Winning customers in platform economy: Captivating online reviews, online ratings, and e-service quality

Authors

  • Farid Subkhan Perbanas Institute Jakarta

DOI:

https://doi.org/10.53088/jmdb.v6i3.2977

Keywords:

E-service Quality, Online Ratings, Online Reviews, Platform Economy, Purchasing Decisions

Abstract

This research analyzed and provided a clear picture of how online reviews, online ratings, and e-service quality variables influence customers' purchasing decisions in platform economies such as GoFood, GrabFood, and ShopeeFood. The study used a quantitative research approach, employing non-probability sampling to collect data from 150 participants in Jakarta, Bandung, Surabaya, Semarang, and Medan. The analysis was conducted using a probit regression model with SPSS and the R analytical tool. Results from the study reveal that online ratings and e-service quality play a significant role in usage decisions towards the platform economy, while online reviews do not. The three variables collectively have a significant impact on consumers' usage decisions in the digital platform economy. The results of this research are beneficial for companies in the food delivery platform economy in formulating initiatives to refine service performance and encourage active customer participation. Further research is recommended using a qualitative method to provide an in-depth analysis of customer expectations, attitudes, and behaviors regarding these three variables.

References

Ardianti, A. N., & Widiartanto, M. A. (2019). Pengaruh Online Customer Review dan Online Customer Rating terhadap Keputusan Pembelian melalui Marketplace Shopee . Jurnal Ilmu Administrasi Bisnis, 1–11. https://doi.org/10.14710/jiab.2019.23656

Arief, M., Mustikowati, R. I., & Chrismardani, Y. (2023). Why Customers Buy an Online Product? The Effects of Advertising Attractiveness, Influencer Marketing and Online Customer Reviews. LBS Journal of Management & Research, 21(1), 81–99. https://doi.org/10.1108/lbsjmr-09-2022-0052

Ashiq, R., & Hussain, A. (2024). Exploring The Effects of E-Service Quality and E-Trust on Consumers’ E-Satisfaction and E-Loyalty: Insights from Online Shoppers in Pakistan. Journal of Electronic Business & Digital Economics, 3(2), 117–141. https://doi.org/10.1108/jebde-09-2023-0019

Audria, N., & Batu, R. L. (2022). Pengaruh Online Customer Review dan E-Service Quality Terhadap Keputusan Pembelian pada Toko Online Lazada. Value, 17(1), 35–47. https://doi.org/10.32534/jv.v17i1.2571

Bougie, R., & Sekaran, U. (2025). Research Methods for Business: A Skill-Building Approach (9th ed.). John Wiley & Sons.

Demir, A., Maroof, L., Sabbah Khan, N. U., & Ali, B. J. (2020). The Role of E-Service Quality in Shaping Online Meeting Platforms: A Case Study from Higher Education Sector. Journal of Applied Research in Higher Education, 13(5), 1436–1463. https://doi.org/10.1108/JARHE-08-2020-0253

Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2019). Re-Examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model. Information Systems Frontiers, 21, 719–734. https://doi.org/10.1007/s10796-017-9774-y

Gupron. (2020). Analisis Kepuasan Konsumen melalui E-Service Quality terhadap Keputusan Pembelian Daring di Aplikasi Bukalapak.com (Studi pada Mahasiswa Universitas Batanghari Jambi). Jurnal Manajemen Pendidikan Dan IImu Sosial, 1(2), 506–515. https://doi.org/10.38035/JMPIS

Hartono, C., Silintowe, Y. B. R., & Huruta, A. D. (2021). The Ease of Transaction and E-Service Quality of E-Commerce Platform on Online Purchasing Decision. BISMA (Bisnis Dan Manajemen), 13(2), 81. https://doi.org/10.26740/bisma.v13n2.p81-93

Hoang, C. C., & Khoa, B. T. (2024). The Impact of Review and Rating on Customer Experience in Electronic Marketplaces. Business Management, 2024(2), 5–21. https://doi.org/10.58861/tae.bm.2024.2.01

Illescas-Manzano, M. D., Martínez-Puertas, S., & Sánchez-Pérez, M. (2022). The moderating effect of agglomeration on horizontal differentiation and online reviews: the case of Paris hotels. European Journal of Management and Business Economics, 31(2), 141–159. https://doi.org/10.1108/EJMBE-05-2021-0154

