특정 대상에 대한 개인 수준의 문화적 성향이 사용자 경험에 미치는 조절효과에 대한 실증적 연구: 미국, 독일, 러시아의 4개 디지털 기기 사용자를 대상으로

An Empirical Study on How the Moderating Effects of Individual Cultural Characteristics towards a Specific Target Affects User Experience: Based on the Survey Results of Four Types of Digital Device Users in the US, Germany, and Russia

  • 발행 : 2009.03.31

초록

Recently, due to the globalization of the IT(Information Technology) market, devices and systems designed in one country are used in other countries as well. This phenomenon is becoming the key factor for increased interest on cross-cultural, or cross-national, research within the IT area. However, as the IT market is becoming bigger and more globalized, a great number of IT practitioners are having difficulty in designing and developing devices or systems which can provide optimal experience. This is because not only tangible factors such as language and a country's economic or industrial power affect the user experience of a certain device or system but also invisible and intangible factors as well. Among such invisible and intangible factors, the cultural characteristics of users from different countries may affect the user experience of certain devices or systems because cultural characteristics affect how they understand and interpret the devices or systems. In other words, when users evaluate the quality of overall user experience, the cultural characteristics of each user act as a perceptual lens that leads the user to focus on a certain elements of experience. Therefore, there is a need within the IT field to consider cultural characteristics when designing or developing certain devices or systems and plan a strategy for localization. In such an environment, existing IS studies identify the culture with the country, emphasize the importance of culture in a national level perspective, and hypothesize that users within the same country have same cultural characteristics. Under such assumptions, these studies focus on the moderating effects of cultural characteristics on a national level within a certain theoretical framework. This has already been suggested by cross-cultural studies conducted by scholars such as Hofstede(1980) in providing numerical research results and measurement items for cultural characteristics and using such results or items as they increase the efficiency of studies. However, such national level culture has its limitations in forecasting and explaining individual-level behaviors such as voluntary device or system usage. This is because individual cultural characteristics are the outcome of not only the national culture but also the culture of a race, company, local area, family, and other groups that are formulated through interaction within the group. Therefore, national or nationally dominant cultural characteristics may have its limitations in forecasting and explaining the cultural characteristics of an individual. Moreover, past studies in psychology suggest a possibility that there exist different cultural characteristics within a single individual depending on the subject being measured or its context. For example, in relation to individual vs. collective characteristics, which is one of the major cultural characteristics, an individual may show collectivistic characteristics when he or she is with family or friends but show individualistic characteristics in his or her workplace. Therefore, this study acknowledged such limitations of past studies and conducted a research within the framework of 'theoretically integrated model of user satisfaction and emotional attachment', which was developed through a former study, on how the effects of different experience elements on emotional attachment or user satisfaction are differentiated depending on the individual cultural characteristics related to a system or device usage. In order to do this, this study hypothesized the moderating effects of four cultural dimensions (uncertainty avoidance, individualism vs, collectivism, masculinity vs. femininity, and power distance) as suggested by Hofstede(1980) within the theoretically integrated model of emotional attachment and user satisfaction. Statistical tests were then implemented on these moderating effects through conducting surveys with users of four digital devices (mobile phone, MP3 player, LCD TV, and refrigerator) in three countries (US, Germany, and Russia). In order to explain and forecast the behavior of personal device or system users, individual cultural characteristics must be measured, and depending on the target device or system, measurements must be measured independently. Through this suggestion, this study hopes to provide new and useful perspectives for future IS research.

