Logistics Dimensions and Their Influence on Online Shopping Satisfaction: Evidence from Bandung, Indonesia

Authors

  • Fransiska Agustina Koesmariadi Universitas KH Abdul Chalim Mojokerto
  • Lira Agusinta Institut Transportasi dan Logistik Trisakti

DOI:

https://doi.org/10.61978/logistica.v2i2.675

Keywords:

Logistics Service Quality, Customer Satisfaction, E-Commerce, Last Mile Delivery, Urban Logistics, Indonesia, SERVQUAL

Abstract

The rapid growth of e-commerce in Southeast Asia, particularly in Indonesia, has transformed logistics into a critical factor shaping customer satisfaction. Yet, the specific contribution of individual logistics dimensions in urban Indonesian contexts remains underexplored. To address this gap, this study applies the SERVQUAL and Expectation Confirmation Theory (ECT) frameworks to examine how delivery speed, order accuracy, product condition upon arrival, tracking system effectiveness, and complaint responsiveness influence customer satisfaction among e-commerce users in Bandung. A quantitative survey of 100 active users was conducted, and data were analyzed using multiple linear regression. The results show that delivery speed (β = 0.337, p < 0.001), order accuracy (β = 0.172, p = 0.002), and product condition (β = 0.175, p = 0.002) significantly enhance satisfaction, while tracking and complaint responsiveness are not statistically significant; the model explains 57% of the variance (R² = 0.57). These findings highlight that fulfillment-related dimensions are more decisive than post-purchase support in shaping consumer evaluations. This study contributes by contextualizing SERVQUAL and ECT within Southeast Asian urban e-commerce settings and provides actionable guidance: e-commerce platforms in Indonesia should prioritize delivery speed, order accuracy, and product condition as key drivers of customer satisfaction.

References

Adeniran, A. O., Akinsehinwa, F. O., & Olorunfemi, S. O. (2022). Factors Influencing the Acceptance and Patronage of E-Commerce Logistics Operations in Nigeria. Bulletin of the National Research Centre, 46(1). https://doi.org/10.1186/s42269-022-00816-x DOI: https://doi.org/10.1186/s42269-022-00816-x

Ayantoyinbo, Dosunmu, & Omorinde. (2024). Econometric Study: E-Commerce Adoption on Inventory Management for Manufacturing Companies in Nigeria. South Asian Journal of Social Studies and Economics, 21(4), 10–21. https://doi.org/10.9734/sajsse/2024/v21i4796 DOI: https://doi.org/10.9734/sajsse/2024/v21i4796

Badan Pusat Statistik (BPS) Kota Bandung. (2023). Kota Bandung dalam Angka 2023. BPS Kota Bandung. https://bandungkota.bps.go.id/

Choi, D., Chung, C. Y., & Young, J. (2019). Sustainable Online Shopping Logistics for Customer Satisfaction and Repeat Purchasing Behavior: Evidence From China. Sustainability, 11(20), 5626. https://doi.org/10.3390/su11205626 DOI: https://doi.org/10.3390/su11205626

Duc, A., Ta, V. L., Bui, P. T., Thuy, N., Dong, Q. T., & Lam, H. T. (2023). The Impact of the Quality of Logistics Services in E-Commerce on the Satisfaction and Loyalty of Generation Z Customers. Sustainability, 15(21), 15294. https://doi.org/10.3390/su152115294 DOI: https://doi.org/10.3390/su152115294

Giasi, W. R., Rahardja, C., & Anandya, D. (2022). Factors Affecting Fashion Product Customer Satisfaction. 856–863. https://doi.org/10.2991/978-94-6463-008-4_107 DOI: https://doi.org/10.2991/978-94-6463-008-4_107

Google and Temasek and Bain & Company. (2023). e-Conomy SEA 2023: Reaching new heights amid macroeconomic shifts. https://economysea.withgoogle.com

Guo, H., Liu, Y., Shi, X., & Chen, K. Z. (2020). The Role of E-Commerce in the Urban Food System Under COVID-19: Lessons From China. China Agricultural Economic Review, 13(2), 436–455. https://doi.org/10.1108/caer-06-2020-0146 DOI: https://doi.org/10.1108/CAER-06-2020-0146

Holloway, S. (2024). Exploring the Relationship Between Supply Chain Responsiveness and Customer Loyalty in the E-Commerce Sector. https://doi.org/10.20944/preprints202406.1616.v1 DOI: https://doi.org/10.20944/preprints202406.1616.v1

Kawa, A., & Światowiec-Szczepańska, J. (2021). Logistics as a Value in E-Commerce and Its Influence on Satisfaction in Industries: A Multilevel Analysis. Journal of Business and Industrial Marketing, 36(13), 220–235. https://doi.org/10.1108/jbim-09-2020-0429 DOI: https://doi.org/10.1108/JBIM-09-2020-0429

Kawa, A., & Zdrenka, W. (2023). Logistics Value in E-Commerce and Its Impact on Customer Satisfaction, Loyalty and Online Retailers’ Performance. The International Journal of Logistics Management, 35(2), 577–600. https://doi.org/10.1108/ijlm-02-2023-0078 DOI: https://doi.org/10.1108/IJLM-02-2023-0078

