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Erschienen in: Information Systems Frontiers 4/2018

07.10.2015

MobileCDP: A mobile framework for the consumer decision process

verfasst von: Suleyman Ozarslan, P. Erhan Eren

Erschienen in: Information Systems Frontiers | Ausgabe 4/2018

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Abstract

The consumer decision process is a widely accepted model covering consumer activities, and accordingly contains five interrelated stages: problem recognition, information search, evaluation of alternatives, purchase, and post-purchase evaluation. In order to help consumers deal with challenges associated with all these stages, mobile information systems bring significant capabilities, as in other application domains. However, related prior research is mostly restricted to the individual stages of the process. Since the stages are interrelated, and the data collected in one are also valuable for another, we propose a mobile framework designed to provide assistance in all stages of the Consumer Decision Process, named MobileCDP. A prototype is also implemented and evaluated to show the applicability of the framework. Experiments show that the functions provided by the prototype are useful, well integrated, and easy to use. Moreover, statistical analysis of the results proves that the prototype reduces time, costs, and cognitive effort of the user.

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Literatur
Zurück zum Zitat Adomavicius, G., Manouselis, N., & Kwon, Y. (2011). Multi-criteria recommender systems. In Recommender systems handbook (pp. 769–803): Springer. Adomavicius, G., Manouselis, N., & Kwon, Y. (2011). Multi-criteria recommender systems. In Recommender systems handbook (pp. 769–803): Springer.
Zurück zum Zitat Alba, J. W., & Hutchinson, J. W. (1991). Memory and decision making. Handbook of consumer behavior, 1–49. Alba, J. W., & Hutchinson, J. W. (1991). Memory and decision making. Handbook of consumer behavior, 1–49.
Zurück zum Zitat Assael, H. (1992). Consumer behavior and marketing action. Boston: PWS-KENT. Assael, H. (1992). Consumer behavior and marketing action. Boston: PWS-KENT.
Zurück zum Zitat Bangor, A., Kortum, P., & Miller, J. (2009). Determining what individual SUS scores mean: adding an adjective rating scale. Journal of Usability Studies, 4(3), 114–123. Bangor, A., Kortum, P., & Miller, J. (2009). Determining what individual SUS scores mean: adding an adjective rating scale. Journal of Usability Studies, 4(3), 114–123.
Zurück zum Zitat Bettman, J. R., Johnson, E. J., & Payne, J. W. (1991). Consumer decision making. In T. S. Robertson & H. H. Kassarjian (Eds.), Handbook of consumer behavior (pp. 50–84). Englewood Cliffs: Prentice-Hall. Bettman, J. R., Johnson, E. J., & Payne, J. W. (1991). Consumer decision making. In T. S. Robertson & H. H. Kassarjian (Eds.), Handbook of consumer behavior (pp. 50–84). Englewood Cliffs: Prentice-Hall.
Zurück zum Zitat Bhattacharya, S., Floreen, P., Forsblom, A., Hemminki, S., Myllymaki, P., Nurmi, P., et al. (2012). Ma$$iv€ - An Intelligent Mobile Grocery Assistant. In Intelligent Environments (IE), 2012 8th International Conference on, 26–29 June 2012 (pp. 165–172). doi:10.1109/IE.2012.21. Bhattacharya, S., Floreen, P., Forsblom, A., Hemminki, S., Myllymaki, P., Nurmi, P., et al. (2012). Ma$$iv€ - An Intelligent Mobile Grocery Assistant. In Intelligent Environments (IE), 2012 8th International Conference on, 26–29 June 2012 (pp. 165–172). doi:10.​1109/​IE.​2012.​21.
Zurück zum Zitat Block, L. G., & Morwitz, V. G. (1999). Shopping lists as an external memory aid for grocery shopping: influences on list writing and list fulfillment. Journal of Consumer Psychology, 8(4), 343–375. doi:10.1207/s15327663jcp0804_01.CrossRef Block, L. G., & Morwitz, V. G. (1999). Shopping lists as an external memory aid for grocery shopping: influences on list writing and list fulfillment. Journal of Consumer Psychology, 8(4), 343–375. doi:10.​1207/​s15327663jcp0804​_​01.CrossRef
Zurück zum Zitat Brooke, J. (1996). SUS-A quick and dirty usability scale. In P. W. Jordan, B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usability evaluation in industry (pp. 189–194). London: Taylor & Francis. Brooke, J. (1996). SUS-A quick and dirty usability scale. In P. W. Jordan, B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usability evaluation in industry (pp. 189–194). London: Taylor & Francis.
