Determinants Of Traffic Effectiveness From E-Commerce In Indonesia Before And During The Pandemic

Ignatius Roni  Setyawan; Agustin Ekadjaja; Margarita  Ekadjaja; Wilson Wijaya

doi:10.24912/jm.v27i3.1370

Authors

Ignatius Roni Setyawan Faculty of Economics and Business, Universitas Tarumanagara, Jakarta
Agustin Ekadjaja Faculty of Economics and Business, Universitas Tarumanagara, Jakarta
Margarita Ekadjaja Faculty of Economics and Business, Universitas Tarumanagara, Jakarta
Wilson Wijaya Faculty of Economics and Business, Universitas Tarumanagara, Jakarta

DOI:

https://doi.org/10.24912/jm.v27i3.1370

Keywords: E-Commerce; Ranking App Store; Ranking Play Store; Social Media Visitor; Number Of Employees.

Abstract

This study studies the determining factor for the effectiveness of e-commerce traffic in Indonesia. Four factors influence the level of effectiveness of e-commerce traffic. The first two factors are App Store and Play Store rankings. The next factor is the number of interactions with social media users, such as Twitter, Facebook, and Instagram. The last factor determining the effectiveness of e-commerce traffic is the number of employees from each e-commerce company. Using panel data regression, this study has obtained that the Play Store rank has a more significant effect on the effectiveness of e-commerce traffic than the App Store rank. The other findings are that social media visitors do not affect significantly, while the number of employees has a positive relationship and significantly influences the effectiveness of traffic e-commerce.

Author Biographies

Ignatius Roni Setyawan, Faculty of Economics and Business, Universitas Tarumanagara, Jakarta

ign.s@fe.untar.ac.id

Agustin Ekadjaja, Faculty of Economics and Business, Universitas Tarumanagara, Jakarta

agustine@fe.untar.ac.id

Margarita Ekadjaja, Faculty of Economics and Business, Universitas Tarumanagara, Jakarta

margaritae@fe.untar.ac.id

Wilson Wijaya, Faculty of Economics and Business, Universitas Tarumanagara, Jakarta

wwilsonwijaya82@gmail.com

References

Abbas, S., AL-Abrrow, H., Abdullah, H. O., Alnoor, A., Khattak, Z. Z., and Khaw, K. W. (2021). Encountering COVID-19 And Perceived Stress And The Role Of A Health Climate Among Medical Workers. Current Psychology: A Journal for Diverse Perspectives on Diverse Psychological Issues. Advance online publication https://doi.org/10.1007/s12144-021-01381-8.

Ahuja, V., and Khazanchi, D. (2016). Creation Of A Conceptual Model For Adoption Of Mobile Apps For Shopping From E-Commerce Sites-An Indian Context. Procedia Computer Science, 91.609-616. https://doi.org/10.1016/j.procs.2016.07.152.

Arfaoui, M., and Ben Rejeb, A. (2017). Oil, Gold, US Dollar And Stock Market Interdependencies: A Global Analytical Insight. European Journal of Management and Business Economics, 26(3).278-293. https://doi.org/10.1108/EJMBE-10-2017-016.

Attar, R. W., Shanmugam, M., and Hajli, N. (2021). Investigating The Antecedents Of E-Commerce Satisfaction In Social Commerce Context. British Food Journal, 123(3).106-113. https://doi.org/10.1108/BFJ-08-2020-0755.

Aymen, A., Alhamzah, A., and Bilal, E. (2019). A Multi-Level Study Of Influence Financial Knowledge Management Small And Medium Enterprises. Polish Journal of Management Studies, 19(1).21-31. https://doi.org/10.17512/pjms.2019.19.1.02.

Barroso, R. M. R., Ferreira, F. A. F., Meidutė-Kavaliauskienė, I., Banaitienė, N., Falcão, P. F., and Rosa, Á. A. (2019). Analyzing The Determinants Of E-Commerce In Small And Medium-Sized Enterprises: A Cognition-Driven Framework. Technological and Economic Development of Economy, 25(3). 496-518. https://doi.org/10.3846/tede.2019.9386.

BenRhouma, O., AlZahrani, A., AlKhodre, A., Namoun, A., and Bhat, W. A. (2022). To Sell, Or Not To Sell: Social Media Data-Breach In Second-Hand Android Devices. Information and Computer Security, 30(1).1-20. https://doi.org/10.1108/ICS-03-2021-0038.

Brennan, B. S. (2020). A Convergence Of Mobile Device Application Use And Smart Tourism: A Comparison Of Korean And Non-Korean Smart Tourists. The Journal of Internet Electronic Commerce Research, 20(4). 5-19. https://doi.org/10.37272/jiecr.2020.08.20.4.145.

