References
- Ajzen, I. 1991. The theory of planned behaviour. Organizational Behaviour and Human Decision Processes 50 (2):179–211. doi:10.1016/0749-5978(91)90020-T
- Akhlaq, A., and E. Ahmed. 2015. Digital commerce in emerging economies: factors associated with online shopping intentions in Pakistan. International Journal of Emerging Markets 10 (4):634–47. doi:10.1108/IJoEM-01-2014-0051
- Al-Qeisi, K., C. Dennis, E. Alamanos, and C. Jayawardhena. 2014. Website design quality and usage behavior: unified theory of acceptance and use of technology. Journal of Business Research 67 (11):2282–90. doi:10.1016/j.jbusres.2014.06.016
- Atzmüller, C., and P. M. Steiner. 2010. Experimental vignette studies in survey research. Methodology 6 (3):128–38. doi:10.1027/1614-2241/a000014
- Bart, Y., V. Shankar, F. Sultan, and G. L. Urban. 2005. Are the drivers and role of online trust the same for all web sites and consumers? A large-scale exploratory empirical study. Journal of Marketing 69 (4):133–52. doi:10.1509/jmkg.2005.69.4.133
- Bilgihan, A. 2016. Gen Y customer loyalty in online shopping: an integrated model of trust, user experience and branding. Computers in Human Behavior 61, 103–13. doi:10.1016/j.chb.2016.03.014
- Bilgihan, A., F. Okumus, K. Nusair, and M. Bujisic. 2014. Online experiences: flow theory, measuring online customer experience in e-commerce and managerial implications for the lodging industry. Information Technology & Tourism 14 (1):49–71. doi:10.1007/s40558-013-0003-3
- Bitner, M. J. 1992. Servicescapes: the impact of physical surroundings on customers and employees. Journal of Marketing 56 (2):57–71. doi:10.2307/1252042
- Bonnardel, N., A. Piolat, and L. Le Bigot. 2011. The impact of colour on website appeal and users’ cognitive processes. Displays 32 (2):69–80. doi:10.1016/j.displa.2010.12.002
- Buxbaum, O. 2016. Key insights into basic mechanisms of mental activity. Switzerland: Springer International Publishing.
- Cai, S., and Y. Xu. 2011. Designing not just for pleasure: effects of website aesthetics on consumer shopping value. International Journal of Electronic Commerce 15 (4):159–88. http://dx.doi.org/10.2753/JEC1086-4415150405. doi:10.2753/JEC1086-4415150405
- Casaló, L. V., C. Flavián, and M. Guinalíu. 2010. Generating trust and satisfaction in e-services: the impact of usability on consumer behavior. Journal of Relationship Marketing 9 (4):247–63. doi:10.1080/15332667.2010.522487
- Corbitt, B. J., T. Thanasankit, and H. Yi. 2003. Trust and e-commerce: a study of consumer perceptions. Electronic Commerce Research and Applications 2 (3):203–15. doi:10.1016/S1567-4223(03)00024-3
- Csikszentmihalyi, M. 1975. Beyond boredom and anxiety. San Francisco, CA: Jossey-Bass.
- Cyr, D., M. Head, and A. Ivanov. 2006. Design aesthetics leading to m-loyalty in mobile commerce. Information & Management 43 (8):950–63. doi:10.1016/j.im.2006.08.009
- Ding, X., P. J. Hu, R. Verma, and D. G. Wardell. 2010. The impact of service system design and flow experience on customer satisfaction in online financial services. Journal of Service Research 13 (1):96–110. doi:10.1177/1094670509350674
- Donovan, R. J., and J. R. Rossiter. 1982. Store atmosphere: an environmental psychology approach. Journal of Retailing 58 (1):34–57.
- Dunn, J. R., and M. E. Schweitzer. 2005. Feeling and believing: the influence of emotion on trust. Journal of Personality and Social Psychology 88 (5):736–48. doi:10.1037/0022-3514.88.5.736
- Effective Measure 2017. “E-commerce Industry Report South Africa.” (Accessed November 20, 2017. http://hello.effectivemeasure.com/za-ecommerce-2017.
