Purpose: The distribution of goods and the flow of information, determined by consumer behavior toward online shopping, is drastically popular worldwide. This study examines some factors such as brand trust, online sales promotion, consumer personality, delivery service, quality assurance, information search, and online consumer satisfaction influence online shopping behavior. Research design, data, and methodology: A constructed questionnaire in an online survey was conducted with 241 random cluster respondents in the greater Jakarta Area. Structure equation model was utilized to analyze and verify all the data. Results: Research finding indicates online sales promotion, delivery service, quality assurance, and online consumer satisfaction positively influence information search. Meanwhile, brand trust, quality assurance, and information search positively influence online shopping behavior. However, the result illustrates that consumer personality negatively influences both information search and online shopping behavior. Conclusions: To influence online shopping behavior, the most important factors that need to be considered by marketplaces are quality assurance. It positively motivates Indonesia's citizens to collect information and make unplanned purchases. The study finding can be a reference for brands to maintain and build outstanding product quality, an informational website, and an excellent marketing strategy so that customers can meet their expectations. Besides, it also broadens both companies' and individuals' knowledge about the digital revolution on consumer behavior.
Ahuja, M., Gupta, B., & Raman, P. (2003). An empirical investigation of online consumer purchasing behavior. Communications of the ACM, 46(12), 145-151. DOI:https://doi.org/10.1145/953460.953494
Alex, D., & Thomas, S. (2012). Impact of product quality, service quality, and contextual Experience on customer perceived value and future buying intentions. European Journal of Business and Management, 3(3), 305-318. DOI:http://dyuthi.cusat.ac.in/purl/4657
Amananah, D., & Harahap, D. A. (2018). Examining the effect of product assortment and price discount toward online purchase decision of university student in Indonesia. Jurnal Manajemen dan Kewirausahaan, 20(2), 99-104. DOI:https://doi.org/10.9744/ jmk.20.2.99-104
Amron, A. (2018). The influence of brand image, brand trust, product quality, and price on consumers' buying decisions of MVP cars. European Scientific Journal, 14(13), 288-239. DOI:10.19044/esj.2018.v14n13p228
Auditya, A., & Hidayat, Z. (2021). Netflix in Indonesia:Influential Factors on Customer Engagement among Millennials' Subscribers. Journal of Distribution Science, 19(1), 89-103. DOI: https://doi.org/10.15722/jds.19.1. 202101.89
Bai, B., Law, R., & Wen, I. (2008). The impact of website quality on customer satisfaction and purchase intentions: Evidence from Chinese online visitors. International Journal of Hospitality Management, 27, 391-402. DOI:https://doi.org/10.1016/j.ijhm.2007.10.008
Banerjee, S. (2016). Moderating effect of the peer group environment on consumer predisposition towards premium promotions: A study on young urban consumers in India. IIMB Management Review, 1-10. DOI:https://doi.org/10.1016/j.iimb.2016.10.002
Bhagat, P. (2020). Advertising and sales promotion. Agra: SBPD Publishing House.
Bhatti, A., Akram, H., Basit, H.M., Khan, A.U., Naqvi, S.M.R., & Bilal, M. (2020). E-commerce trends during COVID-19Pandemic. International Journal of Future Generation Communication and Networking, 13(2), 1449-1452. Link:http://www.sersc.org/journals/index.php/IJFGCN/article/view/24523
Budi, S. C., Hidayat, Z., & Mani, L. (2021). The effect of experience and brand relationship to brand satisfaction, trust, and loyalty shopping distribution of consumer philips lighting product Indonesia. Journal of Distribution Science, 19(1), 115-124. DOI: https://doi.org/10.15722/jds.19.1.202101.115
Cha, S-S., & Seo, B-K. (2019). The effect of brand trust of a home meal replacement on repurchasing in online shopping. The Journal of Business Economics and Environmental Studies, 9(3), 21-26. DOI:https://doi.org/10.13106/jbees.2019.vol9.no3.21
Chao, P., & Gupta, P. B. (1995). Information search and efficiency of consumer choices of new cars. International Marketing Review, 12 (6), 47 - 59. DOI:https://doi.org/10.1108/02651339510102958
Chen, Y., & Barnes, S. (2007). Initial trust and online buyer behavior. Industrial Management & Data Systems, 107 (1), 21-36. DOI: https://doi.org/10.1108/02635570710 719034
Chen, S. C., & Lin, C. P. (2019). Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction. Technological Forecasting and Social Change, 140, 22-32. DOI:https://doi.org/10.1016/j. techfore.2016.04.012
Cho, Y., S., Heo, J., Y., & Youn, M., K. (2012). Korean Customer Attitudes Towards SNS Shopping. Journal of Distribution Science, 10 (8), 7-14. Link:https://www.koreascience.or.kr/article/JAKO201217160667444.page
Chung, J., B. (2017). Internet shopping optimization problem with delivery constraints. The Journal of Distribution Science, 15(2), 15-20. DOI:https://doi.org/10.15722/jds.15.2.201702.15
Crespo-Almendros, E., & Barrio-García, S. B. (2016). Online airline ticket purchasing: Influence of online sales promotion. Journal of Air Transport Management, 53, 23-34. DOI:https://doi.org/10.1016/j.jairtraman. 2016.01.004
Creswell, J. W. (2009). Research design: Qualitative, quantitative, and mixed methods approach. New York: SAGE Publications.
