Online Shopping: Antecedents of Attitude, Intention and Use
Source: By:Author(s)
DOI: https://doi.org/10.30564/jmser.v3i2.2613
Abstract:Consumer behavior in electronic commerce has been the theme of hundreds of studies conducted by researchers of many nationalities in the past twenty years. The purpose of this study was to review and classify the concepts used in papers published between 2003 and 2014 to explain the consumer behavior in electronic commerce. A systematic search of the literature in nine databases was performed and 136 papers published in double-blind peer reviewed journals were selected. Reference models were prepared based on a classification of the concepts found. This article reports only the concepts that displayed statistical significance in the studies analyzed. Finally, we suggest new studies that can be conducted.
References:[1] Drucker, P. Agriculture and Its Effects on Human Health[J]. HSM Management, 2000, 4(18). (in Turkish) [2] Choi, S.Y., Stahl, D.O., Whinston, A.B. The Economics of Electronic Commerce[M]. Indianapolis: MacMillan Technical Publishing, 1997. [3] Delfmann, W., Albers, S., Gehring, M. The impact of electronic commerce on logistics service providers[J]. International Journal of Physical Distribution& Logistics Management, 2002, 32(3): 203-222. [4] O’Brien, J.A., Marakas, G.M. Information Systems Administration[M]. Porto Alegre: AMGH, 2013. (inTurkish) [5] Manzoor, A. E-commerce: an introduction[M]. Saarbrücken, Germany: Lap Lambert Academic Publishing, 2010. [6] Chang, M.K., Cheung, W., Lai, V.S. Literature derived reference models for the adoption of online shopping[J]. Information & Management, 2005, 42(543-559). [7] Venkatesh, V., et al. User Acceptance of Information Technology: Toward a Unified View[J]. MIS Quarterly, 2003, 27(3): 425-478. [8] Gouvêa, M.A., Nakagawa, S.S.Y., Oliveira, B. A study on the aspects that contribute to the adoption of the online channel for the purchase of books, CDs and DVDs[J]. Revista de Administração, 2013, 48(3): 500-515. (in Turkish) [9] Pappas, I.O., et al. Moderating effects of online shopping experience on customer satisfaction and repurchase intentions[J]. International Journal of Retail & Distribution Management, 2014, 42(3):187-204. [10] Chan, G.W.W., Cheung, C.M.K., Limayem, M. A critical review of online consumer behavior: empirical research[J]. Journal of Electronic Commerce in Organizations, 2005, 3(1-19). [11] Villas, M.V., Macedo-Soares, T.D.L.A., Russo, G.M. Bibliographical research method for business administration studies: a model based on scientific journal ranking [J]. Brazilian Administration Review, 2008, 5(2): 139-159. [12] Wang, J., Gu, L., Aiken, M. A study of the impact of individual differences on online shopping[J]. International Journal of E-Business Research, 2010,6(1): 52-67. [13] Hansen, T. Consumer values, the theory of planned behaviour and online grocery shopping[J]. International Journal of Consumer Studies, 2008, 32(2):128-137. [14] Wu, S.I. The relationship between consumer characteristics and attitude toward online shopping[J].Marketing Intelligence & Planning, 2003, 21(1):37-44. [15] Marin Garcia, G., Santos, C.P.d. The impact of personal characteristics on internet purchase intent and the role of mediation of familiarity and attitude towards internet purchase[J]. Revista de Administração Mackenzie, 2011, 12(5): 151-181. (in Turkish) [16] Chiu, Y.-B., Lin, C.-P., Tang, L.-L. Gender differs: Assessing a model of online purchase intentions in e-tail service [J]. International Journal of Service Industry Management, 2005, 16(5): 416-435. [17] Caro, A., et al. Innovativeness, involvement, attitude and experience in adopting online shopping[J]. Revista De Administração De Empresas, 2011, 51(6): 568-584. (in Turkish) [18] Mazaheri, E., Richard, M.