- Eroglu, S. A., K. A. Machleit, and L. M. Davis. 2001. Atmospheric qualities of online retailing: a conceptual model and implications. Journal of Business Research 54 (2):177–84. doi:10.1016/S0148-2963(99)00087-9
- Esteban-Millat, I., F. J. Martínez-López, D. Luna, and I. Rodríguez-Ardura. 2014. The concept of flow in online consumer behavior. In Handbook of strategic e-business management. ed. F. J. Martínez-López, 371–402. New York, NY: Springer-Verlag Berlin Heidelberg.
- Euromonitor 2017. “Internet Retailing in South Africa.” Accessed November 21, 2017. http://www.euromonitor.com/internet-retailing-in-south-africa/report.
- Fastmoving 2017. “eCommerce Money Africa Confex 2017 – Fastmoving Review.” Accessed February 28, 2017. http://www.fastmoving.co.za/activities/ecommerce-money-africa-confex-2017-fastmoving-review-7710.
- Field, A. 2013. Discovering statistics using IBM SPSS statistics. 4th ed. Los Angeles, CA: Sage.
- Flavián, C., and M. Guinalíu. 2006. Consumer trust, perceived security and privacy policy: three basic elements of loyalty to a web site. Industrial Management & Data Systems 106 (5):601–20. doi:10.1108/02635570610666403
- Flavián, C., M. Guinalíu, and R. Gurrea. 2006. The role played by perceived usability, satisfaction and consumer trust on website loyalty. Information & Management 43 (1):1–14. doi:10.1016/j.im.2005.01.002
- Fornell, C., and D. F. Larcker. 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research 18 (1):39–50. doi:10.2307/3151312
- Ganesan, S. 1994. Determinants of long-term orientation in buyer-seller relationships. Journal of Marketing 58 (2):1–19. doi:10.2307/1252265
- Gao, L., and X. Bai. 2014. Online consumer behaviour and its relationship to website atmospheric induced flow: insights into online travel agencies in China. Journal of Retailing and Consumer Services 21 (4):653–65. doi:10.1016/j.jretconser.2014.01.001
- Gaskin, J. 2011. “Multi-group moderation in AMOS made easy.” Accessed January 27, 2014. https://www.youtube.com/watch?v=ZMYS90AU8bs.
- Gulati, R., and M. Sytch. 2008. Does familiarity breed trust? Revisiting the antecedents of trust. Managerial and Decision Economics 29 (2–3):165–90. https://doi.org/10.1002/mde.1396
- Ha, H., J. John, J. D. John, and Y. Chung. 2016. Temporal effects of information from social networks on online behavior: the role of cognitive and affective trust. Internet Research 26 (1):213–35. https://doi.org/10.1108/IntR-03-2014-0084.
- Hair, J. F., G. T. M. Hult, C. Ringle, and M. Sarstedt. 2014. A primer on partial least square structural equation modeling (PLS-SEM). Los Angeles, CA: Sage.
- Hair, J. F., W. C. Black, B. J. Babin, and R. E. Anderson. 2014. Multivariate data analysis. 7th ed. Harlow: Pearson.
- Harris, L. C., and M. H. Goode. 2010. Online servicescapes, trust, and purchase intentions. Journal of Services Marketing 24 (3):230–43. https://doi.org/10.1108/08876041011040631
- Hausman, A. V., and J. S. Siekpe. 2009. The effect of web interface features on consumer online purchase intentions. Journal of Business Research 62 (1):5–13. https://doi.org/10.1016/j.jbusres.2008.01.018
- Hayes, A. F. 2013. Introduction to mediation, moderation and conditional process analysis: a regression-based approach. New York: The Guilford Press.
- Hermelo, F. D., and R. Vassolo. 2012. How much does country matter in emerging economies? Evidence from Latin America. International Journal of Emerging Markets 7 (3):263–88. http://dx.doi.org/10.1108/17468801211237009.
