Player Behavior Reports | Game Industry Library

Player Behavior

State of Mobile Games: Cognitive and Psychological Benefits

The report investigates how mobile games influence cognitive and psychological well‑being, drawing on a large U.S. sample of 483 participants (252 men, 213 women, 18 non‑binary) and a series of 28 individual game studies. Personality was measured with the Big 5 inventory, while gaming habits included frequency, genre preference and primary motivations. The study found that personality traits significantly moderate game effects: extraverts gravitate toward social and action games, while introverts prefer relaxation‑oriented titles; openness predicts immersion and inspiration motives. Mood impact was quantified using Cohen’s d effect sizes for pre‑ to post‑play changes. Several games produced moderate to large positive effects on focus (e.g., Sound Sky, d = 0.90), creativity (Colorize, d = 1.17), determination (Nature Video, d = 0.76) and calmness (Color Breathing, d = 0.61). Puzzle‑centric titles consistently boosted creativity and curiosity, whereas timed or competitive games enhanced focus and grit. Non‑game controls such as a dripping faucet video yielded negative mood shifts, underscoring the relative benefit of game interventions. The findings suggest that mobile games can serve as low‑cost, scalable tools for improving mental well‑being, particularly when game design incorporates personalization to match diverse personality profiles. Recommendations target developers (to broaden appeal through adjustable difficulty and genre alignment), players (to select games aligned with desired emotional outcomes), and health professionals (to consider mobile gaming as adjunct therapy for mood disorders or attention deficits). The report calls for future research incorporating real‑time behavioral metrics to refine these insights.

market-analysis player-behavior mobile+2

SkillprintJan 2023

Mobile Growth & Monetization Report 2023

The mobile gaming landscape in 2023 reflects a strategic pivot toward operational efficiency as developers navigate softening in-app purchase (IAP) and advertising revenues. Success currently hinges on capturing player interest within the first 14 days, a critical window where 77% of all conversions occur. To capitalize on this timeframe, monetization strategies emphasize low-friction price points between $1.01 and $5.00, with high-performing assets such as virtual currencies, limited-time bundles, and sales generating over 56% of total IAP revenue. Beyond direct purchases, the integration of rewarded video ads and offerwalls has become essential for sustaining non-paying user bases. Strategic ad placement between levels or within game lobbies yields the highest engagement, particularly when incentivized by currency or gacha mechanics. Offerwalls, in particular, represent a significant growth lever, contributing 33% of total ad revenue for games utilizing multi-faceted monetization. These tools also serve as powerful retention drivers; players engaging with offerwalls demonstrate a 14% retention rate at Day 90, vastly outperforming the 3% rate seen among non-converters. From a global marketing perspective, hypercasual advertising remains the most effective conversion engine across the majority of gaming genres. Advertisers are increasingly looking toward high-value Tier-2 markets, noting exceptional click-through rates for sports titles in Japan and trivia games in South Korea. Furthermore, the adoption of Custom Store Pages is emerging as a vital tactic for improving return on investment, particularly within the puzzle, casino, and lifestyle segments. These findings underscore a broader industry trend toward data-driven personalization and diversified revenue streams to maintain long-term player lifetime value.

monetization user-acquisition player-behavior+2

UnityJan 2023

Misleading (Non-Core) Gameplay Ads Research 2023

The prevalence and perception of non-core gameplay advertisements, often categorized as misleading, represent a significant shift in mobile gaming marketing strategies. Based on a 2023 survey of 5,212 respondents across the United States, Japan, Europe, and Brazil, findings indicate that a vast majority of gamers have encountered these ads. Recognition is highest in the United States at 91%, while other regions range between 71% and 77%. Despite the controversial nature of these promotions, approximately 75% of players in Western markets and 70% in Japan and Brazil admit that the mechanics showcased in these ads are often more fascinating than the actual core gameplay of the advertised titles. The research challenges the assumption that misleading ads lead to immediate user churn. Between 35% and 46% of gamers reported they would continue playing a game despite the discrepancy, choosing to evaluate the product on its own merits rather than the accuracy of the advertisement. Players generally understand that developers use these tactics to inflate download numbers and revenue or to revitalize interest in older titles. The most appealing elements of these ads are the specific gameplay mechanics and puzzles, while user interface and new features hold the least draw. Notable titles associated with this phenomenon include Hero Wars, various "Scapes" games, and Evony. Demographic data reveals that the modern gaming audience is maturing, with nearly 10% of U.S. gamers over the age of 60 and less than 2.5% of the global sample under 18. Regional preferences vary significantly; casual titles dominate the U.S. market, while RPGs and complex math-based mechanics are preferred in Japan. In Europe and Brazil, competitive RPG and MMORPG genres lead in popularity. While engagement is high in the West, with many playing over 18 hours weekly, nearly half of Japanese respondents play for less than four hours per week. Ultimately, the industry is seeing a blurring of lines as developers integrate these advertised mini-games into their products to transition from "misleading" to "non-core" content.