-O., Laroche, M. The role of emotions in online consumer behavior: a comparison of search, experience, and credence services[J]. Journal of Services Marketing, 2012,26(7): 535-550. [19] Ashraf, A.R., Thongpapanl, N., Auh, S. The Application of the Technology Acceptance Model Under Different Cultural Contexts: The Case of Online Shopping Adoption[J]. Journal of International Marketing, 2014, 22(3): 68-93. [20] Yang, K., Young, A.P. The effects of customized site features on internet apparel shopping[J]. Journal of Fashion Marketing and Management, 2009, 13(1): 128-139. [21] So, W.C.M., Wong, T.N.D., Sculli, D. Factors affecting intentions to purchase via the internet[J]. Industrial Management & Data Systems, 2005,105(9): 1225-1244. [22] Hernández-Ortega, B., Jiménez-Martínez, J., Martín-DeHoyos, M.J. Differences between potential, new and experienced e-customers: Analysis of e-purchasing behaviour[J]. Internet Research, 2008, 18(3): 248-265. [23] Soopramanien, D. Conflicting attitudes and scepticism towards online shopping: the role of experience[J]. International Journal of Consumer Studies, 2011, 35(3): 338-347. [24] Ha, H.-Y., Janda, S., Muthaly, S.K. A new understanding of satisfaction model in e-re-purchase situation[J]. European Journal of Marketing, 2010, 44(7/8): 997-1016. [25] Ha, H.-Y., Muthaly, S.K., Akamavi, R.K. Alternative explanations of online repurchasing behavioral intentions: A comparison study of Korean and UK young customers [J]. European Journal of Marketing, 2010, 44(6): 874-904. [26] Ha, H.-Y., Janda, S. The effect of customized information on online purchase intentions[J]. Internet Research, 2014, 24(4): 496-519. [27] Holzwarth, M., Janiszewski, C., Neumann, M.M. The influence of avatars on online consumer shopping behavior[J]. Journal of Marketing, 2006, 70(4): 19-36. [28] Pavlou, P.A., Fygenson, M. Understanding and predicting electronic commerce adoption: An extension of the theory of planned behavior[J]. Mis Quarterly, 2006, 30(1): 115-143. [29] Wu, W.-Y., et al. How can online store layout deDOI: https://doi.org/10.30564/jmser.v3i2.261321 Journal of Management Science & Engineering Research | Volume 03 | Issue 02 | September 2020 Distributed under creative commons license 4.0 sign and atmosphere influence consumer shopping intention on a website?[J]. International Journal of Retail & Distribution Management, 2013, 42(1):4-24. [30] Huarng, K.-H., Yu, T.H.-K., Huang, J.J. The impacts of instructional video advertising on customer purchasing intentions on the Internet[J]. Service Business, 2010, 4(1): 27-36. [31] Lee, S.-E., Littrell, M.A. Global e-tailing: US consumers’ intention to shop for cultural products on the internet[J]. International Journal of Retail & Distribution Management, 2005, 33(2): 133-147. [32] Martínez-López, F.J., Luna, P., Martínez, F.J. Online shopping, the standard learning hierarchy, and consumers’ internet expertise: An American-Spanish comparison[J]. Internet Research, 2005, 15(3):312-334. [33] Joia, L.A., Oliveira, L.C.B.D. Creating and testing a model for evaluating e-commerce websites[J]. Revista de Administração Mackenzie, 2008, 9(1): 11-36. (in Turkish) [34] Suntornpithug, N., Khamalah, J. Machine and person interactivity: the driving forces behind influences on consumers’ willingness to purchase online[J]. Journal of Electronic Commerce Research, 2010, 11(4): 299-325. [35] George, J.F. The theory of planned behavior and Internet purchasing[J]. Internet Research, 2004, 14(3): 198-212. [36] El Said, G.R., Galal-Edeen, G.H. The role of culture in e-commerce use for the Egyptian consumers[J]. Business Process Management Journal, 2009, 15(1): 34-47. [37] Sia, C.L., et al. Web strategies to promote internet shopping: is cultural-customization needed?[J]. Mis Quarterly, 2009, 33(3): 491-512. [38] Çelik, H.E., Yilmaz, V. Extending the Technology Acceptance Model for adoption of e-shopping by consumers in Turkey[J]. Journal of Electronic Commerce Research, 2011, 12(2): 152-164. [39] Lim, K.H., et al. Do I trust you online, and if so, will I buy? An empirical study of two trust-building strategies[J]. Journal of Management Information Systems, 2006, 23(2): 233-266. [40] Hsu, C.-L., Lin, J.C.-C., Chiang, H.