Zurück zum Zitat Chen, Y.-C., Shang, R.-A., & Kao, C.-Y. (2009). The effects of information overload on consumers’ subjective state towards buying decision in the internet shopping environment. Electronic Commerce Research and Applications, 8(1), 48–58. doi:10.1016/j.elerap.2008.09.001.CrossRef Chen, Y.-C., Shang, R.-A., & Kao, C.-Y. (2009). The effects of information overload on consumers’ subjective state towards buying decision in the internet shopping environment. Electronic Commerce Research and Applications, 8(1), 48–58. doi:10.​1016/​j.​elerap.​2008.​09.​001.CrossRef
Zurück zum Zitat Deng, L., & Cox, L. (2009). LiveCompare: grocery bargain hunting through participatory sensing. In HotMobile ‵09: Proceedings of the 10th workshop on Mobile Computing Systems and Applications, Santa Cruz, California, (pp. 1–6): ACM. Deng, L., & Cox, L. (2009). LiveCompare: grocery bargain hunting through participatory sensing. In HotMobile ‵09: Proceedings of the 10th workshop on Mobile Computing Systems and Applications, Santa Cruz, California, (pp. 1–6): ACM.
Zurück zum Zitat Dey, A., & Abowd, G. (2000). CybreMinder: A Context-Aware System for Supporting Reminders. In P. Thomas, & H.-W. Gellersen (Eds.), Handheld and Ubiquitous Computing (Vol. 1927, pp. 172–186, Lecture Notes in Computer Science): Springer Berlin Heidelberg. Dey, A., & Abowd, G. (2000). CybreMinder: A Context-Aware System for Supporting Reminders. In P. Thomas, & H.-W. Gellersen (Eds.), Handheld and Ubiquitous Computing (Vol. 1927, pp. 172–186, Lecture Notes in Computer Science): Springer Berlin Heidelberg.
Zurück zum Zitat Dibb, S. (2006). Marketing: Concepts and Strategies: Houghton Mifflin College Division. Dibb, S. (2006). Marketing: Concepts and Strategies: Houghton Mifflin College Division.
Zurück zum Zitat Dibb, S., Simkin, L., Pride, W. M., & Ferrell, O. C. (2005). Marketing: Concepts and Strategies (5th ed.). Abingdon: Houghton Mifflin. Dibb, S., Simkin, L., Pride, W. M., & Ferrell, O. C. (2005). Marketing: Concepts and Strategies (5th ed.). Abingdon: Houghton Mifflin.
Zurück zum Zitat Engel, J. F., Kollat, D. T., & Blackwell, R. D. (1968). Consumer Behavior. New York: Holt, Rinehart & Winston. Engel, J. F., Kollat, D. T., & Blackwell, R. D. (1968). Consumer Behavior. New York: Holt, Rinehart & Winston.
Zurück zum Zitat Engel, J. F., Blackwell, R. D., & Miniard, P. W. (1995). Consumer Behavior. New York: The Dryden Press. Engel, J. F., Blackwell, R. D., & Miniard, P. W. (1995). Consumer Behavior. New York: The Dryden Press.
Zurück zum Zitat Faulkner, L. (2003). Beyond the five-user assumption: Benefits of increased sample sizes in usability testing. Behavior Research Methods, Instruments, & Computers, 35(3), 379–383. doi:10.3758/BF03195514.CrossRef Faulkner, L. (2003). Beyond the five-user assumption: Benefits of increased sample sizes in usability testing. Behavior Research Methods, Instruments, & Computers, 35(3), 379–383. doi:10.​3758/​BF03195514.CrossRef
Zurück zum Zitat Gebauer, J., & Shaw, M. J. (2004). Success factors and impacts of mobile business applications: results from a mobile e-procurement study. International Journal of Electronic Commerce, 8(3), 19–41. Gebauer, J., & Shaw, M. J. (2004). Success factors and impacts of mobile business applications: results from a mobile e-procurement study. International Journal of Electronic Commerce, 8(3), 19–41.
Zurück zum Zitat Hauser, J. R., & Wernerfelt, B. (1990). An evaluation cost model of consideration sets. Journal of consumer Research, 393–408, doi:10.1086/209225. Hauser, J. R., & Wernerfelt, B. (1990). An evaluation cost model of consideration sets. Journal of consumer Research, 393–408, doi:10.​1086/​209225.
