E-Commerce Features Influence Purchase Decisions in the Digital Era in Jabodetabek
(Shopee and TikTok Shop Case Study)
Abstract
This study aims to analyze the effect of Live Streaming, Affiliate Marketing, Free Shipping, and Paylater features on digital consumers' purchase decisions in the Jabodetabek area. The rapid growth of e-commerce, particularly on Shopee and TikTok Shop platforms, has encouraged the utilization of various digital features as marketing strategies. However, previous studies have shown mixed results regarding the effectiveness of these features, indicating the need for further empirical investigation. This research employs a quantitative approach using a survey method involving 215 respondents who are digital consumers of Shopee and TikTok Shop and have made at least three purchases within the last six months. Data analysis was conducted using validity and reliability tests, descriptive analysis, classical assumption tests, and multiple linear regression analysis with SPSS software. The results indicate that Affiliate Marketing and Free Shipping have a positive and significant effect on purchase decisions, with Free Shipping identified as the most dominant factor. Meanwhile, Live Streaming and Paylater do not show a significant effect on purchase decisions. These findings suggest that digital consumers' purchase decisions in the Jabodetabek area are more strongly influenced by creator recommendations and price-related incentives than by interactive features or payment convenience. This study is expected to contribute academically to consumer behavior research and provide practical insights for e-commerce practitioners in designing effective feature strategies.
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References
Ali, R. S., Mulyana, A., & Lisnawati, W. (2025). Pengaruh Live Streaming , Online Review, dan Fear Of Missing Out ( FOMO ) Terhadap Keputusan Pembelian Produk Glad2glow Di Platform Tiktok Perspektif Perilaku Israf. 4(3), 492–532.
Alifatuzzuhroh, R., Suharto, A., & Rahayu, J. (2025). Pengaruh Lifestyle Shopping, Price, Dan Affiliate Marketing Terhadap Keputusan Pembelian Pada Toko E-commerce TikTok. Dinamika Kreatif Manajemen Strategis, 7(1), 48–62.
APJII. (2025). Survei Penetrasi Internet Dan Perilaku Penggunaan Internet Sebagai perwakilan Pengurus APJII 2025. Asosiasi Penyelenggara Jasa Internet Indonesia, 15.
Ardila, S. (2024). Jmsab 343. Pengaruh E-Service Quality, Live Streaming Shopping Dan Flash Sale Terhadap Keputusan Pembelian Produk Fashion Pada Platform Shopee, 7(2), 343–356.
Chandraa, M., Sukmaningsih, D. W., & Sriwardiningsih, E. (2024). ScienceDirect ScienceDirect ScienceDirect. Procedia Computer Science, 234(2023), 987–995. https://doi.org/10.1016/j.procs.2024.03.088
Cooper, D. R., & Schindler, P. S. (2017). Business Research Methods (13th Editi). McGraw-Hill Education.
Dave Chaffey, F. E. C. (2022). Digital Marketing Eight Edition.
Digital, P. K., & Saku, B. (2023). Konsumen Cerdas. Perkumpulan PRAKARSA.
Dr. M. Anang Firmansyah, SE., M. (2019). Buku Pemasaran Produk dan Merek. Buku Pemasaran Produk Dan Merek, August, 1–337.
Elsholiha, H. D., Najib, M. F., Amalia, F. A., & Bandung, P. N. (2023). The Influence of Live-Streaming Shopping Activities on Attitude Toward Purchase Intention. 2, 110–129.
Erlina Putri Febriani1, T. S. 2. (2023). Pengaruh Brand Image Dan Live Streaming Marketing Di Tiktok Terhadap Keputusan Pembelian Produk Somethinc. 9(November), 290–303.
Faisal, M. I., Hartoyo, H., & Yuliati, L. N. (2025). Pengaruh Live Streaming dan E-Service Quality terhadap Keputusan Pembelian Produk Fast Fashion Generasi Z di E-Commerce Shopee. Syntax Literate ; Jurnal Ilmiah Indonesia, 10(3), 3332–3347. https://doi.org/10.36418/syntax-literate.v10i3.57945
Ghozali. (2021). ( HD Ia Penerbit Universitas Diponegoro.
