Analisis Review Produk dan Rating Online terhadap Keputusan Pembelian Fashion di Marketplace Shopee (Studi Kasus Mahasiswa UIGM Tahun 2022 - 2025)
DOI:
https://doi.org/10.33751/jmp.v14i02.221Keywords:
Product Review, Online Rating, Purchase Decision, Shopee, Theory of Planned Behavior.Abstract
This study aims to analyze the effect of product reviews and online ratings on fashion purchase decisions in the Shopee marketplace, using a case study of students at Universitas Indo Global Mandiri (UIGM) from 2022 to 2025. The research employed a quantitative descriptive-associative approach using a survey method with data collected through a Likert-scale questionnaire. Data analysis was conducted using multiple linear regression with IBM SPSS version 26 to examine both partial and simultaneous effects among variables. The results reveal that both product reviews (X₁) and online ratings (X₂) have a positive and significant influence on purchase decisions (Y), both individually and jointly, with a coefficient of determination (R²) of 0,704. These findings confirm that user-generated digital information plays a crucial role in shaping consumer attitudes, perceived behavioral control, and purchasing intentions. Theoretically, this study strengthens the application of the Theory of Planned Behavior (TPB) in explaining digital consumer behavior, while practically, it provides insights for marketplace managers to enhance the credibility of review and rating systems to build consumer trust and loyalty in the digital economy era.
Keywords: Product Review, Online Rating, Purchase Decision, Shopee, Theory of Planned Behavior.
References
Adeoye, M. A. (2023). Review Of Sampling Techniques For Education. Asean Journal For Science Education, 2, 87–94. https://Ejournal.Bumipublikasinusantara.Id/Index.Php/Ajsed
Agustina, S. A., & Transistari, R. (2023). The Effect Of Online Customer Reviews, Online Customer Ratings, And Influencers On Purchase Decisions. Telaah Bisnis, 24(1), 83. https://Doi.Org/10.35917/Tb.V24i1.398
Agustiningsih, L., & Hartati, R. (2023). Pengaruh Promosi, Online Customer Review, Dan Online Customer Rating Terhadap Keputusan Pembelian Produk Makanan Pada Layanan Shopee Food Di D.I Yogyakarta. Cakrawangsa Bisnis: Jurnal Ilmiah Mahasiswa, 4(2), 13. https://Doi.Org/10.35917/Cb.V4i2.451
Ahn, Y., & Lee, J. (2024). The Impact Of Online Reviews On Consumers’ Purchase Intentions: Examining The Social Influence Of Online Reviews, Group Similarity, And Self-Construal. Journal Of Theoretical And Applied Electronic Commerce Research, 19(2), 1060–1078. https://Doi.Org/10.3390/Jtaer19020055
Ajzen, I. (1991). The Theory Of Planned Behavior. Organizational Behavior And Human Decision Processes, 50(2), 179–211. https://Doi.Org/10.1016/0749-5978(91)90020-T
Alfira, R. (2025). The Effect Of Online Customer Review And Rating Dimensions On Purchase Intention In Shopee. International Journal Of Science, Technology & Management, 6(4), 869–879. https://Doi.Org/10.46729/Ijstm.V6i4.1326
Ambartiasari, G., Yusuf, Z., Kasmaniar, Sarboini, & Amri, S. (2025). Pengaruh Rating Dan Online Customer Review Terhadap Keputusan Pembelian Secara Online Pada Marketplace Shopee. Jemsi (Jurnal Ekonomi, Manajemen, Dan Akuntansi), 11(3), 1345–1351.
