과제정보
본 연구는 고려대학교 미디어학부 특별연구비 지원을 받아 수행되었음. 또한 2019년 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구이며 (NRF-2019S1A3A2099973), 과학기술정보통신부 및 정보통신기획평가원의 대학ICT연구센터지원사업의 연구결과로 수행되었음(IITP-2020-0-01749).
참고문헌
- 김상균 (2021, 6월). 게임화: 일, 재미를 만나다. 동아비즈니스 리뷰, 107. https://dbr.donga.com/article/view/1202/article_no/4998/ac/search
- 김재석 (2021, 11월 21일). [지스타 2021] " 타버스가 뭔데?" 문가들이 대답한다. 디스이즈게임. https://www.thisisgame.com/webzine/news/nboard/4/?category=2&n=137613
- 김혜정, 황승엽, 곽유신, 최정혜 (2022). 온라인 커뮤니티이용자 참여 증진을 위한 관리자의 운영 전략: 대학별 대나무숲 분석을 중심으로. 지식경영연구, 23(2), 211-228. https://doi.org/10.15813/KMR.2022.23.2.011
- 두경일 (2020). 효과적 마케팅 전략으로서 게이미피케이션 활용 사례 연구. 디지털융복합연구, 18(2), 395-401. https://doi.org/10.14400/JDC.2020.18.2.395
- 박윤하, 윤재영 (2019). 성취목표성향에 따른 운동증진을 위한 게이미피케이션 (Gamification) 융합적 전략 연구. 한국과학예술융합학회지, 37(2), 141-155.
- 안상희 (2021, 4월 5일a). [Interview] '게이미피케이션 선도자' 게이브 지커만 "코로나19, 게이미피케이션 긍정 효과 알리는 기회 마련". 이코노미조선. http://economychosun.com/client/news/view.php?boardName=C00&t_num=13610550
- 안상희 (2021, 4월 5일b). [Interview] 위카이 초우 옥탈리시스 그룹 창업자 "혁신 제3 물결은 '인간의 욕구'...게이미피케이션이 답". 이코노미조선. http://economychosun.com/client/news/view.php?boardName=C00&t_num=13610555
- 이하은 (2021, 10월 7일). [인터뷰] "메타버스는 게임화 현상의 하나...게임법 정비 필요". 시사저널e. http://www.sisajournal-e.com/news/articleView.html?idxno=237935
- 장윤정, 조은영, 김희웅 (2015). 정성적 연구를 통한 온라인 친사회적 행동의 동기 요인 탐색. 지식경영연구, 16(1), 225-242. https://doi.org/10.15813/kmr.2015.16.1.011
- 전병호, 김경미, 강병구 (2008). 기업주도형 커뮤니티의 성공요인에 관한 탐색적 연구: 커뮤니티 운영자 관점에서. 지식경영연구, 9(2), 15-34. https://doi.org/10.15813/KMR.2008.9.2.002
- Anderson, A., Huttenlocher, D., Kleinberg, J., & Leskovec, J. (2013, May). Steering user behavior with badges. In Proceedings of the 22nd International Conference on World Wide Web, 95-106.
- Antin, J., & Churchill, E. F. (2011, May). Badges in social media: A social psychological perspective. In CHI 2011 Gamification Workshop Proceedings, 7, 2-4.
- Bartle, R. (1996). Hearts, clubs, diamonds, spades: Players who suit MUDs. Journal of MUD research, 1(1), 19.
- Barua, A., Thomas, S. W., & Hassan, A. E. (2014). What are developers talking about? An analysis of topics and trends in stack overflow. Empirical Software Engineering, 19(3), 619-654. https://doi.org/10.1007/s10664-012-9231-y
- Bista, S. K., Nepal, S., Colineau, N., & Paris, C. (2012). Using gamification in an online community. In 8th International Conference on Collaborative Computing: Networking, Applications And Worksharing, 611-618.
- Bonde, M. T., Makransky, G., Wandall, J., Larsen, M. V., Morsing, M., Jarmer, H., et al. (2014). Improving biotech education through gamified laboratory simulations. Nature Biotechnology, 32(7), 694-697. https://doi.org/10.1038/nbt.2955
- Bosu, A., Corley, C. S., Heaton, D., Chatterji, D., Carver, J. C., & Kraft, N. A. (2013). Building reputation in stackoverflow: An empirical investigation. In 2013 10th Working Conference on Mining Software Repositories (MSR), 89-92.
- Burke, M., & Hiltbrand, T. (2011). How gamification will change business intelligence. Business Intelligence Journal, 16(2), 8-16.