Guo, J., & Li, and L. (2022). Exploring the Relationship Between Social Commerce Features and Consumers ’ Repurchase Intentions : The Mediating Role of Perceived Value. 12(March). https://doi.org/10.3389/fpsyg.2021.775056
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate Data Analysis (Sixth Edition). In Gedrag & Organisatie (Vol. 19, Issue 3). https://doi.org/10.5117/2006.019.003.007
Hardianawati. (2023). Affiliated Marketing Content In Shopee Through Tiktok Media 1 Introduction Marketing tools play a crucial role in facilitating the sale of goods and services to consumers . The significance of this process has led to the development of various marketing s. RGSA –Revista de Gestão Social e AmbientalI, 17, 1–12.
Hartarin, C. P., Dewi, A. M., & Program, S. (2025). ProBisnis : Jurnal Manajemen The Effect of Live Streaming , Discounts , and Free Shipping on the Decision to Purchase Fashion Products on The Shopee Application among Students of The Solo Christian University of Technology. 16(2), 76–84.
Huang, Z., & Benyoucef, M. (2013). Electronic Commerce Research and Applications From e-commerce to social commerce : A close look at design features. Electronic Commerce Research and Applications, 12(4), 246–259. https://doi.org/10.1016/j.elerap.2012.12.003
Husna, F. (2023). Get It Fast, Pay It Later: Analysis of Paylater Features as A Support of The Generation Z Lifestyle. Edueksos Jurnal Pendidikan Sosial & Ekonomi, 12(01), 71–83. https://doi.org/10.24235/edueksos.v12i01.13313
IAB Affiliate Marketing Handbook. (2016). Affiliate Marketing Handbook. October.
Isbahi, M. B., Zuana, M. M. M. ., & Mariana, E. R. . (2022). The Technology Strategy in Website Communication Media in Improving Business Activities. Majapahit Journal of Islamic Finance and Management, 1(2), 126–138. https://doi.org/10.31538/mjifm.v1i2.17
Józsa, K., & Morgan, G. A. (2017). Reversed Items In Likert Scales : Filtering Out Invalid Responders. 25(30), 7–25.
Judijanto, L. (2025). LIVE STREAMING MARKETING TREND.
Katadata. (2025). E-Commerce yang Sering Diakses Masyarakat Indonesia pada 2025. Databoks Katadata.
Kemendag. (2024). Perdagangan Digital (E-Commerce) Indonesia Periode 2023 Pusat Data dan Sistem Informasi. 1–8.
Kementrian keuangan. (2024). Paylater.
Koranti, K., Noviyana, S., & Anjar Ramadhona, N. (2024). Determinan Keputusan Pembelian Pengguna E-Commerce Tiktok Shop: Digital Marketing, Fitur Live Streaming, Online Customer Review, Content Marketing. Journal of Trends Economics and Accounting Research, 5(2), 182–191. https://doi.org/10.47065/jtear.v5i2.1487
Kotler, P., & Keller, K. L. (2022). Marketing Management (16e ed.).
Kurniawati, D., Saleh, S., & Ramadiah, V. (2024). Pengaruh Shopee Affiliate Program Terhadap Minat Beli Dan Keputusan Pembelian (Studi Kasus Pada Mahasiswa UIR). 5(2), 8024–8032.
Laudon, K. C., & Traver, C. G. (2023). 0. E-Commerce Laudon Traver.
Lubis, N., Ainul Yusna Harahap, Rahmad Tantawi, Nuri Aslami, & Tina Novianti Sitanggang. (2024). Dampak Perkembangan Ekonomi Digital terhadap Pertumbuhan Sektor E-commerce di Indonesia: Perspektif Teknologi, Konsumen, dan Regulasi. Jurnal Penelitian Ekonomi Akuntansi (JENSI), 8(2), 348–259. https://doi.org/10.33059/jensi.v8i2.10649
Marpaung, I. (2022). Pengaruh Iklan , Sistem Cod , Dan Promo Gratis Ongkir Terhadap Keputusan Pembelian Pada Tiktokshop ( Studi Kasus Pada Mahasiswa Uin Sumatera Utara )Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi ( Jmbi Unsrat ) 9(3), 1477–1491.