monetization in-game-advertising player-behavior+1

NextersJan 2023

Analyzing the Consumer and Market Impacts of Chinese Games Market Policies

China’s gaming market, the largest in the world by revenue and player count, is currently defined by a complex and increasingly restrictive regulatory environment. Primary governmental concerns center on minor protection and the mitigation of gaming addiction, which officials often characterize as a negative social influence. Key mandates include strict playtime limits for users under 18—restricted to one hour on weekend and holiday evenings—and the implementation of mandatory real-name verification systems. While minor spending accounts for less than 2% of revenue for major firms like Tencent and NetEase, these regulations threaten long-term market growth by reducing the future pipeline of engaged players and esports talent. The administrative process for securing game licenses has become a significant barrier to entry. Following a nine-month freeze on approvals ending in early 2022, the government has adopted a rigorous scoring system that evaluates titles on societal values, cultural propagation, and original design. Foreign entities face additional hurdles, as they must partner with local publishers and navigate an approval process that is often slower than that for domestic titles. Consequently, many developers have shifted focus toward multi-platform releases, as a single license now covers mobile, PC, and console versions, streamlining the path to market. Despite these restrictions, a robust grey market persists. Players frequently utilize virtual private networks (VPNs) and game accelerators to access international platforms like Steam, while console users often purchase hardware and software from overseas markets to bypass local content limitations. Additionally, some mobile developers utilize ad-based monetization models to operate without formal licenses, though regulators have recently begun cracking down on this practice. In response to domestic pressures, Chinese gaming giants are aggressively expanding internationally. This strategy involves establishing overseas development studios, acquiring global talent, and launching international publishing labels. By leveraging their expertise in free-to-play mechanics and live operations, Chinese companies are successfully capturing market share in Western and other Asian markets, effectively diversifying their revenue streams away from the unpredictable regulatory landscape at home.

market-analysis player-demographics player-behavior+1

NewzooNov 2022

The State of Social Apps in Europe 2022

The European social application market in 2022 was characterized by a significant shift from rapid user acquisition toward aggressive monetization and the rise of niche, authenticity-driven platforms. While overall download volumes stabilized following the 2020 pandemic peak, consumer spending reached a record $830 million in the first ten months of 2022, representing an 86% year-over-year increase. This financial surge was primarily driven by TikTok, which maintained its position as the region's most downloaded app while diversifying its revenue streams through gaming, music, and high-value in-app purchases. Despite this dominance, TikTok’s revenue growth began to decelerate by the third quarter of 2022, signaling a maturing market. Competitive dynamics within the messaging and social networking subsectors revealed a diversifying landscape. Telegram emerged as a formidable challenger to WhatsApp, nearly closing the download gap and capturing significant market share in Russia. Simultaneously, BeReal disrupted the market by targeting Gen Z with dual-camera, privacy-focused content, forcing established giants like Instagram and TikTok to develop similar features to retain younger demographics. These shifts occurred against a backdrop of lower barriers to entry for new apps, as the download threshold required to reach the top of the App Store rankings declined by 30% compared to 2019. Despite the emergence of new competitors and shifting consumer preferences, legacy platforms maintained a strong foothold across the continent. Meta-owned applications, particularly Facebook, continued to lead in monthly active users across most European markets, with sustained dominance in Central and Eastern Europe. The industry's evolution reflects a broader transition where established leaders leverage massive existing user bases to pivot toward new monetization strategies, while newcomers focus on hyper-specific engagement models to challenge the status quo in an increasingly fragmented digital ecosystem.