Zurück zum Zitat Hawkins, D., Mothersbaugh, D., & Best, R. (2012). Consumer behavior: Building marketing strategy. Boston: McGraw-Hill/Irwin. Hawkins, D., Mothersbaugh, D., & Best, R. (2012). Consumer behavior: Building marketing strategy. Boston: McGraw-Hill/Irwin.
Zurück zum Zitat Hepp, M. (2008). GoodRelations: An Ontology for Describing Products and Services Offers on the Web. In A. Gangemi, & J. Euzenat (Eds.), Knowledge Engineering: Practice and Patterns (Vol. 5268, pp. 329–346, Lecture Notes in Computer Science): Springer Berlin Heidelberg. Hepp, M. (2008). GoodRelations: An Ontology for Describing Products and Services Offers on the Web. In A. Gangemi, & J. Euzenat (Eds.), Knowledge Engineering: Practice and Patterns (Vol. 5268, pp. 329–346, Lecture Notes in Computer Science): Springer Berlin Heidelberg.
Zurück zum Zitat Howard, J. A., & Sheth, J. N. (1969). The theory of buyer behavior. New York: Wiley. Howard, J. A., & Sheth, J. N. (1969). The theory of buyer behavior. New York: Wiley.
Zurück zum Zitat ISO, W. (1998). Ergonomic requirements for office work with visual display terminals (VDTs). The international organization for standardization, (pp. 9241–11). ISO, W. (1998). Ergonomic requirements for office work with visual display terminals (VDTs). The international organization for standardization, (pp. 9241–11).
Zurück zum Zitat Jacoby, J., Speller, D. E., & Kohn, C. A. (1974). Brand choice behavior as a function of information load. Journal of Marketing Research, 63–69, doi:10.2307/3150994. Jacoby, J., Speller, D. E., & Kohn, C. A. (1974). Brand choice behavior as a function of information load. Journal of Marketing Research, 63–69, doi:10.​2307/​3150994.
Zurück zum Zitat Jarvis, L. P., & Wilcox, J. B. (1973). Evoked set size: some theoretical foundations and empirical evidence. In Combined Proceedings of the Fall Conference of the American Marketing Association (Vol. 35, pp. 236–240): American Marketing Association. Jarvis, L. P., & Wilcox, J. B. (1973). Evoked set size: some theoretical foundations and empirical evidence. In Combined Proceedings of the Fall Conference of the American Marketing Association (Vol. 35, pp. 236–240): American Marketing Association.
Zurück zum Zitat Katz, P., Lunze, T., Feldmann, M., Röhrborn, D., & Schill, A. (2011). System Architecture for Handling the Information Overload in Enterprise Information Aggregation Systems. In W. Abramowicz (Ed.), Business Information Systems (Vol. 87, pp. 148–159, Lecture Notes in Business Information Processing): Springer Berlin Heidelberg. Katz, P., Lunze, T., Feldmann, M., Röhrborn, D., & Schill, A. (2011). System Architecture for Handling the Information Overload in Enterprise Information Aggregation Systems. In W. Abramowicz (Ed.), Business Information Systems (Vol. 87, pp. 148–159, Lecture Notes in Business Information Processing): Springer Berlin Heidelberg.
Zurück zum Zitat Kotler, P. (1991). Marketing management : analysis, planning, implementation, and control. London Prentice-Hall International. Kotler, P. (1991). Marketing management : analysis, planning, implementation, and control. London Prentice-Hall International.
Zurück zum Zitat Kotler, P. (2000). Marketing Management: The Millennium Edition. Upper Saddle River: Pearson Custom Pub. Kotler, P. (2000). Marketing Management: The Millennium Edition. Upper Saddle River: Pearson Custom Pub.
Zurück zum Zitat Kumra, R. (2010). Consumer Behaviour. Mumbai: Himalaya Publishing House. Kumra, R. (2010). Consumer Behaviour. Mumbai: Himalaya Publishing House.
