Measuring customers’ delivery service experience dimensions when shopping online

This study aims to assess the satisfaction of online shopping customers when using delivery services. A survey was sent to 306 internet buyers. Following that, the partial least squaresstructural equation modeling (PLSSEM) method was used to assess the association between delivery service experience and customer satisfaction. Đề tài Hoàn thiện công tác quản trị nhân sự tại Công ty TNHH Mộc Khải Tuyên được nghiên cứu nhằm giúp công ty TNHH Mộc Khải Tuyên làm rõ được thực trạng công tác quản trị nhân sự trong công ty như thế nào từ đó đề ra các giải pháp giúp công ty hoàn thiện công tác quản trị nhân sự tốt hơn trong thời gian tới.

402 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 MEASURING CUSTOMERS’ DELIVERY SERVICE EXPERIENCE DIMENSIONS WHEN SHOPPING ONLINE Anh Tho To Thi Minh Thanh Dang University of Finance - Marketing, Ho Chi Minh City Email: totho@ufm.edu.vn Abstract: This study aims to assess the satisfaction of online shopping customers when using delivery services A survey was sent to 306 internet buyers Following that, the partial least squares-structural equation modeling (PLS-SEM) method was used to assess the association between delivery service experience and customer satisfaction The study found that shipping track, shipping fee, order accuracy and condition, and staff quality have a positive impact on customer satisfaction in Vietnam This research extended the current literature about customers’ delivery service experience in an online shopping environment However, the main limitation of the study is that the data collected are mainly under the age of 25 and the majority of respondents are students This study creates a premise to deploy services related to e-commerce and proposes some measures to improve efficiency when deploying shipping services of e-commerce exchanges Further, it provides insight into e-customer satisfaction so that both e-retailers and delivery service providers can improve the chance that consumers will complete online purchases and enhance competitive power Keywords: Delivery service, E-commerce, Customer satisfaction ĐO LƯỜNG CÁC TRẢI NGHIỆM DỊCH VỤ GIAO HÀNG CỦA KHÁCH HÀNG KHI MUA SẮM TRỰC TUYẾN Tóm tắt: Nghiên cứu nhằm đánh giá mức độ hài lòng khách hàng mua sắm trực tuyến sử dụng dịch vụ giao hàng Một khảo sát trực tuyến gửi đến 306 người mua hàng online Tiếp đến, phương pháp mô hình phương trình cấu trúc bình phương nhỏ phần (PLS-SEM) sử dụng để đánh giá mối liên hệ trải nghiệm dịch vụ giao hàng hài lòng khách hàng Nghiên cứu cho thấy việc theo dõi đơn hàng, phí vận chuyển, tính xác tình trạng đơn hàng chất lượng phục vụ nhân viên giao hàng có tác động tích cực đến hài lịng khách hàng Việt Nam Nghiên cứu mở rộng nghiên cứu trải nghiệm dịch vụ giao hàng khách hàng môi trường mua sắm trực tuyến Tuy nhiên, hạn chế 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION 403 nghiên cứu liệu thu thập tập trung chủ yếu độ tuổi 25 đa số đối tượng sinh viên Nghiên cứu tạo tiền đề triển khai dịch vụ liên quan đến thương mại điện tử đề xuất số biện pháp nhằm nâng cao hiệu triển khai dịch vụ vận chuyển sàn thương mại điện tử Hơn nữa, cung cấp nhìn sâu sắc hài lịng khách hàng điện tử để nhà bán lẻ điện tử nhà cung cấp dịch vụ giao hàng thúc đẩy người tiêu dùng giao dịch mua hàng trực tuyến từ nâng cao sức mạnh cạnh tranh Từ khóa: Dịch vụ giao hàng, Thương mại điện tử, Sự hài lòng khách hàng Introduction: Electronic commerce (E-commerce) is becoming extremely popular in emerging nations, including Vietnam According to Google and Temasek’s e-Conomy SEA 2019 research, Vietnam’s e-commerce market size in the beginning of 2020 was billion USD, with an 81% growth rate Furthermore, the number of online purchasers on e-commerce platforms has increased dramatically In 2019, over 39.9 million people countrywide participated in online purchasing, an increase of 11.8% over 2018 and nearly double that figure after only three years (ECOM, 2019) Thus, 202 USD was recorded as online shopping spending per capita, up to 8.6% The year 2019 saw not just tremendous development in e-commerce, but also significant increase in logistics services, last-mile delivery, and order fulfillment According to a survey done by the E-commerce Association (2019), the number of major and small fast-delivery firms in Vietnam exceeded 50, showing a tenfold increase over the previous five years Moreover, the year 2019 experienced the strong association between of a number of logistics enterprises such as Ninja Van, Ahamove, J&T Express, GrabExpress and e-commerce platforms to provide quick delivery services and get positive feedback from e-customers In addition, the following roles of shipping service were found in some existing studies: (1) to raise customers and suppliers value; (2) to expand market share; (3) to make masscustomization possible; (4) to have positive impact on customer satisfaction; (5) to provide competitive advantages (Kim et al., 2009) Hence, the significance of shipping service quality has been emphasized under intense competition Thus, there would be a new trend toward realizing the importance of shipping service quality and differentiating from other delivery carriers However, the strong development of online shopping and online sales channels not only opens up great opportunities but also huge challenges for delivery businesses It is fairly common that e-customers in Southeast Asia are dissatisfied with the delivery experience According to research by Parcel Perform & iPrice Group (2019), the dissatisfaction rate of e - customers towards the regional parcel delivery service was up to 34.1% In Vietnam, the average time for products to be delivered to buyers is 5-6 days, ranking the second in term of regional slowest transaction speed The quality of the delivery service is often not well determined by many objective factors (such as weather conditions, traffic infrastructure ), and also subjective factors (quality of means of transport), transportation facilities, yards, accidents, etc.) make a significant impact on the stability of cargo transportation From those drawbacks in delivery services in the Vietnamese market, we conduct this survey to help individuals and organizations who take part in the e-commerce market to have a deeper understanding of their customers to improve their parcel delivery service quality So 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 404 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 far there has been a lot of research on logistics service quality and customer satisfaction but only a few studies specifically on customers’ delivery service experience Noting that online transactions have multiple phases but in this research, we just focus on five notable factors in delivery services, which influence Vietnamese satisfaction toward online purchasing, namely shipment tracking, delivery speed, shipping cost, order accuracy, order quality, and delivery staff quality Apart from the introduction, four other sections are included in this study In the second section, key terms are defined, then we propose a conceptual model through our literature review Following this, we describe the procedure used during our examination and analysis within the methodology Then we present the research results and discuss the practical and theoretical implications in section four Finally, considerations and directions of research prospectives are discussed in the final section Theoretical background and conceptual framework Satisfaction is described as a customer’s subjective judgment of service quality based on their expectations that some needs, requirements, or desires would be fulfilled (Angelova & Zekiri, 2011) Each customer will have different perceptions, emotions, and demands about service quality when they receive it If the customer feels that the product or service’s performance is greater than their expectations, they are satisfied Customer satisfaction gives numerous advantages because satisfied customers are less price sensitive, purchase extra items, have smaller competitive influences, and remain loyal for longer It is difficult to evaluate and measure service quality because of its intangibility, heterogeneity, inseparability, and inability to store; however, it is necessary to identify the factors affecting service quality and thus measure, control, and improve customer satisfaction In this survey, customers are those who have been using delivery services on e-commerce platforms in Vietnam Service quality is related to meeting or exceeding client expectations (Yang et al., 2017) Furthermore, in order to measure customer satisfaction with service quality, the expected service must be compared to the perceived service (Rahimet et al., 2015) Customer satisfaction and delivery service quality have mutually beneficial and intimate ties Scholars determine that the quality of delivery services is a significant contributor to customer satisfaction and recruiting new customers (De Oa et al., 2015) Obviously, many sentiments and documents on logistics and supply chain management highlighted the role of delivery services in e-commerce transactions through a wide variety of theoretical and experimental models (Table 1) The SERVQUAL model is widely noticed and applied in many different service areas However, the SERVQUAL model still has many limitations and requires certain adjustments to apply to the measurement of specific service quality The logistics service quality (LSQ) model of the authors (Mentzer et