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2024 | 32 | 3 | 368-391
Tytuł artykułu

Exploring virtual goods purchase intentions: an integrated SEM-NCA approach in online gaming

Treść / Zawartość
Warianty tytułu
Języki publikacji
Abstrakty
EN
Purpose – Virtual goods consumption has risen dramatically in recent years. Recognizing the benefits of virtual goods in generating revenue for online game companies, marketers strive to understand the motives behind virtual goods purchases. We investigated the direct and indirect effects of functional, emotional, and social values through player satisfaction on purchase intention toward virtual goods among online players. Design/methodology/approach – In total, we surveyed 332 online game players utilizing a structured questionnaire. We employed a multi-analytic approach combining partial least squares structural equation modeling (PLS-SEM) and necessary condition analysis (NCA) to examine the proposed relationships. Findings – The findings show that all dimensions of value and player satisfaction significantly affect the intention to acquire virtual goods. However, social value does not exert a significant effect on player satisfaction. Moreover, we confirmed that player satisfaction mediates the relationships between functional value, emotional value, and purchase intention. Furthermore, NCA results indicated that all predictors in the model are necessary conditions of purchase intention for virtual goods. Originality/value – These findings contribute to an enhanced understanding of purchase intentions among online game players from a symmetric (PLS-SEM) and asymmetric (NCA) perspective by proposing a multi-analytic approach.
Rocznik
Tom
32
Numer
3
Strony
368-391
Opis fizyczny
Daty
wydano
2024
Twórcy
  • Abou Bekr Belkaid University
  • Samsun University
  • Vrije Universiteit
  • Anadolu University
Bibliografia
  • Ashraf, R. U., Hou, F., & Ahmad, W. (2019). Understanding continuance intention to use social media in China: The roles of personality drivers, hedonic value, and utilitarian value. International Journal of Human-Computer Interaction, 35(13), 1216–1228. doi: 10.1080/10447318.2018.1519145.
  • Bae, J., Kim, S. J., Kim, K. H., & Koo, D. -M. (2019). Affective value of game items: A mood management and selective exposure approach. Internet Research, 29(2), 315–328. doi: 10.1108/INTR-12-2017-0477.
  • Bakır, M., & Mkedder, N. (2023). An analysis of factors influencing green purchase intention in airlines. In S.Kurnaz, A. Rodrigues,&D. Bowyer (Eds.), Challenges and Opportunities for Aviation Stakeholders in a Post-Pandemic World (pp. 218–234). IGI Global. doi: 10.4018/978-1-6684-6835-7.ch011.
  • Benitez, J., Henseler, J., Castillo, A., & Schuberth, F. (2020). How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research. Information and Management, 57(2), 1–16. doi: 10.1016/j.im.2019.05.003.
  • Bosman, S. (2020). The way consumers interact with games is changing; nearly half of gamers are female; over half are 30þ. Available from: https://newzoo.com/insights/articles/consumerengagement- with-games-is-changing-gamer-segmentation-personas-gender-age-demographics
  • Cai, X., Cebollada, J., & Cortiñas, M. (2022). A grounded theory approach to understanding in-game goods purchase. PLoS One, 17(1), 1–27. doi: 10.1371/journal.pone.0262998.
  • Chatterjee, S., Chaudhuri, R., Thrassou, A., & Vrontis, D. (2022). Social network games (SNGs) addiction: Psychological dimensions and impacts on life quality and society. Technological Forecasting and Social Change, 177, 1–12. doi: 10.1016/j.techfore.2022.121529.
  • Chen, H., & Chen, H. (2022). Investigating the intention to purchase virtual goods in social networking service games: A self-presentation perspective. Behaviour and Information Technology, 41(6), 1171–1184. doi: 10.1080/0144929X.2020.1864017.
  • Cheung, C. M. K., Shen, X. L., Lee, Z. W. Y., & Chan, T. K. H. (2015). Promoting sales of online games through customer engagement. Electronic Commerce Research and Applications, 14(4), 241–250. doi: 10.1016/j.elerap.2015.03.001.