Amelia, S., Nurhayati, D. M., & Mamang Sangadji, E. M. (2023). Mufakat Pengaruh Kualitas Produk Fashion Dan Persepsi Harga Terhadap Keputusan Pembelian Pada E-Commerce Shopee (Studi Kasus Pada Pendidikan Ekonomi Universitas Pgri Wiranegara Pasuruan). Jurnal Ekonomi, Manajemen Dan Akuntansi, 2(5), 192–201. Http://Jurnal.Anfa.Co.Id/Index.Php/Mufakat
Anggraini, Y. (2024). Pengaruh Attitude, Subjective Norm, Dan Perceived Behavioral Control Terhadap Online Purchase Intention Pada Clothing Brand Lokal Yogyakarta. Jpnm Jurnal Pustaka Nusantara Multidisiplin, 3(1). https://Doi.Org/10.59945/Jpnm.V3i1.280
Anjaya, A., & Dwita, V. (2023). Mms Marketing Management Studies The Impact Of Online Customer Review On Purchase Intention With Trust As A Mediating Variable. Marketing Management Studies, 3(4), 407–417. https://Doi.Org/10.24036/Mms.V3i4.457
Aulia, T. (2025). Analisis Pengaruh Online Customer Review Dan Online Customer Rating Terhadap Keputusan Pembelian Produk Fashion Di Shopee (Studi Kasus Masyarakat Kabupaten Bengkalis)[Politeknik Negeri Bengkalis]. https://Eprints.Polbeng.Ac.Id/Id/Eprint/643
Aziiz, A. K. N., & Zaini, A. (2024). Pengaruh Online Customer Review Dan Online Customer Rating Terhadap Keputusan Pembelian Produk Erigo Di Marketplace Shopee. Jurnal Aplikasi Bisnis, 10(1), 41–47. https://Doi.Org/10.33795/Jab.V10i1.3601
Bestari, N. P. (2025, August 7). Raja Ecommerce Ri Menang Mutlak, Pengunjung Tokopedia Cuma Segini. Cnbc Indonesia. https://Www.Cnbcindonesia.Com/Tech/20250807063506-37-655784/Raja-Ecommerce-Ri-Menang-Mutlak-Pengunjung-Tokopedia-Cuma-Segini
Chen, T., Samaranayake, P., Cen, X., Qi, M., & Lan, Y.-C. (2022). The Impact Of Online Reviews On Consumers’ Purchasing Decisions: Evidence From An Eye-Tracking Study. Frontiers In Psychology, 13. https://Doi.Org/10.3389/Fpsyg.2022.865702
Darsana, N. L. P. A. K. P., & Setiobudi, A. (2025). The Influence Of Perceived Online Reviews Credibility And Importance Towards Intention To Use Online Reviews Of Indonesian Fashion Brand Consumers In Surabaya On Shopee E-Commerce. Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi, 12(2), 599–619. https://Ejournal.Unsrat.Ac.Id/V3/Index.Php/Jmbi/Article/View/61046
Delany, A. E., & Sitio, R. P. (2022). Pengaruh Attitude Toward Behavior, Subjective Norm Dan Perceive Behavioral Control Terhadap Minat Beli Green Product Industri Fashion. Media Ekonomi, 22(1), 1. https://Doi.Org/10.30595/Medek.V22i1.11280
Erlyasari, N., Isnafahrani, L., & Supriono, S. (2024). The Influence Of Online Customer Reviews And Online Customer Ratings On Purchase Decision Of Wardah Products Through The Shopee Marketplace. Jurnal Ecoment Global, 9(2), 150–158. https://Doi.Org/10.36982/Jeg.V9i2.4472
Fauzi, S., & Lina, L. F. (2021). Peran Foto Produk, Online Customer Review Dan Online Customer Rating Pada Minat Beli Konsumen Di E-Commerce. Jurnal Muhammadiyah Manajemen Bisnis, 2(1), 21–26. https://Doi.Org/10.24853/Jmmb.2.1.21-26
Febrianti, N. L., & Islamuddin, I. (2025). Pengaruh Desain Produk Dan Online Customer Rating Terhadap Keputusan Pembelian Pada Market Place Shopee. Jurnal Entrepreneur Dan Manajemen Sains (Jems), 6(2), 597–612. https://Doi.Org/10.36085/Jems.V6i2.8344
Feng, Y., Yin, Y., Wang, D., & Dhamotharan, L. (2022). A Dynamic Ensemble Selection Method For Bank Telemarketing Sales Prediction. Journal Of Business Research, 139, 368–382. https://Doi.Org/10.1016/J.Jbusres.2021.09.067
Fernandes, S., Panda, R., Venkatesh, V. G., Swar, B. N., & Shi, Y. (2022). Measuring The Impact Of Online Reviews On Consumer Purchase Decisions – A Scale Development Study. Journal Of Retailing And Consumer Services, 68, 103066. https://Doi.Org/10.1016/J.Jretconser.2022.103066
Ferolita, A., Elvera, E., & Feriyansyah, A. (2025). Pengaruh Digital Marketing, Rating, Dan E-Wom Terhadap Pembelian Melalui Minat Beli. Jurnal Ilmiah Mahasiswa Perbankan Syariah (Jimpa), 5(2), 639–656. https://Doi.Org/10.36908/Jimpa.V5i2.717
Ghozali, I. (2021). Aplikasi Analisis Multivariate Dengan Program Ibm Spss 26 (10th Ed.). Badan Penerbit Universitas Diponegoro.
