Kepuasan Pelanggan di Social Commerce: Tinjauan atas Ulasan Konsumen, Kemudahan Transaksi, dan Varian Produk

Didit Darmawan, Eliza Anggie

Abstract


This literature study aims to analyze the role of consumer reviews as electronic word of mouth, transaction convenience in platform architecture, and product variety as a differentiation strategy in shaping customer satisfaction in social commerce. The method used is qualitative library research with a thematic synthesis approach following systematic literature review procedures. The results indicate that consumer reviews function as an information source that reduces uncertainty and builds trust through the collective experiences of other users. Authentic, informative reviews that are responsive to potential buyers' questions reinforce positive perceptions and influence purchasing decisions. Transaction convenience encompasses all aspects of user interaction with the platform, from navigation, access speed, data security, to the availability of payment methods. Well-designed platforms create smooth and enjoyable shopping experiences. Product variety allows consumers to find products that match their specific preferences, creating a sense of personalization that increases satisfaction. These three factors reinforce each other in the unique social commerce ecosystem, where social and commercial aspects combine to create a shopping experience distinct from conventional e-commerce. This study contributes theoretically to enriching consumer behavior literature in the social commerce context and practically provides reflective foundations for business actors, platform developers, and regulators

 


Keywords


consumer reviews; electronic word of mouth; transaction convenience; platform architecture; product variety; customer satisfaction; social commerce

Full Text:

PDF

References


Ahmad, A., Ghani, N. A., & Hamid, S. (2025). Examining the predictors of consumer trust and social commerce engagement: A systematic literature review. Journal of Theoretical and Applied Electronic Commerce Research, 20(3), 247.

Ahmad, S. N., & Laroche, M. (2017). Analyzing electronic word of mouth: A social commerce construct. International Journal of Information Management, 37(3), 202-213.

Al Ghifari, M. F., & Darmawan, D. (2022). Pengaruh kepercayaan merek dan citra merek terhadap minat beli ulang Mie Gacoan di Kota Surabaya. Jurnal Ekonomi dan Bisnis, 12(2), 13-23.

Alfiyah, S., Mardikaningsih, R., & Issalillah, F. (2023). Juridical Analysis of the Responsibility of Cosmetic Manufacturers for the Halal Needs of Muslim Consumers. Bulletin of Science, Technology and Society, 2(2), 44–50.

Ali, R., & Darmawan, D. (2023). Big Data management optimization for managerial decision making and business strategy. Journal of Social Science Studies, 3(2), 139-144.

Ali, R., Wahyu, F. R. M., Darmawan, D., Retnowati, E., & Lestari, U. P. (2022). Effect of electronic word of mouth, perceived service quality and perceived usefulness on Alibaba's customer commitment. Journal of Business and Economics Research, 3(2), 232-237.

Ali, Y. S., Hussin, A. R. C., & Dahlan, H. M. (2020). Electronic Word of Mouth engagement in social commerce platforms: An empirical study. Information Development, 36(3), 438-456.

Aloumi, D., Malik, S., Alkhaldi, A., & Pablos, P. O. de. (2024). Factors Influencing Consumer Interactions With FinTech Services. Advances in Finance, Accounting, and Economics Book Series, 239–258. https://doi.org/10.4018/979-8-3693-5673-9.ch010.

Amin, M. N., Herisasono, A., Mujito, Khayru, R. K., & Zakki, M. (2023). Legal Protection of Consumers in Online Transactions for Counterfeit Halal Products on E-Commerce Platforms. Journal of Social Science Studies, 3(1), 53-58.

An, Y., & Kahn, H. (2023). A Conceptual Review of Online Word of Mouth: Focusing on the Direction and Characteristics of the Message. https://doi.org/10.46775/jgbr.2023.35.1.06.

Anugroh, Y. G., Hardyansah, R., Darmawan, D., Khayru, R. K., & Putra, A. R. (2023). Consumer protection and responsibilities of e-commerce platforms in ensuring the smooth process of returning goods in COD transactions. Journal of Social Science Studies, 3(2), 89-94.