Zurück zum Zitat Lawrence, R. D., Almasi, G. S., Kotlyar, V., Viveros, M. S., & Duri, S. S. (2001). Personalization of supermarket product recommendations. Data Mining and Knowledge Discovery, 5(1–2), 11–32. doi:10.1023/A:1009835726774.CrossRef Lawrence, R. D., Almasi, G. S., Kotlyar, V., Viveros, M. S., & Duri, S. S. (2001). Personalization of supermarket product recommendations. Data Mining and Knowledge Discovery, 5(1–2), 11–32. doi:10.​1023/​A:​1009835726774.CrossRef
Zurück zum Zitat Lee, B. K., & Lee, W. N. (2004). The effect of information overload on consumer choice quality in an online environment. Psychology and Marketing, 21(3), 159–183. doi:10.1002/mar.20000.CrossRef Lee, B. K., & Lee, W. N. (2004). The effect of information overload on consumer choice quality in an online environment. Psychology and Marketing, 21(3), 159–183. doi:10.​1002/​mar.​20000.CrossRef
Zurück zum Zitat Lindquist, J. D., & Sirgy, M. J. (2009). Shopper, buyer, and consumer behavior: Theory, marketing applications and public policy implications. Florence: Cengage Learning. Lindquist, J. D., & Sirgy, M. J. (2009). Shopper, buyer, and consumer behavior: Theory, marketing applications and public policy implications. Florence: Cengage Learning.
Zurück zum Zitat Newcomb, E., Pashley, T., & Stasko, J. Mobile computing in the retail arena. In Proceedings of the SIGCHI conference on Human factors in computing systems, 2003 (pp. 337–344): ACM. Newcomb, E., Pashley, T., & Stasko, J. Mobile computing in the retail arena. In Proceedings of the SIGCHI conference on Human factors in computing systems, 2003 (pp. 337–344): ACM.
Zurück zum Zitat Nicosia, F. M. (1966). Consumer decision process: Marketing and advertising implications (pp. 13–28). Englewood Cliffs: Prentice Hall. Nicosia, F. M. (1966). Consumer decision process: Marketing and advertising implications (pp. 13–28). Englewood Cliffs: Prentice Hall.
Zurück zum Zitat Nielsen, J., & Landauer, T. K. (1993). A mathematical model of the finding of usability problems. In Proceedings of the INTERACT’93 and CHI’93 conference on Human factors in computing systems, (pp. 206–213): ACM. Nielsen, J., & Landauer, T. K. (1993). A mathematical model of the finding of usability problems. In Proceedings of the INTERACT’93 and CHI’93 conference on Human factors in computing systems, (pp. 206–213): ACM.
Zurück zum Zitat Nurmi, P., Salovaara, A., Forsblom, A., Bohnert, F., & Floréen, P. (2014). PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists. ACM Transactions on Interactive Intelligent Systems (TiiS), 4(1), 1, doi:dx.doi.org/10.1145/2584249. Nurmi, P., Salovaara, A., Forsblom, A., Bohnert, F., & Floréen, P. (2014). PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists. ACM Transactions on Interactive Intelligent Systems (TiiS), 4(1), 1, doi:dx.doi.org/10.​1145/​2584249.
Zurück zum Zitat O’Reilly, C. A. (1980). Individuals and information overload in organizations: is more necessarily better? Academy of Management Journal, 23(4), 684–696. doi:10.2307/255556.CrossRef O’Reilly, C. A. (1980). Individuals and information overload in organizations: is more necessarily better? Academy of Management Journal, 23(4), 684–696. doi:10.​2307/​255556.CrossRef
Zurück zum Zitat Ozarslan, S., & Eren, P. E. (2014). Text recognition and correction for automated data collection by mobile devices. In IS&T/SPIE Electronic Imaging, (pp. 902706-902706-902706): International Society for Optics and Photonics. Ozarslan, S., & Eren, P. E. (2014). Text recognition and correction for automated data collection by mobile devices. In IS&T/SPIE Electronic Imaging, (pp. 902706-902706-902706): International Society for Optics and Photonics.
Zurück zum Zitat Pereira, R. E. (2001). Influence of query-based decision aids on consumer decision making in electronic commerce. Information Resources Management Journal (IRMJ), 14(1), 31–48. doi:10.4018/irmj.2001010104.CrossRef Pereira, R. E. (2001). Influence of query-based decision aids on consumer decision making in electronic commerce. Information Resources Management Journal (IRMJ), 14(1), 31–48. doi:10.​4018/​irmj.​2001010104.CrossRef
Zurück zum Zitat Sauro, J. (2011). A practical guide to the system usability scale: Background, benchmarks & best practices: Measuring Usability LLC. Sauro, J. (2011). A practical guide to the system usability scale: Background, benchmarks & best practices: Measuring Usability LLC.