Gujarati, D. N., & Porter, D. C. (2020). Basic Econometrics (6th Ed.). Mcgraw-Hill Education.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer On Partial Least Squares Structural Equation Modeling (Pls-Sem) (3rd Ed.). Sage Publications.
Hassan, S., Nadzim, S. Z. A., & Shiratuddin, N. (2015). Strategic Use Of Social Media For Small Business Based On The Aida Model. Procedia - Social And Behavioral Sciences, 172, 262–269. https://Doi.Org/10.1016/J.Sbspro.2015.01.363
Hermawan, I. H. (2024). Pengaruh Online Customer Review, Online Customer Rating, Dan Service Quality Terhadap Purchase Intention Dengan Mediasi Trust Pada Konsumen Di E-Commerce Shopee. Jpek (Jurnal Pendidikan Ekonomi Dan Kewirausahaan), 8(3). https://Doi.Org/10.29408/Jpek.V8i3.28064
Ikhsan, F. M., Yacob, S., Suleman, D., & Sabrina, H. L. (2023). Impact Of Online Customer Reviews And Ratings On Electronic Product Purchases: A Tokopedia Platform Survey Among Productive Age Consumers In Jambi City. Journal Of Business Studies And Management Review, 7(1), 52–57. https://Doi.Org/10.22437/Jbsmr.V7i1.27980
Istinawati, M., & R.A. Nurlinda. (2024). Pengaruh Online Customer Review, Kualitas Produk Dan Kualitas Pelayanan Terhadap Keputusan Pembelian. Maeswara : Jurnal Riset Ilmu Manajemen Dan Kewirausahaan, 2(2), 131–153. https://Doi.Org/10.61132/Maeswara.V2i2.750
Kallmuenzer, A., Baptista, R., Kraus, S., Ribeiro, A. S., Cheng, C.-F., & Westhead, P. (2021). Entrepreneurs’ Human Capital Resources And Tourism Firm Sales Growth: A Fuzzy-Set Qualitative Comparative Analysis. Tourism Management Perspectives, 38, 100801. https://Doi.Org/10.1016/J.Tmp.2021.100801
Kemalasari, P., & Widyasari, S. (2024). Pengaruh Kualitas Produk, Persepsi Harga, Social Media Marketing, Online Customer Review Terhadap Keputusan Pembelian. Kajian Bisnis Sekolah Tinggi Ilmu Ekonomi Widya Wiwaha, 32(2), 133–145. https://Doi.Org/10.32477/Jkb.V32i2.944
Khoirunisa, F., & Nurhayati, S. (2024). Pengaruh Customers Online Review, Customers Online Rating, Dan Harga Produk Terhadap Keputusan Pembelian Melalui Marketplace Shopee. Inobis: Jurnal Inovasi Bisnis Dan Manajemen Indonesia, 7(4), 456–469. https://Doi.Org/10.31842/Jurnalinobis.V7i4.336
Kulesa, J., Induru, S., Hubbard, E., & Bhansali, P. (2024). The Conceptual Framework: A Practical Guide. Hospital Pediatrics, 14(11), E503–E508. https://Doi.Org/10.1542/Hpeds.2024-007794
Kurniawati, M., Cornelius, M. A., & Ramadhan, K. (2024). Implementationtheory Of Planned Behavior On The Purchase Decision Online And Offline. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 18(2), 1590. https://Doi.Org/10.35931/Aq.V18i2.2963
Lase, G. P., & Hikmah, H. (2024). Pengaruh Viral Marketing, Online Customer Review Dan Kepercayaan Terhadap Keputusan Pembelian Produk Fashion Pada Shopee Di Kota Batam. Journal Of Economic, Bussines And Accounting (Costing), 7(5), 71–82. https://Doi.Org/10.31539/Costing.V7i5.11364
Lestari, N., & Patrikha, F. D. (2022). Pengaruh Harga Dan Customer Review Terhadap Keputusan Pembelian Produk Fashion Wanita Di Online Marketplace (Studi Kasus Pada Konsumen Di Surabaya). Jurnal Pendidikan Tata Niaga (Jptn), 10(1), 1635–1642. https://Doi.Org/10.26740/Jptn.V10n1.P1635-1642