- Hernández, B., J. Jiménez, and M. J. Martín. 2011. Age, gender and income: do they really moderate online shopping behaviour. Online Information Review 35 (1):113–33. doi:10.1108/14684521111113614
- Hong, B., and H. S. Cha. 2013. The mediating role of consumer trust in an online merchant in predicting purchase intention. International Journal of Information Management 33 (6):927–39. https://doi.org/10.1016/j.ijinfomgt.2013.08.007
- Hong, S., J. Y. L. Thong, and K. Y. Tam. 2006. Understanding continued information technology usage behavior: a comparison of three models in the context of mobile internet. Decision Support Systems 42 (3):1819–34. https://doi.org/10.1016/j.dss.2006.03.009
- Hopkins, C. D., S. J. Grove, M. A. Raymond, and M. C. LaForge. 2009. Designing the e-servicescape: implications for online retailers. Journal of Internet Commerce 8 (1–2):23–43. https://doi.org/10.1080/15332860903182487
- Hsu, C., K. Chang, N. Kuo, and Y. Cheng. 2017. The mediating effect of flow experience on social shopping behaviour. Information Development 33 (3):243–56. doi:10.1177/0266666916651918
- Islam, J., and Z. Rahman. 2017. The impact of online Brand community characteristics on customer engagement: an application of stimulus-organism-response paradigm. Telematics and Informatics 34 (4):96–109. https://doi.org/10.1016/j.tele.2017.01.004
- Jiang, Z., W. Wang, B. C. Tan, and J. Yu. 2016. The determinants and impacts of aesthetics in users’ first interaction with websites. Journal of Management Information Systems 33 (1):229–59. https://doi.org/10.1080/07421222.2016.117
- Kim, J., and S. J. Lennon. 2013. Effects of reputation and website quality on online consumers' emotion, perceived risk and purchase intention: based on the stimulus-organism-response model. Journal of Research in Interactive Marketing 7 (1):33–56. https://doi.org/10.1108/17505931311316734
- Kim, Y., and R. A. Peterson. 2017. A Meta-analysis of online trust relationships in e-commerce. Journal of Interactive Marketing 38, 44–54. https://doi.org/10.1016/j.intmar.2017.01.001
- Koo, D. M., and S. H. Ju. 2010. The interactional effects of atmospherics and perceptual curiosity on emotions and online shopping intention. Computers in Human Behavior 26 (3):377–88. https://doi.org/10.1016/j.chb.2009.11.009
- Kshetri, N. 2007. Barriers to e-commerce and competitive business models in developing countries: a case study. Electronic Commerce Research and Applications 6 (4):443–52. https://doi.org/10.1016/j.elerap.2007.02.004
- Langlois, J. H., L. Kalakanis, A. J. Rubenstein, A. Larson, M. Hallam, and M. Smoot. 2000. Maxims or myths of beauty? a Meta-analytic and theoretical review. Psychological Bulletin 126 (3):390–423. doi:10.1037//0033-2909.126.3.390
- Lian, J., and D. C. Yen. 2014. Online shopping drivers and barriers for older adults: age and gender differences. Computers in Human Behavior 37:133–43. https://doi.org/10.1016/j.chb.2014.04.028
- Lindgaard, G., C. Dudek, D. Sen, L. Sumegi, and P. Noonan. 2011. An exploration of relations between visual appeal, trustworthiness and perceived usability of homepages. ACM Transactions on Computer-Human Interaction (TOCHI) 18 (1):1–30. doi:10.1145/1959022.1959023
- Lleras, C. 2005. “Path analysis.” In Encyclopaedia of Social Measurement, Accessed February 7, 2015. https://www.sciencedirect.com/science/article/pii/B0123693985004837.
- Loureiro, S., and L. Ribeiro. 2011. The effect of atmosphere on emotions and online shopping intentions: age differentiation. In Australian and New Zealand Marketing Academy Conference, Perth, Australia.
- Lu, Y., and K. Rastrick. 2014. Impacts of website design on the adoption intention of mobile commerce: gender as a moderator. New Zealand Journal of Applied Business Research 12 (2):51–68.