Kim, Y. J., & Kim, H. S. (2022). The Impact of Hotel Customer Experience on Customer Satisfaction through Online Reviews. Sustainability (Switzerland), 14(2), 1–13. https://doi.org/10.3390/su14020848

Ko, H.-C., & Chang, Y.-T. (2023). The Factors Affecting Consumers’ Continuance Intention to Use Online Food Delivery Platforms: A Service Quality Perspective. 13th International Workshop on Computer Science and Engineering, WCSE 2023, 282–288. https://doi.org/10.18178/wcse.2023.06.042

Kostyk, A., Niculescu, M., & Leonhardt, J. M. (2017). Less is More: Online Consumer Ratings’ Format Affects Purchase Intentions and Processing. Journal of Consumer Behaviour, 16(5), 434–441. https://doi.org/10.1002/cb.1643

Kusawat, P., & Teerakapibal, S. (2024). Cross-Cultural Electronic Word-of-Mouth: A Systematic Literature Review. Spanish Journal of Marketing - ESIC, 28(2), 126–143. https://doi.org/10.1108/SJME-06-2021-0116

Kusuma, I. S. H. (2023). Pengaruh Online Customer Review terhadap Keputusan Pembelian pada Marketplace Shopee di Kalangan Mahasiswa Kota Bandung. International Journal Administration Business and Organization, 4(2), 31–39. https://doi.org/10.61242/ijabo.23.266

Lestari, W., Lukitaningsih, A., & Hutami, L. T. H. (2022). Pengaruh Online Customer Review, Online Customer Rating, dan Price Consciousness terhadap Keputusan Pembelian. Al-Kharaj : Jurnal Ekonomi, Keuangan & Bisnis Syariah, 5(6), 2358–2368. https://doi.org/10.47467/alkharaj.v5i6.2306

Macheka, T., Quaye, E. S., & Ligaraba, N. (2023). The Effect of Online Customer Reviews and Celebrity Endorsement on Young Female Consumers’ Purchase Intentions. Young Consumers. https://doi.org/10.1108/YC-05-2023-1749

Maffett, M. G., & Brusa, J. O. (2023). The Effect of Online Advertising on Consumer Buying Interest in Online Selling Applications with Customer Satisfaction as an Intervening Variable (Case Study of Medical Doctor and Nurses in Chicago). Medical Research, Nursing, Health and Midwife Participation, 01(04), 96–102. https://doi.org/10.59733/medalion.v3i4.63

Mariana, S. R., & Susilowati, H. (2025). Pembelian Impulsif di Era Digital: Peran Live Streaming, Content Marketing, dan Ulasan Pelanggan Online pada Pengguna Shopee. Journal of Management and Digital Business, 5(2), 595–208. https://doi.org/10.53088/jmdb.v5i2.1776

Momentum Works. (2024). Presentase Nilai Transaksi Layanan Pesan Antar Makanan di Indonesia. Momentum Works. https://thelowdown.momentum.asia/shopeefood-overtakes-gojek-in-food-delivery/

Ngadimen, A. N., & Widyastuti, E. (2021). Pengaruh Social Media Marketing, Online Customer Review, dan Religiusitas terhadap Keputusan Pembelian Konsumen Shopee di Masa Pandemi Covid-19 dengan Minat Beli sebagai Variabel Intervening. Journal of Management and Digital Business, 1(2), 122–134. https://doi.org/10.53088/jmdb.v1i2.134

Noviani, Sheren, R., & Siswanto, T. (2022). Pengaruh Online Consumer Review, Rating, dan Persepsi Harga terhadap Keputusan Pembelian Konsumen Milenial Marketplace Shopee di Jakarta Selatan. Jurnal Inovasi Manajemen Bisnis, 1(1), 17–28. https://ojs.itb-ad.ac.id/index.php/JIMB/article/view/1698

Nurhabibah, S., Savitri, C., & Faddila, S. P. (2022). The Effect of Online Customer Review and Online Customer Rating on Purchase Decisions at Copyright Grafika Store. Jurnal Ekonomi, 11(01), 221–228. https://ejournal.seaninstitute.or.id/index.php/Ekonomi/article/view/225

