Smartphone applications (apps) are becoming increasingly popular all over the world, particularly in the Chinese Generation Y population; however, surprisingly, only a small number of studies on app factors valued by this important group have been conducted. Because the competition among app developers is increasing, app factors that attract users’ attention are worth studying for sales promotion. This paper examines these factors through two separate studies. In the first study, i.e., Experiment 1, which consists of a survey, perceptual rating and verbal protocol methods are employed, and 90 randomly selected app websites are rated by 169 experienced smartphone users according to app attraction. Twelve of the most rated apps (six highest rated and six lowest rated) are selected for further investigation, and 11 influential factors that Generation Y members value are listed. A second study, i.e., Experiment 2, is conducted using the most and least rated app websites from Experiment 1, and eye tracking and verbal protocol methods are used. The eye movements of 45 participants are tracked while browsing these websites, providing evidence about what attracts these users’ attention and the order in which the app components are viewed. The results of these two studies suggest that Chinese Generation Y is a content-centric group when they browse the smartphone app marketplace. Icon, screenshot, price, rating, and name are the dominant and indispensable factors that influence purchase intentions, among which icon and screenshot should be meticulously designed. Price is another key factor that drives Chinese Generation Y’s attention. The recommended apps are the least dominant element. Design suggestions for app websites are also proposed. This research has important implications.
Choi J H, Lee H J. Facets of simplicity for the smartphone interface: a structural model. International Journal of Human-Computer Studies, 2012, 70(2): 129–142 https://doi.org/10.1016/j.ijhcs.2011.09.002
2
Cusumano M A. Platforms and services: understanding the resurgence of Apple. Communications of the ACM, 2010, 53(10) : 22–24 https://doi.org/10.1145/1831407.1831418
3
Hsieh J K, Hsieh Y C. Appealing to Internet-based freelance developers in smartphone app marketplaces. International Journal of Information Management, 2013, 33(2): 308–317 https://doi.org/10.1016/j.ijinfomgt.2012.11.010
4
Pitt L F, Parent M, Junglas I, Chan A, Spyropoulou S. Integrating the smartphone into a sound environmental information systems strategy: principles, practices and a research agenda. Journal of Strategic Information Systems, 2011, 20(1): 27–37 https://doi.org/10.1016/j.jsis.2010.09.005
5
Pagani M, Fine C H. Value network dynamics in 3G–4G wireless communications: a systems thinking approach to strategic value assessment. Journal of Business Research, 2008, 61(11): 1102–1112 https://doi.org/10.1016/j.jbusres.2007.11.004
6
Peppard J, Rylander A. From value chain to value network: insights for mobile operators. European Management Journal, 2006, 24(2–3): 128–141 https://doi.org/10.1016/j.emj.2006.03.003
7
Braga C A P. E-commerce regulation: new game, new rules? The Quarterly Review of Economics and Finance, 2005, 45(2–3): 541–558 https://doi.org/10.1016/j.qref.2004.12.019
Lu Q H, Liu N. Pricing games of mixed conventional and e-commerce distribution channels. Computers & Industrial Engineering, 2013, 64(1): 122–132 https://doi.org/10.1016/j.cie.2012.09.018
11
Chevalier M. Increase in sales due to in-store display. Journal of Marketing Research, 1975, 12(4): 426–431 https://doi.org/10.2307/3151091
12
Nordfält J. Improving the attention-capturing ability of special displays with the combination effect and the design effect. Journal of Retailing and Consumer Services, 2011, 18(3): 169–173 https://doi.org/10.1016/j.jretconser.2010.09.005
13
Doong H S, Wang H C, Foxall G R. An investigation of consumers’ webstore shopping: a view of click-and-mortar company. International Journal of Information Management, 2011, 31(3): 210–216 https://doi.org/10.1016/j.ijinfomgt.2010.06.006
14
Allender W J, Richards T J. Brand loyalty and price promotion strategies: an empirical analysis. Journal of Retailing, 2012, 88(3): 323–342 https://doi.org/10.1016/j.jretai.2012.01.001
15
Cebi S. A quality evaluation model for the design quality of online shopping websites. Electronic Commerce Research and Applications, 2013, 12(2): 124–135 https://doi.org/10.1016/j.elerap.2012.12.001
16