- Lu, B., W. Fan, and M. Zhou. 2016. Social presence, trust, and social commerce purchase intention: an empirical research. Computers in Human Behavior 56, 225–37. https://doi.org/10.1016/j.chb.2015.11.057
- Lwin, M. O., J. Wirtz, and A. J. S. Stanaland. 2016. The privacy dyad: antecedents of promotion- and prevention-focused online privacy behaviors and themediating role of trust and privacy concern. Internet Research 26 (4):919–41. doi:10.1108/IntR-05-2014-0134.
- MarketLine 2016. “Online Retail in South Africa.” Accessed November 23, 2017. http://advantage.marketline.com.ez.sun.ac.za/Product?ptype=Industries&pid=MLIP2138-0043.
- MarketLine 2017. “Company Profile: Amazon.com Inc.” Accessed November 23, 2017. http://advantage.marketline.com.ez.sun.ac.za/Product?ptype=Companies&pid =2B52E1D8-E964-4D7F-8B1B-C48DBC97815F.
- Mehrabian, A., and J. A. Russell. 1974. An approach to environmental psychology. Cambridge, MA: MIT Press.
- Mosteller, J., N. Donthu, and S. Eroglu. 2014. The fluent online shopping experience. Journal of Business Research 67 (11):2486–93. https://doi.org/10.1016/j.jbusres.2014.03.009
- Narang, R., and P. Trivedi. 2016. Challenges and opportunities of e-tailing in emerging economies. In E-Retailing challenges and opportunities in the global marketplace, eds. S. Dixit, and A. K. Sinha, 50–71. Hershey, Pennsylvania: IGI Global. doi:10.4018/978-1-4666-9921-2.ch003
- Novak, T. P., D. L. Hoffman, and Y. Yung. 2000. Measuring the customer experience in online environments: a structural modeling approach. Marketing Science 19 (1):22–42. https://doi.org/10.1287/mksc.19.1.22.15184
- Ong, F. S., K. W. Khong, T. M. Faziharudean, and X. Dai. 2012. Path analysis of atmospherics and convenience on flow: the mediation effects of Brand affect and Brand trust. The International Review of Retail, Distribution and Consumer Research 22 (3):277–91. https://doi.org/10.1080/09593969.2012.682598
- Ozkara, B. Y., M. Ozmen, and J. W. Kim. 2017. Examining the effect of flow experience on online purchase: a novel approach to the flow theory based on hedonic and utilitarian value. Journal of Retailing and Consumer Services 37, 119–31. https://doi.org/10.1016/j.jretconser.2017.04.001
- Pascual-Miguel, F. J., A. F. Agudo-Peregrina, and J. Chaparro-Peláez. 2015. Influences of gender and product type on online purchasing. Journal of Business Research 68 (7):1550–56. https://doi.org/10.1016/j.jbusres.2015.01.050
- Pavlou, P. A., and M. Fygenson. 2006. Understanding and predicting electronic commerce adoption: an extension of the theory of planned behavior. MIS Quarterly 30 (1):115–43. doi:10.2307/25148720
- Pelet, J., S. Ettis, and K. Cowart. 2017. Optimal experience of flow enhanced by telepresence: evidence from social media use. Information & Management 54 (1):115–28. https://doi.org/10.1016/j.im.2016.05.001
- Ponte, E. B., E. Carvajal-Trujillo, and T. Escobar-Rodríguez. 2015. Influence of trust and perceived value on the intention to purchase travel online: integrating the effects of assurance on trust antecedents. Tourism Management 47, 286–302. https://doi.org/10.1016/j.tourman.2014.10.009
- Republic of South Africa 2013. Act No. 4 of 2013: Protection of Personal Information Act. Vol. 581 No. 37067. Cape Town: Government Gazette. http://www.justice.gov.za/legislation/acts/2013-004.pdf.