키워드

참고문헌

  1. Aaker, J.L., Fournier, S., and Brasel S.A., "When Good Brands Do Bad, " Journal of Consumer Research Vol. 31, No. 1 2007, pp.1-16
  2. Argyle, M., Henderson, M., Bond, M., lizuka, Y., and Contarello, A., "Cross-Cultural Var-iations in Relationship Rules," International Journal of Psychology, Vol. 21 No. 3, 1986, pp.287-315
  3. Badre, A.N., "Shaping Web Usability," Pears Education, Boston, MA, 2001
  4. Bagozzi, R.P. and Yi, Y., "On the Evaluation of Structural Equation Models",Journal of the Academy of Marketing Science, Vol. 16, No. 1, 1988, pp. 74-94 https://doi.org/10.1007/BF02723327
  5. Bar-Tal, D. and Saxe, L., "Physical Attractiveness and Its Relationship to Sex-Role Stereotyping," Sex Roles, Vol. 2, No. 2, 1976,pp. 123-133
  6. Baskerville, R.F., "Hofstede Never Studied Culture," Accounting Organizations and Society, Vol. 28, No. 1, 2003, pp. 1-14 https://doi.org/10.1016/S0361-3682(01)00048-4
  7. Baumgartner, V.-J. and Marcus,A., "A Practical Set of Culture Dimensions for Global User-Interface Development," Proceedings of the 6th Asia-Pacific Conference onComputer Human Interaction, Hamilton, New Zealand, 2004
  8. Beggan, J.K., "On the Social Nature of Nonsocial Perception: The Mere Ownership Effect",Journal of Personality and Social Psychology, Vol. 62, No. 2, 1992, pp. 229-237 https://doi.org/10.1037/0022-3514.62.2.229
  9. Belk, R.W., "Possessions and the Extended Self," Journal of Consumer Research, Vol. 15, No. 2, 1988, pp. 139-368 https://doi.org/10.1086/209154
  10. Bem, S.L., "The BSRI and Gender Schema Theory: A Reply to Spence and Helmreich", Psychological Review, Vol. 88, No. 4, 1981, pp.369-371 https://doi.org/10.1037/0033-295X.88.4.369
  11. Carlson, R., "Sex Differences in Ego Functioning:Exploratory Studies of Agency and Communion," Journal of Consulting and Clinical Psychology, Vol. 37, No. 2, 1971, pp. 267-277 https://doi.org/10.1037/h0031947
  12. Carroll, B.A. and Ahuvia, A.C., "Some Antecedents and Outcomes of Brand Love," Marketing Letters, Vol. 17, No. 2, 2006, pp.79-89 https://doi.org/10.1007/s11002-006-4219-2
  13. Carte,T.A. and Russell, C.J., "In Pursuit of Moderation: Nine Common Errors and Their Solutions," MIS Quarterly, Vol. 27, No. 3,2003, pp. 479-501
  14. Chin, W.W., "The Partial Least Squares Approach to Structural Equation Modeling" in Modern Methods for Business Research, Marcoulides, G.A.(ed.), Lawrence Erlbaum Associates, Mahwah, NJ, 1998, pp. 295-336
  15. Chin, W.W., Marcolin, B.L., and Newsted, P.R., "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," Information Systems Research, Vol. 14, No. 2, 2003, pp. 189-217 https://doi.org/10.1287/isre.14.2.189.16018
  16. Choong, Y.Y. and Salvendy, G., "Design of icons for use by Chinese in mainland China", Interacting with Computers, Vol. 9, No. 4, 1998, pp. 417-430 https://doi.org/10.1016/S0953-5438(97)00026-X
  17. Cronin Jr., J.J., Brady, M.K., and Hult, G. T.M., "Assessing the Effects of Quality, Value, and Customer Satisfaction on Consumer Behavora Intentions in Service Environments", Journal of Retailing, Vol. 76, No. 2, 2000, pp. 193-218 https://doi.org/10.1016/S0022-4359(00)00028-2
  18. Cyr, D., "Modeling Web Site Design Across Cultures: Relationships to Trust, Satisfaction, and E-Loyalty," Journal of Management Information Systems, Vol.24,No.4,2008,pp47-72 https://doi.org/10.2753/MIS0742-1222240402
  19. Cyr, D., Head, M., and Ivanov, A., "Design Aesthetics Leading to M-Loyalty in Mobile Commerce," Information and Management, Vol. 43, No. 8, 2006, pp. 950-963 https://doi.org/10.1016/j.im.2006.08.009