Park, J., Li, X., Li, Q., & Kim, J. (2023). Impact on Recommendation Performance of Online Review Helpfulness and Consistency. Data Technologies and Applications, 57(2), 199–221. https://doi.org/10.1108/DTA-04-2022-0172

Pasi, L. N. K., & Sudaryanto, B. (2021). Analisis Pengaruh Online Customer Reivews dan Kualitas Pelayanan Terhadap Keputusan Pembelian Dengan Kepercayaan Sebagai Variabel Intervening. Diponegoro Journal of Management, 10(3), 1–12. https://ejournal3.undip.ac.id/index.php/djom/article/view/32369

Putra, M. D. A., & Parmariza, Y. (2021). Pengaruh E-Service Quality, Kepercayaan dan Persepsi Resiko terhadap Keputusan Pembelian Menggunakan Gopay. Jurnal Doktor Manajemen (JDM), 4(2), 164. https://doi.org/10.22441/jdm.v4i2.12951

Rahman, T., & Wijayanti, R. F. (2023). Pengaruh E-Service Quality Dan Price Discount Terhadap Keputusan Pembelian Di Marketplace Shopee. Jurnal Ilmu Manajemen (JIMMU), 8(2), 232–239. https://doi.org/10.33474/jimmu.v8i2.20558

Rahmawati, A. I. (2021). Pengaruh Online Customer Review, Online Customer Rating dan Kepercayaan Terhadap Keputusan Pembelian Online (Studi Kasus Pada Mahasiswa FEB Universitas PGRI Semarang). Jurnal Ilmiah Manajemen Bisnis Dan Ekonomi Kreatif, 1(1), 18–23. https://doi.org/10.26877/jibeka.v1i1.3

Ramadhani, R. P., & Fadli, U. M. D. (2024). Pengaruh Online Customer Review Terhadap Keputusan Pembelian Produk Wardah Beauty di Kalangan Mahasiswa UBP Karawang. Madani: Jurnal Ilmiah Multidispline, 2(7), 478–486. https://doi.org/10.5281/zenodo.12728741

Rijkiya, A. F., Hayati, C., & Masyhuri, M. A. (2025). Persepsi Kemudahan, Manfaat, dan Kepercayaan dalam Keputusan Penggunaan OVO oleh Generasi Z di Kota Surabaya. Journal of Management and Digital Business, 5(3), 855–871. https://doi.org/10.53088/jmdb.v5i3.2079

Rita, P., Oliveira, T., & Farisa, A. (2019). The Impact of E-Service Quality and Customer Satisfaction on Customer Behavior in Online Shopping. Heliyon, 5(10), e02690. https://doi.org/10.1016/j.heliyon.2019.e02690

Ruslim, T. S. (2025). Understanding Revisit Intention among Gen Z in Bali Tourism: The Role of Service Quality, Perceived Risk, and Satisfaction. Journal of Management and Digital Business, 5(3), 745–762. https://doi.org/10.53088/jmdb.v5i3.1909

Setyowati, D., & Suryoko, S. (2020). Pengaruh E-Service Quality terhadap Keputusan Pembelian melalui E-Tust sebagai Variabel Mediasi (Studi pada Pengguna Situs BukaLapak di Kota Semarang). Jurnal Ilmu Administrasi Bisnis, 9(1), 251–260. https://doi.org/10.14710/jiab.2020.26331

Shaddai, E., & Pustap, S. (2020). Analysis of Online Consumer Review and Online Consumer Rating to Consumer Trust and Purchase Decision on E-Commerce Jakmall.Com. International Journal of Innovative Science and Research Technology, 5(2), 181–189. https://ijisrt.com/analysis-of-online-consumer-review-and-online-consumer-rating-to-consumer-trust-and-purchase-decision-on-ecommerce-jakmallcom

Sianipar, F. A. H., & Yoestini. (2021). Analisis Pengaruh Customer Review dan Customer Rating terhadap Keputusan Pembelian Produk di Online Marketplace (Studi Pada Mahasiswa Pengguna Tokopedia di Kota Semarang). Diponegoro Journal of Management, 10(1), 1–9. https://ejournal3.undip.ac.id/index.php/djom/article/view/32431