Li, L. (2023). Deep Learning Algorithm Aided E-Commerce Logistics Node Layout Optimization Based on Internet of Things Network. Icst Transactions on Scalable Information Systems, e16. https://doi.org/10.4108/eetsis.v10i3.3089 DOI: https://doi.org/10.4108/eetsis.v10i3.3089

Lin, Y., Luo, J., Cai, S., Ma, S., & Rong, K. (2016). Exploring the Service Quality in the E-Commerce Context: A Triadic View. Industrial Management & Data Systems, 116(3), 388–415. https://doi.org/10.1108/imds-04-2015-0116 DOI: https://doi.org/10.1108/IMDS-04-2015-0116

Ma, S., Chai, Y., & Zhang, H. (2018). Rise of Cross‐border E‐commerce Exports in China. China & World Economy, 26(3), 63–87. https://doi.org/10.1111/cwe.12243 DOI: https://doi.org/10.1111/cwe.12243

Mangiaracina, R., Perego, A., Seghezzi, A., & Tumino, A. (2019). Innovative Solutions to Increase Last-Mile Delivery Efficiency in B2C E-Commerce: A Literature Review. International Journal of Physical Distribution & Logistics Management, 49(9), 901–920. https://doi.org/10.1108/ijpdlm-02-2019-0048 DOI: https://doi.org/10.1108/IJPDLM-02-2019-0048

Masudin, I., Hanifah, Y. K. P., Dewi, S. K., Restuputri, D. P., & Handayani, D. I. (2022). Customer Perception of Logistics Service Quality Using SIPA and Modified Kano: Case Study of Indonesian E-Commerce. Logistics, 6(3), 51. https://doi.org/10.3390/logistics6030051 DOI: https://doi.org/10.3390/logistics6030051

McKinsey & Company. (2022). Understanding Southeast Asia’s digital consumers: The new frontier of retail. https://www.mckinsey.com/

Nga, N. T. Q., & Vân, Đ. H. (2020). The Impacts of Customer Satisfaction on Loyalty of the Youth (18-25 Years Old) Towards E-Commerce Trading Floors in Ho Chi Minh City. Science & Technology Development Journal - Economics - Law and Management, 4(4), First. https://doi.org/10.32508/stdjelm.v4i4.654 DOI: https://doi.org/10.32508/stdjelm.v4i4.654

Oh, K.-Y., Kang, S.-Y., & Oh, Y.-G. (2022). The Moderating Effects of Eco-Friendliness Between Logistics Service Quality and Customer Satisfaction in Cross-Border E-Commerce: Evidence From Overseas Direct Purchasers in Korea. Sustainability, 14(22), 15084. https://doi.org/10.3390/su142215084 DOI: https://doi.org/10.3390/su142215084

Perkumpulan E-Commerce Indonesia (idEA). (2023). Laporan Tahunan Perdagangan Digital Indonesia 2023. idEA. https://idea.or.id/

Pradana, B. P. (2022). Investigating the Repurchase Intention of E-Commerce Users From Service Quality and Expectation-Confirmation Theory Perspective. Jurnal Informasi Dan Teknologi, 127–135. https://doi.org/10.37034/jidt.v4i3.210 DOI: https://doi.org/10.37034/jidt.v4i3.210

Raharjo, A. and L., P. and Nugroho, R. (2020). The Impact of Packaging and Logistics Handling on Customer Complaints in Indonesian E-commerce Sector. Jurnal Logistik Dan Rantai Pasok, 8(2), 115–124. https://doi.org/10.21009/jlrp.082.07

Rashid, A., & Rasheed, R. (2024). Logistics Service Quality and Product Satisfaction in E-Commerce. Sage Open, 14(1). https://doi.org/10.1177/21582440231224250 DOI: https://doi.org/10.1177/21582440231224250

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 DOI: https://doi.org/10.1016/j.heliyon.2019.e02690

Sansaluna, N., Cruz, S. D., Narciso, S., & Pascual, A. R. (2024). Impact of B2C E-Commerce to the General Performance of Selected Logistics Service Providers in Metro Manila. Log-Ijcatf, 1(1), 27–34. https://doi.org/10.62718/vmca.log-ijcatf.1.1.sc-0124-015 DOI: https://doi.org/10.62718/vmca.log-ijcatf.1.1.SC-0124-015

Tang, Y., Craiu, R. V., & Sun, L. (2020). General Behaviour of P-Values Under the Null and Alternative. https://doi.org/10.48550/arxiv.2012.01697

Uvet, H., Dickens, J. M., Anderson, J. R., Glassburner, A., & Boone, C. A. (2023). A Hybrid E-Logistics Service Quality Approach: Modeling the Evolution of B2C E-Commerce. The International Journal of Logistics Management, 35(4), 1303–1331. https://doi.org/10.1108/ijlm-06-2023-0238 DOI: https://doi.org/10.1108/IJLM-06-2023-0238

Downloads

Published

2024-04-30

How to Cite

Koesmariadi, F. A., & Agusinta, L. (2024). Logistics Dimensions and Their Influence on Online Shopping Satisfaction: Evidence from Bandung, Indonesia. Logistica : Journal of Logistic and Transportation, 2(2), 103–114. https://doi.org/10.61978/logistica.v2i2.675

Issue

Section

Articles