-S. The effects of blogger recommendations on customers’ online shopping intentions[J]. Internet Research, 2013, 23(1): 69-88. [41] Pennington, R., Wilcox, H.D., Grover, V. The role of system trust in business-to-consumer transactions[J]. Journal of Management Information Systems, 2003, 20(3): 197-226. [42] Hsu, M.-H., Chuang, L.-W., Hsu, C.-S. Understanding online shopping intention: the roles of four types of trust and their antecedents[J]. Internet Research, 2014, 24(3): 332-352. [43] Limbu, Y.B., Wolf, M., Lunsford, D. Perceived ethics of online retailers and consumer behavioral intentions: The mediating roles of trust and attitude[J]. Journal of Research in Interactive Marketing, 2012, 6(2): 133-154. [44] Bigné-Alcañiz, E., et al. Influence of online shopping information dependency and innovativeness on internet shopping adoption[J]. Online Information Review, 2008, 32(5): 648-667. [45] Hernandez, B., Jimenez, J., Martín, M.J. Age, gender and income: do they really moderate online shopping behaviour?[J]. Online Information Review, 2011, 35(1): 113-133. [46] Hsieh, J.-Y., Liao, P.-W. Antecedents and moderators of online shopping behavior in undergraduate students[J]. Social Behavior and Personality, 2011, 39(9): 1271-1280. [47] Song, J., Zahedi, F. A Theoretical Approach to Web Design in E-Commerce: A Belief Reinforcement Model[J]. Management Science, 2005, 51(8): 1219-1235. [48] Glover, S., Benbasat, I. A Comprehensive Model of Perceived Risk of E-Commerce Transactions[J]. International Journal of Electronic Commerce, 2010, 15(2): 47-78. [49] Bianchi, C., Andrews, L. Risk, trust, and consumer online purchasing behaviour: a Chilean perspective[J]. International Marketing Review, 2012, 29(3): 253-275. [50] Pi, S.-M., Sangruang, J. The perceived risks of online shopping in Taiwan[J]. Social Behavior and Personality, 2011, 39(2): 275-285. [51] Hernandez, B., Jimenez, J., Martín, M.J. Adoption vs acceptance of e-commerce: two different decisions[J]. European Journal of Marketing, 2009, 43(9/10): 1232-1245. [52] Jayawardhena, C. Personal values’ influence on e-shopping attitude and behaviour[J]. Internet Research, 2004, 14(2): 127-138. [53] Rahman, M.S., Hussain, B. Perceptual differences of older customers’ to purchase from online: malaysian perspective[J]. International Journal of Business and Society, 2014, 15(1): 171-190. [54] Van Slyke, C., et al. The influence of culture on consumer-oriented electronic commerce adoption[J]. Journal of Electronic Commerce Research, 2010, 11(1): 30-40. [55] Kulviwat, S., Thakur, R., Guo, C. An exploratory DOI: https://doi.org/10.30564/jmser.v3i2.261322 Journal of Management Science & Engineering Research | Volume 03 | Issue 02 | September 2020 Distributed under creative commons license 4.0 study of consumer adoption of online shopping: mediating effect of online purchase intention[J]. International Journal of E-Business Research, 2006, 2(2): 68-82. [56] Sahney, S., Ghosh, K., Shrivastava, A. “Buyer’s motivation” for online buying: an empirical case of railway e-ticketing in Indian context[J]. Journal of Asia Business Studies, 2013, 8(1): 43-64. [57] Zorotheos, A., Kafeza, E. Users’ perceptions on privacy and their intention to transact online: a study on Greek internet users[J]. Direct Marketing: An International Journal, 2009, 3(2): 139-153. [58] Kim, E.Y., Kim, Y.-K. Predicting online purchase intentions for clothing products [J]. European Journal of Marketing, 2004, 38(7): 883-897. [59] Thamizhvanan, A., Xavier, M.J. Determinants of customers’ online purchase intention: an empirical study in India[J]. Journal of Indian Business Research, 2013, 5(1): 17-32. [60] Ranaweera, C., Bansal, H., McDougall, G. Web site satisfaction and purchase intentions: impact of personality characteristics during initial web site visit[J]. Managing Service Quality, 2008, 18(4): 329-348. [61] Mohamed, N., et al. Insights into individual’s online shopping continuance intention[J]. Industrial Management & Data Systems, 2014, 114(9): 1453-1476. [62] Gong, W., Stump, R.L., Maddox, L.M. Factors influencing consumers’ online shopping in China[J]. Journal of Asia Business Studies, 2013, 7(3): 214-230. [63] Brown, M., Pope, N., Voges, K. Buying or browsing? An exploration of shopping orientations and online purchase intention[J]. European Journal of Marketing, 2003, 37(11/12): 1666-1684. [64] Jayawardhena, C., Wright, L.T., Dennis, C. Consumers online: intentions, orientations and segmentation[J]. International Journal of Retail & Distribution Management, 2007, 35(6): 515-526. [65] Davis, R., Lang, B., San Diego, J. How gender affects the relationship between hedonic shopping motivation and purchase intentions?