Garrouch, K., & Timoulali, E. (2020). Mobile shopping intentions:Do trustworthiness and culture matter? Journal of Distribution Science, 18(11), 67-77. DOI:https://doi.org/10.15722/jds.18.11.202011.69
Gorji, M., & Siami, S. (2020). How sales promotion display affects customer shopping intentions in retails. International Journal of Retail & Distribution Management. DOI:https://doi.org/10.1108/IJRDM-12-2019-0407
Hasanat, M.W., Hoque, A., Shikha, F.A., Anwar, M., Hamid, A.B.A., & Tat, H.H. (2020). The impact of coronavirus (COVID-19) on e-Business in Malaysia. Asian Journal of Multidisciplinary Studies, 3(1), 85-90. Link:https://asianjournal.org/online/index.php/ajms/article/view/219
Henseler, J., Ringle, C.M., & Sarstedt, M. (2015). Testing measurement invariance of composites using partial least squares. International Marketing Review, 33 (3), 405-431. DOI:https://doi.org/10.1108/IMR-09-2014-0304
Hogan, R., Hogan, J., & Roberts, B. (1996). Personality measurement and employment decisions: Questions and answers. American Psychologist, 51, 469–477. Link:https://psycnet.apa.org/buy/1996-04443-002
Holzwart, M., Janiszewski, C., & Neumann, M. (2006). The influence of avatars on online consumer shopping behavior. Journal of Marketing, 70, 19-36. DOI:https://doi.org/10.1509/jmkg.70.4.019
Hsu, C.-H., & Lu, P.-H. (2005). Consumer behavior in online game communities: A motivational factor perspective. Computers in Human Behavior, 23, 1642-1659. DOI:https://doi.org/10.1016/j.chb.2005.09.001
Huang, L. (2016). Flow and social capital theory in online impulse buying. Journal of Business Research, 69(6), 2277-2283. DOI:https://doi.org/10.1016/j.jbusres. 2015.12.042
Izogo, E.E., & Jayawardhena, C. (2018). The online shopping experience in an emerging e-retailing market. Journal of Research in Interactive Marketing, 12(2), 193-214. DOI:https://doi.org/10.1108/JRIM-02-2017-0015
Javadi, M. H. M., Dolatabadi, H. R., Nourbakhsh, M., Poursaeedi, A., & Asodallahi, A. R. (2012). An analysis of factors affecting on online shopping behaviors of consumers. International Journal of Marketing Studies, 4(5), 81-98. DOI:10.5539/ijms.v4n5p81
Jongen, W. (2018). End Of Online Shopping, the: The Future Of New Retail In An Always Connected World. Singapore: World Scientific Publishing Co. Ltd.
Kaplan, D. (2009). Structural equation modeling: Foundations and extensions. London: Sage Publications.
Karbasivar, A., & Yarahmad, H. (2011). Evaluating effective factors on consumer impulse buying behavior. Asian Journal of Business Management Studies, 2 (4), 174-181. Link:https://www.idosi.org/ajbms/ajbms2(4)11.htm
Karimi, S., Papamichail, K. N., & Holland, C. P. (2014). Purchase Decision Processes in the Internet Age. Business Information Processing, 57-66. DOI: https://doi.org/10.1007/978-3-319-11364-7_6
Kassarjan, H. H. (1971). Personality and consumer behavior: A review. Journal of Marketing Research, 8, 409-418. DOI:https://doi.org/10.1177/002224377100800401
Kavya, S. K. M., & Nagabhushanam, M. (2018). Consumer behavior in the new digital Era: A paradigm shift. International Journal of Management Studies, 3(7), 2231-2528.