al., 2001) has been developed from the SERVQUAL model and is customized to suit the characteristics of logistics services LSQ is also recognized as a critical success factor and a differentiating tool for measuring e-customer satisfaction (Vasić et al., 2021) Delivery service is a last-mile logistics operation in e-commerce, so the LSQ model is suitable to apply to delivery service quality Based on the model of Mentzer et al (2001), this study develops a model of assessing delivery service quality under five dimensions 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION 405 Table 1: List of the previous related studies Author(s) Methodology Year Influencing factors Dependent variable Findings Vasić et al (2019) Quantitative method Availability, Product quality, E-consumers’ and condition), Delivery perception and time, Shipping cost, Delivery satisfaction reliability, Consumer complaints and return policy, and Information quality Based on the LSQ process to distinguish dimensions of logistics and applied the CFA method to indicate the positive impact of variables on customer perception and satisfaction Riley & Klein (2019) Quantitative method Shipment tracking, Delivery Attitude toward speed, Trust, Carriers’ online purchasing, reputation attitude to purchase intention Using the theory of reasoned action to explain online purchasing attitude and investigate how delivery services offered by retailers influence Millennials Ali & Bhasin (2019) Structural model Price average, Delivery quality, Perceived value Satisfaction, Satisfaction to Repurchase “The results depict as perceived price changes from low to high the value customers associate with product changes from high to low signifying an inverse relation” Chan et al (2018) The matched Delivery Service (Actual pair control Delivery Length, Relative method Delivery Length) Customer Satisfaction, satisfaction to Repurchases The authors discovered that the longer the delivery time, the lower the score of consumer evaluation The survey also demonstrates that high delivery service satisfaction leads to a greater repurchase rate Imran et al Quantitative (2019) method Low distribution charges, Customer Low transit time, Effective satisfaction payment method, information technology E-logistic consumer satisfaction has a positive linkage to cheap distribution charges, low transit time, efficient mode of payment, and information technology Hua & Jing Quantitative (2015) method Communication service quality, Delivery service quality, After-sale service quality, Staff service quality Customer satisfaction “Delivery service quality and staff service quality have a strong impact on customer satisfaction” Stank et al (2011) Hierarchy sampling approach, qualitative method Operational performance (product availability, product condition, delivery reliability and delivery speed), Relational performance (communications and responsiveness) and Cost performance Customer satisfactio, satisfaction to customer loyalty The basic operational service and cost performance are accepted as order qualifications and the relational performance are considered as customer differentiators However, the authors note that service providers should not look beyond the basic fulfilment of customer expectation time and place at a charge proportional to the value supplied Michael Lewis (2006) Analytical methods Shipping fees Customer acquisition and retention “Shipping fees have a considerable impact on order incidence rates, and graduated shipping fees have a large impact on average expenditures” Qingyu Structural Zhang et al equation (2015) modeling Flexible Logistics Competence Customer Satisfaction (Physical supply flexibility, Purchasing flexibility) and Flexible Logistics Capability (Physical distribution flexibility, Demand management flexibility) Flexible logistics competence and capability have considerable, positive, and direct relationships with customers’ satisfaction 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 406 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 Shipment tracking Shipment tracking refers to the capacity to track packages as they travel from one organization to another (Riley & Klein, 2019) According to the Parcel Perform & iPrice Group (2019), the majority of one-star evaluations of delivery companies are related to a lack of communication throughout the delivery period since consumers demand regular delivery notifications, updates, and the fulfillment of estimated delivery dates According to Blut (2016), monitoring capabilities might influence consumers’ online buying experiences since they may be worried about purchases if they cannot see or feel products purchased from online shops Thus, businesses can enhance their customer satisfaction through positive sensations