[J]. Journal of Consumer Behaviour, 2014, 13(1): 18-30. [66] Kim, J., Yang, K., Kim, B.Y. Online retailer reputation and consumer response: examining cross cultural differences[J]. International Journal of Retail & Distribution Management, 2013, 41(9): 688-705. [67] Hahn, K.H., Kim, J. The effect of offline brand trust and perceived internet confidence on online shopping intention in the integrated multi-channel context[J]. International Journal of Retail & Distribution Management, 2009, 37(2): 126-141. [68] Zhang, X., Prybutok, V.R., Koh, C.E. The role of impulsiveness in a TAM-based online purchasing behavior model[J]. Information Resources Management Journal, 2006, 19(2): 54-68. [69] Kuo, Y.-F., Hu, T.-L., Yang, S.-C. Effects of inertia and satisfaction in female online shoppers on repeat-purchase intention: The moderating roles of word-of-mouth and alternative attraction[J]. Managing Service Quality, 2013, 23(3): 168-187. [70] Huang, E. Online experiences and virtual goods purchase intention[J]. Internet Research, 2012,22(3): 252-274. [71] Park, J., Stoel, L. Effect of brand familiarity, experience and information on online apparel purchase[J]. International Journal of Retail & Distribution Management, 2005, 33(2): 148-160. [72] Chen, Y.-H., Barnes, S. Initial trust and online buyer behaviour[J]. Industrial Management & Data Systems, 2007, 107(1): 21-36. [73] Tong, X. A cross-national investigation of an extended technology acceptance model in the online shopping context[J]. International Journal of Retail & Distribution Management, 2010, 38(10): 742-759. [74] Weisberg, J., Te’eni, D., Arman, L. Past purchase and intention to purchase in e-commerce: The mediation of social presence and trust[J]. Internet Research, 2011, 21(1): 82-96. [75] Dai, B., Forsythe, S., Kwon, W.-S. The impact of online shopping experience on risk perceptions and online purchase intentions: does product category matter?[J]. Journal of Electronic Commerce Research, 2014, 15(1): 13-24. [76] Hsu, C.-L., Chang, K.-C., Chen, M.-C. Flow Experience and Internet Shopping Behavior: Investigating the Moderating Effect of Consumer Characteristics[J]. Systems Research and Behavioral Science, 2012, 29(3): 317-332. [77] Cheon, E. Energizing business transactions in virtual worlds: an empirical study of consumers’ purchasing behaviors[J]. Information Technology and Management, 2013, 14(4): 315-330. [78] Chang, Y., Dong, X., Sun, W. Influence of characteristics of the internet of things on consumer purchase intention[J]. Social Behavior and Personality, 2014, 42(2): 321-330. [79] Chen, C.-W.D.,Cheng, C.-Y.J. Understanding consumer intention in online shopping: a respecification and validation of the DeLone and McLean model[J]. Behaviour & Information Technology, 2009, 28(4): 335-345. DOI: https://doi.org/10.30564/jmser.v3i2.2613 23 Journal of Management Science & Engineering Research | Volume 03 | Issue 02 | September 2020 Distributed under creative commons license 4.0 [80] Zhou, T., Lu, Y., Wang, B. The Relative Importance of Website Design Quality and Service Quality in Determining Consumers’ Online Repurchase Behavior[J]. Information Systems Management, 2009, 26(4): 327-337. [81] Fang, Y.-H., Chiu, C.-M., Wang, E.T.G. Understanding customers’ satisfaction and repurchase intentions: an integration of IS success model, trust, and justice[J]. Internet Research, 2011, 21(4): 479-503. [82] Yen, Y.-R., Tsai, B.