  • Cui, Y., Li, J., & Zhang, Y. (2022). The impacts of game experience and fanwork creation on game loyalty: Mediation effect of perceived value. Technological Forecasting and Social Change, 176, 1–10. doi: 10.1016/j.techfore.2022.121495.
  • Dul, J. (2021). NCA: Necessary condition analysis. R Package Version 3.1.1.
  • Dul, J., van der Laan, E., & Kuik, R. (2020). A statistical significance test for necessary condition analysis. Organizational Research Methods, 23(2), 385–395. doi: 10.1177/1094428118795272.
  • ESA (2021). Essential facts about the video game industry. Available from: https://www.theesa.com/ resource/2021-essential-facts-about-the-video-game-industry/%0A
  • Guo, Y., & Barnes, S. J. (2012). Explaining purchasing behavior within world of warcraft. Journal of Computer Information Systems, 52(3), 18–30. doi: 10.1080/08874417.2012.11645555.
  • Hair, J. F., Sarstedt, M., Ringle, C. M., & Gudergan, S. P. (2018). Advanced issues in partial least squares structural equation modeling. SAGE, London.
  • Hair, J. F., Hult, G. T .M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook (1st ed.). Springer, New York.
  • Hamari, J., & Keronen, L. (2017). Why do people buy virtual goods: A meta-analysis. Computers in Human Behavior, 71, 59–69. doi: 10.1016/j.chb.2017.01.042.
  • Hamari, J., Alha, K., Jarvela, S., Kivikangas, J. M., Koivisto, J., & Paavilainen, J. (2017). Why do players buy in-game content? An empirical study on concrete purchase motivations. Computers in Human Behavior, 68, 538–546. doi: 10.1016/j.chb.2016.11.045.
  • Hamari, J., Hanner, N., & Koivisto, J. (2017). Service quality explains why people use freemium services but not if they go premium: An empirical study in free-to-play games. International Journal of Information Management, 37(1), 1449–1459. doi: 10.1016/j.ijinfomgt.2016.09.004.
  • Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. doi: 10.1007/s11747-014-0403-8.
  • Hsiao, K. L., Lytras, M. D., & Chen, C. C. (2020). An in-app purchase framework for location-based AR games: The case of Pokemon go. Library Hi Tech, 38(3), 638–653. doi: 10.1108/LHT-09- 2018-0123.
  • Hult, G. T. M., Hair, J. F., Proksch, D., Sarstedt, M., Pinkwart, A., & Ringle, C. M. (2018). Addressing endogeneity in international marketing applications of partial least squares structural equation modeling. Journal of International Marketing, 26(3), 1–21. doi: 10.1509/jim.17.0151.
  • Jang, M., Lee, R., & Yoo, B. (2021). Does fun or freebie increase in-app purchase?: Analyzing effects of enjoyment and item experience intention to purchase mobile game contents. Information Systems and E-Business Management, 19(2), 439–457. doi: 10.1007/s10257-019-00420-z.
  • Kim, M. (2021). Conceptualization of e-servicescapes in the fitness applications and wearable devices context: Multi-dimensions, consumer satisfaction, and behavioral intention. Journal of Retailing and Consumer Services, 61, 1–15. doi: 10.1016/j.jretconser.2021.102562.
  • Kim, H. -W., Gupta, S., & Koh, J. (2011). Investigating the intention to purchase digital items in social networking communities: A customer value perspective. Information and Management, 48(6), 228–234. doi: 10.1016/j.im.2011.05.004.
  • Ko, D. W., & Park, J. (2020). I am you, you are me: Game character congruence with the ideal self. Internet Research, 31(2), 613–634. doi: 10.1108/INTR-05-2020-0294.
  • Kock, N., & Lynn, G. S. (2012). Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations. Journal of the Association for Information Systems, 13(7), 546–580. doi: 10.17705/1jais.00302.