Subkhan, F., Maarif, M. S., Rochman, N. T., & Nugraha, Y. (2024a). Digital Economy: Reinforcing Competitive Economy of Smart Cities, A Fuzzy-AHP Approach. IEEE - 11th International Conference on ICT for Smart Society: Integrating Data and Artificial Intelligence for a Resilient and Sustainable Future Living. https://doi.org/10.1109/ICISS62896.2024.10751367

Subkhan, F., Maarif, M. S., Rochman, N. T., & Nugraha, Y. (2024b). Reformulating Digital Economy to Drive Economic Competitiveness of Smart Cities: SSM-Based Action Approach. International Journal of Economics and Management (IJEM), 18(January), 1–17. https://doi.org/10.15408/etk.v24i1.39224

Subkhan, F., Maarif, M. S., Rochman, N. T., & Nugraha, Y. (2025). Orchestrating Digital Economy to Foster Economic Resilience of Smart Cities: The Soft System Approach. Etikonomi, 24(1), 315–334. https://doi.org/10.15408/etk.v24i1.39224

Sugiyono. (2019). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Alfabeta.

Tampubolon, E. P., Dewi, R. S., & Wijayanto, A. (2024). Pengaruh E-Service Quality, Online Customer Review dan Harga terhadap Keputusan Pembelian secara Online pada Marketplace Lazada di Kota Semarang. Jurnal Ilmu Administrasi Bisnis, 13(1), 40–48. https://doi.org/10.14710/jiab.2024.40024

Taufiq, Y. M., Cahya, H. N., Aryanto, V. D. W., & Anomsari, A. (2025). Promosi Digital, Daya Tarik Iklan, Citra Merek, dan Strategi Tagline Gratis Ongkir dalam Mendorong Keputusan Pembelian Generasi Z di Tokopedia. Journal of Management and Digital Business, 5(2), 647–668. https://doi.org/10.53088/jmdb.v5i2.1876

Ullal, M. S., Spulbar, C., Hawaldar, I. T., Popescu, V., & Birau, R. (2021). The Impact of Online Reviews on E-Commerce Sales in India: A Case Study. Economic Research-Ekonomska Istrazivanja, 34(1), 2408–2422. https://doi.org/10.1080/1331677X.2020.1865179

Vakulenko, Y., Figueirinhas, D., Hellström, D., & Pålsson, H. (2024). The impact of order fulfillment on consumer experience: text mining consumer reviews from Amazon US. International Journal of Physical Distribution and Logistics Management, 54(6), 558–585. https://doi.org/10.1108/IJPDLM-11-2023-0434

Widianto, F. H., Perdana, T. A., Farida, I., & Kurniawan, R. (2025). Peran Kualitas Sistem Informasi, Fitur Produk, dan Kepuasan Pengguna terhadap Keputusan Penggunaan Layanan Pegadaian Digital (PDS) di Pegadaian Semarang. Journal of Management and Digital Business, 5(2), 483–494. https://doi.org/10.53088/jmdb.v5i2.1657

Wismiyanti, R. K., Perdana, T. A., Aqmala, D., & Anomsari, A. (2025). E-Service Quality dan Price terhadap Customer Loyalty Pengguna Gofood: Peran Mediasi Customer Satisfaction pada Mahasiswa FEB Universitas Dian Nuswantoro. Journal of Management and Digital Business, 5(1), 397–314. https://doi.org/10.53088/jmdb.v5i1.1570

Xian, C., Vali, H., Tian, R., Xu, J. D., & Yildirim, M. B. (2024). The Differential Effect of Three Types of Conflicting Online Reviews on Perceived Informativeness. Journal of Electronic Business & Digital Economics, 3(1), 20–35. https://doi.org/10.1108/jebde-08-2023-0016

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Published

2026-09-29

How to Cite

Subkhan, F. (2026). Winning customers in platform economy: Captivating online reviews, online ratings, and e-service quality. Journal of Management and Digital Business, 6(3), 1411–1428. https://doi.org/10.53088/jmdb.v6i3.2977