Hong I B, Cho H. The impact of consumer trust on attitudinal loyalty and purchase intention in B2C e-marketplaces: intermediary trust vs. seller trust. International Journal of Information Management, 2011, 31(5): 469–479 https://doi.org/10.1016/j.ijinfomgt.2011.02.001
17
Liu C T, Guo Y M, Lee C H. The effects of relationship quality and switching barriers on customer loyalty. International Journal of Information Management, 2011, 31(1): 71–79 https://doi.org/10.1016/j.ijinfomgt.2010.05.008
18
Moon J, Chadee D, Tikoo S. Culture, product type, and price influences on consumer purchase intention to buy personalized products online. Journal of Business Research, 2008, 61(1): 31–39 https://doi.org/10.1016/j.jbusres.2006.05.012
19
Kuo Y F, Wu C M. Satisfaction and post-purchase intentions with service recovery of online shopping websites: perspectives on perceived justice and emotions. International Journal of Information Management, 2012, 32(2): 127–138 https://doi.org/10.1016/j.ijinfomgt.2011.09.001
20
Song J, Baker J, Lee S, Wetherbe J C. Examining online consumers’ behavior: a service-oriented view. International Journal of Information Management, 2012, 31(3): 221–231 https://doi.org/10.1016/j.ijinfomgt.2011.11.002
21
Udo G J, Bagchi K K, Kirs P J. An assessment of customers’ e-service quality perception, satisfaction and Intention. International Journal of Information Management, 2010, 30(6): 481–492 https://doi.org/10.1016/j.ijinfomgt.2010.03.005
22
Kim H W, Chan H C, Gupta S. Value-based adoption of mobile Internet: an empirical investigation. Decision Support Systems, 2007, 43(1): 111–126 https://doi.org/10.1016/j.dss.2005.05.009
23
Wang Y S, Yeh C H, Liao Y W. What drives purchase intention in the context of online content services? The moderating role of ethical self-efficacy for online piracy. International Journal of Information Management, 2013, 33(1): 199–208 https://doi.org/10.1016/j.ijinfomgt.2012.09.004
24
Éthier J, Hadaya P, Talbot J, Cadieux J. B2C website quality and emotions during online shopping episodes: an empirical study. Information & Management, 2006, 43(5): 627–639 https://doi.org/10.1016/j.im.2006.03.004
25
Cao M, Zhang Q Y, Seydel J. B2C e-commerce website quality: an empirical examination. Industrial Management and Data Systems, 2005, 105(5): 645–661 https://doi.org/10.1108/02635570510600000
26
Liu C, Arnett K P. Exploring the factors associated with website success in the context of electronic commerce. Information and Management, 2000, 38(1): 23–33 https://doi.org/10.1016/S0378-7206(00)00049-5
Lin J C C, Lu H. Towards an understanding of the behavioural intention to use a Web site. International Journal of Information Management, 2000, 20(3): 197–208 https://doi.org/10.1016/S0268-4012(00)00005-0
29
Cai S H, Jun M. Internet users’ perceptions of online service quality: a comparison of online buyers and information searchers. Managing Service Quality: An International Journal, 2003, 13(6): 504–519 https://doi.org/10.1108/09604520310506568
30
Cox J, Dale B G. Key quality factors in website design and use: an examination. International Journal of Quality and Reliability Management, 2002, 19(7): 862–888 https://doi.org/10.1108/02656710210434784
31
Santos J. E-service quality: a model of virtual service quality dimensions. Managing Service Quality: An International Journal, 2003, 13(3): 233–246 https://doi.org/10.1108/09604520310476490
Rose G, Khoo H, Straub D W. Current technological impediments to business-to-consumer electronic commerce. Communication of the AIS, 1999, 1(16): 1–74
38
Robins D, Holmes J. Aesthetics and credibility in website design. Information Processing & Management, 2008, 44(1): 386–399 https://doi.org/10.1016/j.ipm.2007.02.003
39
Lindgaard G, Fernandes G, Dudek C, Brown J. Attention web designers: you have 50 milliseconds to make a good first impression! Behaviour & Information Technology, 2006, 25(2): 115–126 https://doi.org/10.1080/01449290500330448
Wathen C N, Burkell J. Believe it or not: factors influencing credibility on the Web. Journal of the American Society for Information Science and Technology, 2002, 53(2): 134–144 https://doi.org/10.1002/asi.10016
42
Norman D A. Emotional Design: Why We Love (or Hate) Everyday Things. New York: Basic Books, 2004
43
Lee S, Koubek R J. The effects of usability and Web design attributes on user preference for e-commerce websites. Computers in Industry, 2010, 62(4): 329–341 https://doi.org/10.1016/j.compind.2009.12.004
44
Wulf K D, Schillewaert N, Muylle S, Rangarajan D. The role of pleasure in website success. Information & Management, 2006, 43(4): 434–446 https://doi.org/10.1016/j.im.2005.10.005