  • Lee, J., Suh, E., Park, H., & Lee, S. (2018). Determinants of users’ intention to purchase probability- based items in mobile social network games: A case of South Korea. IEEE Access, 6, 12425–12437. doi: 10.1109/ACCESS.2018.2806078.
  • Lehdonvirta, V. (2009). Virtual item sales as a revenue model: Identifying attributes that drive purchase decisions. Electronic Commerce Research, 9(1-2), 97–113. doi: 10.1007/s10660-009-9028-2.
  • Li, H., Liu, Y., Xu, X., Heikkilä, J., & Van Der Heijden, H. (2015). Modeling hedonic is continuance through the uses and gratifications theory: An empirical study in online games. Computers in Human Behavior, 48, 261–272. doi: 10.1016/j.chb.2015.01.053.
  • Liang, H., Saraf, N., Hu, Q., & Xue, Y. (2007). Assimilation of enterprise systems: The effect of institutional pressures and the mediating role of top management. MIS Quartely Executive, 31(1), 59–87. doi: 10.2307/25148781.
  • Ling, H. C., Chen, H. R., Ho, K. K. W., & Hsiao, K. L. (2021). Exploring the factors affecting customers’ intention to purchase a smart speaker. Journal of Retailing and Consumer Services, 59, 102331. doi: 10.1016/j.jretconser.2020.102331.
  • Maduku, D. K., & Thusi, P. (2023). Understanding consumers ‘mobile shopping continuance intention: New perspectives from South Africa. Journal of Retailing and Consumer Services, 70, 1–17. doi: 10.1016/j.jretconser.2022.103185.
  • Mäntymäki, M., & Islam, A. K. M. N. (2015). Gratifications from using freemium music streaming services: Differences between basic and premium users. In Thirty Sixth International Conference on Information Systems, Fort Worth, 1–15. Available from: https://press.spotify. com/us/information/
  • Mäntymäki, M., & Salo, J. (2015). Why do teens spend real money in virtual worlds? A consumption values and developmental psychology perspective on virtual consumption. International Journal of Information Management, 35(1), 124–134. doi: 10.1016/j.ijinfomgt.2014.10.004.
  • Matthews, L. M., Sarstedt, M., Hair, J. F., & Ringle, C. M. (2016). Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part II – a case study. European Business Review, 28(2), 208–224. doi: 10.1108/EBR-09-2015-0095.
  • Mkedder, N., & Bakır, M. (2023). A hybrid analysis of consumer preference for domestic products: Combining PLS-SEM and ANN approaches. Journal of Global Marketing, 1–24. doi: 10.1080/ 08911762.2023.2236583.
  • Mkedder, N., & Das, M. (2024). Metaverse integration challenges: An in-depth ISM and MICMAC analysis. Journal of Retailing and Consumer Services, 77, 1–14. doi: 10.1016/j.jretconser.2023.103684.
  • Mkedder, N., & Zeynep, F. (2023). I will buy virtual goods if I like them : A hybrid PLS - SEM - artificial neural network (ANN) analytical approach. Journal of Marketing Analytics, 1–29. doi: 10.1057/s41270-023-00252-4.
  • Mkedder, N., Bakir, M., & Lachachi, A. (2021). Investigating the antecedents of purchase intention toward local dairy products: An empirical study based on the SOR model. Central European Management Journal, 29(4), 124–148. doi: 10.7206/cemj.2658-0845.62.
  • Molinillo, S., Japutra, A., & Liébana-Cabanillas, F. (2020). Impact of perceived value on casual mobile game loyalty: The moderating effect of intensity of playing. Journal of Consumer Behaviour, 19(5), 493–504. doi: 10.1002/cb.1831.
  • Molinillo, S., Aguilar-Illescas, R., Anaya-Sánchez, R., & Carvajal-Trujillo, E. (2022). The customer retail app experience: Implications for customer loyalty. Journal of Retailing and Consumer Services, 65, 1–10. doi: 10.1016/j.jretconser.2021.102842.