when they are able to inform consumers of their order status, position, and expected time of arrival Therefore, there is a hypothesis as follows: H1 Shipment tracking positively affects customer satisfaction Delivery speed The period between placing an order and receiving it at the purchaser’s intended location is referred to as delivery speed (Vasi et al., 2021) In today’s e-commerce sector, timely delivery is regarded as one of the most crucial factors of competition that leads to success (Huang et al., 2019) According to a Koch (2019) survey conducted in January 2019, the majority of US digital customers (62%) believe that speedy shipment contributes to a better retail experience Similarly, 61% of consumers want their goods delivered faster (TouchPoints, 2018), 75% desire same-day shipping (Service, 2017), 55% will switch shops for faster delivery (Cagemini, 2019), and more than 98% believe delivery influences their brand loyalty (Convey, 2019) According to Dholakia and Zhao (2010), the speed of delivery is critical in ensuring e-customer satisfaction Furthermore, on-time delivery boosts client confidence, which leads to a rise in online orders H2 Delivery speed positively affects customer satisfaction Shipping fee Customer satisfaction is heavily influenced by the cost of delivery (Xia & Tingting, 2016) Higher delivery costs may limit order volume since they increase the sacrifice requested of the client without increasing the value of the items received (Lewis, 2006) Vasi et al (2021) also confirm that delivery costs have a direct impact on e-commerce consumer satisfaction H3 Shipping fee positively affects customer satisfaction Order accuracy and condition Order accuracy refers to how well shipments match the orders of customers when they arrive (Mentzer et al., 2001) When the delivery company provides products of poor quality or does not match the product description, it will affect the customer’s satisfaction and trust in the delivery service Besides, the problem of damage to goods during transportation or errors also affects the trust of customers through the number of goods exchanged and returned If the company’s delivery service is low quality and the product is not good, people will not use it or switch to another competitor company with a higher quality product The accuracy of delivered products can affect customer loyalty significantly (Zhang et al., 2005) Order accuracy is one of the most significant metrics to check in e-commerce since it is directly related to trust between e-retailers and their consumers 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION 407 H4: Order accuracy and condition positively affects customer satisfaction Delivery staff quality Delivery staff is defined as the person who performs the process of transporting goods from e-retailer to customer and directly interacts with customers Professionally trained delivery staff, and being polite to customers is always the goal of delivery companies When a shipper’s perceived service quality is acceptable, customer satisfaction rises (Yang et al., 2017) As a result, a professional and devoted attitude is a critical consideration when selecting a quality delivery service Because buyers frequently rate an online store based on their complete delivery experience, including the attitude of the employees H5 Delivery staff quality positively affects customer satisfaction Figure The proposed research model Research methodology The research had six main variables: shipment tracking, delivery speed, shipping cost, order accuracy and condition, delivery staff quality, and customer satisfaction (As shown in Table 2) Then, we invited experts to review the content validity and appropriateness of questions The items were measured by 5-point Likert scales, ranging from “strongly disagree” to “strongly agree” Additionally, the survey included certain inquiries regarding the demographic details of Vietnamese customers, including gender, age, occupation status, income, etc Data were gathered using an online survey with convenience sampling After removing invalid responses, only 306 out of a total 328 questionnaire responses were kept for analysis We provide a two-step modeling technique, according to Anderson and Gerbing (1988): We first put the measurement model to the test to check its validity and reliability To further explore the relationships between theoretical structures, we turn to structural models in the second step 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 408 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 Table 2: Constructs and measurement items Dimensions Measurement items Sources Shipment tracking (ST) ST1: I can directly track my shipment on e-commerce platforms ST2: I can easily track my shipment with my mobile