45
Costa-Montenegro E, Barragáns-Martinez A B, Rey-López M. Which App? A recommender system of apps in markets: implementation of the service for monitoring users’ interaction. Expert Systems with Apps, 2012, 39(10): 9367–9375 https://doi.org/10.1016/j.eswa.2012.02.131
46
de Kock E, van Biljon J, Pretorius M. Usability evaluation methods: mind the gaps. In: Proceedings of the 2009 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists. 2009, 122–131 https://doi.org/10.1145/1632149.1632166
47
Manhartsberger M, Zellhofer N. Eye tracking in usability research: what users really see. Usability Symposium, 2005, 198(2): 141–152
48
Ehmke C, Wilson S. Identifying Web usability problems from eyetracking data. In: Proceedings of the 21st British HCI Group Annual Conference on People and Computers. 2007, 119–128
49
Starker I, Bolt R A. A gaze-responsive self-disclosing display. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 1990, 1251–1254 https://doi.org/10.1145/97243.97245
50
Salvucci D D, Anderson J R. Intelligent gaze-added interfaces. In: Proceedings of the SIGHCI Conference on Human Factors in Computing Systems. 2000, 273–280 https://doi.org/10.1145/332040.332444
51
Qu L, Johnson W L. Detecting the learner’s motivational states in an interactive learning environment. In: Proceedings of the 2005 Conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology. 2005, 547–554
52
Schiessl M, Duda S, Thölke A, Fischer R. Eye tracking and its application in usability and media research. MMI-interaktiv Journal, 2003, 6: 1–10
53
DeCarlo D, Santella A. Stylization and abstraction of photographs. In: Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques. 2002, 769–776 https://doi.org/10.1145/566570.566650
54
Lynton N, Thogersen K. Reckoning with Chinese Gen Y. Bloomberg Businessweek, 2010, 441–457
55
Djamasbi S, Siegel M, Tullis T. Generation Y, Web design, and eye tracking. International Journal of Human-Computer Studies, 2010, 68(5): 307–323 https://doi.org/10.1016/j.ijhcs.2009.12.006
56
Djamasbi S, Tullis T, Siegel M, Capozzo D, Groezinger R, Ng F. Generation Y & Web design: usability testing through eye tracking. In: Proceedings of the 14th Americas Conference on Information Systems. 2008, 1–11
57
Tractinsky N. Aesthetics in information technology: motivation and future research directions. Human-Computer Interaction in Management Information Systems: Foundations, 2006, 6: 330–347
58
Maslow A H, Frager R, Cox R. Motivation and personality. New York: Harper & Row, 1970
59
Tractinsky N. Toward the study of aesthetics in information technology. In: Proceedings of the 25th International Conference on Information Systems. 2004, 771–780
60
Oh J, Fioritob S S, Cho H, Hofackerd C F. Effects of design factors on store image and expectation of merchandise quality in web-based stores. Journal of Retailing and Consumer Services, 2008, 15(4): 237–249 https://doi.org/10.1016/j.jretconser.2007.03.004
61
Tan G W, Wei K K. An empirical study of Web browsing behaviour: towards an effective website design. Electronic Commerce Research and Applications, 2006, 5(4): 261–271 https://doi.org/10.1016/j.elerap.2006.04.007
62
Sauro J, Lewis J R. Quantifying the User Experience: Practical Statistics for User Research. London: Elsevier, 2012
63
Djamasbi S, Tullis T, Hsu J, Mazuera E, Osberg K, Bosch J. Gender preferences in Web design: usability testing through eye tracking. In: Proceedings of the 13th Americas Conference on Information Systems. 2007, 1–8
64
Ntuen C A, Goings M, Reddin M, Holmes K. Comparison between 2-D & 3-D using an autostereoscopic display: the effects of viewing field and illumination on performance and visual fatigue. International Journal of Industrial Ergonomics, 2009, 39(2): 388–395 https://doi.org/10.1016/j.ergon.2008.07.001
Hillier M. The role of cultural context in multilingual website usability. Electronic Commerce Research and Applications, 2003, 2(1): 2–14 https://doi.org/10.1016/S1567-4223(03)00005-X
67
Chadwick-Dias A, Tedesco D, Tullis T. Demographic differences in preferred Web site content. In: Proceedings of the Usability Professionals’ Association Annual Conference. 2004, 1–8
68
Chapman P. Remembering what we’ve seen: predicting recollective experiences from eye movements when viewing everyday scenes. In: Underwood G, <Eds/>. Congitive Processes in Eye Guidance. Oxford: Oxford University Press, 2005 https://doi.org/10.1093/acprof:oso/9780198566816.003.0010