Maulidina, Z., & Hidayati, A. (2023). The Role Of Tiktok Live Streaming Commerce On Purchase Intention : Insight From Stimulus-Organism-Response ( Sor ) Framework. 9(1), 79–90. https://doi.org/10.34203/jimfe.v9i1.6570
Nugraha, A. (2025). Pengaruh Affiliate Marketing Dan Online Customer Review Terhadap Purchase Decision Melalui Customer Trust Pada Produk Skincare Di Jabodetabek The Influence Of Affiliate Marketing And Online Customer Reviews On Purchase Decisions Through Customer Trust In Skincare Products In Jabodetabek. 16(2), 198–214. https://doi.org/10.29244/jmo.v16i2.57722
OJK indonesia. (2022). Paylater.
Palmi, M., Mieh, L., Oghazi, P., Parida, V., & Wincent, J. (2022). Technological Forecasting & Social Change The evolution of the digital service ecosystem and digital business model innovation in retail : The emergence of meta-ecosystems and the value of physical interactions. 177(June 2021). https://doi.org/10.1016/j.techfore.2022.121496
Populix. (2024). Indonesia Live Commerce Report.
Putri, N. A., & Pardede, R. P. (2023). Pengaruh Risiko Kredit, Risiko Likuiditas Dan Risiko Operasional Terhadap Profitabilitas Bank BUMN Periode 2013-2020. Jurnal Ilmiah Akuntansi Kesatuan, 11(2), 85–94.
Rahman, T., & Hapsah, L. S. (2025). Panduan Praktis Bisnis Digital.
Razali, G., Andamisari, D., Saputra, J., & Komunikasi, P. M. (2022). Pengaruh Promosi Diskon Dan Gratis Ongkir. 2(3), 482–491.
Salmaningrum, D., Kodir, A. A., & Ramadhan, F. (2024). Pengaruh Program Live Streaming Terhadap Minat Beli Konsumen pada E-Commerce Shopee. 3(6), 8139–8144.
Sari, P., Palah, J. M., & Ambarwati, P. (2023). Keputusan Pembelian Pengguna E-commerce Tiktok Shop: Daya Tarik Konten, Gratis Ongkos Kirim dan Harga Flash Sale sebagai Pemicu. EKOMABIS: Jurnal Ekonomi Manajemen Bisnis, 4(01), 85–100. https://doi.org/10.37366/ekomabis.v4i01.260
Simarmata, H. M. P., Revida, E., Kato, I., & et.al. (2021). Manajemen Perilaku Konsumen dan Loyalitas. In Yayasan kita menulis.
Sinaga, S. M., & Rochdianingrum. (2023). Pengaruh Live Streaming , Online Customer Review , Dan Kualitas Produk Terhadap Keputusan Pembelian Produk Skincare Di Shopee marketplace adalah sebuah platform elektronik untuk pemasaran produk di mana banyak pembeli dan penjual berkumpul untuk berintera.
Sofian Lusa, Onno W. Purbo, T. L. (2025). Peran e-Commerce dalam Mendukung Ekonomi Digital Indonesia.
Tiara Ratnaningrum, Rina Dewi, Bambang Karnain, Harsono Teguh Santoso, & Achmad Daengs GS. (2024). Pengaruh Belanja Online dan Fitur Paylater Shopee Terhadap Perilaku Konsumtif Masyarakat Di Kota Surabaya. Jurnal Mahasiswa Manajemen Dan Akuntansi, 3(2), 91–106. https://doi.org/10.30640/jumma45.v3i2.2956
Tjiptonon, F. U. S. (2018). Strategi Pemasaran dalam Perspektif Perilaku Konsumen.
Wicaksana, A. H. (2024). Pengaruh Viral Marketing , Influencer Marketing dan Live Streaming Shopping terhadap Keputusan Pembelian pada TikTok Shop di Kota Semarang. 2(7), 69–78.
Yulistiyani, N., Afwa, A., & Puspita, A. (2024). Pengaruh Promo Gratis Ongkos Kirim Dan Online Costumer Review Terhadap Keputusan Pembelian Pada Event Tanggal Kembar Shopee Di Pekanbaru. Nanda Yulistiyani Universitas Islam Riau Awliya Afwa Universitas Islam Riau Adella Puspita Universitas Islam Riau Abst. 18(1), 20–37.
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