Lisa, O., Husna, S., & Sabena, D. (2025). The Effect Of Online Customer Reviews And Ratings On Consumer Purchase Decisions On Shopee E-Commerce. Journal Informatic, Education And Management (Jiem), 8(1), 160–169. https://Doi.Org/10.61992/Jiem.V8i1.200
Magwegwe, F. M., & Shaik, A. (2024). Theory Of Planned Behavior And Fast Fashion Purchasing: An Analysis Of Interaction Effects. Current Psychology, 43(36), 28868–28885. https://Doi.Org/10.1007/S12144-024-06465-9
Mahbob, N. N., Hasim, M. A., & Ishak, M. F. (2023). The Influence Of Perceived Risk Factors On Online Purchase Intention Among Millennials In Malaysia. Information Management And Business Review, 15(3(I)), 50–58. https://Doi.Org/10.22610/Imbr.V15i3(I).3516
Maulidya, V. Z., Oetarjo, M., & Yulianto, M. R. (2025). The Influence Of Brand Image, E-Wom, And Customer Rating On Purchase Decisions On Shopee E-Commerce. Jurnal Ilmiah Manajemen Kesatuan, 13(2), 757–766. https://Doi.Org/10.37641/Jimkes.V13i2.3123
Mulyana, S. (2021). Pengaruh Harga Dan Ulasan Produk Terhadap Keputusan Pembelian Produk Fashion Secara Online Pada Shopee Di Pekanbaru. Jurnal Daya Saing, 7(2), 185–195. https://Doi.Org/10.35446/Dayasaing.V7i2.665
Nainggolan, G. S., & Sijabat, R. (2023). Enrichment: Journal Of Management The Influence Of Perceived Behavioral Control On Online Purchase Intention With Shopping Motivation As The Interventing Variables In Tokopedia. Enrichment: Journal Of Management, 13(5), 2981–2990. https://Doi.Org/https://Doi.Org/10.35335/Enrichment.V13i5.1726
Nainggolan, R. A., & Sitorus, D. H. (2023). Pengaruh Kualitas Produk Dan Review Produk Terhadap Keputusan Pembelian Secara Online Pada Marketplace Shopee Di Kota Batam. Jurnal Ekonomi & Manajemen Indonesia, 23(2), 49–59. https://Doi.Org/10.53640/Jemi.V23i2.1417
Natasya, W. D. P., Musa, M. I., Haeruddin, M. I. W., Hasbiah, S., & Aslam, N. F. (2024). Influence Of Online Customer Review And Online Customer Rating On Purchasing Decision On Shopee E-Commerce. Journal Of Business Management And Economic Development, 2(02), 740–750. https://Doi.Org/10.59653/Jbmed.V2i02.720
Nuraini, O. F., & Fikriah, N. L. (2025). Pengaruh Attitude, Subjective Norms, Perceived Behavior Control Dan Moral Norms Terhadap Purchase Intention Pakaian Thrift: Studi Pada Generasi Z Di Kota Malang. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 7(3). https://Doi.Org/10.47467/Alkharaj.V7i3.6234
Permana, A., & Arianty, N. (2025). Pengaruh Online Customer Review Dan Online Costumer Rating Terhadap Keputusan Pembelian Produk Fashion Dengan Trust Sebagai Variabel Intervening Pada Marketplace Shoppee Di Kota Medan. Jurnal Ekonomi Bisnis, Manajemen Dan Akuntansi (Jebma), 5(2), 553–563. https://Doi.Org/10.47709/Jebma.V5i2.6328
Pramudita, A. S. (2024). How Reviews And Ratings Influence Consumer Purchase Intentions In Indonesian E-Commerce. Jurnal Logistik Bisnis, 14(2). https://Ejurnal.Poltekpos.Ac.Id/Index.Php/Logistik/
