Service quality explains why people use freemium services but not if they go premium: An empirical study in free-to-play games

Freemium has become de facto business model for online services.User responses were gathered from freemium games (N=869).Service quality positively predicts intentions to continue using freemium services.Quality of a freemium service is indirectly associated with premium purchases.The effect of quality on premium purchases is mediated by use of freemium. During the last decade, the freemium business model has spread into a variety of services especially online. However, service developers have faced a dilemma of balancing between making the service as high quality as possible but at the same time creating demand for the premium products that augment the core free service. If the service is of enough high quality, augmenting premium products might not offer significant added value over the otherwise free service. In this study we investigate how perceived service quality predicts customers willingness to continue using the freemium services and to purchase premium content. User responses were gathered from freemium services (free-to-play games) (N=869). The results indicate that while expectedly the different dimensions of service quality (assurance, empathy, reliability and responsiveness) positively predict the intentions to continue using the freemium service, they do directly predict why people would be willing to spend more money on premium, i.e. the effect of perceived quality of a freemium service on premium purchases is mediated by use of freemium. These findings indicate that increasing the quality of a freemium service has surprisingly little effect on the demand for additional premium services directly.

[1]  Juho Hamari,et al.  Why Do People Play Games? A Review of Studies on Adoption and Use , 2015, 2015 48th Hawaii International Conference on System Sciences.

[2]  Vili Lehdonvirta,et al.  Virtual Economies: Design and Analysis , 2014 .

[3]  T. Hennig-Thurau,et al.  Value Creation in the Video Game Industry: Industry Economics, Consumer Benefits, and Research Opportunities , 2013 .

[4]  François A. Carrillat,et al.  The validity of the SERVQUAL and SERVPERF scales: A meta‐analytic view of 17 years of research across five continents , 2007 .

[5]  Stefan Stieglitz,et al.  Prevalent Business Models for the Apple App Store , 2015, Wirtschaftsinformatik.

[6]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[7]  Steven A. Taylor,et al.  Measuring Service Quality: A Reexamination and Extension , 1992 .

[8]  C. Anderson,et al.  Free : how today's smartest businesses profit by giving something for nothing , 2010 .

[9]  G. Soutar,et al.  Consumer perceived value: The development of a multiple item scale , 2001 .

[10]  Stephen L. Vargo,et al.  Evolving to a New Dominant Logic for Marketing , 2004 .

[11]  D. Larcker,et al.  STRUCTURAL EQUATION MODELS WITH UNOBSERVABLE VARIABLES AND MEASUREMENT ERROR , 1981 .

[12]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[13]  Anol Bhattacherjee,et al.  Understanding Information Systems Continuance: An Expectation-Confirmation Model , 2001, MIS Q..

[14]  Daniel Kindström Towards a service-based business model – Key aspects for future competitive advantage , 2010 .

[15]  Noah Wardrip-Fruin,et al.  What went wrong: a taxonomy of video game bugs , 2010, FDG.

[16]  Juho Hamari,et al.  International Journal of Information Management Why Do People Use Gamification Services? , 2022 .

[17]  M. Csíkszentmihályi Flow. The Psychology of Optimal Experience. New York (HarperPerennial) 1990. , 1990 .

[18]  N. Franke,et al.  Testing the Value of Customization: When Do Customers Really Prefer Products Tailored to Their Preferences? , 2009 .

[19]  A. Parasuraman,et al.  Service quality delivery through web sites: A critical review of extant knowledge , 2002, Journal of the Academy of Marketing Science.

[20]  Janne Paavilainen,et al.  Critical Acclaim and Commercial Success in Mobile Free-to-Play Games , 2016, DiGRA/FDG.

[21]  Juho Hamari,et al.  Building Customer Relationship through Game Mechanics in Social Games , 2011 .

[22]  Jari Salo,et al.  Why do teens spend real money in virtual worlds? A consumption values and developmental psychology perspective on virtual consumption , 2015, Int. J. Inf. Manag..

[23]  Antti Oulasvirta,et al.  Transparency of Intentions Decreases Privacy Concerns in Ubiquitous Surveillance , 2014, Cyberpsychology Behav. Soc. Netw..