market-analysis europe monetization+1

Sensor TowerSept 2022

Essential Facts About the Video Game Industry 2022

The 2022 Essential Facts About the Video Game Industry provides a comprehensive analysis of the American gaming landscape, asserting that video games have become a vital tool for social connection, skill-building, and mental well-being. The central thesis posits that the high levels of engagement sparked during the pandemic have become permanent fixtures of American life, with 90% of players maintaining or increasing their playtime since the pandemic's peak. The findings are based on a February 2022 study conducted by The NPD Group, which surveyed approximately 4,000 Americans. The data reveals that 66% of Americans—roughly 215.5 million people—play video games at least weekly. The player base is diverse and aging, with an average age of 33; 48% of players identify as female and 52% as male. While smartphones remain the most popular device (70%), the majority of players utilize multiple platforms. Puzzle and arcade games lead in popularity, though preferences shift by generation, with older adults specifically valuing games for cognitive stimulation. Social connectivity is a primary driver of modern gaming habits. The research shows that 83% of players engage with others, and 46% have met a significant other or close friend through gaming. Beyond entertainment, 97% of Americans see games as beneficial, citing stress relief and the development of cognitive and teamwork skills. Parents also view the medium favorably, with 77% playing games with their children weekly and 84% expressing awareness of ESRB ratings to manage household gaming habits. Economically, the industry reached $60.4 billion in total U.S. sales in 2021, driven largely by content spending. Purchase decisions are primarily influenced by game quality and price, with 67% of players engaging in in-game purchases. The scope of the report covers the 2021-2022 period, focusing on U.S. demographics, market trends, and the evolving social role of interactive entertainment.

market-analysis player-demographics player-behavior+1

Entertainment Software AssociationJun 2022

Motivations and Demographics Snapshot Report: The Motivations Driving Top Mobile Games, February 2022

The mobile gaming landscape in the United States is defined by a complex interplay between player demographics and a diverse set of motivational drivers. Analysis of the top 200 grossing titles as of early 2022 reveals that while certain motivations like excitement and thrill are universal, their execution is highly demographic-specific. Younger male audiences gravitate toward high-sensomotoric challenges such as Battle Royales, whereas players aged 45 and older seek similar thrills through low-sensomotoric experiences like Slots. A significant shift in the casual market is also evident, as every top-grossing casual game released between 2020 and 2022 has integrated renovation and customization elements to broaden appeal and foster player expression. Gender and age remain primary indicators of genre preference and monetization behavior. Thinking and solving motivations, prevalent in Match3 and Hidden Object games, attract a 63% female audience that frequently monetizes through level retries. Conversely, strategic planning and mastery drivers are dominated by male players, who make up 76% to 84% of the audience in 4X strategy and synchronous PvP titles. However, these gender lines blur in specific sub-genres; for instance, while men dominate resource optimization in strategy games, women represent 61% of the audience for similar mechanics within the Tycoon and Crafting categories. The integration of secondary motivational drivers has become a standard industry practice to enhance retention and engagement. Collection mechanics have permeated nearly all genres, with Slots and character-driven RPGs leading the trend. Social drivers are increasingly facilitated through non-competitive co-op and guild systems, particularly among men aged 25 to 44, while exploration is driven by live events and sandbox elements. Ultimately, the most successful mobile titles are those that layer multiple drivers—such as milestone completion, skill improvement, and social interaction—to appeal to the nuanced psychological profiles of their target demographics.

market-analysis player-demographics player-behavior+2

GameRefineryFeb 2022

Games Can Be Good for the Mind: State of Mobile Games – Cognitive and Psychological Benefits

This empirical report by Skillprint examines the cognitive and psychological benefits of mobile gaming, challenging the narrative that gaming is primarily detrimental to mental health. Based on a large-scale study of nearly 500 U.S. participants and 28 individual game impact studies, the research explores the intersection of the Big 5 personality traits, player motivations, and the emotional shifts experienced after gameplay. The methodology utilizes the Big 5 Inventory to assess traits such as Conscientiousness and Emotionality, while measuring mood changes across categories like focus, creativity, and determination using Cohen’s d effect sizes. The findings indicate that mobile games can significantly enhance specific mental states, often outperforming traditional psychological interventions like guided meditation or journaling. For instance, rhythm and puzzle games such as Sound Sky and Colorize showed large effect sizes for improving focus and creativity. The data also reveals that personality traits moderate these benefits; more emotional players tend to prefer word and idle games for relaxation, while open-minded individuals seek immersion and inspiration. Younger players are notably more driven by challenge and focus-oriented gameplay. The report concludes that game developers should prioritize personalization to appeal to diverse personality profiles, such as offering adjustable difficulty levels to satisfy both high-conscientiousness and high-emotionality players. It suggests that health professionals consider mobile games as supplemental tools for treating mood and attention disorders. Ultimately, the research advocates for a nuanced understanding of gaming as a customizable resource for psychological well-being, where specific genres and mechanics—such as timed challenges for focus or sandbox environments for creativity—can be matched to individual user needs.