Chaffey, D., and Hemphill, T. (2019). Digital Business And E-Commerce Management. United Kingdom: Pearson.

Fang, M., Yang, G., Gong, N. Z., and Liu, J. (2018). Poisoning Attacks To Graph-Based Recommender Systems. 381–392. https://doi.org/10.1145/3274694.3274706.

Gavrila Gavrila, S., and De Lucas Ancillo, A. (2022). Entrepreneurship, Innovation, Digitization And Digital Transformation Toward A Sustainable Growth Within The Pandemic Environment. International Journal of Entrepreneurial Behaviour and Research, 28(1).45-66. https://doi.org/10.1108/IJEBR-05-2021-0395.

Muqoddas, A., Yogananti, A. F., and Bastian, H. (2020). Usability User Interface Desain Pada Aplikasi Ecommerce (Comparative Study Of Shopee, Lazada And Tokopedia User Experiences). ANDHARUPA: Journal of Desain Komunikasi Visual and Multimedia, 6(1).73-82. https://doi.org/10.33633/andharupa.v6i1.3194.

Priansa, D. J., and Suryawardani, B. (2020). Effects Of E-Marketing And Social Media Marketing On E-Commerce Shopping Decisions. Journal of Manajemen Indonesia, 20(1).76-82. https://doi.org/10.25124/jmi.v20i1.2800.

Rai, K., Dua, S., and Yadav, M. (2019). Association Of Financial Attitude, Financial Behaviour And Financial Knowledge Towards Financial Literacy: A Structural Equation Modeling Approach. FIIB Business Review, 8(1), 51–60. https://doi.org/10.1177/2319714519826651.

Respatiningsih, H. (2021). The Impact Of E-Commerce On The Marketing Performance Of MSMEs During The Covid-19 Pandemic Mediated By Competitive Advantage. The Impact of E-Commerce on the Marketing Performance of MSMEs During the Covid-19 Pandemic Mediated by Competitive Advantage, 169(Icobame 2020), 166–169. https://doi.org/10.2991/aebmr.k.210311.032.

Saarijärvi, H., Joensuu, J., Rintamaki, T., and Yrjölä, M. (2018). One Person’s Trash Is Another Person’s Treasure: Profiling Consumer-To-Consumer E-Commerce In Facebook. International Journal of Retail and Distribution Management, 46(11/12), 1092-1107. https://doi.org/10.1108/IJRDM-04-2017-0091.

Sarin, P., Kar, A. K., and Ilavarasan, V. P. (2021). Exploring Engagement Among Mobile App Developers – Insights From Mining Big Data In User-Generated Content. Journal of Advances in Management Research, 18(4). 585-608. https://doi.org/10.1108/JAMR-06-2020-0128.

Sholihin, R. (2019). Digital marketing in the 4.0 Era: Strategy And Simple Implementation Of Marketing Activities For Businesses And Businesses. Yogyakarta: Quadrant.

Taher, G. (2021). E-Commerce: Advantages And Limitations. International Journal Of Academic Research In Accounting, Finance And Management Sciences, 11(1). 153-165. https://doi.org/10.6007/ijarafms/v11-i1/8987.

Tamilmani, K., Rana, N. P., Alryalat, M. A. A., Al-Khowaiter, W. A. A., and Dwivedi, Y. K. (2018). Social Media Research In The Context Of Emerging Markets: An Analysis Of Extant Literature From Information Systems Perspective. In Journal of Advances in Management Research, 15(2), 115-129. https://doi.org/10.1108/JAMR-05-2017-0061.

Trudel, R. (2018). Sustainable Consumer Behaviour. Consumer Psychology Review, October 2018, 85–96. https://doi.org/10.1002/arcp.1045.

Wang, F., Wang, M., and Yuan, S. (2021). Spatial Diffusion Of E-Commerce In China's Counties: Based On The Perspective Of Regional Inequality. Land, 10(11). https://doi.org/10.3390/land10111141.

Wibowo, A., Chen, S. C., Wiangin, U., Ma, Y., and Ruangkanjanases, A. (2021). Customer Behaviour As An Outcome Of Social Media Marketing: The Role Of Social Media Marketing Activity And Customer Experience. Sustainability (Switzerland), 13(1). https://doi.org/10.3390/su13010189.

Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Qi Dong, J., Fabian, N., and Haenlein, M. (2021). Digital Transformation: A Multidisciplinary Reflection And Research Agenda. Journal of Business Research, 122(July 2018), 889–901. https://doi.org/10.1016/j.jbusres.2019.09.022.