[24]  Matti Mäntymäki,et al.  Digital natives in social virtual worlds: A multi-method study of gratifications and social influences in Habbo Hotel , 2014, Int. J. Inf. Manag..

[25]  Gilbert A. Churchill,et al.  Improving the measurement of service quality , 1993 .

[26]  Gavriel Salvendy,et al.  Effects of different scenarios of game difficulty on player immersion , 2010, Interact. Comput..

[27]  Vineet Kumar,et al.  Making "freemium" work , 2014 .

[28]  Fei Li,et al.  Electronic CRM and perceptions of unfairness , 2015, Inf. Technol. Manag..

[29]  Zhongju Zhang,et al.  An Empirical Analysis of Virtual Goods Permission Rights and Pricing Strategies , 2012, Decis. Sci..

[30]  Richard T. Watson,et al.  Service Quality: A Measure of Information System Effectiveness , 1995, MIS Q..

[31]  Hoon Seok Choi,et al.  Effects of Freemium Strategy in the Mobile App Market: An Empirical Study of Google Play , 2014, J. Manag. Inf. Syst..

[32]  J. Christopher Westland,et al.  Lower bounds on sample size in structural equation modeling , 2010, Electron. Commer. Res. Appl..

[33]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[34]  A. Parasuraman,et al.  SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. , 1988 .

[35]  Sung S. Kim,et al.  Out of Dedication or Constraint? A Dual Model of Post-Adoption Phenomena and its Empirical Test in the Context of Online Services , 2009, MIS Q..

[36]  Kai H. Lim,et al.  User Satisfaction with Information Technology Service Delivery: A Social Capital Perspective , 2012, Inf. Syst. Res..

[37]  Juho Hamari,et al.  hy do people buy virtual goods ? Attitude toward virtual good urchases versus game enjoyment , 2015 .

[38]  R. Belk Extended Self in a Digital World , 2013 .

[39]  Thomas Hess,et al.  Music as a Service as an Alternative to Music Piracy? , 2013, Bus. Inf. Syst. Eng..

[40]  Douglas R. Vogel,et al.  Individual motivations and demographic differences in social virtual world uses: An exploratory investigation in Second Life , 2011, Int. J. Inf. Manag..

[41]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[42]  Juho Hamari,et al.  Free-to-Play Games: Professionals’ Perspectives , 2014 .

[43]  William J. Kettinger,et al.  Pragmatic Perspectives on the Measurement of Information Systems Service Quality , 1997, MIS Q..

[44]  J. James,et al.  Service quality dimensions: an examination of Grönroos’s service quality model , 2004 .

[45]  Juho Hamari,et al.  Player Types: A Meta-synthesis , 2014, Trans. Digit. Games Res. Assoc..

[46]  A. Parasuraman,et al.  The Behavioral Consequences of Service Quality , 1996 .

[47]  Jari Salo,et al.  Teenagers in social virtual worlds: Continuous use and purchasing behavior in Habbo Hotel , 2011, Comput. Hum. Behav..

[48]  Vili Lehdonvirta,et al.  Virtual item sales as a revenue model: identifying attributes that drive purchase decisions , 2009, Electron. Commer. Res..

[49]  Matti Mäntymäki,et al.  Gratifications from using freemium music streaming services: Differences between basic and premium users , 2015, ICIS.

[50]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[51]  Florian von Wangenheim,et al.  Perceived Fairness of Differential Customer Treatment , 2013 .

[52]  Jari Salo,et al.  Purchasing behavior in social virtual worlds: An examination of Habbo Hotel , 2013, Int. J. Inf. Manag..

[53]  Rajiv Kohli,et al.  Antecedents of B2C Channel Satisfaction and Preference: Validating e-Commerce Metrics , 2002, Inf. Syst. Res..

[54]  Jaakko Stenros,et al.  Social Network Games , 2013 .

[55]  Rüdiger Zarnekow,et al.  Purchasing Behavior in Free to Play Games: Concepts and Empirical Validation , 2015, 2015 48th Hawaii International Conference on System Sciences.

[56]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[57]  Greg Lastowka,et al.  The Laws of the Virtual Worlds , 2004 .

