News - Behavioral Predictors of Microtransaction Spending in Freemium Mobile Games: A Machine Learning Approach #949226723080 (2025-02-07)

Behavioral Predictors of Microtransaction Spending in Freemium Mobile Games: A Machine Learning Approach

Thanks to Rebecca Cook for contributing the article "Behavioral Predictors of Microtransaction Spending in Freemium Mobile Games: A Machine Learning Approach".

The storytelling in video games has matured into an art form, offering players complex narratives filled with rich characters, moral dilemmas, and emotionally resonant experiences that rival those found in literature and cinema. Players are no longer passive consumers but active participants in interactive narratives, shaping the outcome of stories through their choices and actions. This interactive storytelling blurs the line between player and protagonist, creating deeply personal and immersive narratives that leave a lasting impact.

This paper explores how mobile games can be used to raise awareness about environmental issues and promote sustainable behaviors. Drawing on environmental psychology and game-based learning, the study investigates how game mechanics such as resource management, ecological simulations, and narrative-driven environmental challenges can educate players about sustainability. The research examines case studies of games that integrate environmental themes, analyzing their impact on players' attitudes toward climate change, waste reduction, and conservation efforts. The paper proposes a framework for designing mobile games that not only entertain but also foster environmental stewardship and collective action.

This systematic review examines existing literature on the effects of mobile gaming on mental health, identifying both beneficial and detrimental outcomes. It provides evidence-based recommendations for stakeholders in the gaming industry and healthcare sectors.

This research investigates the ethical and psychological implications of microtransaction systems in mobile games, particularly in free-to-play models. The study examines how microtransactions, which allow players to purchase in-game items, cosmetics, or advantages, influence player behavior, spending habits, and overall satisfaction. Drawing on ethical theory and psychological models of consumer decision-making, the paper explores how microtransactions contribute to the phenomenon of “pay-to-win,” exploitation of vulnerable players, and player frustration. The research also evaluates the psychological impact of loot boxes, virtual currency, and in-app purchases, offering recommendations for ethical monetization practices that prioritize player well-being without compromising developer profitability.

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.

2025-02-07

Blockchain-Driven Transparency in Virtual Economy Transactions

This research critically examines the ethical considerations of marketing practices in the mobile game industry, focusing on how developers target players through personalized ads, in-app purchases, and player data analysis. The study investigates the ethical implications of targeting vulnerable populations, such as minors, by using persuasive techniques like loot boxes, microtransactions, and time-limited offers. Drawing on ethical frameworks in marketing and consumer protection law, the paper explores the balance between business interests and player welfare, emphasizing the importance of transparency, consent, and social responsibility in game marketing. The research also offers recommendations for ethical advertising practices that avoid manipulation and promote fair treatment of players.

Judith Mitchell 2025-02-07 published post

2025-02-07

Dynamic Pricing Strategies for NFTs in Blockchain-Enabled Games

This paper offers a historical and theoretical analysis of the evolution of mobile game design, focusing on the technological advancements that have shaped gameplay mechanics, user interfaces, and game narratives over time. The research traces the development of mobile gaming from its inception to the present day, considering key milestones such as the advent of touchscreen interfaces, the rise of augmented reality (AR), and the integration of artificial intelligence (AI) in mobile games. Drawing on media studies and technology adoption theory, the paper examines how changing technological landscapes have influenced player expectations, industry trends, and game design practices.

Maria Anderson 2025-02-07 published post

2025-02-07

The Role of Smart Contracts in Enforcing Fair Play in Blockchain Mobile Games

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.

Deborah Sanchez 2025-02-07 published post

Behavioral Predictors of Microtransaction Spending in Freemium Mobile Games: A Machine Learning Approach

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Blockchain-Driven Transparency in Virtual Economy Transactions

Dynamic Pricing Strategies for NFTs in Blockchain-Enabled Games

The Role of Smart Contracts in Enforcing Fair Play in Blockchain Mobile Games

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