Decision-Making in a Real-Time Business Simulation Game: Cultural and Demographic Aspects in Small Group Dynamics
Abstract
Simulated virtual realities offer a promising but currently underutilized source of data in studying cultural and demographic aspects of dynamic decision-making (DDM) in small groups. This study focuses on one simulated reality, a clock-driven business simulation game, which is used to teach operations management. The purpose of our study is to analyze the characteristics of the decision-making groups, such as cultural orientation, education, gender and group size, and their relationship to group performance in a real-time processed simulation game. Our study examines decision-making in small groups of two or three employees from a global manufacturing and service operations company. We aim at shedding new light on how such groups with diverse background profiles perform as decision-making units. Our results reveal that the profile of the decision-making group influences the outcome of decision-making, the final business result of the simulation game. In particular, the cultural and gender diversity, as well as group size seem to have intertwined effects on team performance.
References
- 1. , Learning through business games: Acquiring competences within virtual realities, Simulation & Gaming 40 (1) (2009) 68–83. Crossref, Google Scholar
- 2. , Developments in business gaming: A review of the past 40 years, Simulation & Gaming 40 (4) (2009) 464–487. Crossref, Google Scholar
- 3. , Cognitive agility. Adapting to real-time decision making at work, OD Practitioner 44 (2) (2012) 13–17. Google Scholar
- 4. , A game-based approach towards facilitating decision making for perishable products: An example of blood supply chain, Expert Systems with Applications 41 (9) (2014) 4043–4059. Crossref, Web of Science, Google Scholar
- 5. , Profiling 40 years of research in simulation & gaming, Simulation & Gaming 41 (6) (2010) 869–897. Crossref, Google Scholar
- 6. , Exploring influencing factors on rationality: A literature review of dynamic decision-making studies in system dynamics, Systems Research and Behavioral Science, 21 (4) (2004) 351–370. Crossref, Web of Science, Google Scholar
- 7. , The use of microworlds to study dynamic decision making, Computers in Human Behavior 21 (2005) 273–286. Crossref, Web of Science, Google Scholar
- 8. , Impact of information system-enabled supply chain process integration on business performance: A resource-based analysis, International Journal of Information Technology and Decision Making 13 (5) (2014) 1075–1113. Link, Web of Science, Google Scholar
- 9. , Business analytics for supply chain: A dynamic-capabilities framework, International Journal of Information Technology and Decision Making, 12 (1) (2013) 9–26. Link, Web of Science, Google Scholar
- 10. , The role of management games and simulations is education and research, Journal of Management 16 (2) (1990) 307–336. Crossref, Web of Science, Google Scholar
- 11. , Theories of decision-making in economics and behavioral science, The American Economic Review 49 (3) (1959) 253–283. Web of Science, Google Scholar
- 12. , The case approach versus gaming in the teaching of business policy: An experimental evaluation, Journal of Business 48 (3) (1975) 349–364. Crossref, Google Scholar
- 13. , Microworld task environments for conducting research on command and control, Cognition, Technology & Work 5 (3) (2003) 181–182. Crossref, Google Scholar
- 14. , The effect of decision-making training: Results from a command-and-control training facility, Cognition, Technology & Work 13 (2) (2011) 93–101. Crossref, Web of Science, Google Scholar
- 15. , Reinforcement learning for decision-making in a business simulator, International Journal of Information Technology and Decision Making 11 (5) (2012) 935–960. Link, Web of Science, Google Scholar
- 16. , Improving students’ self-efficacy in strategic management: The relative impact of cases and simulations, Simulation & Gaming 31 (1) (2000) 22–41. Crossref, Google Scholar
- 17. , Cognitive support for real-time dynamic decision making, Information Systems Research 12 (1) (2001) 63–82. Crossref, Web of Science, Google Scholar
- 18. , Dynamic decision making: Human control of complex systems, Acta Psychologica 81 (3) (1992) 211–241. Crossref, Web of Science, Google Scholar
- 19. , Man as a stabiliser of systems: From static snapshots of judgement processes to dynamic decision making, Thinking & Reasoning 2 (2/3) (1996) 225–238. Crossref, Google Scholar
- 20. , Dynamic decision theory and probabilistic information processing, Human Factors 4 (1962) 59–73. Crossref, Web of Science, Google Scholar