- Rose, S., M. Clark, P. Samouel, and N. Hair. 2012. Online customer experience in e-retailing: an empirical model of antecedents and outcomes. Journal of Retailing 88 (2):308–22. doi:10.1016/j.jretai.2012.03.001
- Sanchez-Franco, M. J. 2009. The moderating effects of involvement on the relationships between satisfaction, trust and commitment in e-banking. Journal of Interactive Marketing 23 (3):247–58 doi:10.1016/j.intmar.2009.04.007.
- Saunders, M., P. Lewis, and A. Thornhill. 2016. Research methods for business students. 7th ed. Harlow: Pearson.
- Seckler, M., S. Heinz, S. Forde, A. N. Tuch, and K. Opwis. 2015. Trust and distrust on the web: user experiences and website characteristics. Computers in Human Behavior 45, 39–50. https://doi.org/10.1016/j.chb.2014.11.064
- Sheth, J. N. 2011. Impact of emerging markets on marketing: rethinking existing perspectives and practices. Journal of Marketing 75 (4), 166–82. https://doi.org/10.1509/jmkg.75.4.166
- Shrout, P. E., and N. Bolger. 2002. Mediation in experimental and non-experimental studies: New procedures and recommendations. Psychological Methods 7 (4), 422–45. doi:10.1037//1082-989X.7.4.422
- Skadberg, Y. X., and J. R. Kimmel. 2004. Visitors’ flow experience while browsing a web site: its measurement, contributing factors and consequences. Computers in Human Behavior 20 (3):403–22. doi:10.1016/S0747-5632(03)00050-5
- Skulmowski, A., Y. Augustin, S. Pradel, S. Nebel, S. Schneider, and G. D. Rey. 2016. The negative impact of saturation on website trustworthiness and appeal: a temporal model of aesthetic website perception. Computers in Human Behavior 61, 386–93. https://doi.org/10.1016/j.chb.2016.03.054.
- Statistica 2017. “eCommerce Market Report.” Accessed November 20, 2017. https://www.statista.com/outlook/243/112/ecommerce/south-africa.
- Takealot 2017. “Getting to know us.” Accessed December 21, 2017. https://www.takealot.com/about/.
- Vaughan, G. M., and M. A. Hogg. 2014. Social psychology. 7th ed. London: Pearson.
- Venkatesh, V., M. G. Morris, and P. L. Ackerman. 2000. A longitudinal field investigation of gender differences in individual technology adoption decision-making processes. Organizational Behavior and Human Decision Processes 83 (1):33–60. doi:10.1006/obhd.2000.289
- Verhoef, P. C., P. K. Kannan, and J. J. Inman. 2015. From multi-channel retailing to omni-channel retailing: introduction to the special issue on multi-channel retailing. Journal of Retailing 91 (2):174–81. doi:10.1016/j.jretai.2015.02.005
- Vieira, V. A. 2013. Stimuli–organism-response framework: a Meta-analytic review in the store environment. Journal of Business Research 66 (9):1420–26. doi:10.1016/j.jbusres.2012.05.009
- Wang, C. L., J. He, and B. R. Barnes. 2017. Brand management and consumer experience in emerging markets: directions for future research. International Marketing Review 34 (4):458–62. https://doi.org/10.1108/IMR-01-2016-0009.
- Wang, J. L., L. A. Jackson, J. Gaskin, and H. Z. Wang. 2014. The effects of social networking site (SNS) use on college students’ friendship and well-being. Computers in Human Behavior 37, 229–36. https://doi.org/10.1016/j.chb.2014.04.051
- Williams, R., and M. Dargel. 2004. From servicescape to “cyberscape. Marketing Intelligence & Planning 22 (3):310–20. https://doi.org/10.1108/02634500410536894
- Yoon, H. Y., S. Hik., and L. U. G. Occeña. 2015. Influencing factors of trust in consumer-to-consumer electronic commerce with gender and age. International Journal of Information Management 35 (3):352–63. https://doi.org/10.1016/j.ijinfomgt.2015.02.003
- Zhao, X., J. G. Lynch, and Q. Chen. 2010. Reconsidering baron and kenny: myths and truths about mediation analysis. Journal of Consumer Research 37 (2):197–206. doi:10.1086/651257