  • Mrkonjić, E. (2022). Video gaming industry statistics 2022: Demographics and revenue. Available from: https://writersblocklive.com/blog/video-gaming-industry-statistics/
  • Newzoo (2022). Newzoo global games market report 2022. Available from: https://newzoo.com/insights/ trend-reports/newzoo-global-games-market-report-2022-free-version
  • Olya, H. G. T. (2020). Towards advancing theory and methods on tourism development from residents’ perspectives: Developing a framework on the pathway to impact. Journal of Sustainable Tourism, 31(2), 1–21. doi: 10.1080/09669582.2020.1843046.
  • Pappas, I. O., & Woodside, A. G. (2021). Fuzzy-set qualitative comparative analysis (fsQCA): Guidelines for research practice in information systems and marketing. International Journal of Information Management, 58, 102310. doi: 10.1016/j.ijinfomgt.2021.102310
  • Park, S., & Gupta, S. (2012). Handling endogenous regressors by joint estimation using copulas. Marketing Science, 31(4), 567–586. doi: 10.1287/mksc.1120.0718.
  • Park, B. W., & Lee, K. C. (2011). Exploring the value of purchasing online game items. Computers in Human Behavior, 27(6), 2178–2185. doi: 10.1016/j.chb.2011.06.013.
  • Poushneh, A. (2021). How close do we feel to virtual product to make a purchase decision? Impact of perceived proximity to virtual product and temporal purchase intention. Journal of Retailing and Consumer Services, 63, 102717. doi: 10.1016/j.jretconser.2021.102717.
  • Ramírez-Correa, P., Rondán-Cataluña, F. J., Arenas-Gaitán, J., & Martín-Velicia, F. (2019). Analysing the acceptation of online games in mobile devices: An application of UTAUT2. Journal of Retailing and Consumer Services, 50, 85–93. doi: 10.1016/j.jretconser.2019.04.018.
  • Ramsey, J. B. (1969). Tests for specification errors in classical linear least-squares regression analysis. Journal of the Royal Statistical Society: Series B (Methodological), 31(2), 350–371. doi: 10.1111/j. 2517-6161.1969.tb00796.x.
  • Rezaei, S., & Ghodsi, S. S. (2014). Does value matters in playing online game? An empirical study among massively multiplayer online role-playing games (MMORPGs). Computers in Human Behavior, 35, 252–266. doi: 10.1016/j.chb.2014.03.002.
  • Richter, N. F., Schubring, S., Hauff, S., Ringle, C. M., & Sarstedt, M. (2020). When predictors of outcomes are necessary: Guidelines for the combined use of PLS-SEM and NCA. Industrial Management and Data Systems, 120(12), 2243–2267. doi: 10.1108/IMDS-11-2019-0638.
  • Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2020). Partial least squares structural equation modeling in HRM research. The International Journal of Human Resource Management, 31(12), 1617–1643. doi: 10.1080/09585192.2017.1416655.
  • Sarker, M., Mohd-Any, A. A., & Kamarulzaman, Y. (2020). Validating a consumer-based service brand equity (CBSBE) model in the airline industry. Journal of Retailing and Consumer Services, 59, 102354. doi: 10.1016/j.jretconser.2020.102354.
  • Sarstedt, M., & Mooi, E. (2019). A concise guide to market research. In A Concise Guide to Market Research (3rd ed.). Berlin Heidelberg: Springer. doi: 10.1007/978-3-662-56707-4.
  • Sarstedt, M., Hair, J. F., Nitzl, C., Ringle, C. M., & Howard, M. C. (2020a). Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses. International Journal of Market Research, 62(3), 288–299. doi: 10.1177/1470785320915686.
  • Sarstedt, M., Ringle, C. M., Cheah, J. H., Ting, H., Moisescu, O. I., & Radomir, L. (2020b). Structural model robustness checks in PLS-SEM. Tourism Economics, 26(4), 531–554. doi: 10.1177/ 1354816618823921.