Kim, J. J. (2017). The Effects of Elderly (Senior) Buying Factors and Satisfaction on Retailer's Online Shopping. The Journal of Distribution Science, 15(7), 43-52. DOI:https://doi.org/10.15722/jds.15.7. 201707.43
Kim, Y., & Jeong, J.S. (2015). Personality predictors for the use of multiple internet functions. Internet Research, 25(3), 399-415. DOI: https://doi.org/10.1108/IntR-11-2013-0250
Koufaris, M. (2002). Applying the technology acceptance model and flow theory to online consumer behavior. Information systems research, 13(2), 205-223. Link:https://pubsonline.informs.org/doi/abs/10.1287/isre.13.2.205.83
Koufaris, M., & Hampton-Sosa, W. (2004). The development of initial trust in an online company by new customers. Information & Management, 41(3), 377-397. DOI:https://doi.org/10.1016/j.im.2003.08.004
Lee, H., J. (2017). The differential factors influencing online &mobile shopping behavior. The Journal of Distribution Science, 15(9), 27-36. DOI:https://doi.org/10.15722/jds.15.9.201709.27
Lee, E. J., & Shin, S. Y. (2014). When do consumers buy online product reviews? Effects of review quality, product type, and reviewer’s photo. Computers in Human Behavior, 31, 356-366. DOI https://doi.org/10.1016/j.chb.2013.10.050
Lee, M.K.O., & Turban, E. (2001). A trust model for consumer internet shopping. International Journal of Electronic Commerce, 49 (1), 75-91. DOI:https://doi.org/10.1080/10864415.2001.11044227
Lee, S., H., Kwak, M., K., & Cha, S., S. (2020). Consumers'choice for fresh food at online shopping in the time of Covid19. The Journal of Distribution Science, 18(9), 45-53. DOI: https://doi.org/10.15722/jds.18.9.202009.45
Ling, K.C., Chai, L.T., & Piew, T.H. (2010). The effects of shopping orientations, online trust, and prior online purchase experience toward customers' online purchase intention. International Business Research, 3 (3), 63-76. DOI: 10.5539/ibr.v3n3p63
Ltifi, M. (2013). Antecedents and effect of commitment on the impulse buying by internet. Journal of Internet Banking and Commerce, 18(1), 2-22.
Luc, M. H., Tsang, S. W., Thrul, J., Kennedy, R. D., & Moran, M. B. (2020). Content analysis of online product descriptions from cannabis retailers in six US states. International Journal of Drug Policy, 75, 102593. DOI:https://doi.org/10.1016/j.drugpo.2019.10.017
Mazaheri, E., Richard, M. O., & Laroche, M. (2011). Online consumer behavior: Comparing Canadian and Chinese website visitors. Journal of Business Research, 64(9), 958-965. DOI: https://doi.org/10.1016/j.jbusres.2010. 11.018
Moon, Y. (2002). Personalization and Personality: Some Effects of Customizing. Journal of Consumer Psychology, 12(4), 313-325. DOI: https://doi.org/ 10.1016/S1057-7408(16)30083-3
Morganti, E., Seidel, S., Blanquart, C., Dablanc, L., and Lenz, B.(2014). The impact of e-commerce on final deliveries:Alternative parcel delivery services in France and Germany. Transportation Research Procedia, 4, 178-190. DOI:https://doi.org/10.1016/j.trpro.2014. 11.014
Moriuchi, E., & Takahashi, I. (2016). Satisfaction trust and loyalty of repeat online consumers within the Japanese online supermarket trade. Australasian Marketing Journal, 1-11. DOI:https://doi.org/10.1016/j.ausmj. 2016.02.006
Mourali, M., Laroche, M., & Pons, F. (2005). Antecedents of relative consumer preference for interpersonal information sources in pre-purchase search. Journal of Consumer Behaviour, 4(5), 307-318. DOI: https://doi.org/10.1002/cb.16
Neuman, W. L. (2013). Social research methods: Pearson new international edition: Qualitative and quantitative approaches. London: Pearson.