- 21. , Experiments with computer-simulated microworlds: Escaping both the narrow straits of the laboratory and the deep blue sea of the field study, Computers in Human Behavior 9 (2/3) (1993) 171–184. Crossref, Web of Science, Google Scholar
- 22. , Activity driven time in computerized gaming simulations, Developments in Business Simulation and Experiential Learning 21 (1994) 13–15. Google Scholar
- 23. , Activity-driven time in computerized gaming simulations, Simulation & Gaming 27 (1) (1996) 110–122. Crossref, Google Scholar
- 24. , Charting the experiential territory: Clarifying definitions and uses of computer simulation, games, and role play, Journal of Management Development 21 (10) (2002) 732–744. Crossref, Google Scholar
- 25. ,
Open system simulation , in Guide to Business Gaming and Experiential Learning, ed. J. W. Gentry (Nichols/GP, London, 1990), pp. 159–176. Google Scholar - 26. ,
Interactive real time simulation , in Guide to Business Gaming and Experiential Learning, ed. J. W. Gentry (Nichols/GP, London, 1990), pp. 141–158. Google Scholar - 27. ,
The analysis and design of a synchronous groupware simulation for the teaching of cost accounting , in The Simulation & Gaming Workbook, Vol. 3,Games and Simulations for Business , ed. D. Saunders (Kogan Page, London, 1995), pp. 126–142. Google Scholar - 28. , Issues in porting a LAN-based total enterprise simulation game to a web-based environment, Developments in Business Simulation & Experiential Learning 35 (2008) 238–245. Google Scholar
- 29. , Competitive Strategy: Techniques for Analyzing Industries and Competitors (The Free Press, New York, 2008). Google Scholar
- 30. , Computer Simulation in Management Science, 4th edn. (John Wiley & Sons, New York, 1998). Google Scholar
- 31. , Group cohesion: Then and now, Small Group Research 43 (6) (2012) 655–661. Crossref, Web of Science, Google Scholar
- 32. , The effects of team diversity on team outcomes: A meta-analytic review of team demography, Journal of Management 33 (6) (2007) 987–1015. Crossref, Web of Science, Google Scholar
- 33. , The Attraction Paradigm (Academic Press, New York, 1971). Google Scholar
- 34. , Cognitive diversity among upper-echelon executives: Implications for strategic decision processes, Strategic Management Journal 19 (1998) 39–58. Crossref, Web of Science, Google Scholar
- 35. , Searching for common threads: Understanding the multiple effects of diversity in organizational groups, Academy of Management Review 21 (1996) 402–433. Crossref, Web of Science, Google Scholar
- 36. ,
Demography and diversity in organizations , Research in Organizational Behavior. A Review of 40 Years of Research, Vol. 20, eds. B. M. Staw and R. M. Cummings (Greenwich, CT, JAI Press, 1998), pp. 77–140. Google Scholar - 37. , Synthetic cultures: Intercultural learning through simulation games, Simulation & Gaming 30 (4) (1999) 415–440. Crossref, Google Scholar
- 38. , Intercultural simulation games: A review (of the United States and Beyond), Simulation & Gaming 41 (1) (2010) 94–115. Crossref, Google Scholar
- 39. , Group Process and Productivity (Academic Press, San Diego, 1972). Google Scholar
- 40. , Hybrid methods of organizing groups for a business game, Developments in Business Simulation and Experiential Learning 42 (2015) 91–101. Google Scholar
- 41. , Cultural influences on personality, Annual Review of Psychology 53 (1) (2002) 133–160. Crossref, Web of Science, Google Scholar
- 42. , Personality and culture revisited: Linking traits and dimensions of culture, Cross-Cultural Research 38 (1) (2004) 52–88. Crossref, Web of Science, Google Scholar
- 43. , Personality profiles of cultures: Patterns of ethos, European Journal of Personality 23 (3) (2009) 205–227. Crossref, Web of Science, Google Scholar
- 44. ,
Modeling cultural and personality biases in decision-making , in Advances in Cross-Cultural Decision-making, eds. D. Schmorrow and D. Nicholson (CRC Press, Boca Raton, 2010). Crossref, Google Scholar - 45. , Reducing biases in cross-cultural top management team decision-making processes, International Journal of Business Administration 4 (3) (2013) 1–13. Crossref, Google Scholar
- 46. , Judgment Under Uncertainty (Cambridge University Press, Cambridge, UK, 1982). Crossref, Google Scholar
- 47. ,
Planning in Brazil, India, and Germany: A cross-cultural study, a cultural study, and a model , in Online Readings in Psychology and Culture, Unit 4, Chap. 2, eds. W. J. Lonner, D. L. Dinnel, S. A. Hayes and D. N. Sattler (Western Washington University, Bellingham, Washington USA, 2002). Google Scholar - 48. , Cross-cultural differences in decision-making styles: A study of college students in five countries, Social Behavior and Personality 31 (1) (2003) 35–48. Crossref, Web of Science, Google Scholar