  20. Davis, F.D., "Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology," MIS Quarterly, Vol. 13, No. 3, 1989, pp. 319-340 https://doi.org/10.2307/249008
  21. Davis, F.D., Bagozzi, R.P., and Warshaw, P.R., "Extrinsic and Intrinsic Motivation to Use Computers in the Workplace", Joumal of Applied Psychology, Vol. 22, No. 14, 1992, pp. 1111-1132 https://doi.org/10.1111/j.1559-1816.1992.tb00945.x
  22. de Mooij, M., "Consumer Behavior and Culture: Consequences for Global Marketing and Advertising," Sage Publications Inc., Thousand Oaks, CA, 2003
  23. de Mooij, M.,"Global Marketing and Advertising: Understanding Cultural Paradoxes," Sage Publications, Inc., Beverly Hills,CA, 1998
  24. Doll, W.J., Deng, Z., Raghunathan, T.s., Torkzadeh, G., and Xia, W., "The Meaning and Measurement of User Satisfaction: A Multigroup Invariance Analysis of the End User Computing Satisfaction Instrument," Joumal of Management Information Systems, Vol. 21, No. 1 2004, pp. 227-262
  25. Eagly, A.H., Ashmore, R.D., Makhijani, M.G., and Longo, L.c., "What Is Beautiful IS GOOd, But....: A METa Analytic Review of Research On the Physical Attractiveness Stereotype", Psychological Bulletin , Vol.110, No.1, 1991, pp109-128 https://doi.org/10.1037/0033-2909.110.1.109
  26. Erez, M. and Gati, E., "A Dymamic, MultiLevel Model of Culture: From the Micro Level of the Individual to the Macro Level of a Global Culture," Applied Psychology: An International Review, Vol. 53, No. 4, 2004, pp. 583-598 https://doi.org/10.1111/j.1464-0597.2004.00190.x
  27. Fassnacht, M. and K$\ddot{o}$se, I., "Consequences of Web-Based Service Quality: Uncovering a Multi-Faceted Chain of Effects", journal of Interactive Marketing, Vol. 21, No. 3, 2007, pp.35-54 https://doi.org/10.1002/dir.20084
  28. Ferraro, G.P., "The Cultural Dimensions of International Business", Prentice Hall, Englewood Cliffs, NJ, 1998
  29. Ford, D.P., Connelly, C E., and Meister, D.B."Information Systems Research and Hofstede's Culture’s Consequences: An Uneasy and Incomplet Partnership", IEEE Transactions on Engineering Management,Vol. 50, No.1, 2003, pp. 8-25 https://doi.org/10.1109/TEM.2002.808265
  30. Ford, G., Kotze, P., and Marcus, A., "Cultural Dimensions: Who is Stereotyping Whom?", Proceedings of the 11th Intemational Conference on Human-Computer Interaction, Las Vegas,NV, 2005
  31. Fornell C. and Larcker, D., "Evaluating Structural Equation Models with Unobservable Variables and Measurement Error," Joumal of Marketing Research, Vol. 18, No. 1, 1981, pp. 39-50 https://doi.org/10.2307/3151312
  32. Freedman, R.J,"Reflections on Beauty as It Relates to Health in Adolescent Females", Women and Health, Vol. 9, No. 2-3, 1976, pp. 29-45
  33. Freeman, M.A. and Bordia, P., "Assessing Altemative Models of Individualism and Collectivism: A Confirmatory Factor Analysis", European Joumal of Personality, Vol. 15, No. 2, 2001, pp. 105-121 https://doi.org/10.1002/per.398
  34. Garfield, M.T. and Watson, R.T., "Differences in national information infrastructures: the reflection of national cultures", Joumal of Strategic Information Systems, Vol.6, No.4, 1998, pp. 313-337
  35. Gefen, D., Straub, D.W., and Boudreau, M.C , "Structural Equation Modeling and Regression: Guidelines for Research Practice, " Communications of the Association for Information Systems, Vol. 4, No., 2000 pp. 1-77
  36. Hair Jr., J.F., Anderson, R.E., Tatham, R.L., and Black, W.C, "Multivariate Data Analysis," Prentice Hall, Upper Saddle River, NJ, 1998
  37. Hall, E.T., "Beyond Culture," Anchor Doubleday Press, Garden City, NY, 1976
  38. Hall, E.T., "The Silent Language," Anchor Doubleday Press, Garden City, NY, 1959