Prianika, G. G. P., & Bertuah, E. (2023). The Effect Of Rating, Online Consumer Review And Sales Promotion On Purchase Intention On The Gofood Application. Formosa Journal Of Sustainable Research, 2(3), 565–590. https://Doi.Org/10.55927/Fjsr.V2i3.3477
Priyanto, P., & Juhaeri, J. (2023). Pengaruh Online Review Dan Rating Terhadap Keputusan Pembelian Pada Toko Online Pray Shoes Di Shopee. Jurnal Ilmiah Feasible (Jif), 5(2), 124–129. https://Doi.Org/10.32493/Fb.V5i2.2023.124-129.32568
Purnawati, E., Minhaajurroosyidiin, S., & Id, E. A. (2024). Trust In E-Commerce: How Reviews And Ratings Shape Consumer Confidence Kepercayaan Dalam E-Commerce: Bagaimana Ulasan Dan Penilaian Membentuk Kepercayaan Konsumen. Management Studies And Business Journal (Productivity), 1(12), 2057–2075. https://Journal.Ppipbr.Com/Index.Php/Productivity/Index
Purwianti, L., Jason, J., & Yulianto, E. (2024). The Influence Of Price Value, E-Wom, Subjective Norm, Perceived Behavior Control On Online Purchase Intentions Through Attitude. Mec-J (Management And Economics Journal), 8(3), 265–284. https://Doi.Org/10.18860/Mec-J.V8i3.28891
Puspita, A. T. (2024). Attitude, Subjective Norm, And Perceived Behavioral Control On Halal Food Purchasing Behavior: A Case In Indonesia. Applied Marketing And Sustainability, 1(1). https://Doi.Org/10.58968/Ams.V1i1.403
Putra, M. D. A., Sulaeman, S., & Nasrullah. (2024). Analisis Pengaruh Digital Marketing Dan Kualitas Pelayanan Dalam Menciptakan Kepuasan Konsumen Terhadap Loyalitas Konsumen Dalam Berbelanja Di Market Place. Jurnal Sosial Dan Sains, 4(1), 85–94. https://Doi.Org/10.59188/Jurnalsosains.V4i1.1224
Qin, C., Zhang, C., & Bu, Y. (2021). Exploring The Distribution Regularities Of User Attention And Sentiment Toward Product Aspects In Online Reviews. The Electronic Library, 39(4), 615–638. https://Doi.Org/10.1108/El-11-2020-0324
Rachmiani, R., Kintan Oktadinna, N., & Rachmat Fauzan, T. (2024). The Impact Of Online Reviews And Ratings On Consumer Purchasing Decisions On E-Commerce Platforms. International Journal Of Management Science And Information Technology, 4(2), 504–515. https://Doi.Org/10.35870/Ijmsit.V4i2.3373
Rahayu, A. P., & Aini, Y. N. (2023). Pengaruh Rating Pelanggan Online Dan Gratis Ongkos Kirim Terhadap Keputusan Pembelian Di Platform E-Commerce Shopee. Jurnal Aplikasi Bisnis, 9(2), 74–79. https://Doi.Org/10.33795/Jab.V9i2.3992
Rahmawati, I. N. (2025). Pengaruh Kualitas Produk, Online Customer Review, Dan Online Customer Rating Terhadap Keputusan Pembelian Dengan Kepercayaan Konsumen Sebagai Variabel Mediasi. Jurnal Impresi Indonesia, 4(5), 1799–1818. https://Doi.Org/10.58344/Jii.V4i5.6689
Rakhmawati, I., & Tari, S. (2023). Studi Komparasi Pengaruh Online Rating Dan Online Review Terhadap Keputusan Pembelian Konsumen Pada Online Marketplace (Shopee Dan Tokopedia). Jurnal Bisnis Manajemen Dan Akuntansi (Bismak), 3(1), 34–45. https://Doi.Org/10.47701/Bismak.V3i1.1355
Rawal, P. (2013). Aida Marketing Communication Model: Stimulating A Purchase Decision In The Minds Of The Consumers Through A Linear Progression Of Steps. International Journal Of Multidisciplinary Research In Social & Management Sciences, 1(1), 37–44.