devices ST3: Tracking my shipment makes me feel secure Delivery speed (DS) DS1: I can flexibly choose the delivery time that suits me (during and outside office hours, on weekdays or on weekends) DS2: I can flexibly choose the shipping options that best fit me (express, fast or basic delivery) Shipping fee (SF) SF1: Carriers provide transparent and clear cost information SF2: I often receive free/discounted shipping Order accuracy and AC1: I always receive the correct quantity and quality orders condition (AC) AC2: Delivery products are seldom damaged AC3: Transport packaging is rarely damaged Cao et al., 2018 Vasić, 2021 Staff quality (SQ) SQ1: Delivery staffs are always being polite to customers Hua and Jing SQ2: Delivery staffs have a good manner in looking for (2015) customer addresses SQ3: Delivery staffs are willing to help customers (i.e carrying shipments) SQ4: Delivery staffs’ behavior builds customers’ confidence in delivery services Customer satisfaction (CS) CS1: Delivery services on e-commerce platforms meet my expectations CS2: Delivery services on e-commerce platforms are satisfying CS3: Delivery services on e-commerce platforms are very good CS4: I feel satisfied when using the delivery service on e-commerce platforms Cao et al., 2018 Results The respondents’ demographic profile is shown in Table 110 (35.95%) were male and 196 (64.05%) were female of the 306 questionnaires examined 63.07% of the participants are under the age of 25 Additionally, the majority of responders (56, 54%) are students and earn less than million VND per month (40.85%) In conclusion, the research sample is rather unbalanced in terms of age, profession, and income because the majority of internet shoppers are the youth Table 3: Respondents’ characteristics Measure Gender Age Value Male Frequency 110 Percent 35.95% Female 196 64.05% Under 25 years 193 63.07% 25 to 30 years 54 17.64% 31 to 35 years 34 11.11% Above 35 years 25 8.17% 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 409 THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION Occupation Government Non-government Self-employed Student Others Income Less than million VND - 10 million VND 10 -15 million VND 15 - 25 million VND Over 25 million VND Experience of shopping Less than year online -3 years -5 years Over years 25 38 58 173 12 125 59 63 34 25 55 141 81 29 8.17% 12.42% 18.95% 56.54% 3.92% 40.85% 19.28% 20.59% 11.11% 8.17% 17.97% 46.08% 26.47% 9.48% The assessment of a measurement model includes indicator reliability, construct reliability, convergent validity, and discriminant validity The indicator reliability is assessed by calculating the outer loading of the indicator, and its value should be above 0.6 Next, we test construct reliability via composite reliability (CR) and Cronbach’s Alpha for each construct As shown in Table 4, all the CR values above 0.8 and Cronbach’s Alpha coefficients are greater than 0.6, which indicates that the scales are reliable Thirdly, we evaluated convergent validity using the average variance extracted (AVE) Table shows that the AVE is more than the 0.50 minimum necessary threshold (Hair et al., 2010) Table also shows discriminant validity in which the square root of its AVE values is larger than the correlations with other latent constructs In short, the results indicate that the constructs’ reliability and validity are satisfactory, and we move to evaluate the structural model Table 4: Reliability and validity tests Constructs Shipment tracking Delivery speed Shipping fee Order accuracy condition Staff quality and Scale items Outer loadings ST1 ST2 ST3 DS1 DS2 SF1 SF2 AC1 AC2 AC3 SQ1 SQ2 SQ3 SQ4 0.841 0.783 0.843 0.989 0.632 0.864 0.878 0.769 0.887 0.907 0.817 0.832 0.868 0.878 Cronbach’ s Alpha Composite reliability AVE 0.761 0.863 0.677 0.676 0.809 0.689 0.683 0.863 0.759 0.819 0.892 0.734 0.871 0.912 0.721 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 410 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 Customer Satisfaction CS1 CS2 CS3 CS4 0.788 0.858 0.854 0.846 0.857 0.903 0.701 Table 5: Fornell-Larcker criterion for discriminant validity AC CS DS SF SQ ST AC 0.857 0.634 0.073 0.414 0.527 0.495 CS DS SF SQ ST 0.837 0.116 0.583 0.726 0.553 0.830 0.050 0.044 0.064 0.871 0.489 0.533 0.849 0.469 0.823 Table 6: R2 and Q2 Customer satisfaction R2 Q2 0.667 0.456 Figure The results of the structural model Using the PLS approach, the explanatory power of the suggested model was evaluated The R2 coefficient is used to display the overall impact of the latent external influences on an endogenous latent variable (Lin et al., 2014) The suggested model explained 60.2% of the variance of the dependent variable as shown in Table In Table 7, four hypotheses were supported and one was rejected 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION 