Main Article Content
Abstract
Studi ini bertujuan memetakan literatur ilmiah terkait e-commerce dan consumer behavior melalui pendekatan Systematic Mapping Study (SMS) berbasis data Scopus periode 2012–2025. Sebanyak 410 artikel dianalisis menggunakan VOSviewer dan RStudio untuk menjawab lima pertanyaan utama, yaitu tren publikasi tahunan, distribusi publikasi berdasarkan negara, jurnal sumber utama, penulis dan sitasi teratas, serta kata kunci tematik yang dominan maupun kurang diteliti. Hasil menunjukkan tren publikasi meningkat sebesar 16,76% per tahun, dengan kontribusi utama dari Tiongkok, Indonesia, dan Inggris. Trust, purchase intention, dan social commerce menjadi topik dominan, sementara impulse buyingdan e-commerce platform masih under-researched. Temuan ini memberikan peta ilmiah yang berguna bagi akademisi dan praktisi dalam memahami lanskap riset serta mengidentifikasi peluang penelitian lanjutan di bidang perilaku konsumen digital.
Kata kunci: bibliometrik, e-commerce, perilaku konsumen, scopus, systematic mapping study
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Copyright (c) 2025 KINDAI

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
- Abuali, A., Alrefaei, A. A., Aljohani, S. A., Aloufi, I. N., Ghabban, F., Ameerbakhsh, O., Alfadli, I., Al-Shehri, A. H., Fallatah, N. A., & Younis, H. A. (2024). The impact of e-commerce on traditional businesses in Saudi Arabia. Journal of Service Science and Management, 17(04), 354–366. https://doi.org/10.4236/jssm.2024.174018
- Ardani, W. (2022). Pengaruh digital marketing terhadap perilaku konsumen. Jurnal Tadbir Peradaban, 2(1). https://doi.org/10.55182/jtp.v2i1.102
- Asy'ari, A. H. (2017). Pengaruh Distribusi, Layanan Purna Jual, Citra Merek dan Fanatisme Merek terhadap Keputusan Pembelian Mobil Merek Toyota di Banjarmasin. KINDAI Kumpulan Informasi dan Artikel Ilmiah Manajemen dan Akuntansi, 13(4). https://doi.org/10.35972/kindai.v13i4.156
- Donovan, R. (1994). Store atmosphere and purchasing behavior. Journal of Retailing, 70(3), 283–294. https://doi.org/10.1016/0022-4359(94)90037-X
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
- Galang, N. A., & Jannah, S. S. (2021). Pengaruh fitur E-Commerce terhadap keputusan pembelian konsumen di masa pandemi Covid-19. Mabny : Journal of Sharia Management and Business, 1(02), 166–172. https://doi.org/10.19105/mabny.v1i02.5199
- Gosling, M. de S., Fortes, F. W. T., Lopes, H. E. G., Gosling, I. T. de S., & Meira, K. C. O. (2020). Reservas de hotéis: Atributos importantes em transações on-line dos clientes. Turismo: Visão e Ação, 22(1), 87–114. https://doi.org/10.14210/rtva.v22n1.p87-114
- Gunasekaran, A., Marri, H. B., McGaughey, R. E., & Nebhwani, M. D. (2002). E-commerce and its impact on operations management. International Journal of Production Economics, 75(1–2), 185–197. https://doi.org/10.1016/S0925-5273(01)00191-8
- Hajli, N., & Sims, J. (2015). Social commerce: The transfer of power from sellers to buyers. Technological Forecasting and Social Change, 94, 350–358. https://doi.org/10.1016/j.techfore.2015.01.012
- Hasibuan, N. M., & Indra, A. P. (2023). The influence of product quality and service quality of m-banking on customer satisfaction of bank syariah indonesia with religiosity as a moderating variable. Jurnal Ekonomi, 12(02), 1725–1734. http://ejournal.seaninstitute.or.id/index.php/Ekonomi
- Keele, S. (2007). Guidelines for performing Systematic Literature Reviews in Software Engineering.
- Khotimah, D. R. K. (2021). Economic growth and e-commerce: Potensial for digitizing MSMEs in East Java. East Java Economic Journal, 5(2), 183–203. https://doi.org/10.53572/ejavec.v5i2.69
- Kotler, P., & Keller, K. L. (2009). Manajemen Pemasaran Jilid 1 (12th ed.). Indeks. Jakarta.
- Kosasi, L. P. (2017). Analisis variabel bauran pemasaran yang mempengaruhi keputusan konsumen dalam pembelian kosmetik merk Viva di Banjarmasin. KINDAI, 13(1). https://doi.org/10.35972/kindai.v13i1.71
- Moed, H. F. ., Moed, H. F. /Glänzel, Wolfgan., & Schmoch, Ulrich. (2006). Handbook of Quantitative Science and Technology Research.
- Ness, J. van E., & Waltman, L. (2023). VOSviewer Manual. https://www.vosviewer.com/documentation/manual_vosviewer_1.6.19.pdf (Accessed on August 30, 2024).