Zurück zum Zitat Sehgal, S., Kanhere, S. S., & Chou, C. T. (2008). MobiShop: Using Mobile Phones for Sharing Consumer Pricing Information. In Intl. Conference on Distributed Computing in Sensor Systems, Santorini, Greece. Sehgal, S., Kanhere, S. S., & Chou, C. T. (2008). MobiShop: Using Mobile Phones for Sharing Consumer Pricing Information. In Intl. Conference on Distributed Computing in Sensor Systems, Santorini, Greece.
Zurück zum Zitat Shekar, S., Nair, P., & Helal, A. (2003). iGrocer: a ubiquitous and pervasive smart grocery shopping system. In Proceedings of the 2003 ACM symposium on Applied computing, Melbourne, Florida, (pp. 645–652). 952658: ACM. doi:10.1145/952532.952658. Shekar, S., Nair, P., & Helal, A. (2003). iGrocer: a ubiquitous and pervasive smart grocery shopping system. In Proceedings of the 2003 ACM symposium on Applied computing, Melbourne, Florida, (pp. 645–652). 952658: ACM. doi:10.​1145/​952532.​952658.
Zurück zum Zitat Tullis, T. S., & Stetson, J. N. (2004). A comparison of questionnaires for assessing website usability. In Usability Professional Association Conference, Minneapolis, MN, June 7–11, 2004 (pp. 1–12). Tullis, T. S., & Stetson, J. N. (2004). A comparison of questionnaires for assessing website usability. In Usability Professional Association Conference, Minneapolis, MN, June 7–11, 2004 (pp. 1–12).
Zurück zum Zitat von Reischach, F., & Michahelles, F. (2008). Apriori: A ubiquitous product rating system. In Workshop on Pervasive Mobile Interaction Devices (PERMID) at Pervasive 2008. von Reischach, F., & Michahelles, F. (2008). Apriori: A ubiquitous product rating system. In Workshop on Pervasive Mobile Interaction Devices (PERMID) at Pervasive 2008.
Zurück zum Zitat Vrechopoulos, A., Constantiou, I., Sideris, I., Doukidis, G., & Mylonopoulos, N. (2003). The critical role of consumer behaviour research in mobile commerce. International Journal of Mobile Communications, 1(3), 239–340.CrossRef Vrechopoulos, A., Constantiou, I., Sideris, I., Doukidis, G., & Mylonopoulos, N. (2003). The critical role of consumer behaviour research in mobile commerce. International Journal of Mobile Communications, 1(3), 239–340.CrossRef
Zurück zum Zitat Wang, W.-T., & Chang, W.-H. (2014). A study of virtual product consumption from the expectancy disconfirmation and symbolic consumption perspectives. Information Systems Frontiers, 16(5), 887–908. doi:10.1007/s10796-012-9389-2.CrossRef Wang, W.-T., & Chang, W.-H. (2014). A study of virtual product consumption from the expectancy disconfirmation and symbolic consumption perspectives. Information Systems Frontiers, 16(5), 887–908. doi:10.​1007/​s10796-012-9389-2.CrossRef
Zurück zum Zitat Yoon, V. Y., Hostler, R. E., Guo, Z., & Guimaraes, T. (2013). Assessing the moderating effect of consumer product knowledge and online shopping experience on using recommendation agents for customer loyalty. Decision Support Systems, 55(4), 883–893. doi:10.1016/j.dss.2012.12.024.CrossRef Yoon, V. Y., Hostler, R. E., Guo, Z., & Guimaraes, T. (2013). Assessing the moderating effect of consumer product knowledge and online shopping experience on using recommendation agents for customer loyalty. Decision Support Systems, 55(4), 883–893. doi:10.​1016/​j.​dss.​2012.​12.​024.CrossRef
Zurück zum Zitat Zhang, K. Z. K., Zhao, S. J., Cheung, C. M. K., & Lee, M. K. O. (2014). Examining the influence of online reviews on consumers’ decision-making: a heuristic–systematic model. Decision Support Systems, 67, 78–89. doi:10.1016/j.dss.2014.08.005.CrossRef Zhang, K. Z. K., Zhao, S. J., Cheung, C. M. K., & Lee, M. K. O. (2014). Examining the influence of online reviews on consumers’ decision-making: a heuristic–systematic model. Decision Support Systems, 67, 78–89. doi:10.​1016/​j.​dss.​2014.​08.​005.CrossRef
Metadaten
Titel
MobileCDP: A mobile framework for the consumer decision process
verfasst von
Suleyman Ozarslan
P. Erhan Eren
Publikationsdatum
07.10.2015
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 4/2018
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-015-9601-2

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