- 49. , Multicultural organizational consultation: A social justice perspective, Consulting Psychology Journal: Practice and Research 60 (2) (2008) 157–169. Crossref, Google Scholar
- 50. , The melbourne decision-making questionnaire: An instrument for measuring pattern for coping with decisional conflict, Journal of Behavioral Decision-Making 10 (1) (1997) 1–19. Crossref, Web of Science, Google Scholar
- 51. , Horizontal and vertical dimensions of individualism and collectivism: A theoretical and measurement refinement, Cross-Cultural Research 29 (3) (1995) 240–275. Crossref, Google Scholar
- 52. , Individualism and Collectivism (Westview, Boulder, CO, 1995). Google Scholar
- 53. , Multimethod probes of individualism and collectivism, Journal of Personality and Social Psychology 59 (1990) 1006–1020. Crossref, Web of Science, Google Scholar
- 54. , Soziale Handlungsmuster in Russland im Vergleich zu Deutschland, Zeitschrift für Sozialpsychologie 33 (2002) 261–270. Crossref, Google Scholar
- 55. ,
Decision-making in individualistic and collectivistic cultures , in Online Readings in Psychology and Culture, Unit 4, Chap. 3, eds. W. J. Lonner, D. L. Dinnel, S. A. Hayes and D. N. Sattler (Western Washington University, Bellingham, Washington, USA, 2002). Google Scholar - 56. , Cultural diversity’s impact on interaction process and performance: Comparing homogeneous and diverse task groups, The Academy of Management Journal 36 (3) (1993) 590–602. Crossref, Web of Science, Google Scholar
- 57. , Process gain and process loss: Comparing interpersonal processes and performance of culturally diverse and non-diverse teams across time, International Journal of Intercultural Relations 2 (4) (1998) 409–430. Crossref, Web of Science, Google Scholar
- 58. , Factors that affect decision-making: Gender and age differences, International Journal of Psychology and Psychological Therapy 7 (3) (2007) 381–391. Google Scholar
- 59. , Measuring gender differences: The expressive dimension and critique of androgyny scales, Sex Roles 17 (1987) 375–400. Crossref, Web of Science, Google Scholar
- 60. ,
Gender differences in decision making when faced with multiple options , Poster presented at Scholarship & Creativity Day (Saint John’s University, Collegeville, 2013). Google Scholar - 61. , Gender differences in reward sensitivity and information processing during decision-making, Journal of Risk and Uncertainty 50 (1) (2015) 55–71. Crossref, Web of Science, Google Scholar
- 62. , Gendered Lives: Communication, Gender, and Culture (Wadsworth, Belmont, CA, 1990). Google Scholar
- 63. , The impact of gender composition on team performance and decision making: Evidence from the field, Management Science 58 (1) (2012) 78–93. Crossref, Web of Science, Google Scholar
- 64. , The impact of gender diversity on the performance of business teams: Evidence from a field experiment, Management Science 59 (7) (2013) 1514–1528. Crossref, Web of Science, Google Scholar
- 65. , Gender and the labor market: What have we learned from field and lab experiments?, Labour Economics 30 (2014) 32–40. Crossref, Web of Science, Google Scholar
- 66. B. Frick, A. Kolle and A. Rose, Gender diversity is detrimental to team performance: Evidence from five consecutive years of an undergraduate business strategy game, German Economic Association of Business Administration, Discussion paper DP 14-08 (2014), pp. 1–46. Google Scholar
- 67. , Pooling of unshared information in group decision-making: Biased information sampling during discussion, Journal of Personality and Social Psychology 48 (6) (1985) 1467–1478. Crossref, Web of Science, Google Scholar
- 68. , From cooperative to motivated information sharing in groups: Moving beyond the hidden profile paradigm, Communication Monographs 71 (3) (2004) 286–310. Crossref, Web of Science, Google Scholar
- 69. , Twenty-five years of hidden profile studies: A meta-analysis, Personality and Social Psychology Review 16 (2004) 54–75. Crossref, Web of Science, Google Scholar
- 70. , The impact of group size and proportion of shared information on the exchange and integration of information in groups, Communication Research 24 (3) (1997) 291–313. Crossref, Web of Science, Google Scholar
- 71. , Information sampling in structured discussions of three- and six-person groups, Journal of Personality and Social Psychology 57 (1) (1989) 57–67. Crossref, Web of Science, Google Scholar
- 72. , Using group support systems to discover hidden profiles: An examination of the influence of group size and meeting structures on information sharing and decision quality, International Journal of Human Computer Studies 47 (3) (1997) 387–405. Crossref, Web of Science, Google Scholar