player-behavior mobile global+1

SkillprintJan 2022

State of Mobile 2022 – Indonesia

Indonesia emerged as one of the world’s most mobile-centric markets in 2021, with users averaging 5.4 hours daily on mobile devices, representing a 38% increase since 2019. This engagement translates to roughly one-third of total waking hours, fueling 7.31 billion new app downloads and $532 million in consumer spending. While social, communication, and video applications captured 70% of total time spent, the gaming sector remained the primary economic driver, accounting for 42% of all downloads and 61% of total consumer expenditure. Titles such as Mobile Legends: Bang Bang and Free Fire led the market in both engagement and monetization, while Hypercasual games dominated the download charts. Beyond entertainment, the Indonesian mobile landscape experienced transformative growth in utility and commerce sectors. Finance app downloads surged by 82% year-over-year, and time spent in shopping applications reached 5.5 billion hours, a 52% increase. The Food and Drink category saw the most explosive growth, with sessions increasing by over 480% due to the rise of quick-service restaurant brands and delivery services. Additionally, the video streaming market nearly doubled its engagement levels since 2019, driven by a shift toward mobile-first content and the continued dominance of platforms like YouTube and TikTok, the latter of which saw 75% year-over-year growth. Niche sectors also demonstrated significant momentum as the market matured. Consumer spending on dating apps rose 188% since 2018, while Health and Fitness engagement remained 56% higher than pre-pandemic levels. Business and utility apps like BukuWarung and PLN Mobile emerged as breakout leaders, signaling a deeper integration of mobile solutions into daily professional and civic life. As travel restrictions eased in late 2021, the recovery of travel and sports applications further solidified the mobile device as the central hub for the Indonesian consumer's digital and physical interactions.

market-analysis player-behavior mobile+1

data.aiJan 2022

State of Mobile 2022

The global mobile economy experienced unprecedented expansion in 2021, characterized by a 19% year-over-year increase in app store spending to $170 billion and a 23% rise in mobile advertising to $295 billion. This growth was underpinned by a fundamental shift in consumer behavior, as users in leading markets now average 4.8 hours daily on mobile devices. Social, photo, and video applications dominate this engagement, accounting for 70% of time spent. The ecosystem's vitality is further evidenced by the release of 2 million new apps and the emergence of 233 individual titles that each surpassed $100 million in annual consumer spend. Mobile gaming remains the primary engine of monetization, reaching a record $116 billion in spend. While hypercasual titles drive download volume, core gaming experiences like 4X March-Battle strategy and creative sandboxes drive the highest revenue. Beyond gaming, the finance sector saw a 28% increase in downloads, propelled by the rise of neobanks in emerging markets and a surge in cryptocurrency adoption. Similarly, retail engagement surpassed 100 billion hours, while the food and drink sector reached record sessions through the rapid expansion of ultra-fast delivery services. The landscape also reflects a recovery in travel and sports, with engagement returning to pre-pandemic levels alongside a 95% increase in dating app spend since 2018. Emerging trends such as live streaming and avatar-based social platforms indicate growing consumer interest in the metaverse, with live streaming engagement outpacing the general market by nine times. Geographically and corporately, the market is led by U.S. giants like Google and Meta in general utility, while Chinese firms like Tencent dominate the gaming sector. This data illustrates a mature yet diversifying mobile industry that has become the central platform for finance, entertainment, and social interaction globally.

mobile market-analysis player-behavior+1

data.aiJan 2022

Newzoo Gen Z & Gen Alpha Report 2022

This analysis examines the gaming behaviors and preferences of Gen Alpha (ages 10-12) and Gen Z (ages 13-27), positioning these cohorts as the primary drivers of the industry's future. The central thesis asserts that for these younger generations, gaming has evolved beyond a mere pastime into a ubiquitous "lifestyle" platform that fulfills fundamental needs for socialization, self-expression, and immersion. This shift is characterized by high engagement across multiple dimensions, including playing, viewing content, and participating in virtual social communities. Key findings indicate that 90% of Gen Alpha and Gen Z are "game enthusiasts," significantly higher than the 79% found in the total online population. These groups invest a substantial portion of their leisure time in gaming; it is the top entertainment source for Gen Alpha and a top-three source for Gen Z, rivaling social networks and streaming. Socialization is a critical driver, with 70% of Gen Z expressing interest in using game worlds for social gatherings beyond active gameplay, such as attending virtual parties or watching movies. This behavior suggests these generations will be the primary catalysts for metaverse adoption. Economic engagement is also high, with 52% of Gen Alpha and Gen Z spending money on games, compared to 42% of the general population. Mobile is the leading platform for both play and spend, though Gen Alpha shows a unique affinity for consoles driven by franchises like Fortnite and Mario. The primary motivators for spending include unlocking exclusive playable content and personalizing the in-game experience through virtual goods like currencies and gear. The data is derived from Newzoo’s 2022 Global Gamer Research, utilizing Computer Assisted Web Interviewing (CAWI) conducted between February and April 2022. The study features a representative sample of 75,930 respondents across 36 global markets, covering North America, Europe, MEA, Latin America, and Asia-Pacific.