  39. Hiller,M.,"The Role of Cultural Context in Multilingual Website Usability", Electronic Commerce Research and Applications, Vol. 2, No. 1, 2003, pp. 2-14 https://doi.org/10.1016/S1567-4223(03)00005-X
  40. Hoffman, L.W., "Early Childhood Experiences and Women's Achievement Motives," Journal of Social Issues, Vol. 28, No. 2, 1972, pp. 129-155 https://doi.org/10.1111/j.1540-4560.1972.tb00022.x
  41. Hofstede, G., "Culture’s Consequences: International Differences in Work-Related Values",Sage Publications , Inc., Beverly Hills, CA,1980
  42. Hofstede, G., "Geert HofstedeTM Cultural Dimensions",2003,http://www.geert-hofstede.com/hofstede_dimensions.php
  43. Hofstede, G.,"Values Survey Modules Manual," IRlC, Tilburg the Netherlands, 1994
  44. Hoft, N.L., "Developing a Cultural Model", in International User Interfaces, del Galdo, E.M. and Nielsen, J.(eds.), John Wiley and Sons, New York, NY, 1996, pp. 41-73
  45. Hoft, N.L., "International Technical Communication", John Wiley and Sons, New York, NY, 1995
  46. Hong, S.-J. and Tam, K.Y., "Understanding the Adoption of Multipurpose Information Appliances: The Case of Mobile Data Services," Information Systems Research, Vol. 17, No. 2, 2006, pp. 162-179 https://doi.org/10.1287/isre.1060.0088
  47. Honold, P., "Learning How to Use a Cellular Phone: Comparison between German and Chinese Users", Technical Communication, Vol. 46, No. 2, 1999, pp. 196-205
  48. Huang, L., Lu, M.T., and Wong, B.K.,"The Impact of Power Distance on Email Acceptance: Evidence from the PRC," Journal of Computer Information Systems, Vol. 44, No. 1,2003, pp. 93-101
  49. Hui, C H., "Measurement of Individualism Collectivism," Journal of Research in Personality, Vol. 22, No.1, 1988, pp. 17-36 https://doi.org/10.1016/0092-6566(88)90022-0
  50. Igbaria,M. and Zviran, M., "Comparison of End-User Computing Characteristics in the U.S., Israel and Taiwan", Information and Management, Vol. 30, No. 1, 1996, pp. 1-13 https://doi.org/10.1016/0378-7206(95)00044-5
  51. Im, K.S. and Grove, V., "The Use of Structural Equation Modeling in IS Research: Review and Recommendations,'’ in The Handbook of Information Systems Research Whitman, M.E. and Woszczynski, A.B.(eds.), Idea Group Publishing Hershey, PA, 2003,pp. 44-65
  52. Jackson, L.A., "The Perception of Androgyny and Physical Attractiveness: Two is Better than One", Personality and Social Psychology Bulletin, Vol. 9, No. 3, 1983, pp. 405-413 https://doi.org/10.1177/0146167283093011
  53. Kankanhalli, A., Tan, B.CY., Wei, K.K., and Holmes, M.C, "Cross-Cultural Differences and Information Systems Developer Values," Decision Support Systems, Vol. 38, No. 2, 2004,pp183-195 https://doi.org/10.1016/S0167-9236(03)00101-5
  54. Karahanna,E., Evaristo, J.R., and Srite, M.,"Levels of Culture and Individual Behavior:An IntegrativePerspective ", Journal of Global Information Management, Vol. 13, No. 2, 2005,pp. 1-20
  55. Kedia, B.L. and Bhagat, R.S., "Cultural Constraints on Transfer of Technology Across Nations: Implications for Research in International and Comparative Management" ,Academy of Management Review, Vol. 13, No. 4, 1988, pp. 559-571 https://doi.org/10.2307/258375
  56. Kenny, D.A. and Judd, C.M., "Estimating the Nonlinear and Interactive Effects of Latent Variables", Psychological Bulletin, Vol. 96, No. 1, 1984, pp. 201-210 https://doi.org/10.1037/0033-2909.96.1.201
  57. Khaslavsky, J., "Integrating culture into interface design," Proceedings of Conference on Human Factors in Computing Systems(CHI '98), Los Angeles, CA, 1998