Nurhayati-Wolff, H. (2020, April 20). Numer of online shoppers in indonesia in 2017 and 2022 (in millions). Statista. https://www.statista.com/statistics/971411/ indonesia-numberonline-shoppers/
Page-Thomas, K., Moss, G., Chelly, D., & Yabin, S. (2006). The provision of delivery information online: A missed opportunity. International Journal of Retail & Distribution Management, 34(4)/ (5), 258-277. DOI:https://doi.org/10.1108/09590550610660224
Park, S., Chung, S., & Lee, S. (2019). The effects of online product reviews on sales performance: Focusing on number, extremity, and length. The Journal of Distribution Science, 17(5), 85-94. DOI:https://doi.org/10.15722/jds.17.5.201905.85
Pathak, B., Garfinkel, R., Gopal, R.D., Venkatesan, R., & Yin, F.(2010). Empirical analysis of the impact of recommender systems on sales. Journal of Management Information Systems, 27(2), 159-188. DOI:https://doi.org/10.2753/MIS0742-1222270205
Pauwels, K., Leeflang, P.S.H., Teerling, M.L., & Huizingh, K.R.E.(2011). Does online information drive offline revenues? Only for specific products and consumer segments! Journal of Retailing, 87(1), 1-17. DOI:https://doi.org/10.1016/j.jretai.2010.10.001
Raghubir, P. (1998). Coupon value: a signal for the price? Journal of Marketing Research, 35 (3), 316-324. DOI:https://doi.org/10.1177/002224379803500303
Rahman, M.A., Islam, M.A., Esha, B.H., Sulatan, N., & Chakravorty, S. (2018). Consumer buying behavior towards online shopping: An empirical study on Dhaka city, Bangladesh. Cogent Business & Management, 5(1), 1-22. DOI:https://doi.org/10.1080/23311975.2018. 1514940
Sanap, J. (2017). Pros and cons of different sampling techniques. International Journal of Applied Research, 3(7), 749-752.
Shamout, M. D. (2016). The impact of promotional tools on consumer buying behavior in the retail market. International Journal of Business and Social Science, 7 (1), 75-85.
Simanjuntak, M., & Musyifah, I. (2016). Online shopping behavior on generation Y in Indonesia. Global Business &Finance Review, 2 (1), 33-45. DOI: doi:10.17549/gbfr. 2016.21.1.33
Sramova, B. & Pavelka, J. (2018). Gender differences and wellbeing values in adolescent online shopping. International Journal of Retail & Distribution Management, 47(6). DOI:https://doi.org/10.1108/ IJRDM-08-2017-0173
Stoian, C. L., & Tugulea, O. (2016). What are the dimensions of online satisfaction? Review of Economics and Business Studies, 9(2), 45-59.
Thaichon, P. (2017). Consumer socialization process: The role of age in children's online. Journal of Retailing and Consumer Services, 34, 38-47. DOI: https://doi.org/10.1016/j.jretconser.2016.09.007
Vasic, N., Kilibarda, M., & Kaurin, T. (2019). The influence of online shopping determinants on customer satisfaction in the Serbian market. Journal of Theoretical and Applied Electronic Commerce Research, 14(2), 70-89. DOI:http://dx.doi.org/10.4067/S0718-18762019 000200107
Vinerean, S., Luliana, C., Dumitrescu, L., & Tichindelean, M.(2013). The effect of social media marketing on online consumer behavior. International Journal of Business Management, 8(14), 65-79.
Wu, W., Ke, C., & Nguyen, P. (2018). Online shopping behavior in electronic commerce: An integrative model from utilitarian and hedonic perspectives. International Journal of Entrepreneurship, 22(3), 1-16.
Ye, L.R., & Zhang, H. (2014). Sales promotion and purchasing intention: Applying the technology acceptance model in consumer-to-consumer marketplaces. International Journal of Business, Humanities, and Technology, 4(3), 1-5.
Yoo, K., & Gretzel, U. (2011). Influence of personality on travelrelated consumer-generated media creation. Computers in Human Behavior, 27, 609–621. DOI:https://doi.org/10.1016/j.chb.2010.05.002
Zhang, B., & Kim, J. (2013). Luxury fashion consumption in china: Factors affecting attitude and purchase intent. Journal of Retailing and Consumer Services, 20, 68-79. DOI:https://doi.org/10.1016/j.jretconser.2012.10.007