News - Behavioral Predictors of Microtransaction Spending in Freemium Mobile Games: A Machine Learning Approach #370386238507 (2025-02-02)

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

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

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 examines the role of geolocation-based augmented reality (AR) games in transforming how urban spaces are perceived and interacted with by players. The study investigates how AR mobile games such as Pokémon Go integrate physical locations into gameplay, creating a hybrid digital-physical experience. The paper explores the implications of geolocation-based games for urban planning, public space use, and social interaction, considering both the positive and negative effects of blending virtual experiences with real-world environments. It also addresses ethical concerns regarding data privacy, surveillance, and the potential for gamifying everyday spaces in ways that affect public life.

This research explores the use of adaptive learning algorithms and machine learning techniques in mobile games to personalize player experiences. The study examines how machine learning models can analyze player behavior and dynamically adjust game content, difficulty levels, and in-game rewards to optimize player engagement. By integrating concepts from reinforcement learning and predictive modeling, the paper investigates the potential of personalized game experiences in increasing player retention and satisfaction. The research also considers the ethical implications of data collection and algorithmic bias, emphasizing the importance of transparent data practices and fair personalization mechanisms in ensuring a positive player experience.

This study examines how mobile games can be used as tools for promoting environmental awareness and sustainability. It investigates game mechanics that encourage players to engage in pro-environmental behaviors, such as resource conservation and eco-friendly practices. The paper highlights examples of games that address climate change, conservation, and environmental education, offering insights into how games can influence attitudes and behaviors related to sustainability.

This paper explores the use of data analytics in mobile game design, focusing on how player behavior data can be leveraged to optimize gameplay, enhance personalization, and drive game development decisions. The research investigates the various methods of collecting and analyzing player data, such as clickstreams, session data, and social interactions, and how this data informs design choices regarding difficulty balancing, content delivery, and monetization strategies. The study also examines the ethical considerations of player data collection, particularly regarding informed consent, data privacy, and algorithmic transparency. The paper proposes a framework for integrating data-driven design with ethical considerations to create better player experiences without compromising privacy.

2025-02-02

Neural Correlates of Immersion in AR-Based Mobile Gaming Experiences

This study explores the application of mobile games and gamification techniques in the workplace to enhance employee motivation, engagement, and productivity. The research examines how mobile games, particularly those designed for workplace environments, integrate elements such as leaderboards, rewards, and achievements to foster competition, collaboration, and goal-setting. Drawing on organizational behavior theory and motivation psychology, the paper investigates how gamification can improve employee performance, job satisfaction, and learning outcomes. The study also explores potential challenges, such as employee burnout, over-competitiveness, and the risk of game fatigue, and provides guidelines for designing effective and sustainable workplace gamification systems.

Timothy Butler 2025-02-02 published post

2025-02-02

Microeconomic Simulations of Player Choices in Virtual Economies

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.

Martha Perry 2025-02-02 published post

2025-02-02

AI-Powered Adaptive Augmentation in Mixed Reality Games

This paper explores the evolution of digital narratives in mobile gaming from a posthumanist perspective, focusing on the shifting relationships between players, avatars, and game worlds. The research critically examines how mobile games engage with themes of agency, identity, and technological mediation, drawing on posthumanist theories of embodiment and subjectivity. The study analyzes how mobile games challenge traditional notions of narrative authorship, exploring the implications of emergent storytelling, procedural narrative generation, and player-driven plot progression. The paper offers a philosophical reflection on the ways in which mobile games are reshaping the boundaries of narrative and human agency in digital spaces.

Sandra Scott 2025-02-02 published post

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

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Neural Correlates of Immersion in AR-Based Mobile Gaming Experiences

Microeconomic Simulations of Player Choices in Virtual Economies

AI-Powered Adaptive Augmentation in Mixed Reality Games

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