  58. Kim, H.-W., Chan,H.C., and Gupta, 5., "Value-Based Adoption of Mobile Intemet: An Empirical Investigatio", Decision Support Systems, Vol. 43, No.1, 2007, pp.111-126 https://doi.org/10.1016/j.dss.2005.05.009
  59. Kleine, S.S., Kleine IIl, R.E., and Allen, C.T., "How Is a Possession "Me" or "Not Me"?: Characterizing Types and an Antecedent of Material Possession Attachment," Journal of Consumer Research, Vol. 22, No. 3, 1995, pp. 327-343 https://doi.org/10.1086/209454
  60. Kluckhohn, F.R. and Strodtbeck, F.L., "Variations in Value Orientations," Greenwood Press, Westport, CT, 1961
  61. Kralisch, A., Eisend, M., and Berendt, B., "The Impact of Culture on Website Navigation Behavior", Proceedings of the 11th International Conference on Human-Computer Interaction, Las Vegas, NV, 2005
  62. Kroeber, A.L., "The Nature of Culture," University of Chicago Press, Chicago, IL, 1952
  63. Kroeber, A.L. and Parsons, T., "The Concept of Culture and of Social System," American Sociological Review, Vol. 23, No. 5, 1958, pp. 582-583
  64. Lee, I., Choi,B., Kim, J., and Hong S.-J., "Culture-Technology Fit: Effects of Cultural Characteristics on the Post-Adoption Beliefs of Mobile Internet Users", International Journal of Electronic Commerce, Vol. 11, No. 4, 2007, pp. 11-51 https://doi.org/10.2753/JEC1086-4415110401
  65. Lee, I., Lee, K., Choi,G.W., Yang, S., Lim, S., Jeon, S.-W., Kim, J., and Hong S.-J., "A Theoretical Integration of User Satisfaction and Emotional Attachment," Korean Management Review,Vol. 37, No. 5, 2008, pp. 1171-1203
  66. Lim, J., "The Role of Power Distance and Explanation Facility in Online Bargaining Utilizing Software Agents," Journal of Global Information Vol. 12, No.2,2004,pp27-43
  67. Mathwick, c., Malhotra,N., and Rigdon, E., "Experiential Value: Conceptualization, Measurement and Application in the Catalog and Intemet Shopping Environment", Journal of Retailing, Vol. 77, No. 1, 2001, pp. 39-56 https://doi.org/10.1016/S0022-4359(00)00045-2
  68. Maxham IIl, J.G. and Netemeyer, R.G., "A Longitudinal Study of Complaining Customers' Evaluations of Multiple Service Failures and Recovery Efforts", Journl of Marketing, Vol. 66, No. 4, 2002, pp. 57-71 https://doi.org/10.1509/jmkg.66.4.57.18512
  69. McCoy, S., Galletta, D.F., and King, W.R.,"Integrating National Culture into IS Research:The Need for Current Individual Level Measures",Communications of the Association for Information Systems, Vol. 15,No., 2005, pp. 211-224
  70. Merritt, A., "Culture in the Cockpit: Do Hofstede's Dimensions Replicate?," Journal of Cross-Cultural Psychology, Vol. 31, No. 3,2000, pp. 283-301 https://doi.org/10.1177/0022022100031003001
  71. Minton, H.L., and Schneider, F.W., "Differential Psychology", Waveland Press, Prospects Height, IL,1980
  72. Moore, G.C. and Benbasat, I., "Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation",Information Systems Research, Vo1. 2, No. 3, 1991, pp. 192-222 https://doi.org/10.1287/isre.2.3.192
  73. Oyserman,D., Coon, H.M., and Kemmelmeier, M., "Rethinking Individualism and Collectivism: Evaluation of Theoretical Assumptions and Meta Analyses,'’ Psychological Bulletin, Vol. 128, No. 1, 2002, pp. 3-72 https://doi.org/10.1037/0033-2909.128.1.3
  74. Parsons, T. and Shils, E.A., "Toward a General Theory of Action," Harvard University press, Cambridge, MA, 1951
  75. Png, I.P.L., Tan, B.C.Y., and Wee, K.L., "Dimensions of National Culture and Corporate Adoption of IT Infrastructure," IEEE Transactions on Engineering Management, Vo1. 48, No. 1, 2001, pp. 36-45 https://doi.org/10.1109/17.913164
  76. R$\ddot{o}$se, K., "The Development of CultureOriented Human Machine Systems: Specification, Analysis, and Integration of Relevant Intercultural Variables," in Cultural Ergonomics, Kaplan, M.(ed.), Elsevier, San Diego, CA, 2004, pp61-103