Arifin, S., & Darmawan, D. (2025). A study of product innovation as a catalyst for customer satisfaction and trust. Jurnal Visi Manajemen, 11(1), 203-216.

Arshed, N., & Danson, M. (2015). The literature review. In Research methods for business and management: A guide to writing your dissertation (pp. 31-49). Goodfellow Publishers.

Auliyah, R., & Darmawan, D. (2025). Pengaruh Motivasi, Nilai yang Dirasakan, Hedonisme, dan Suasana Terhadap Niat Berkunjung Kembali Ke Pasar Tradisional Wonokromo Surabaya. Jurnal Manajemen dan Organisasi, 16(2), 130-145.

Aziz, N., Hardyansah, R., Herisasono, A., Khayru, R. K., & Suwito. (2023). Supervisory Structure and Sanctions for Violations of Halal Product Assurance Regulations in Indonesia. Journal of Social Science Studies, 3(2), 39-46.

Bakar, A., & Zakiah, S. (2019). Examining e-satisfaction after service recovery.

Barry, E. S., Merkebu, J., & Varpio, L. (2022). State-of-the-art literature review methodology: A six-step approach for knowledge synthesis. Perspectives on Medical Education, 11(5), 281-288.

Cahyani, Y. B., & Darmawan, D. (2025). Pengaruh Persepsi Resiko Terhadap Minat Membeli Emas. Jurnal Penelitian Multidisiplin Nusantara, 6(1).

Changchit, C., & Klaus, T. (2020). Determinants and Impact of Online Reviews on Product Satisfaction. Journal of Internet Commerce, 19(1), 82–102. https://doi.org/10.1080/15332861.2019.1672135.

Chatterjee, D., & Dhaigude, A. S. (2024). Browse, Read, Shop, Share: Social Commerce And How To Tap It. 2(1), 1–5. https://doi.org/10.59571/mpi.v2i1.1.

Chen, L. (2019). The Impact of the Content of Online Customer Reviews on Customer Satisfaction: Evidence from Yelp Reviews. 171–174. https://doi.org/10.1145/3311957.3359448.

Chen, X., Wu, Y., & Zhong, R. (2022). Optimal marketing channel and strategy in social commerce. Rairo-Operations Research, 56(3), 1203–1221. https://doi.org/10.1051/ro/2022053.

Choudhary, R. K. (2025). Understanding the Role of Online Reviews and Ratings in Consumer Decision-Making. International Scientific Journal of Engineering and Management, 04(06), 1–9. https://doi.org/10.55041/isjem04639.

Darmawan, D. (2019). Kualitas produk, kesadaran merek dan harga serta pengaruhnya terhadap kepuasan pelanggan. Jurnal Administrasi Bisnis, 8(2), 75-88.

Darmawan, D. (2022). Salesperson interaction quality and consumer decisions in online transactions. Journal of Social Science Studies, 2(2), 91-98.

Darmawan, D. (2023). Studi empiris perilaku konsumen Aliexpress: Peran online consumer review, online customer rating, dan persepsi harga terhadap keputusan pembelian impulsif. Jurnal Baruna Horizon, 6(1), 1-13.

Darmawan, D., & Putra, A. R. (2022). Pengalaman pengguna, keamanan transaksi, kemudahan penggunaan, kenyamanan, dan pengaruhnya terhadap perilaku pembelian online secara impulsif. Relasi: Jurnal Ekonomi, 18(1), 26-45.

Darmawan, D., Sari, P. N. L., Jamil, S. A., & Mardikaningsih, R. (2023). Penerapan manajemen strategi: Kontribusi orientasi pasar dan orientasi teknologi terhadap kinerja bisnis UMKM. Journal of Management and Economics Research, 1(2), 64-70.

Djaelani, M., & Darmawan, D. (2021). Dulux Wall Paint Purchase Decision: The Role of Brand Image, Price, and Product Quality on Consumer Behavior of Paint Products. Jurnal Simki Economic, 4(2), 150-160.