- Burtch, G., Hong, Y., Bapna, R., & Griskevicius, V. (2018). Stimulating online reviews by combining financial incentives and social norms. Management Science, 64(5), 2065-2082. https://doi.org/10.1287/mnsc.2016.2715
- Cabrera, A., & Cabrera, E. F. (2002). Knowledge-sharing dilemmas. Organization Studies, 23(5), 687-710. https://doi.org/10.1177/0170840602235001
- Cavusoglu, H., Li, Z., & Kim, S. H. (2021). How do virtual badges incentivize voluntary contributions to online communities? Information & Management, 58(5), 103483. https://doi.org/10.1016/j.im.2021.103483
- Christy, K. R., & Fox, J. (2014). Leaderboards in a virtual classroom: A test of stereotype threat and social comparison explanations for women's math performance. Computers & Education, 78, 66-77. https://doi.org/10.1016/j.compedu.2014.05.005
- Deci, E. L., Koestner, R., & Ryan, R. M. (1999). A meta-analytic review of experiments examining the effects of extrinsic rewards on intrinsic motivation. Psychological Bulletin, 125(6), 627. https://doi.org/10.1037/0033-2909.125.6.627
- Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011). From game design elements to gamefulness: Defining "amification" In Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Me dia Environments, 9-15.
- Dobuski, M. (2021, April 20). Last day for Yahoo Answers users to post questions, comments. ABC News, https://abcnews.go.com/Technology/day-yahoo-answers-users-post-questions-comments/story?id=77168528
- Edwards, E. A., Lumsden, J., Rivas, C., Steed, L., Edwards, L. A., Thiyagarajan, A., ... & Walton, R. T. (2016). Gamification for health promotion: Systematic review of behaviour change techniques in smartphone apps. BMJ Open, 6(10), e012447. https://doi.org/10.1136/bmjopen-2016-012447
- Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals. Educational Psychologist, 34(3), 169-189. https://doi.org/10.1207/s15326985ep3403_3
- Faisal, M. S., Daud, A., Akram, A. U., Abbasi, R. A., Aljohani, N. R., & Mehmood, I. (2019). Expert ranking techniques for online rated forums. Computers in Human Behavior, 100, 168-176. https://doi.org/10.1016/j.chb.2018.06.013
- Fandt, P. M., & Ferris, G. R. (1990). The management of information and impressions: When employees behave opportunistically. Organizational Behavior and Human Decision Processes, 45(1), 140-158. https://doi.org/10.1016/0749-5978(90)90008-w
- Fredheim, R., Moore, A., & Naughton, J. (2015). Anonymity and online commenting: The broken windows effect and the end of drive-by commenting. In Proceedings of the ACM Web Science Conference, 1-8.
- Goes, P. B., Guo, C., & Lin, M. (2016). Do incentive hierarchies induce user effort? Evidence from an online knowledge exchange. Information Systems Research, 27(3), 497-516. https://doi.org/10.1287/isre.2016.0635
- Guo, C., & Caine, K. (2021). Anonymity, user engagement, quality, and trolling on Q&A sites. In Proceedings of the ACM on Human-Computer Interaction, 1-27.
- Gutt, D., Von Rechenberg, T., & Kundisch, D. (2020). Goal achievement, subsequent user effort and the moderating role of goal difficulty. Journal of Business Research, 106, 277-287. https://doi.org/10.1016/j.jbusres.2018.06.019
- Hajarian, M., Bastanfard, A., Mohammadzadeh, J., & Khalilian, M. (2019). A personalized gamification method for increasing user engagement in social networks. Social Network Analysis and Mining, 9(1), 1-14. https://doi.org/10.1007/s13278-018-0544-8
- Hamari, J. (2017). Do badges increase user activity? A field experiment on the effects of gamification. Computers in Human Behavior, 71, 469-478. https://doi.org/10.1016/j.chb.2015.03.036
- Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does gamification work? A literature review of empirical studies on gamification. In 2014 47th Hawaii International Conference on System Sciences, 3025-3034.
- Hofacker, C. F., De Ruyter, K., Lurie, N. H., Manchanda, P., & Donaldson, J. (2016). Gamification and mobile marketing effectiveness. Journal of Interactive Marketing, 34(1), 25-36. https://doi.org/10.1016/j.intmar.2016.03.001
- Hsiao, C. (2003). Analysis of panel data (2nd ed.). New York: Cambridge University Press.
- Hsu, C. L., & Chen, M. C. (2018). How gamification marketing activities motivate desirable consumer behaviors: Focusing on the role of brand love. Computers in Human Behavior, 88, 121-133. https://doi.org/10.1016/j.chb.2018.06.037
- Huang, W. H. Y., & Soman, D. (2013). Gamification of education. Report Series: Behavioural Economics in Action, 29, 11-12.
