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The Effect of CAPTCHA Exposure on Traveler's Online Behaviors

  • Jungkeun, Kim (Department of Marketing, Auckland University of Technology) ;
  • Suh-Young Irene, Park (Department of Marketing, Auckland University of Technology) ;
  • Jihoon, Jhang (Department of Marketing and Management, University of Central Arkansas)
  • Received : 2022.12.08
  • Accepted : 2023.02.09
  • Published : 2022.12.31

Abstract

CAPTCHA (Completely Automated Public Turing test to tell Computers and Humans Apart) is everywhere. This research explores whether and how travelers' upfront exposure to a CAPTCHA influences their subsequent behaviors. In the travel decision-making context, we investigated the relationship between CAPTCHA and travelers' hotel preferences and intent to use cryptocurrency during the trip. In two experimental studies, we found that travelers exposed to a CAPTCHA (vs. not) preferred a robot-staffed to a human-staffed hotel (Study 1) and a pro-environmental to a quality hotel (Study 2). Exposure to a CAPTCHA also influences travelers' intent to use cryptocurrency during travel (Study 2). Preference for a pro-environmental hotel does not depend on the formats of CAPTCHA ("I am not a robot" or "I am human") while intent to use cryptocurrency is higher when travelers were exposed to the "I am not a robot" than "I am human" CAPTCHA. The results of two exploratory studies suggest several potential mechanisms by which CAPTCHAs affect travelers' behaviors and call for more research on this topic.

Keywords

Acknowledgement

All authors contributed equally to the manuscript.