[58]  C. Sun,et al.  Cash Trade in Free-to-Play Online Games , 2011, Games Cult..

[59]  Changchun Liu,et al.  Dynamic Difficulty Adjustment in Computer Games Through Real-Time Anxiety-Based Affective Feedback , 2009, Int. J. Hum. Comput. Interact..

[60]  Li Jiang,et al.  Trust and Electronic Government Success: An Empirical Study , 2008, J. Manag. Inf. Syst..

[61]  Gwo-Guang Lee,et al.  Customer perceptions of e‐service quality in online shopping , 2005 .

[62]  Gary Klein,et al.  Measuring Information System Service Quality: SERVQUAL from the Other Side , 2002, MIS Q..

[63]  Riadh Ladhari A review of twenty years of SERVQUAL research , 2009 .

[64]  Chi-Cheng Wu,et al.  Nested Network Effects in Online Free Games with Accessory Selling , 2013 .

[65]  J. Nunnally Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .

[66]  T. Cook,et al.  Quasi-experimentation: Design & analysis issues for field settings , 1979 .

[67]  Wynne W. Chin,et al.  A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic - Mail Emotion/Adoption Study , 2003, Inf. Syst. Res..

[68]  Chuen-Tsai Sun,et al.  Cash Trade Within the Magic Circle: Free-to-Play Game Challenges and Massively Multiplayer Online Game Player Responses , 2007, DiGRA Conference.

[69]  Gal Oestreicher-Singer,et al.  Content or Community? A Digital Business Strategy for Content Providers in the Social Age , 2013, MIS Q..

[70]  Clint A. Bowers,et al.  Measuring the flow experience of gamers: An evaluation of the DFS-2 , 2012, Comput. Hum. Behav..

[71]  K. Ruyter,et al.  Understanding Willingness to Pay for Social Network Sites , 2013 .

[72]  David Gefen,et al.  Customer Loyalty in E-Commerce , 2002, J. Assoc. Inf. Syst..

[73]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[74]  Piotr Bródka,et al.  A picture is worth a thousand words: an empirical study on the influence of content visibility on diffusion processes within a virtual world , 2016, Behav. Inf. Technol..

[75]  Juho Hamari,et al.  Why do People Buy Virtual Goods? A Literature Review , 2016, 2016 49th Hawaii International Conference on System Sciences (HICSS).

[76]  K. P. Kallio,et al.  At Least Nine Ways to Play: Approaching Gamer Mentalities , 2011, Games Cult..

[77]  Jack Shih-Chieh Hsu,et al.  CUSTOMER WILLINGNESS TO PAY FOR ONLINE MUSIC: THE ROLE OF FREE MENTALITY , 2013 .

[78]  Nick Yee,et al.  Motivations for Play in Online Games , 2006, Cyberpsychology Behav. Soc. Netw..

[79]  Richard T. Watson,et al.  Measuring Information Systems Service Quality: Lessons From Two Longitudinal Case Studies , 1998, MIS Q..

[80]  Janne Paavilainen,et al.  Casual games discussion , 2007, Future Play.

[81]  Thomas Hess,et al.  Converting freemium customers from free to premium—the role of the perceived premium fit in the case of music as a service , 2014, Electron. Mark..

[82]  Mayuram S. Krishnan,et al.  The Personalization Privacy Paradox: An Empirical Evaluation of Information Transparency and the Willingness to be Profiled Online for Personalization , 2006, MIS Q..

[83]  A. Parasuraman,et al.  A Conceptual Model of Service Quality and Its Implications for Future Research , 1985 .

[84]  M. Csíkszentmihályi Flow: The Psychology of Optimal Experience , 1990 .

[85]  Vili Lehdonvirta,et al.  Game Design as Marketing: How Game Mechanics Create Demand for Virtual Goods , 2010 .

[86]  Robert W. Shoemaker,et al.  The Effects of Free Sample Promotions on Incremental Brand Sales , 2004 .

[87]  A. Parasuraman,et al.  A conceptual framework for understanding e-service quality : implications for future research and managerial practice , 2000 .

[88]  Guillaume Chanel,et al.  Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.