Salim, M., Hayu, R. S., Agustintia, D., Annisa, R., & Daulay, M. Y. I. (2023). The Effect Of Trust, Perceived Risk And E-Service Quality On The Intention To Purchase Of E-Commerce Consumers In Indonesia. Journal Of Madani Society, 2(1), 53–66. https://Doi.Org/10.56225/Jmsc.V2i1.178
Shen, R.-P., Liu, D., Wei, X., & Zhang, M. (2022). Your Posts Betray You: Detecting Influencer-Generated Sponsored Posts By Finding The Right Clues. Information & Management, 59(8), 103719. https://Doi.Org/10.1016/J.Im.2022.103719
Siaputra, H., & Isaac, E. (2020). Pengaruh Attitude, Subjective Norm, Dan Perceived Behavior Control Terhadap Purchase Intention Makanan Sehat Di Crunchaus Surabaya. Jurnal Manajemen Perhotelan, 6(1), 9–18. https://Doi.Org/10.9744/Jmp.6.1.9-18
Sintia, N., Askolani, & Wibawa, G. R. (2024). Pengaruh Online Customer Review Dan Rating Terhadap Keputusan Pembelian Pengguna Marketplace Shopee Di Kota Tasikmalaya. Jurnal Pusat Manajemen, 1(2). https://Doi.Org/10.37676/Jpm.V1i2.554
Sitinjak, T. J. R., & Silvia, V. (2022). Pengaruh Online Customer Review Dan Online Customer Rating Terhadap Keputusan Pembelian. Jurnal Ilmiah Akuntansi Dan Keuangan, 4(8). https://Journal.Ikopin.Ac.Id/Index.Php/Fairvalue
Sjafei, S., Siahaan, B., & Tarigan, A. (2024). Leading To Literature Review For Scientific Research. International Journal Of Research And Innovation In Social Science, Viii(V), 948–957. https://Doi.Org/10.47772/Ijriss.2024.805067
Syabani, A. N., Fylda Perenika, A., & Ramdani, D. (2024). Pengaruh Kualitas Produk Dan Harga Terhadap Keputusan Pembelian Produk Fashion Pada E-Commerce Shopee (Studi Kasus Pada Masyarakat Desa Batuajajar Barat Rw 12). Indonesian Journal Of Economics, 1(7).
Xiao, M., & Myers, P. (2025). Following The Herd: The Influence Of The Bandwagon Heuristic On E-Commerce Shoppers.
Yanti, D., Ningsih, N. K., Ony, J. G., & Suhalim, S. P. (2024). The Influence Of Online Customer Reviews And Online Customer Ratings On Product Purchase Decisions On The Tokopedia Marketplace. Jurnal Pemasaran Kompetitif, 7(2), 241–249. https://Doi.Org/10.32493/Jpkpk.V7i2.40083
Yeni, & Tripermata, L. (2023). Impulsive Buying Dan Harga Diskon Terhadap Minat Beli Konsumen Pada Boutique Yenimirza Palembang. Jurnal Ecoment Global, 8(2), 88–97. https://Doi.Org/10.36982/Jeg.V8i2.3709
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 JURNAL MANAJEMEN PENDIDIKAN

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.