market-analysis player-demographics player-behavior+1

NewzooJan 2022

Multiplayer Report 2022

The 2022 Multiplayer Report examines the evolving preferences, behaviors, and technical expectations of online gamers across major global markets. The primary thesis suggests that while traditional genres like Battle Royale and First-Person Shooters remain dominant, the success of multiplayer titles increasingly depends on social connectivity and technical reliability. The findings indicate that 77% of the global gaming population engages in multiplayer play, with overall engagement across all genres increasing by an average of 3.3% compared to the previous year. Key data points highlight that genre is the primary factor for game selection (49%), followed closely by social drivers such as the ability to chat in-game (31%) and having friends already active in the title (34%). Technical performance is equally critical, with 35% of players prioritizing quick matchmaking and 33% requiring skill-based pairing. Regarding monetization, the data shows a 5% year-over-year increase in players purchasing downloadable content. While core gamers are 58% more likely to spend over $20 on additional content, casual audiences remain active spenders in lower price brackets. The scope of the research covers four major gaming markets—the United States, United Kingdom, Japan, and South Korea—representing a significant portion of global gaming revenue. The analysis segments the industry into various categories, including mobile, PC, and console platforms, while distinguishing between casual and core gamer demographics. Internal data from Unity reveals a 150% growth in PC multiplayer development and a 40% increase in mobile multiplayer projects since early 2021. Methodology for these insights involved a survey of approximately 1,500 multiplayer gamers conducted in Q3 2021 and Q3 2022. The sample was split evenly between casual players, defined by a minimum of 30 minutes of weekly multiplayer play, and core players, who engage for at least four hours weekly in competitive genres. This survey data was supplemented by anonymized, aggregated internal metrics from Unity’s live gaming solutions.

market-analysis player-behavior global+1

UnityJan 2022

State of Mobile India 2022

India’s mobile ecosystem in 2021 experienced a surge of activity, with total app downloads reaching 26.7 billion—a 41 % increase from the previous year—and Android users spending an average of 4.7 hours per day on apps, up 27 % from 2019. Consumer spend hit $417 million, positioning India as a dominant force in global downloads (10 % of worldwide figures) and driving significant growth in finance (+27 %) and medical (+38 %) categories. The country’s high usage time and spend levels make it a key growth engine for advertisers and developers. Gaming shifted sharply toward hyper‑casual titles, which now dominate worldwide downloads. In 2021, hyper‑casual action and puzzle games generated over $5 billion in consumer spend, while strategy‑based “4× March‑battle” games captured nearly $10 billion in revenue. These trends highlight a pivot toward low‑friction, highly engaging experiences that accelerate user acquisition and monetization. Food & drink apps saw explosive growth, with user sessions rising 33 % YoY to 12.1 billion in Q4 2021 after a pandemic dip. Rapid‑delivery services such as Zepto, Getir, Gorillas and Flink experienced double‑digit download surges, driven by international expansion and hyper‑fast grocery models. Brand‑centric searches dominate India’s market, while generic terms (“food”, “delivery”, “coffee”) rise in emerging regions, indicating a blend of branded and discovery‑driven usage. Travel and rideshare apps rebounded strongly in H2 2021. India alone accounted for 259.5 million travel‑app downloads, up 15 million from H2 2020, while global downloads approached pre‑pandemic levels at 1.95 billion versus 2.08 billion in H2 2019. Rideshare demand recovered sharply, with rider sessions outnumbering driver sessions by roughly 3:1 in key markets such as the US, UK, and India. Travel apps and on‑demand transport services are regaining traction, with India playing a pivotal role in the global rebound. In 2021, the most downloaded and highest‑spending apps in India included Google Pay, Instagram, Flipkart, Jio MyJio and Hotstar. In gaming, Free Fire (Tencent), Call of Duty: Mobile (Activision Blizzard) and Gardenscapes – New Acres (Playrix) led downloads, with Free Fire and Call of Duty: Mobile also topping spend charts. These figures underscore India’s status as a leading mobile market across diverse verticals and user segments.

market-analysis mobile india+1

IntelJan 2022