-Y. Exploring the influential factors toward the continuance intention of on-line books purchase[J]. The International Journal of Organizational Innovation, 2011, 3(4): 140-157. [83] Ha, H.-Y. The effects of online shopping attributes on satisfaction-purchase intention link: a longitudinal study[J]. International Journal of Consumer Studies, 2012, 36(3): 327-334. [84] Lin, C., Lekhawipat, W. Factors affecting online repurchase intention[J]. Industrial Management & Data Systems, 2014, 114(4): 597-611. [85] Chen, Y.-T., Chou, T.-Y. Exploring the continuance intentions of consumers for B2C online shopping: Perspectives of fairness and trust[J]. Online Information Review, 2012, 36(1): 104-125. [86] Lee, G.-G., Lin, H.-F. Customer perceptions of e-service quality in online shopping[J]. International Journal of Retail & Distribution Management, 2005, 33(2): 161-176. [87] Maditinos, D.I., Theodoridis, K. Satisfaction determinants in the Greek online shopping context[J]. Information Technology & People, 2010, 23(4):312-329. [88] Dholakia, R.R., Zhao, M. Retail web site interactivity: How does it influence customer satisfaction and behavioral intentions?[J]. International Journal of Retail & Distribution Management, 2009, 37(10):821-838. [89] Green, D.T., Pearson, J.M. Integrating website usability with the electronic commerce acceptance model[J]. Behaviour & Information Technology, 2011, 30(2): 181-199. [90] Gounaris, S., Dimitriadis, S., Stathakopoulos, V. An examination of the effects of service quality and satisfaction on customers’ behavioral intentions in e-shopping[J]. Journal of Services Marketing, 2010,24(2): 142-156. [91] Claudia, I. A Decomposed Model of Consumers’ Intention to Continue Buying Online[J]. Economic Insights - Trends and Challenges, 2012, 64(4): 58-69. [92] Jiang, P., Rosenbloom, B. Customer intention to return online: price perception, attribute-level performance, and satisfaction unfolding over time[J]. European Journal of Marketing, 2005, 39(1/2): 150-174. [93] Wu, W.-Y., Chang, M.-L. The role of risk attitude on online shopping: Experience, customer satisfaction, and repurchase intention[J]. Social Behavior and Personality, 2007, 35(4): 453-468. [94] Fang, Y., et al. Trust, satisfaction, and online repurchase intention: the moderating role of perceived effectiveness of e-commerce institutional mechanisms[J]. MIS Quarterly, 2014, 38(2): 407-427. [95] Lee, C.H., Eze, U.C., Ndubisi, N.O. Analyzing key determinants of online repurchase intentions[J]. Asia Pacific Journal of Marketing and Logistics, 2011, 23(2): 200-221. [96] Chu, W., Choi, B., Song, M.R. The Role of On-line Retailer Brand and Infomediary Reputation in Increasing Consumer Purchase Intention[J]. International Journal of Electronic Commerce, 2005, 9(3):115-127. [97] Ma, Y.J., Lee, H.-H. Consumer responses toward online review manipulation[J]. Journal of Research in Interactive Marketing, 2014, 8(3): 224-244. [98] Park, D.-H., Lee, J., Han, I. The Effect of On-Line Consumer Reviews on Consumer Purchasing Intention: The Moderating Role of Involvement[J]. International Journal of Electronic Commerce, 2007,11(4): 125-148. [99] Lin, C.-L., Lee, S.-H., Horng, D.-J. The effects of online reviews on purchasing intention: the moderating role of need for cognition[J]. Social Behavior and Personality, 2011, 39(1): 71-82. [100] Obiedat, R. Impact of Online Consumer Reviews on Buying Intention of Consumers in UK: Need for Cognition as Mediating Role[J]. International Journal of Advanced Corporate Learning, 2013, 6(2):16-21. [101] Goode, M.M.H., Harris, L.C. Online behavioural intentions: an empirical investigation of antecedents and moderators[J]. European Journal of Marketing, 2007, 41(5/6): 512-536. [102] Lin, J.C.-C. Online stickiness: its antecedents and effect on purchasing intention[J]. Behaviour & Information Technology, 2007, 26(6): 507-516. [103] Lee, J., Park, D.