411 Table 6: Summary of hypothesis tests Construct β P-values f2 Support H1: Shipment track → Customer Satisfaction 0.107 0.009 0.021 Accepted H2: Delivery speed → Customer Satisfaction 0.060 0.108 0.011 Rejected H3: Shipping fee → Customer Satisfaction 0.200 0.000 0.077 Accepted H4: Order accuracy & condition → Customer Satisfaction 0.264 0.000 0.133 Accepted H5: Staff quality → Customer Satisfaction 0.000 0.353 Accepted 0.436 Discussion and implications First, we discovered that there is a significantly positive correlation between shipment tracking and customer satisfaction (β = 0.107, P-value = 0.009) In other words, Vietnamese consumers pay much attention to tracking their orders Customers experience anxiety as a result of not knowing the order’s status, which lowers their level of satisfaction Therefore, delivery businesses have been updating this feature in already-existing ordering applications, such as location, order status, forwarder in process, projected time of arrival, etc Next, Table shows that the relationship between delivery speed experience and customer satisfaction (β = 0.060, P-value = 0.108) is not significant, which means hypothesis is rejected Although Handoko et al (2016) and Huang et al (2019) have suggested that customers prioritize delivery speed when considering online purchases, we think our negligible finding may be explained simply Since students make up the bulk of the responders, delivery speed is not important to them Additionally, Jason (2019) distinguished this group from other customer groups that stressed the value of delivery speed Although Cherrett et al (2017) found that customers valued delivery time, it had no impact on their purchase choices Besides, Table shows that shipping fee (β = 0.200, P-value = 0.000) has a positive impact on customer satisfaction The result implies that e-retailers can drive more orders by effectively implementing a strategy of discount or free shipping codes Lepthien and Clement (2019) also found a positive effect of shipping fees on the purchase value E- retailers should apply promotions frequently, offer the best prices for customers who are new members, loyal members, and VIP members, and use discounted shipping vouchers to stimulate purchase demand from customers Order accuracy and condition are strongly linked to customer satisfaction (β = 0.264, P-value =0.000) Similar findings were found in the studies conducted by Lin et al (2011) and Vasić et al (2019) When customers receive intact products which match their expectations, they are likely to utilize that delivery service again The most powerful factor of consumer satisfaction is the product‘s perceived quality (Atmar & Patterson, 1993) As a result, delivery services need to improve their own capacity, ensure the safety of goods during transportation, and maintain product integrity in order to boost customer satisfaction and compete with other delivery competitors Also, hypothesis was supported since there is a strong positive relationship between customer satisfaction and staff service quality (β =0.436; P-value = 0.000) This result is 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 412 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 consistent with earlier Chinese studies on delivery services (Hua & Jing, 2015) It implies that delivery staff with a positive attitude will have a major impact on customers To enhance better business operations and retain profitable customers, each firm should improve the capacity and working attitude of employees Conclusions In summary, the study’s major goal is to look into the impact of delivery services on Vietnamese satisfaction In the increasingly competitive market of online shopping, increasing customer satisfaction through improving delivery service is the key for enterprises to gain competitive advantages Therefore, this study provides information on the key aspects that can assist Vietnamese carrier companies in meeting customers’ requirements Our findings further emphasize how crucial delivery services are to the online shopping experience for customers Our primary focus is on demonstrating the impact of antecedents on customer satisfaction It is clear that staff and shipment quality are the fundamental and integral objectives of Vietnamese customers These measurements will help us understand how delivery variables influence the online buying experience Thus, we offer suggestions on how to persuade consumers to interact with e-commerce retailers Based on the information we gathered and examined, we discovered that there are a number of limitations, and research directions for the future First, we employed a convenience sample to gather data We find that the responses in the survey sample have limited generalizability