Du, Z., Chai, H., Lu, H., Li, L., & Lowry, P. B. (2025). Are negative reviews always helpful? effects of emotional arousal on the usefulness of negative reviews and how merchants should respond. Journal of Business Research, 201, 115740–115740. https://doi.org/10.1016/j.jbusres.2025.115740.

Essa, N. E., & Mardikaningsih, R. (2021). Sustainability Communication through Green Marketing: Strengthening Consumer Awareness and Corporate Environmental Integrity. Journal of Social Science Studies, 1(2), 233-238.

Essa, N. E., & Mardikaningsih, R. (2023). The Strategic Role of Human Resource Management in Building Competencies and Bridging the Skills Gap Towards a Green Economy. International Journal of Service Science, Management, Engineering, and Technology, 4(3), 36-40.

Fahriza, F., & Darmawan, D. (2025). The Effect of Waiting Time, Accessibility, Perception of Risk, Feeling Benefit on the Intention to Reuse Halodoc App. Jurnal Pamator: Jurnal Ilmiah Universitas Trunojoyo, 18(1), 37-47.

Fared, M. A., Darmawan, D., & Khairi, M. (2021). Contribution of E-Service Quality to Repurchase Intention with Mediation of Customer Satisfaction: Study of Online Shopping Through Marketplace. Journal of Marketing and Business Research (MARK), 1(2), 93-106.

Frank, H., & Hatak, I. (2014). Doing a research literature review. In How to get published in the best entrepreneurship journals (pp. 94-117). Edward Elgar Publishing.

Gani, A., & Darmawan, D. (2022). Ethics and Accountability in Artificial Intelligence-Based Managerial Decision Making. Journal of Social Science Studies, 2(1), 147-152.

Gani, A., Darmawan, D., & Irfan, M. (2025). Youth Social Mobility in the Gig Economy and Digital Platform Work. International Journal of Service Science, Management, Engineering, and Technology, 7(1), 35-43.

Giri, R. C., Livanto, M., Ardiansyah, M. R., & Juwitasary, H. (2023). Factors Influencing Customer Purchase Interest in Social Commerce in Indonesia. 397–401. https://doi.org/10.1109/icimtech59029.2023.10277973.

Goraya, M. A. S., Jing, Z., Shareef, M. A., Imran, M., Malik, A., & Akram, M. S. (2021). An investigation of the drivers of social commerce and e-word-of-mouth intentions: Elucidating the role of social commerce in E-business. Electronic Markets, 31(1), 181-195.

Gupta, A., & Gupta, N. (2022). Research methodology. SBPD Publications.

Hakiky, S. F., Mardikaningsih, R., & Issalillah, F. (2023). Juridical Analysis of Halal Certification Provisions for MSMEs in the Act. Journal of Social Science Studies, 3(1), 35-40.

Halizah, S. N., Retnowati, E., Darmawan, D., Khayru, R. K., & Issalillah, F. (2022). Determinants of customer trust: a study on safety, ease-of-use, and perceived usefulness of herbal products of kuku Bima Ener-G. Journal of Trends Economics and Accounting Research, 2(4), 86-92.

Hardyansah, R., & Putra, A. R. (2023). Building Regional Economic Stability Through Effective Legal Protection for Micro, Small, and Medium Enterprises in Indonesia. Journal of Social Science Studies, 3(1), 15-22.

Hardyansah, R., Jahroni, J., Darmawan, D., Arifin, S., & Negara, D. S. (2023). Student interest in becoming customers of Islamic banks in terms of religiosity and product knowledge. International Journal of Service Science, Management, Engineering, and Technology, 4(1), 5-10.

Hidayat, R. T., & Darmawan, D. (2025). Pengaruh Persepsi Risiko Terhadap Keputusan Pengguna Pinjaman Online. Jurnal Penelitian Multidisiplin Nusantara, 6(1), 114-133.

Huang, Z. (2018). The Impact of Usability, Functionality and Sociability Factors on User Shopping Behavior in Social Commerce Design. 303–312. https://doi.org/10.1007/978-3-319-91716-0_23.

Infante, A., & Mardikaningsih, R. (2022). The Potential of Social Media as a Means of Online Business Promotion. Journal of Social Science Studies, 2(2), 45-49.