- Peter, & Olson. (2013). Perilaku Konsumen dan Strategi Pemasaran (D. T. Dwiandani, Ed.; Edisi Kesembilan). Penerbit Salemba Empat, Jakarta.
- Petersen, K., Feldt, R., Mattsson, M., & Mujtaba, S. (2008). Systematic mapping studies in software engineering. 12th International Conference on Evaluation and Assessment in Software Engineering (EASE) 12, 1–10. https://www.researchgate.net/publication/228350426
- Reinartz, W., Wiegand, N., & Imschloss, M. (2019). The impact of digital transformation on the retailing value chain. International Journal of Research in Marketing, 36(3), 350–366. https://doi.org/10.1016/j.ijresmar.2018.12.002
- Sanny, L., Julianto, T. D., Savionus, S., & Kelena, B. W. bin Y. (2021). Purchase Intention in the Fashion Industry on Local and International E-Commerce in Indonesia. International Journal of Asian Business and Information Management, 13(2), 1–12. https://doi.org/10.4018/IJABIM.20220701.oa4
- Santos, V., Augusto, T., Vieira, J., Bacalhau, L., Sousa, B. M., & Pontes, D. (2022). E-Commerce (pp. 224–244). https://doi.org/10.4018/978-1-6684-5523-4.ch012
- Sartika, D., Ulya, M., Azzahra, F. F., Irnawati, Hidayati, F. N., & Pramono, D. (2024). Fenomena penggunaan e-commerce terhadap perilaku konsumsi mahasiswa. WISSEN : Jurnal Ilmu Sosial Dan Humaniora, 2(3), 335–350. https://doi.org/10.62383/wissen.v2i3.287
- Schiffman, L., & Kanuk, L. L. (2008). Perilaku Konsumen, edisi ketujuh. Indeks.
- Setiawan, A. A., Silaen, Y. E., Andreas, T., & Oktavia, T. (2022). Analysis of intention to use on pay later payment system during covid-19 pandemic. International Journal of Emerging Technology and Advanced Engineering, 12(3), 119–129. https://doi.org/10.46338/ijetae0322_14
- Sulistyawati, U. S., & Munawir. (2024). Membangun keunggulan kompetitif melalui platform E-Commerce: Studi kasus Tokopedia. Jurnal Manajemen Dan Teknologi (JMT), 1(1). https://doi.org/10.35870/jmt.vxix.776
- Tahir, R., Raharja, S. J., & Rosyda, S. S. (2021). Studi pemetaan sistematis perubahan organisasi. AdBispreneur, 6(1), 27. https://doi.org/10.24198/adbispreneur.v6i1.28315
- Turban, E., King, D., Lee, J. K., Liang, T.-P., & Turban, D. C. (2015). Electronic Commerce: A Managerial and Social Networks Perspective. Springer International Publishing. https://doi.org/10.1007/978-3-319-10091-3
- Venkatesh, V., & Morris, M. G. (2000). Why don’t men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior. MIS Quarterly, 24(1), 115–139. https://ssrn.com/abstract=3681106
- Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629
References
Abuali, A., Alrefaei, A. A., Aljohani, S. A., Aloufi, I. N., Ghabban, F., Ameerbakhsh, O., Alfadli, I., Al-Shehri, A. H., Fallatah, N. A., & Younis, H. A. (2024). The impact of e-commerce on traditional businesses in Saudi Arabia. Journal of Service Science and Management, 17(04), 354–366. https://doi.org/10.4236/jssm.2024.174018
Ardani, W. (2022). Pengaruh digital marketing terhadap perilaku konsumen. Jurnal Tadbir Peradaban, 2(1). https://doi.org/10.55182/jtp.v2i1.102
Asy'ari, A. H. (2017). Pengaruh Distribusi, Layanan Purna Jual, Citra Merek dan Fanatisme Merek terhadap Keputusan Pembelian Mobil Merek Toyota di Banjarmasin. KINDAI Kumpulan Informasi dan Artikel Ilmiah Manajemen dan Akuntansi, 13(4). https://doi.org/10.35972/kindai.v13i4.156
Donovan, R. (1994). Store atmosphere and purchasing behavior. Journal of Retailing, 70(3), 283–294. https://doi.org/10.1016/0022-4359(94)90037-X
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
Galang, N. A., & Jannah, S. S. (2021). Pengaruh fitur E-Commerce terhadap keputusan pembelian konsumen di masa pandemi Covid-19. Mabny : Journal of Sharia Management and Business, 1(02), 166–172. https://doi.org/10.19105/mabny.v1i02.5199
Gosling, M. de S., Fortes, F. W. T., Lopes, H. E. G., Gosling, I. T. de S., & Meira, K. C. O. (2020). Reservas de hotéis: Atributos importantes em transações on-line dos clientes. Turismo: Visão e Ação, 22(1), 87–114. https://doi.org/10.14210/rtva.v22n1.p87-114
Gunasekaran, A., Marri, H. B., McGaughey, R. E., & Nebhwani, M. D. (2002). E-commerce and its impact on operations management. International Journal of Production Economics, 75(1–2), 185–197. https://doi.org/10.1016/S0925-5273(01)00191-8
Hajli, N., & Sims, J. (2015). Social commerce: The transfer of power from sellers to buyers. Technological Forecasting and Social Change, 94, 350–358. https://doi.org/10.1016/j.techfore.2015.01.012
Hasibuan, N. M., & Indra, A. P. (2023). The influence of product quality and service quality of m-banking on customer satisfaction of bank syariah indonesia with religiosity as a moderating variable. Jurnal Ekonomi, 12(02), 1725–1734. http://ejournal.seaninstitute.or.id/index.php/Ekonomi
Keele, S. (2007). Guidelines for performing Systematic Literature Reviews in Software Engineering.