- 73. , Team size effects on business game performance and decision-making behaviors, Decision Sciences 14 (1) (1983) 121–133. Crossref, Google Scholar
- 74. , Democratizing strategy: How crowdsourcing can be used for strategy dialogues, California Management Review 54 (4) (2012) 44–68. Crossref, Web of Science, Google Scholar
- 75. , Group size and attitudes toward the simulation experience, Simulation & Games 11 (4) (1980) 451–460. Crossref, Google Scholar
- 76. , Leadership as a medium: Its emergence and effect on performance in small leaderless groups, Developments in Business Simulation & Experiential Learning 21 (1994) 137–142. Google Scholar
- 77. , Pick your group size: A better procedure to resolve the free-rider problem in a business simulation, Developments in Business Simulation & Experiential Learning 37 (2010) 14–22. Google Scholar
- 78. , Information suppression and status persistence in group decision making, Human Communication Research 23 (2) (1996) 193–219. Crossref, Web of Science, Google Scholar
- 79. ,
C. Christensen, T. M. Franz and A. S. Abbott , Diagnosing groups: The pooling, management, and impact of shared and unshared case information in team-based medical decision making, Journal of Personality and Social Psychology 75 (1) (1998) 93–108. Crossref, Web of Science, Google Scholar - 80. , The bias toward discussing shared information: Why are high status members immune?, Communication Research 27 (3) (2000) 379–401. Crossref, Web of Science, Google Scholar
- 81. , Managing cultural diversity: Implications for organizational competitiveness, Academy of Management Executive 5 (3) (1991) 45–56. Crossref, Google Scholar
- 82. , Absorptive capacity: A new perspective on learning and innovation, Administrative Science Quarterly 35 (1990) 128–152. Crossref, Web of Science, Google Scholar
- 83. , An analysis of transformations, Journal of the Royal Statistics Society, Series B 26 (2) (1964) 211–234. Web of Science, Google Scholar
- 84. , The use of triangulation in social science research: Can qualitative and quantitative methods be combined?, Journal of Comparative Social Work 1 (1) (2009) 1–12. Google Scholar
- 85. , An exploratory technique for investigating large quantities of categorical data, Applied Statistics 29 (2) (1980) 119–127. Crossref, Google Scholar
- 86. ,
Probabilistic decision trees , in Machine Learning: An Artificial Intelligence Approach, Vol. III, eds. Y. Kodratoff and R. Michalski (Morgan Kaufman, San Mateo, CA, 1990), pp. 140–152. Crossref, Google Scholar - 87. , Classification and Regression Trees (Wadsworth & Brooks/Cole Advanced Books & Software, Monterey, CA, 1984). Google Scholar
- 88. , Data Mining with Decision Trees: Theory and Applications (World Scientific Publishing Company 2008). Google Scholar
- 89. ,
Learning with continuous classes , Proceedings of Artificial Intelligence (World Scientific, Singapore, 1992), pp. 343–348. Google Scholar - 90. , Automatic construction of decision trees from data: A multi-disciplinary survey, Data Mining and Knowledge Discovery 2 (4) (1998) 345–389. Crossref, Web of Science, Google Scholar
- 91. , Decision Trees for Predictive Modeling (SAS Institute Inc., Cary, NC, 1999). Google Scholar
- 92. , Culture’s Consequences: Comparing Values, Behaviors, Institutions, and Organizations Across Nations (Sage, London, 2001). Google Scholar
- 93. , Culture, Leadership, and Organizations, The Globe Study of 62 Societies (Sage, Thousand Oaks, CA, 2004). Google Scholar
- 94. , Cross-cultural differences in self-reported decision-making style and confidence, International Journal of Psychology 33 (5) (1998) 325–335. Crossref, Web of Science, Google Scholar
- 95. , Cultural values in conflict management: Goal orientation, goal attainment, and tactical decision, Journal of Cross-Cultural Psychology 30 (1999) 51–71. Crossref, Web of Science, Google Scholar
- 96. ,
Theoretical and methodological approaches to the study of collectivism and individualism , in Individualism and Collectivism. Theory, Method and Applications, eds. U. Kim, H. C. Triandis, C. Kagitcibasi, S-C. Choi and G. Yoon (Sage, Thousand Oaks, CA, 1994), pp. 41–51. Google Scholar - 97. , Implementation of the big data concept in organizations — possibilities, impediments and challenges, in Proc. Federated Conf. Computer Science and Information Systems, IEEE (Krakow, Poland, 2013), pp. 985–989. Google Scholar
- 98. , Pairwise comparison matrix in multiple criteria decision making, Technological and Economic Development of Economy 22 (5) (2016) 738–765. Crossref, Web of Science, Google Scholar
- 99. , Enhancing data consistency in decision matrix: Adapting hadamard model to mitigate judgment contradiction, European Journal of Operational Research 236 (1) (2016) 261–271. Crossref, Web of Science, Google Scholar