Irfansyah, M. F., Darmawan, D., & Hardyansah, R. (2024). Implementation of the Principle of Good Faith in Contract Performance. Bulletin of Science, Technology and Society, 3(2), 51-56.

Izza, N., & Darmawan, D. (2025). Pengaruh harga terhadap minat beli makanan: Literature review. Jurnal Enterpreneur dan Bisnis (JEBI), 4(1).

Jahroni, J., & Putra, A. R. (2022). The Role of Product Quality, Price and Promotion Towards Telkomsel Prepaid Card Purchase Decisions. Journal of Science, Technology and Society (SICO), 3(1), 7–14.

Jalali, H., Broeke, M. V. den, & Nieuwenhuyse, I. V. (2022). Platform and product design for markets with quality and feature sensitive customers. International Journal of Production Economics, 244, 108354. https://doi.org/10.1016/J.IJPE.2021.108354.

James, C. (2017). Software Architecture. https://doi.org/10.13140/rg.2.2.35069.67046.

John, M., Tanya, S.-B., & L., C., Cary,. (2020). Differentiation Strategies. https://doi.org/10.6084/m9.figshare.12238985.

Joudeh, J. M. M., Omeish, F., Alharthi, S., Abu-Loghod, N. A., Zamil, A. M. A., & Joudeh, A. H. M. (2024). Exploring the Impact of E-WOM Information via Social Media on Customer Purchasing Decision: A Mediating Role of Customer Satisfaction. Data & Metadata, 3. https://doi.org/10.56294/dm2024.449.

Kamalaveni, M. S., Dinesh, C., Arunmuthukumar, B., Prasath, R., Sudharsan, M., & Vinothkumar, D. (2025). The Influence of Online Customer Reviews and Ratings on Consumer Purchase Decisions: Trust and Credibility Perspectives. https://doi.org/10.4108/eai.28-4-2025.2358091.

Kanani, R., & Glavee-Geo, R. (2021). Breaking the uncertainty barrier in social commerce: The relevance of seller and customer-based signals. Electronic Commerce Research and Applications, 48, 101059. https://doi.org/10.1016/J.ELERAP.2021.101059.

Kansal, S., & Kaushik, V. (2024). Influence of electronic word-of-mouth on consumer behaviour. ShodhKosh Journal of Visual and Performing Arts, 5(6). https://doi.org/10.29121/shodhkosh.v5.i6.2024.3322.

Kemarauwana, M., & Darmawan, D. (2020). Perceived Ease of Use Contribution to Behavioral Intention in Digital Payment. Journal of Science, Technology and Society (SICO), 1(1), 1–4.

Kumar, D. P. (2025). Artificial intelligence in e-commerce: enhancing consumer experience and personalization. https://doi.org/10.5281/zenodo.16406849.

Kuo, Y.-F., & Chen, F.-L. (2020). Social Commerce Research: A Literature Review. https://doi.org/10.1145/3429395.3429405.

Kuo, Y.-F., & Chen, F.-L. (2020). Social Commerce Research: A Literature Review. https://doi.org/10.1145/3429395.3429405.

Lai, T., Zhao, Y., Qian, W., & Zheng, K. (2022). Loyalty-based task assignment in spatial crowdsourcing. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp. 1014-1023).

Lestari, U. P., & Sinambela, E. A. (2022). Keputusan Tempat Pembelian berdasarkan Kualitas Layanan, Suasana Toko, dan Persepsi Harga. Jurnal Ilmiah Satyagraha, 5(2), 87-97.

Ma, Q. (2023). The Benefits of Product Reviews for Brands and Marketers. 40–56. https://doi.org/10.46679/978819573226504.

Malik, A. M. A., Shuib, N., & Hairuddin, H. (2018). Social Commerce Success Factors and Customer Satisfaction: Facebook Brand Page Platform. The International Journal of Academic Research in Business and Social Sciences, 8(11), 1561–1571. https://doi.org/10.6007/IJARBSS/V8-I11/5279.