Khotimah, D. R. K. (2021). Economic growth and e-commerce: Potensial for digitizing MSMEs in East Java. East Java Economic Journal, 5(2), 183–203. https://doi.org/10.53572/ejavec.v5i2.69
Kotler, P., & Keller, K. L. (2009). Manajemen Pemasaran Jilid 1 (12th ed.). Indeks. Jakarta.
Kosasi, L. P. (2017). Analisis variabel bauran pemasaran yang mempengaruhi keputusan konsumen dalam pembelian kosmetik merk Viva di Banjarmasin. KINDAI, 13(1). https://doi.org/10.35972/kindai.v13i1.71
Moed, H. F. ., Moed, H. F. /Glänzel, Wolfgan., & Schmoch, Ulrich. (2006). Handbook of Quantitative Science and Technology Research.
Ness, J. van E., & Waltman, L. (2023). VOSviewer Manual. https://www.vosviewer.com/documentation/manual_vosviewer_1.6.19.pdf (Accessed on August 30, 2024).
Peter, & Olson. (2013). Perilaku Konsumen dan Strategi Pemasaran (D. T. Dwiandani, Ed.; Edisi Kesembilan). Penerbit Salemba Empat, Jakarta.
Petersen, K., Feldt, R., Mattsson, M., & Mujtaba, S. (2008). Systematic mapping studies in software engineering. 12th International Conference on Evaluation and Assessment in Software Engineering (EASE) 12, 1–10. https://www.researchgate.net/publication/228350426
Reinartz, W., Wiegand, N., & Imschloss, M. (2019). The impact of digital transformation on the retailing value chain. International Journal of Research in Marketing, 36(3), 350–366. https://doi.org/10.1016/j.ijresmar.2018.12.002
Sanny, L., Julianto, T. D., Savionus, S., & Kelena, B. W. bin Y. (2021). Purchase Intention in the Fashion Industry on Local and International E-Commerce in Indonesia. International Journal of Asian Business and Information Management, 13(2), 1–12. https://doi.org/10.4018/IJABIM.20220701.oa4
Santos, V., Augusto, T., Vieira, J., Bacalhau, L., Sousa, B. M., & Pontes, D. (2022). E-Commerce (pp. 224–244). https://doi.org/10.4018/978-1-6684-5523-4.ch012
Sartika, D., Ulya, M., Azzahra, F. F., Irnawati, Hidayati, F. N., & Pramono, D. (2024). Fenomena penggunaan e-commerce terhadap perilaku konsumsi mahasiswa. WISSEN : Jurnal Ilmu Sosial Dan Humaniora, 2(3), 335–350. https://doi.org/10.62383/wissen.v2i3.287
Schiffman, L., & Kanuk, L. L. (2008). Perilaku Konsumen, edisi ketujuh. Indeks.
Setiawan, A. A., Silaen, Y. E., Andreas, T., & Oktavia, T. (2022). Analysis of intention to use on pay later payment system during covid-19 pandemic. International Journal of Emerging Technology and Advanced Engineering, 12(3), 119–129. https://doi.org/10.46338/ijetae0322_14
Sulistyawati, U. S., & Munawir. (2024). Membangun keunggulan kompetitif melalui platform E-Commerce: Studi kasus Tokopedia. Jurnal Manajemen Dan Teknologi (JMT), 1(1). https://doi.org/10.35870/jmt.vxix.776
Tahir, R., Raharja, S. J., & Rosyda, S. S. (2021). Studi pemetaan sistematis perubahan organisasi. AdBispreneur, 6(1), 27. https://doi.org/10.24198/adbispreneur.v6i1.28315
Turban, E., King, D., Lee, J. K., Liang, T.-P., & Turban, D. C. (2015). Electronic Commerce: A Managerial and Social Networks Perspective. Springer International Publishing. https://doi.org/10.1007/978-3-319-10091-3
Venkatesh, V., & Morris, M. G. (2000). Why don’t men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior. MIS Quarterly, 24(1), 115–139. https://ssrn.com/abstract=3681106
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629