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The Impact of Recommendation Sources on Online Purchase Intentions: The Moderating Effects of Gender and Perceived Risk
Abstract:This study examines the issue of recommendation sources from the perspectives of gender and consumers- perceived risk, and validates a model for the antecedents of consumer online purchases. The method of obtaining quantitative data was that of the instrument of a survey questionnaire. Data were collected via questionnaires from 396 undergraduate students aged 18-24, and a multiple regression analysis was conducted to identify causal relationships. Empirical findings established the link between recommendation sources (word-of-mouth, advertising, and recommendation systems) and the likelihood of making online purchases and demonstrated the role of gender and perceived risk as moderators in this context. The results showed that the effects of word-of-mouth on online purchase intentions were stronger than those of advertising and recommendation systems. In addition, female consumers have less experience with online purchases, so they may be more likely than males to refer to recommendations during the decision-making process. The findings of the study will help marketers to address the recommendation factor which influences consumers- intention to purchase and to improve firm performances to meet consumer needs.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1057291Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2521
 D. F. Cox, Risk handling in consumer behavior - An intensive study of two cases. In Cox DF, ed. Risk taking and information handling in consumer behavior. Boston, MA: Harvard University Press, 1967, pp. 34-81.
 J. G. Maxham III, "Service recovery-s influence on consumer satisfaction, positive word-of-mouth, and purchase intentions," J. Bus. Res., vol. 54, pp. 11-24, 2001.
 S. Senecal and J. Nantel, "The influence of online product recommendations on consumers- online choices," J. Retail., vol. 80, pp.159-169, 2004.
 S. H. Akhter, "Digital divide and purchase intention: why demographic psychology matters," J. Econ. Psy., vol. 24, pp. 321-327, 2003.
 S. Janda, "Does gender moderate the effect of online concerns on purchase likelihood?" J. Int. Com., vol. 7, pp. 339-358, 2008.
 P. Schumacher and J. Morahan-Martin, "Gender, Internet and computer attitudes and experiences," Comp. Hum. Beh., vol. 17, pp. 95-110, 2001.
 E. Garbarino and M. Strahilevitz, "Gender differences in the perceived risk of buying online and the effects of receiving a site recommendation," J. Bus. Res., vol. 57, pp. 768-775, 2004.
 C. Borgs, J. T. Chayes, N. Immorlica, K. Jain, O. Etesami and M. Mahdian "Dynamics of bid optimization in online advertisement auctions" in Proc. 16th Int. Conf. World Wide Web, Canada, 2007, pp. 531-540.
 H. K. Lundeen, L. C. Harmon and K. M. McKenna-Harmon, "Service recovery in commercial real estate management," J. Prop. Man., vol. 60, pp. 30-32, 1995.
 M. Godse, R. Sonar and A. Jadhav, "A hybrid approach for knowledge-based product recommendation," In Prasad SK, Routray S, Khurana R, Sahni S, eds. 3rd Int. Conf. on Information Systems Technology and Management (ICISTM 2009), India, 2009, pp. 268-279.
 L. A. Jackson, Y. Zhao, E. A. Witt and H. E. Fitzgerald, A. von Eye and R. Harold, "Self-concept, self-esteem, gender, race, and information technology use," CyberPsy. & Beh., vol.12, pp.437-440, 2009.
 Gartner Research, Gartner says PC industry will suffer sharpest unit decline in history in 2009, March, 2009.
 D. F. Duhan, S. D. Johnson, J. B. Wilcox and G. D. Harell, "Influences on consumer use of word-of-mouth recommendation sources," J. Acad. Mark. Sci., vol. 25, 283-295, 1997.
 K. W. King and J. E. Haefner, "An investigation of the external physician search process," J. Heal. Care Mark. vol. 8, pp. 4-13, 1988.
 J. Jacoby and L. Kaplan, "The components of perceived risk," In Venkatesan M, ed. Proceedings from third annual conference. Chicago, IL: Association for Consumer Research, pp. 382-339, 1972.
 G. A. Churchill Jr., "A paradigm for developing better measures of marketing constructs," J. Mark., vol.16, pp. 64-73, 1979.
 D. B. Whitlark, M. D. Geurts and M. J. Swenson, "New product forecasting with a purchase intention survey," The J. Bus. Fore. Meth. Sys. Sys., vol. 12, pp. 1-18, 1993.
 Y. Bart, V. Shankar, F. Sultan and G. Urban, "Are the drivers and role of online trust the same for all web sites and consumers? A large scale exploratory and empirical study," J. Mark., vol. 69, pp.133-152, 2005.
 D. Mayzlin, "Promotional chat on the Internet," Mark. Sci., vol. 25, pp. 155-164, 2006.
 I. Ajzen and M. Fishbein, Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice-Hall, 1980.
 M. Fishbein and I. Ajzen, Belief, attitude, intention, and behavior: an introduction to theory and research. Boston, Reading, MA: Addison-Wesley, 1975.
 I. Ajzen, From intentions to actions: a theory of planned behavior. In Kuhl J, Beckman J, eds. Action control: from cognition to behavior. Heidelberg, Germany: Springer, 1985, pp. 11-39.
 S. Turkle, The Second Self: Computers and the Human Spirit. New York, NY: Simon and Schuster, 1984.
 D. Gefen and D. W. Straub, " Gender differences in the perception and use of e-mail: an extension to the technology acceptance model," MIS Quar.,vol. 21, pp.289-400, 1997.