Mardikaningsih, R. (2023). Strategi Inovasi dan Pemasaran Media Sosial untuk Meningkatkan Keunggulan Kompetitif UMKM di Kota Surabaya. Jurnal Baruna Horizon, 6(2), 58-67.

Mardikaningsih, R. (2024). Implementation of Green Innovation, Supply Chain Management and Technology Capability on Business Performance of Micro, Small and Medium Enterprises. ARRUS Journal of Social Sciences and Humanities, 4(4), 467-480.

Mardikaningsih, R., & Chasanah, U. (2024). Halal Certification: Improving Business Quality with Superior Islamic Ethics. Bulletin of Science, Technology and Society, 2(3), 7–14.

Mardikaningsih, R., & Darmawan, D. (2021). Peranan sistem informasi persediaan terhadap persepsi kemudahan penggunaan, kegunaan yang dirasakan, dan kepuasan pengunjung toko buku. Realible Accounting Journal, 1(1), 43-57.

Mardikaningsih, R., Azizah, E. I., Putri, N. N., Alfan, M. N., & Rudiansyah, M. M. D. H. (2022). Business Survival: Competence of Micro, Small and Medium Enterprises. Journal of Social Science Studies (JOS3), 2(1), 1-4.

Margareta, A., & Darmawan, D. (2025). Pengaruh Keragaman Produk Terhadap Keputusan Membeli dalam Pasar. Jurnal Penelitian Multidisiplin Nusantara, 6(1).

Marsal, A. P., Darmawan, D., & Hardyansah, R. (2025). Product Liability, Defective Goods, and Consumer Compensation in Business Law. Bulletin of Science, Technology and Society, 4(3), 59-68.

Mohajan, H. K. (2018). Qualitative research methodology in social sciences and related subjects. Journal of Economic Development, Environment and People, 7(1), 23-48.

Mujisulistyo, Y. F., Darmawan, D., & Dirgantara, F. (2024). Reconstruction of the Legal Mechanism for Consumer Rights Recovery Regarding Personal Data Leaks in the Financial Technology and E-Commerce Sectors in Indonesia. Journal of Social Science Studies, 4(1), 75-84.

Murthy, D. N. P., Hagmark, P.-E., & Virtanen, S. (2009). Product variety and reliability. Reliability Engineering & System Safety, 94(10), 1601–1608. https://doi.org/10.1016/J.RESS.2009.02.030.

Nahar, M. Z., Al Maghrobi, A., & Darmawan, D. (2025). Pengaruh promosi dan citra merek terhadap minat beli ulang produk KAHF. Jurnal Strategi Bisnis dan Keuangan, 6(3).

Negara, D. S., & Darmawan, D. (2023). Digital Empowerment: Ensuring Legal Protections for Online Arisan Engagements. Bulletin of Science, Technology and Society, 2(2), 13-19.

Oh, H., Jung, J., Park, S., & Kim, S.-W. (2020). A robust reputation system using online reviews. Computer Science and Information Systems, 17(2), 487–507. https://doi.org/10.2298/CSIS191122007O.

Oluwatosin, A. (2024). Privacy Rights, Inference, and User Trust in Digital Platform Services. Journal of Social Science Studies, 4(1), 381-390.

Patwa, N., Gupta, M., & Mittal, A. (2025). Modeling the influence of online communities and social commerce. Global Knowledge, Memory and Communication, 74(7-8), 2777-2794.

Paul, H., & Nikolaev, A. G. (2021). Fake review detection on online E-commerce platforms: a systematic literature review. Data Mining and Knowledge Discovery, 35(5), 1830–1881. https://doi.org/10.1007/S10618-021-00772-6.

Prestyasih, N. I., & Hati, S. R. H. (2025). The Role of Social Commerce Trust and Satisfaction on TikTok Consumer Purchasing Behavior. Jurnal Ilmiah Manajemen Kesatuan, 13(4), 2817–2826. https://doi.org/10.37641/jimkes.v13i4.3455,

Putra, A. R., & Hariani, M. (2024). Harga dan Atribut Produk Serta Pengaruhnya terhadap Minat Beli. Jurnal Ekonomi dan Bisnis, 14(2), 30-37.