References

  1. Aaker, J. L. (1999). The malleable self: The role of self-expression in persuasion. Journal of Marketing Research, 36(1), 45-57. https://doi.org/10.1177/002224379903600104
  2. Awasthi, S., Shanmugam, R., Jena, S. R., & Srivastava, A. (2020). Review of techniques to prevent fake accounts on social media. International Journal of Advanced Science and Technology, 29, 8350-8365.
  3. Belk, M., Fidas, C., Germanakos, P., & Samaras, G. (2015). Do human cognitive differences in information processing affect preference and performance of CAPTCHA?. International Journal of Human-Computer Studies, 84, 1-18.
  4. Bianchi, C., Milberg, S., & Cuneo, A. (2017). Understanding travelers' intentions to visit a short versus long-haul emerging vacation destination: The case of Chile. Tourism Management, 59, 312-324. https://doi.org/10.1016/j.tourman.2016.08.013
  5. Brodic, D., Amelio, A., & Jankovic, R. (2018). Exploring the influence of CAPTCHA types to the users response time by statistical analysis. Multimedia Tools and Applications, 77(10), 12293-12329. https://doi.org/10.1007/s11042-017-4883-7
  6. Builtwith. (2022). CAPTCHA usage distribution in the top 1 million sites. https://trends.builtwith.com/widgets/CAPTCHA.
  7. Chmielewski, M., & Kucker, S. C. (2020). An MTurk crisis? Shifts in data quality and the impact on study results. Social Psychological and Personality Science, 11(4), 464-473 https://doi.org/10.1177/1948550619875149
  8. Cui, Y., Errmann, A., Kim, J., Seo, Y., Xu, Y., & Zhao, F. (2020). Moral effects of physical cleansing and pro-environmental hotel choices. Journal of Travel Research, 59(6), 1105-1118. https://doi.org/10.1177/0047287519872821
  9. Dreyfuss, E. (2018, August 17). A bot panic hits Amazon's Mechanical Turk. Wired. Retrieved from https://www.wired.com/story/amazonmechanical-turk-bot-panic/
  10. Escalas, J. E., & Bettman, J. R. (2003). You are what they eat: The influence of reference groups on consumers' connections to brands. Journal of Consumer Psychology, 13(3), 339-348. https://doi.org/10.1207/S15327663JCP1303_14
  11. Herr, P. M. (1986). Consequences of priming: Judgment and behavior. Journal of Personality and Social Psychology, 51(6), 1106-1115. https://doi.org/10.1037/0022-3514.51.6.1106
  12. Higgins, E. T., Rholes, W. S., & Jones, C. R. (1977). Category accessibility and impression formation. Journal of Experimental Social Psychology, 13(2), 141-154. https://doi.org/10.1016/S0022-1031(77)80007-3
  13. Jhang, J. H., Grant, S. J., & Campbell, M. C. (2012). Get it? Got it. Good! Enhancing new product acceptance by facilitating resolution of extreme incongruity. Journal of Marketing Research, 49(2), 247-259. https://doi.org/10.1509/jmr.10.0428
  14. Kim, J., Kim, P. B., & Kim, J. E. (2018). Different or similar choices: The effect of decision framing on variety seeking in travel bundle packages. Journal of Travel Research, 57(1), 99-115. https://doi.org/10.1177/0047287516684977
  15. Kim, J., Kim, P. B., Lee, J. S., Kim, S., & Hyde, K. F. (2019). The influence of decision task on the magnitude of decoy and compromise effects in a travel decision. Journal of Travel Research, 58(7), 1071-1087. https://doi.org/10.1177/0047287518794316
  16. Kim, J., Kim, S., Lee, J. S., Kim, P. B., & Cui, Y. (2020). Influence of choice architecture on the preference for a pro-environmental hotel. Journal of Travel Research, 59(3), 512-527. https://doi.org/10.1177/0047287519841718
  17. Kim, S. S., Kim, J., Badu-Baiden, F., Giroux, M., & Choi, Y. (2021). Preference for robot service or human service in hotels? Impacts of the COVID-19 pandemic. International Journal of Hospitality Management, 93, 102795.
  18. Kim, S., & Rucker, D. D. (2012). Bracing for the psychological storm: Proactive versus reactive compensatory consumption. Journal of Consumer Research, 39(4), 815-830. https://doi.org/10.1086/665832
  19. Koo, C., Kwon, J., Chung, N., & Kim, J. (2022). Metaverse tourism: conceptual framework and research propositions. Current Issues in Tourism, doi.org/10.1080/13683500.2022.2122781.
  20. Koo, D. M., Kim, J., & Kim, T. (2022). Guest editorial: Digital transformation and consumer experience. Internet Research, 32(3), 967-970. https://doi.org/10.1108/INTR-04-2022-684
  21. Levav, J., & Zhu, R. (2009). Seeking freedom through variety. Journal of Consumer Research, 36(4), 600-610. https://doi.org/10.1086/599556
  22. Lombardi, W. J., Higgins, E. T., & Bargh, J. A. (1987). The role of consciousness in priming effects on categorization: Assimilation versus contrast as a function of awareness of the priming task. Personality and Social Psychology Bulletin, 13(3), 411-429. https://doi.org/10.1177/0146167287133009
  23. Lu, L., Neale, N., Line, N. D., & Bonn, M. (2022). Improving data quality using Amazon mechanical Turk through platform setup. Cornell Hospitality Quarterly, 63(2), 231-246. https://doi.org/10.1177/19389655211025475
  24. Malhotra, N. K. (1988). Self concept and product choice: An integrated perspective. Journal of Economic Psychology, 9(1), 1-28. https://doi.org/10.1016/0167-4870(88)90029-3
  25. Mandel, N., Rucker, D. D., Levav, J., & Galinsky, A. D. (2017). The compensatory consumer behavior model: How self-discrepancies drive consumer behavior. Journal of Consumer Psychology, 27(1), 133-146. https://doi.org/10.1016/j.jcps.2016.05.003
  26. Martin, L. L., Seta, J. J., & Crelia, R. A. (1990). Assimilation and contrast as a function of people's willingness and ability to expend effort in forming an impression. Journal of Personality and Social Psychology, 59(1), 27-37. https://doi.org/10.1037/0022-3514.59.1.27
  27. Moradi, M., & Keyvanpour, M. (2015). CAPTCHA and its Alternatives: A Review. Security and Communication Networks, 8(12), 2135-2156. https://doi.org/10.1002/sec.1157
  28. Proposed acquisition of Twitter by Elon Musk. (2022, October 5). In Wikipedia. https://en.wikipedia.org/wiki/Proposed_acquisition_of_Twitter_by_Elon_Musk
  29. Radic, A., Quan, W., Ariza-Montes, A., Lee, J. S., & Han, H. (2022). You can't hold the tide with a broom: Cryptocurrency payments and tourism in South Korea and China. Tourism Management Perspectives, 43, 101000.
  30. Rucker, D. D., & Galinsky, A. D. (2008). Desire to acquire: Powerlessness and compensatory consumption. Journal of Consumer Research, 35(2), 257-267. https://doi.org/10.1086/588569
  31. Saini, B. S., & Bala, A. (2013). A review of bot protection using CAPTCHA for web security. IOSR Journal of Computer Engineering, 8(6), 36-42. https://doi.org/10.9790/0661-0863642
  32. Schlenker, Barry R. (1980). Impression management: The self-concept, social identity, and interpersonal relations. Monterey, CA: Brooks/Cole.
  33. Singh, V. P., & Pal, P. (2014). Survey of different types of CAPTCHA. International Journal of Computer Science and Information Technologies, 5(2), 2242-2245.
  34. Sirgy, M. J. (1982). Self-concept in consumer behavior: A critical review. Journal of Consumer Research, 9(3), 287-300. https://doi.org/10.1086/208924
  35. Sirgy, M. J., & Su, C. (2000). Destination image, self-congruity, and travel behavior: Toward an integrative model. Journal of Travel Research, 38(4), 340-352. https://doi.org/10.1177/004728750003800402
  36. Srull, T. K., & Wyer, R. S. (1980). Category accessibility and social perception: Some implications for the study of person memory and interpersonal judgments. Journal of Personality and Social Psychology, 38(6), 841-856. https://doi.org/10.1037//0022-3514.38.6.841
  37. Swann, William B., Jr. (1990). To be adored or to be known? The interplay of self-enhancement and self-verification. In E. Tory Higgins & Richard M. Sorrentino (Eds.) Handbook of motivation and cognition: Foundations of social behavior (pp. 408-448). New York: Guildford.
  38. Wyer Jr, R. S. (2008). The role of knowledge accessibility in cognition and behavior: Implications for consumer information processing. In C. P. Haugtvedt, P. M. Herr, & F. R. Kardes (Eds.), Handbook of Consumer Psychology (pp. 31-76). Psychology Press.