- Hull, C. L. (1932). The goal-gradient hypothesis and maze learning. Psychological Review, 39(1), 25-43. https://doi.org/10.1037/h0072640
- Huotari, K., & Hamari, J. (2017). A definition for gamification: Anchoring gamification in the service marketing literature. Electronic Markets, 27(1), 21-31. https://doi.org/10.1007/s12525-015-0212-z
- Jia, Y., Xu, B., Karanam, Y., & Voida, S. (2016). Personality-targeted gamification: A survey study on personality traits and motivational affordances. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2001-2013.
- Khern-am-nuai, W., Kannan, K., & Ghasemkhani, H. (2018). Extrinsic versus intrinsic rewards for contributing reviews in an online platform. Information Systems Research, 29(4), 871-892. https://doi.org/10.1287/isre.2017.0750
- Kim, J., & Dindia, K. (2011). Online self-disclosure: A review of research. In K. B. Wright & L. M. Webb (Eds.), Computer-mediated communication in personal relationships (pp. 156-180). New York: Peter Lang Publishing.
- Kivetz, R., Urminsky, O., & Zheng, Y. (2006). The goal-gradient hypothesis resurrected: Purchase acceleration, illusionary goal progress, and customer retention. Journal of Marketing Research, 43(1), 39-58. https://doi.org/10.1509/jmkr.43.1.39
- Klock, A. C. T., Gasparini, I., Pimenta, M. S., & Hamari, J. (2020). Tailored gamification: A review of literature. International Journal of Human-Computer Studies, 144, 102495. https://doi.org/10.1016/j.ijhcs.2020.102495
- Koivisto, J., & Hamari, J. (2019). The rise of motivational information systems: A review of gamification research. International Journal of Information Management, 45, 191-210. https://doi.org/10.1016/j.ijinfomgt.2018.10.013
- Lerner, J. S., & Tetlock, P. E. (1999). Accounting for the effects of accountability. Psychological Bulletin, 125(2), 255-275. https://doi.org/10.1037/0033-2909.125.2.255
- Looyestyn, J., Kernot, J., Boshoff, K., Ryan, J., Edney, S., & Maher, C. (2017). Does gamification increase engagement with online programs? A systematic review. PloS One, 12(3), e0173403. https://doi.org/10.1371/journal.pone.0173403
- Lowry, P. B., Moody, G., Vance, A., Jensen, M., Jenkins, J. L., & Wells, T. (2012). Using an Elaboration likelihood approach to better understand the persuasiveness of website privacy assurance cues for online consumers. Journal of the American Society for Information Science and Technology, 63(4), 755-766. https://doi.org/10.1002/asi.21705
- Lowry, P. B., Zhang, D., Zhou, L., & Fu, X. (2010). Effects of culture, social presence, and group composition on trust in technology-supported decision-making groups. Information Systems Journal, 20(3), 297-315. https://doi.org/10.1111/j.1365-2575.2009.00334.x
- Lustria, M. L. A., Noar, S. M., Cortese, J., Van Stee, S. K., Glueckauf, R. L., & Lee, J. (2013). A meta-analysis of web-delivered tailored health behavior change interventions. Journal of Health Communication, 18(9), 1039-1069. https://doi.org/10.1080/10810730.2013.768727
- Malone, T. W. (1981). Toward a theory of intrinsically motivating instruction. Cognitive Science, 5(4), 333-369. https://doi.org/10.1016/S0364-0213(81)80017-1
- Marczewski, A. (2015). Even Ninja Monkeys like to play. London: Blurb Inc, 1(1), 28.
- Mekler, E. D., BrBhlmann, F., Opwis, K., & Tuch, A. N. (2013). Do points, levels and leaderboards harm intrinsic motivation? An empirical analysis of common gamification elements. In Proceedings of the First International Conference on Gameful Design, Research, and Applications, 66-73.
- Merchant, A., Shah, D., Bhatia, G. S., Ghosh, A., & Kumaraguru, P. (2019). Signals matter: Understanding popularity and impact of users on stack overflow. In The World Wide Web Conference, 3086-3092.
- Movshovitz-Attias, D., Movshovitz-Attias, Y., Steenkiste, P., & Faloutsos, C. (2013, August). Analysis of the reputation system and user contributions on a question answering website: Stackoverflow. In 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), 886-893.
- Mutter, T., & Kundisch, D. (2014). Behavioral mechanisms prompted by badges: The goal-gradient hypothesis. In Proceedings of the 35th International Conference on Information Systems (ICIS), Auckland, New Zealand.