Putra, A. R., & Mardikaningsih, R. (2022). Study on employee performance reviewing from leadership, innovative behavior and work engagement. International Journal of Service Science, Management, Engineering, and Technology, 1(3), 4-10.

Putra, A. R., & Wibowo, A. S. (2023). Royalty Fee Arrangement in Franchise Business and its Legal Implication in Indonesia. Journal of Social Science Studies, 3(1), 171-176.

Putra, A. R., Hardyansah, R., & Wibowo, A. S. (2022). Ethical Foundations of Franchisor-Franchisee Relationships and Their Influence on Business Performance Outcomes Across Franchise Systems. Journal of Social Science Studies, 2(2), 279-284.

Putra, A. R., Rudiansyah, M. M. D. H., Darmawan, D., Mardikaningsih, R., & Sinambela, E. A. (2022). Pengaruh Gaya Hidup, Lingkungan Fisik, dan Persepsi Harga Terhadap Loyalitas Pelanggan Lottemart. Jurnal Ekonomi dan Manajemen, 2(1), 71-85.

Putri, A. P. S., & Darmawan, D. (2025). A literature study: The influence of lifestyle on fashion purchasing decisions. Jurnal Manajemen Bisnis dan Terapan, 3(1), 85-96.

Putri, R. F. W., & Darmawan, D. (2023). Determinan keputusan pembelian helm di Kota Surabaya: Harga, citra merek, gaya hidup, dan kualitas produk. Jurnal of Management and Social Sciences, 1(4), 159-171.

Radjawane, L. E., & Mardikaningsih, R. (2022). Building Ethical and Fair Technology: Approaches to Responsible Technology Development and Application. Journal of Social Science Studies, 2(1), 189-194.

Rahayu, P. D., & Darmawan, D. (2025). Pengaruh Harga, Kemudahan Pembayaran, Waktu Tunggu, Kualitas Pelayanan, dan Keamanan Terhadap Niat untuk Menggunakan Kembali Suroboyo Bus. YUME: Journal of Management, 8(2), 1090-1106.

Rahman, A., Darmawan, D., & Saputra, R. (2024). Analysis of Cross-border Payment Regulation and its Impact on Consumers in Indonesia. Bulletin of Science, Technology and Society, 3(2), 23-28.

Ramadhan, M. G., Ramadhani, D., Margareta, A., & Darmawan, D. (2025). Pengaruh Harga terhadap Keputusan Pembelian pada Kosmetik Ms Glow. Master Manajemen, 3(2), 191-204.

Retnowati, E., Lestari, U. P., Mardikaningsih, R., Sinambela, E. A., Darmawan, D., Putra, A. R., & Arifin, S. (2021). The effect of packaging, product variance, and brand equity on Nutella consumer trust. Asian Journal of Management, Entrepreneurship and Social Science, 1(1), 169-180.

Riski, M., & Darmawan, D. (2025). Pengaruh ulasan pelanggan online terhadap keputusan pembelian di Shopeefood. PPIMAN Pusat Publikasi Ilmu Manajemen, 3(1), 40-55.

Safirah, A. N., Rohmi, N. S. B., & Darmawan, D. (2025). Pengaruh Kualitas Produk dan Citra Merek Terhadap Kepuasan Pelanggan Produk Fashion. Jurnal Ilmu Pengetahuan Naratif, 6(2), 120-140.

Sankhla, S., Katiyar, A., & Gupta, V. (2024). The Influence of Online Reviews on Consumer Learning and Purchase Decisions. Deleted Journal, 2(11), 3427–3430. https://doi.org/10.47392/irjaem.2024.0504.

Santos, J. D. (2022). The Role of Social Shopping in the Growth of Social Commerce. https://doi.org/10.56002/ceos.0010ch.

Sari, E. P., Indayani, L., & Abadiyah, R. (2024). Social Media Promotions and Reviews Drive Online Shopping in Indonesia. Indonesian Journal of Innovation Studies. https://doi.org/10.21070/ijins.v25i2.1146.