  77. Rose, G.M., Evaristo, R., and Straub, D., "Culture and Consumer Responses to Web Download Time: A Four-Continent Study of Mono-and Polychronism," IEEE Transactions on Engineering Management, Vo1. 50, No. 1, 2002, pp. 31-44 https://doi.org/10.1109/TEM.2002.808262
  78. Schimmack, U., Oishi, S., and Diener, E., "Individualism: A Valid and Important Dimension of Cultural Differences between Nations", Personality and Social Psychology Review, Vol. 9, No. 1, 2005, pp. 17-31 https://doi.org/10.1207/s15327957pspr0901_2
  79. Schwartz, S.H.,"Beyond Individualism Collectivism: New Cultural Dimensions of Values," in Individualism and Collectivism Theory, Method, and Applications, Kagitcibasi, C., Choi, S.C., Yoon, G., Kim, U. and Triandis, H.(eds.) ,Sage Publications, Thousand Oaks, CA, 1994, pp85-119
  80. Segars, A.H. and Grover, V., "Strategic Information Systems Planning Success: An Investigation of the Construct and Its Measurement," MIS Quarterly, Vo1. 22, No. 2, 1998, pp. 139-163 https://doi.org/10.2307/249393
  81. Singh, N., Zho, H., and Hu, X., "Cultural Adaptation on the Web: A Study of American Companies' Domestic and Chinese Website,'' Journal of Global Information Management, Vol. 11, No. 3, 2003, pp. 63-81 https://doi.org/10.4018/jgim.2003070104
  82. Smith, A. and Chang, Y., "Quantifying Hofstede and Developing Cultural Fingerprints for Website Acceptability," Proceedings of the 2003 International Workshop on the Internationalization of Products and Systems, Berlin, Germany, 2003
  83. Smith, A., Dunckley, L., French, T., Minocha, S., and Chang, Y., "A Process Model for Developing Usable Cross-Cultural Websites", Interacting with Computers, Vol. 16, No.1,2004, pp. 63-91 https://doi.org/10.1016/j.intcom.2003.11.005
  84. Smith, A.M. and Reynolds, N.L., "Measuring Cross-Cultural Service Quality: A Framework for Assessment",International Marketing Review, Vol.19, No. 5, 2001, pp. 450-481 https://doi.org/10.1108/02651330210445
  85. Spence, J.T. and Helmreich, R.L., "Masculine Instrumentality and Feminine Expressiveness: Their Relationships with Sex Role Attitudes and Behaviors," Psychology of Women Quarterly, Vol. 5, No. 2, 1980, pp.147-163 https://doi.org/10.1111/j.1471-6402.1980.tb00951.x
  86. Srite, M. and Karahanna, E., "The Role of Espoused National Culture Values in Technology Acceptance," MIS Quarterly, Vol. 30, No. 3, 2006, pp. 679-704
  87. Straub, D.W., "The Effect of Culture on IT Diffusion: E-Mail and PAX in Japan and U.S.",Information Systems Research, Vol. 5, No. 1, 1994, pp. 23-47 https://doi.org/10.1287/isre.5.1.23
  88. Straub, D.W., Keil, M., and Brenner, W., "Testing the Technology Acceptance Model across Cultures: A Three Country Study", Information and Management, Vol.33,No. 1, 1997, pp. 1-11 https://doi.org/10.1016/S0378-7206(97)00026-8
  89. Straub, D.W., Loch, W., Aristo, R., Karahanna, E., and Strite, M., "Toward a Theory Based Measurement of Culture", Joumal of Global Information ,Vol. 10, No. 1, 2002, pp. 13-23 https://doi.org/10.4018/jgim.2002010102
  90. Sweeney, J.C and Soutar, G.N., "Consumer Perceived Value: The Development of a Multiple Item Scale", Journal of Retailing,Vol.77, No. 2, 2001, pp. 203-220 https://doi.org/10.1016/S0022-4359(01)00041-0
  91. Tan, B.CY., Smith, H.J., Keil, M., and Montealegre, R., "Reporting Bad News about Software Projects: Impact of Organizational Climate and Information Asymmetry in an Individualistic and a Collectivistic Culture", IEEE Transactions on Engineering Management, Vol. 50, No. 1, 2003, pp. 64-77 https://doi.org/10.1109/TEM.2002.808292