- Oliveira, W., Hamari, J., Joaquim, S., Toda, A. M., Palomino, P. T., Vassileva, J., & Isotani, S. (2022). The effects of personalized gamification on students' flow experience, motivation, and enjoyment. Smart Learning Environments, 9(1), 1-26. https://doi.org/10.1186/s40561-021-00182-7
- Orji, R., Nacke, L. E., & Di Marco, C. (2017, May). Towards personality-driven persuasive health games and gamified systems. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 1015-1027.
- Paternoster, R., Brame, R., Mazerolle, P., & Piquero, A. (1998). Using the correct statistical test for the equality of regression coefficients. Criminology, 36(4), 859-866. https://doi.org/10.1111/j.1745-9125.1998.tb01268.x
- Richter, G., Raban, D. R., & Rafaeli, S. (2015). Studying gamification: The effect of rewards and incentives on motivation. In T. Reiners & L. C. Wood (Eds.), Gamification in education and business (pp. 21-46). Berlin: Springer.
- Rimer, B. K., & Kreuter, M. W. (2006). Advancing tailored health communication: A persuasion and message effects perspective. Journal of Communication, 56(1), 184-201.
- Rodrigues, L., Toda, A. M., Palomino, P. T., Oliveira, W., & Isotani, S. (2020). Personalized gamification: A literature review of outcomes, experiments, and approaches. In Eighth International Conference on Technological Ecosystems for Enhancing Multiculturality, 699-706.
- Santos, C., Almeida, S., Pedro, L., Aresta, M., & Koch-Grunberg, T. (2013). Students' perspectives on badges in educational social media platforms: The case of SAPO campus tutorial badges. In 2013 IEEE 13th International Conference on Advanced Learning Technologies, 351-353.
- Scholten, L., Van Knippenberg, D., Nijstad, B. A., & De Dreu, C. K. (2007). Motivated information processing and group decision-making: Effects of process accountability on information processing and decision quality. Journal of Experimental Social Psychology, 43(4), 539-552. https://doi.org/10.1016/j.jesp.2006.05.010
- Schopler, J., Insko, C. A., Drigotas, S. M., Wieselquist, J., Pemberton, M. B., & Cox, C. (1995). The role of identifiability in the reduction of interindividual-intergroup discontinuity. Journal of Experimental Social Psychology, 31(6), 553-574. https://doi.org/10.1006/jesp.1995.1025
- Suh, A., Wagner, C., & Liu, L. (2018). Enhancing user engagement through gamification. Journal of Computer Information Systems, 58(3), 204-213. https://doi.org/10.1080/08874417.2016.1229143
- Teng, C. I. (2017). Strengthening loyalty of online gamers: Goal gradient perspective. International Journal of Electronic Commerce, 21(1), 128-147. https://doi.org/10.1080/10864415.2016.1204195
- Tetlock, P. E., Skitka, L., & Boettger, R. (1989). Social and cognitive strategies for coping with accountability: Conformity, complexity, and bolstering. Journal of Personality and Social Psychology, 57(4), 632-640. https://doi.org/10.1037//0022-3514.57.4.632
- Tondello, G. F., & Nacke, L. E. (2020). Validation of user preferences and effects of personalized gamification on task performance. Frontiers in Computer Science, 2, 29. https://doi.org/10.3389/fcomp.2020.00029
- Tondello, G. F., Wehbe, R. R., Diamond, L., Busch, M., Marczewski, A., & Nacke, L. E. (2016). The gamification user types hexad scale. In Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, 229-243.
- Vance, A., Lowry, P. B., & Eggett, D. (2015). Increasing accountability through user-interface design artifacts. MIS Quarterly, 39(2), 345-366. https://doi.org/10.25300/MISQ/2015/39.2.04
- Wang, L., Gunasti, K., Shankar, R., Pancras, J., & Gopal, R. (2020). Impact of gamification on perceptions of word-of-mouth contributors and actions of word-of-mouth consumers. MIS Quarterly, 44(4), 1987-2011. https://doi.org/10.25300/MISQ/2020/13726
- Williams, K., Harkins, S. G., & LatanB, B. (1981). Identifiability as a deterrant to social loafing: Two cheering experiments. Journal of Personality and Social Psychology, 40(2), 303-311. https://doi.org/10.1037//0022-3514.40.2.303
- Xi, N., & Hamari, J. (2020). Does gamification affect brand engagement and equity? A study in online brand communities. Journal of Business Research, 109, 449-460. https://doi.org/10.1016/j.jbusres.2019.11.058
- Yanovsky, S., Hoernle, N., Lev, O., & Gal, K. (2021). One size does not fit all: A study of badge behavior in stack overflow. Journal of the Association for Information Science and Technology, 72(3), 331-345. https://doi.org/10.1002/asi.24409