  • Sharma, A., Dwivedi, R., Mariani, M. M., & Islam, T. (2022). Investigating the effect of advertising irritation on digital advertising effectiveness: A moderated mediation model. Technological Forecasting and Social Change, 180, 121731. doi: 10.1016/j.techfore.2022.121731.
  • Sheth, J. N., Newman, B. I., & Gross, B. L. (1991). Why we buy what we buy: A theory of consumption values. Journal of Business Research, 22(2), 159–170. doi: 10.1016/0148-2963(91)90050-8.
  • Shi, B., Zhang, D., Xie, H., & Zhou, Y. (2016). Antecedents of Chinese adolescents’ purchase intention for local brands: The moderating influence of materialistic values. Journal of Consumer Marketing, 33(4), 292–301. doi: 10.1108/JCM-07-2014-1045.
  • Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J. -H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322–2347. doi: 10.1108/EJM-02-2019-0189.
  • Silva, J. P. N., Valadares, G. C., Pedrosa, G., Rezende, D. C., Cappelle, M. C. A., & Assis, F. A. A. (2021). Gender imbalance in MMORPG: The case of world of warcraft in Brazil. Feminist Media Studies, 1–17. doi: 10.1080/14680777.2021.1973060.
  • Sorjonen, K., Wikström Alex, J., & Melin, B. (2017). Necessity as a function of skewness. Frontiers in Psychology, 8, 1–4. doi: 10.3389/fpsyg.2017.02192.
  • Statista (2022). Average weekly hours spent playing video games in selected countries worldwide as of January 2021. Available from: https://www.statista.com/statistics/273829/average-game-hours- per-day-of-video-gamers-in-selected-countries/
  • Syahrivar, J., Chairy, C., Juwono, I. D., & Gyulavári, T. (2021). Pay to play in freemium mobile games: A compensatory mechanism. International Journal of Retail and Distribution Management, 50(1), 117–134. doi: 10.1108/IJRDM-09-2020-0358.
  • Tho, N. D. (2019). Strategic orientations and firm innovativeness: A necessary condition analysis. Baltic Journal of Management, 14(3), 427–442. doi: 10.1108/BJM-07-2018-0280.
  • Tóth, Z., Dul, J., & Li, C. (2019). Necessary condition analysis in tourism research. Annals of Tourism Research, 79, 102821. doi: 10.1016/j.annals.2019.102821.
  • Wang, H., Zhang, Z., Khalid, M. N. A., Iida, H., & Li, K. (2021). Mmorpg evolution analysis from explorer and achiever perspectives: A case study using the final fantasy series. Information (Switzerland), 12(6), 1–18. doi: 10.3390/info12060229.
  • Witek-Hajduk, M. K., & Grudecka, A. (2023). Reasons for ignoring versus paying attention to country of origin among consumers of durable goods brands. Central European Management Journal, 31(2), 274–288. doi: 10.1108/CEMJ-02-2022-0019.
  • Xiao, L., Guo, F., Yu, F., & Liu, S. (2019). The effects of online shopping context cues on consumers’ purchase intention for cross-border E-Commerce sustainability. Sustainability (Switzerland), 11(10), 1–24. doi: 10.3390/su11102777.
  • Zhou, S., & Wang, Y. (2022). How negative anthropomorphic message framing and nostalgia enhance pro-environmental behaviors during the COVID-19 pandemic in China: An SEM-NCA approach. Frontiers in Psychology, 13, 977381. doi: 10.3389/fpsyg.2022.977381.
  • Zhou, Z., Jin, X. L., & Fang, Y. (2014). Moderating role of gender in the relationships between perceived benefits and satisfaction in social virtual world continuance. Decision Support Systems, 65, 69–79. doi: 10.1016/j.dss.2014.05.004.
Typ dokumentu
Bibliografia
Identyfikatory
Biblioteka Nauki
55992944
Identyfikator YADDA
bwmeta1.element.ojs-doi-10_1108_CEMJ-09-2023-0350
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