  92. Tan, B.CY., Wei, K.K., Watson, R.T., Clapper, D.L., and McLean,E.R., "Computer Mediated Communication and Majority Influence: Assessing the Impact in an Individualistic and a Collectivistic Culture,"Management Science, Vol. 44, No. 9, 1998, pp.1263-1278 https://doi.org/10.1287/mnsc.44.9.1263
  93. Taylor, M.C and Hall, J.A., "Psychological Androgyny: Theories, Methods, and Conclusions", Psychological Bulletin Vol. 92, 1982,pp. 347-366 https://doi.org/10.1037/0033-2909.92.2.347
  94. Thomas, J., "Contexting Koreans: Does the High/Low Model Work?," Business Communication Quarterly, Vol. 61, No. 4, 1998, pp. 9-22 https://doi.org/10.1177/108056999806100403
  95. Thomson, M., "Human Brands: Investigating Antecedents to Consumers' Strong Attachments to Celebrities," Joumal of Marketing, Vol. 70, No. 3, 2006, pp.104-119 https://doi.org/10.1509/jmkg.70.3.104
  96. Thomson, M., MacInnis, D.J., and Park, CW., "The Ties That Bind: Measuring the Strength of Consumers' Emotional Attachments to Brands," Journal of Consumer Psychology, Vol. 15, No. 1, 2005, pp. 77-91 https://doi.org/10.1207/s15327663jcp1501_10
  97. Thong, J.Y.L., Hong, S.-J., and Tam, K.Y.,"The Effects of Post-Adoption Beliefs on the Expectation-Confirmation Model for Information Technology Continuance", International Joumal of Human-Computer Studies, Vol. 64, No. 9, 2006, pp. 799-810 https://doi.org/10.1016/j.ijhcs.2006.05.001
  98. Triandis, H.C , "Cross-Cultural Studies of Individualism-Collectivism", Proceedings of the Nebraska Symposium on Motivation, Lincoln, NE, 1990
  99. Triandis, H.C , "Individualism and Collectivism," Westview Press, Boulder, CO, 1995
  100. Triandis, H.C. and Gelfand, M.J., "Converging Measurement of Horizontal and Vertical Individualism and Collectivism," Journal of Personality and Social Psychology, Vol. 74, No. 1, 1998, pp. 118-128 https://doi.org/10.1037/0022-3514.74.1.118
  101. Trompenaars, F., "Riding the Waves of Culture: Understanding Diversity in Global Business," Economist Books, London, United Kingdom, 1993
  102. van der Heijden, H., "Factors Influencing the Usage of Websites: The Case of a Generic Portal in The Netherlands,"Information and Management, Vol. 40, No. 6, 2003,pp. 541-549 https://doi.org/10.1016/S0378-7206(02)00079-4
  103. Veiga, J.F., Floyd, 5., and Dechant, K., "Towards Modelling the Effects of National Culture on IT Implementation and Acceptance, " Journal of Information Technology, Vol. 16, No. 3, 2001, pp. 145-158 https://doi.org/10.1080/02683960110063654
  104. Venkatesh,V. and Brown, S.A, "A Longitudinal Investigation of Personal Computers in Homes: Adoption Determinants and Emerging Challenges", MIS Quarterly, Vol.25, No. 1, 2001, pp. 71-102 https://doi.org/10.2307/3250959
  105. Venkatesh, V. and Davis, F.D., "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies", Management Science, Vol. 46, No. 2,2000, pp. 186-204 https://doi.org/10.1287/mnsc.46.2.186.11926
  106. Wixom, B.H. and Todd, P.A, "A Theoretical Integration of User Satisfaction and Technology Acceptance," Information Systems Research, Vol. 16, No. 1, 2005, pp. 85-102 https://doi.org/10.1287/isre.1050.0042
  107. Zahedi, F.M., van Pelt, W.V., and Song, J.,"A Conceptual Framework for International Web Design," IEEE Transactions on Professional Communication, Vol. 44, No. 2, 2001, pp. 83-103 https://doi.org/10.1109/47.925509
  108. Zakaria,N. and Stanton, J.M., "Designing and Implementing CulturalIy-sensitive IT Applications," Information Technology and People, Vol.16, No.1, 2003, pp. 49-75 https://doi.org/10.1108/09593840310463023