-H., Han, I. The different effects of online consumer reviews on consumers’ purchase intentions depending on trust in online shopping malls: An advertising perspective[J]. Internet Research, 2011, 21(2): 187-206. [104] Konradt, U., et al. Usability in online shops: scale construction, validation and the influence on the DOI: https://doi.org/10.30564/jmser.v3i2.2613 24 Journal of Management Science & Engineering Research | Volume 03 | Issue 02 | September 2020 Distributed under creative commons license 4.0 buyers’ intention and decision[J]. Behaviour & Information Technology, 2003, 22(3): 165-174. [105] Park, M., Lennon, S.J. Brand name and promotion in online shopping contexts[J]. Journal of Fashion Marketing and Management, 2009, 13(2): 149-160. [106] Pan, M.-C., et al. Antecedent of purchase intention: online seller reputation, product category and surcharge[J]. Internet Research, 2013, 23(4): 507-522. [107] Broekhuizen, T., Huizingh, E.K.R.E. Online purchase determinants: Is their effect moderated by direct experience?[J]. Management Research News, 2009, 32(5): 440-457. [108] Liu, C., Forsythe, S. Post-adoption online shopping continuance[J]. International Journal of Retail & Distribution Management, 2010, 38(2): 97-114. [109] Çelik, H. Influence of social norms, perceived playfulness and online shopping anxiety on customers’ adoption of online retail shopping: an empirical study in the Turkish context[J]. International Journal of Retail & Distribution Management, 2011, 39(6): 390-413. [110] Pavlou, P.A. Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model[J]. International Journal of Electronic Commerce, 2003 7(3): 101-134. [111] Chang, H.H., Chen, S.W. The impact of online store environment cues on purchase intention: Trust and perceived risk as a mediator[J]. Online Information Review, 2008, 32(6): 818-841. [112] Kim, Y.H., Kim, D.J., Hwang, Y. Exploring online transaction self-efficacy in trust building in B2C e-commerce[J]. Journal of Organizational and End User Computing, 2009, 21(1): 37-59. [113] Pizzutti, C., Fernandes, D. Effect of Recovery Efforts on Consumer Trust and Loyalty in E-Tail: A Contingency Model[J]. International Journal of Electronic Commerce, 2010, 14(4): 127-160. [114] Li, R., Kim, J., Park, J. The effects of Internet shoppers’ trust on their purchasing intention in China[J]. Journal of Information Systems and Technology Management, 2007, 4(3): 269-286. [115] Awad, N.F., Ragowsky, A. Establishing trust in electronic commerce through online word of mouth: An examination across genders[J]. Journal of Management Information Systems, 2008, 24(4): 101-121. [116] Eastlick, M.A., Lotz, S. Cognitive and institutional predictors of initial trust toward an online retailer[J]. International Journal of Retail & Distribution Management, 2011, 39(4): 234-255. [117] Gefen, D., Karahanna, E., Straub, D.W. Trust and TAM in online shopping: an integrated model[J]. MIS Quarterly, 2003, 27(1): 51-90. [118] Chiu, C.-M., et al. Determinants of customer repurchase intention in online shopping[J]. Online Information Review, 2009, 33(4): 761-784. [119] Becerra, E.P., Korgaonkar, P.K. Effects of trust beliefs on consumers’ online intentions[J]. European Journal of Marketing, 2011, 45(6): 936-962. [120] Fisher, R., Chu, S.Z. Initial online trust formation: the role of company location and web assurance[J]. Managerial Auditing Journal, 2009, 24(6): 542-563. [121] Chai, L., Pavlou, P.A. From “ancient” to “modern”: a cross-cultural investigation of electronic commerce adoption in Greece and the United States[J]. Journal of Enterprise Information Management,2004, 17(6): 416-423. [122] Laohapensang, O. Factors influencing internet shopping behaviour: a survey of consumers in Thailand[J]. Journal of Fashion Marketing and Management, 2009, 13(4): 501-513. [123] Gupta, S., Kim, H.