements, virtual goods, and experience points are designed to keep players engaged over extended periods, addressing the challenges of player churn. Drawing on theories of motivation, reinforcement schedules, and behavioral conditioning, the paper investigates how different reward structures, such as intermittent reinforcement and variable rewards, influence player behavior and retention rates. The research also considers how developers can balance reward-driven engagement with the need for game content variety and novelty to sustain player interest.

Nicholas Richardson 2025-02-03 published post

2025-02-03

Real-Time Network Optimization for Cross-Region Multiplayer Games

This research explores the integration of ethical decision-making frameworks into the design of mobile games, focusing on how developers can incorporate ethical principles into game mechanics and player interactions. The study examines the role of moral choices, consequences, and ethical dilemmas in games, analyzing how these elements influence player decision-making, empathy, and social responsibility. Drawing on ethical philosophy, game theory, and human-computer interaction, the paper investigates how ethical game design can foster awareness of societal issues, promote ethical behavior, and encourage critical thinking. The research also addresses the challenges of balancing ethical considerations with commercial success and player enjoyment.

Victoria Simmons 2025-02-03 published post

2025-02-03

Data Sovereignty in Mobile Gaming: Regulatory Challenges and Opportunities

This study analyzes the growth of mobile game streaming services and their impact on the mobile gaming market. It explores how cloud gaming platforms, such as Google Stadia and Microsoft’s Project xCloud, allow players to access high-quality games on low-powered devices. The paper evaluates the technical challenges of latency, bandwidth, and device compatibility, as well as the potential of mobile game streaming to democratize access to games globally.

Kimberly Gonzalez 2025-02-03 published post