Setiawan, S., & Sukardi, S. (2022). The Influence of Online Customer Reviews, Online Customer Ratings and Ease of Use on Fashion Product Purchase Decisions on the Shopee Marketplace (Case Study on the Shopee Marketplace User Community in Yogyakarta). https://doi.org/10.4108/eai.10-8-2022.2320911.

Shivani, Gandhi, D., Bhatia, B. S., & Bali, S. (2025). The role of AI-Driven chatbots in enhancing customer experience and facilitating payments in social commerce. Advances in Laser Science-I, 3343, 040077–040077. https://doi.org/10.1063/5.0293198.

Shokouhyar, S., Shokoohyar, S., & Safari, S. (2020). Research on the influence of after-sales service quality factors on customer satisfaction. Journal of Retailing and Consumer Services, 56, 102139. https://doi.org/10.1016/J.JRETCONSER.2020.102139.

Sinambela, E. A., Azizah, R. N., Lestari, U. P., Ernawati, E., & Issalillah, F. (2022). Pengaruh Atribut Produk, Kepercayaan Merek, Negara Asal Terhadap Niat Beli pada Konsumen Minuman Probiotik Yakult. Journal of Trends Economics and Accounting Research, 2(4), 107-113.

Stratton, S. J. (2019). Literature reviews: methods and applications. Prehospital and Disaster Medicine, 34(4), 347-349.

Sulaiman, M., Pakpahan, N. H., & Putra, A. R. (2023). Analysis of the Validity and Effectiveness of Electronic Contracts in Legal Protection of Digital Transactions in Indonesia. Journal of Social Science Studies, 3(1), 41-46.

Sung-Tak, H. (2022). The impact of product variety on consumer demand and firm performance. https://doi.org/10.35065/ibyf4410.

Walliman, N. (2021). Research methods: The basics (3rd ed.). Routledge.

Wang, J. (2023). The Effect of Product Innovation and Product Variations on Consumer Buying Interest. Siber International Journal of Digital Business, 1(1), 25–33. https://doi.org/10.38035/sijdb.v1i1.10.

Wanti, L. P., & Prihantoro, A. (2024). Analysis of Social Commerce Success Using the Expectation Confirmation Model (ECM) Method. Journal of Multimedia Trend and Technology., 3(3), 183–192. https://doi.org/10.35671/jmtt.v4i3.80.

Wibowo, A. S., Darmawan, D., Halizah, S. N., & Mardikaningsih, R. (2023). Optimizing the Principles of Healthy Business Competition and the Role of KPPU for a Fair Economy in the Digital Era. Journal of Social Science Studies, 3(1), 95-100.

Wibowo, A. S., Darmawan, D., Negara, D. S., & Hardyansah, R. (2023). Analysis of Value Added Tax Application on Electronic Commerce Transaction in Digital Economy System in Indonesia. Journal of Social Science Studies, 3(2), 83-88.

Wu, X., Jin, L., & Xu, Q. (2021). Expertise Makes Perfect: How the Variance of a Reviewer’s Historical Ratings Influences the Persuasiveness of Online Reviews. Journal of Retailing, 97(2), 238–250. https://doi.org/10.1016/J.JRETAI.2020.05.006.

Yusuf, M., Izza, N., Naswa, R. A., Maknuun, J., & Darmawan, D. (2025). Pengaruh Word of Mouth (WOM) terhadap Minat Beli Makanan. Pusat Publikasi Ilmu Manajemen, 3(3), 105-118.

Zheng, X., Zhu, S., & Lin, Z. (2013). Capturing the essence of word-of-mouth for social commerce: Assessing the quality of online e-commerce reviews by a semi-supervised approach. Decision Support Systems, 56, 211-222.

Zhou, L., Wang, W., Xu, J. (David), Liu, T., & Gu, J. (2018). Perceived information transparency in B2C e-commerce: An empirical investigation. Information & Management, 55(7), 912–927. https://doi.org/10.1016/J.IM.2018.04.005.




DOI: https://doi.org/10.52364/synergy.v6i1.95

Refbacks

  • There are currently no refbacks.


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