-W. The moderating effect of transaction experience on the decision calculus in on-line repurchase[J]. International Journal of Electronic Commerce, 2007, 12(1): 127-158. [124] Mafé, C.R., Blas, S.S. Explaining Internet dependency: An exploratory study of future purchase intention of Spanish Internet users[J]. Internet Research, 2006, 16(4): 380-397. [125] Soto-Acosta, P., et al. The effect of information overload and disorganisation on intention to purchase online: The role of perceived risk and internet experience[J]. Online Information Review, 2014,38(4): 543-561. [126] Yoo, J., Lennon, S. The Effects of Apparel Product Presentation on Consumer Responses in U.S. Online Retailing[J]. Journal of Society for e-Business Studies, 2014, 19(2): 31-51. [127] Al-Maghrabi, T., Dennis, C. What drives consumers’ continuance intention to e-shopping? Conceptual framework and managerial implications in the case of Saudi Arabia [J]. International Journal of Retail & Distribution Management, 2011, 39(12):899-926. [128] Al-maghrabi, T., Dennis, C., Halliday, S.V. Antecedents of continuance intentions towards e-shopping: the case of Saudi Arabia[J]. Journal of Enterprise Information Management, 2011, 24(1): 85-111. [129] Kuan, H.-H., Bock, G.-W., Vathanophas, V. Comparing the effects of website quality on customer initial purchase and continued purchase at e-commerce websites[J]. Behaviour & Information Technology, 2008, 27(1): 3-16.DOI: https://doi.org/10.30564/jmser.v3i2.2613 25 Journal of Management Science & Engineering Research | Volume 03 | Issue 02 | September 2020 Distributed under creative commons license 4.0 [130] Wells, J.D., Valacich, J.S., Hess, T.J. What signal are you sending? how website quality influences perceptions of product quality and purchase intentions[J]. Mis Quarterly, 2011, 35(2): 373-396. [131] Kim, H., Lennon, S.J. E-atmosphere, emotional, cognitive, and behavioral responses[J]. Journal of Fashion Marketing and Management, 2010, 14(3): 412-428. [132] San Martín, S., Camarero, C., San José, R. Dual effect of perceived risk on cross-national e-commerce[J]. Internet Research, 2011, 21(1): 46-66. [133] Wu, L., Cai, Y., Liu, D. Online shopping among Chinese consumers: an exploratory investigation of demographics and value orientation[J]. International Journal of Consumer Studies, 2011, 35(4): 458-469. [134] Doolin, B., et al. Perceived risk, the Internet shopping experience and online purchasing behavior:a New Zealand perspective[J]. Journal of Global Information Management, 2005, 13(2): 66-88. [135] Liebermann, Y., Stashevsky, S. Determinants of Online Shopping: Examination of an Early-Stage Online Market[J]. Canadian Journal of Administrative Sciences, 2009, 26(4): 316-331. [136] Kamarulzaman, Y. Adoption of travel e-shopping in the UK[J]. International Journal of Retail & Distribution Management, 2007, 35(9): 703-719. [137] Mahmood, M.A., Bagchi, K., Ford, T.C. On-line shopping behavior: Cross-country empirical research[J]. International Journal of Electronic Commerce, 2004, 9(1): 9-30. [138] Suki, N.M., Ramayah, T., Suki, N.M. Internet shopping acceptance: Examining the influence of intrinsic versus extrinsic motivations[J]. Direct Marketing: An International Journal, 2008, 2(2): 97-110. [139] Park, C.-H., Kim, Y.-G. Identifying key factors affecting consumer purchase behavior in an online shopping context[J]. International Journal of Retail & Distribution Management, 2003, 31(1): 16-29. [140] Marimon, F., et al. Purchasing behaviour in an online supermarket: The applicability of E-SQUAL[J]. International Journal of Market Research, 2010, 52(1): 111-129. [141] Boyer, K.K., Hult, G.T.M. Customer behavior in an online ordering application: A decision scoring model[J]. Decision Sciences, 2005, 36(4): 569-598. [142] Pahnila, S., Warsta, J. Online shopping viewed from a habit and value perspective [J]. Behaviour & Information Technology, 2010, 29(6): 621-632. [143] Shergill, G.S., Chen, Z. Web-Based Shopping: Consumers’ Attitudes towards Online Shopping in New Zealand[J]. Journal of Electronic Commerce Research, 2005, 6(2): 79-94. [144] Hansen, T., Jensen, J.M. Shopping orientation and online clothing purchases: the role of gender and purchase situation[J]. European Journal of Marketing, 2009, 43(9/10): 1154-1170. [145] Park, C., Jun, J.-K. A cross-cultural comparison of Internet buying behavior: Effects of Internet usage, perceived risks, and innovativeness[J]. International Marketing Review, 2003, 20(5): 534-553.