and practicality compared to our theory In addition, the data are also geographically different, but where e-commerce is developed and vice versa, some variables cannot be obtained or are not consistent with previous studies This study might be generalized to a greater population by being repeated on a global scale Finally, we argue that data about logistical transactions contained in online reviews may be utilized to predict customer satisfaction Acknowledgment The authors thank Nguyen Hoang Phương Linh, Bui Thi Nhat Phuong, Ngo Dang Mai Khanh, Le Vy for their sharing and assistance to this research References Ali, A., & Bhasin, J (2019) Understanding customer repurchase intention in e-commerce: Role of perceived price, delivery quality, and perceived value Jindal Journal of Business Research, 8(2), 142-157 Anderson, E., & Sullivan, M (1993) The Antecedents and Consequences of Customer Satisfaction for Firms Marketing Science, 125-143 Anderson, J C., & Gerbing, D W (1988) Structural equation modeling in practice: A review and recommended two-step approach Psychological Bulletin, 103(3), 411-423 https://doi org/10.1037/0033-2909.103.3.411 Angelova, B., & Zekiri, J (2011) Measuring customer satisfaction with service quality using American Customer Satisfaction Model (ACSI Model) International journal of academic research in business and social sciences, 1(3), 232 Atmar, W., & Patterson, B D (1993) The measure of order and disorder in the distribution of species in fragmented habitat Oecologia, 96(3), 373-382 Blut, M (2016) E-Service Quality: Development of a Hierarchical Model Journal of Retailing doi:https://doi.org/10.1016/j.jretai.2016.09.002 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a THE 4TH INTERNATIONAL CONFERENCE PROCEEDINGS COMMERCE AND DISTRIBUTION 413 Cagemini (2019) The last-mile delivery challenge: Giving retail and consumer product customers a superior delivery experience without impacting profitability Retrieved from https:// www.capgemini.com/insights/research-library/the-last-mile-delivery-challenge/ Cao, Y., Ajjan, H., & Hong, P (2018) Post-purchase shipping and customer service experiences in online shopping and their impact on customer satisfaction: An empirical study with comparison Asia Pacific Journal of Marketing and Logistics Capgemini (2019, 01) The last-mile delivery challenge Capgemini Retrieved from Capgemini: https://www.capgemini.com/wp-content/uploads/2019/01/Report- Digital-%E2%80%93-Last-MileDelivery-Challenge1.pdf Chan, T., Liu, Z., & Zhang, W (2018) Delivery service, customer satisfaction and repurchase: Evidence from an online retail platform Customer satisfaction and repurchase: Evidence from an online retail platform (September 15, 2018) Cherrett, T., Dickinson, J., McLeod, F., Sit, J., Bailey, G., & Whittle, G (2017) Logistics impacts of student online shopping-evaluating delivery consolidation to halls of residence Transportation Research Part C: Emerging Technologies, 78, 111-128 Convey (2019) Last Mile Delivery: What Shoppers Want and How to #SaveRetail Covey De Oña, R., Machado, J L., & de Oña, J (2015) Perceived service quality, customer satisfaction, and behavioral intentions: structural equation model for the Metro of Seville, Spain Transportation Research Record, 2538(1), 76-85 Dholakia, R R., & Zhao, M (2010) Effects of online store attributes on customer satisfaction and repurchase intentions International journal of retail & distribution management Handoko, F., Nursanti, E., & Harmanto, D (2016) The role of tacit and codified knowledge within technology transfer program on technology adaptation Journal of Engineering and Applied Sciences 11 5275-5282 Hua, W., & Jing, Z (2015) An empirical study on e-commerce logistics service quality and customer satisfaction WHICEB Proceeding, 269-275 Huang, W H., Shen, G C., & Liang, C L (2019) The effect of threshold free shipping policies on online shoppers’ willingness to pay for shipping Journal of Retailing and Consumer Services, 48, 105-112 Imran, M., Hamid, S N B A., Aziz, A., & Hameed, W (2019) The contributing factors towards e-logistic customer satisfaction: a mediating role of information Technology Uncertain Supply Chain Management, 7(1), 63-72 Kim, Y D (2009) An analysis of the measurement of the shipping service quality The Asian Journal of Shipping and Logistics, 25(1), 41-55 Koch, L (2019, 08 25) Retrieved from Delivery Speed Can Make or Break a Customer Experience Lepthien, A., & Clement, M (2019) Shipping fee schedules and return behavior Marketing Letters, 30(2), 151-165 Lewis, M (2006) The effect of shipping fees on customer acquisition, customer retention, and purchase quantities Journal of Retailing, 82(1), 13-23 doi:https://doi.org/10.1016/j.jretai.2005.11.005 Lin, C-C & Wu, H.-Y & Chang, Y.-F (2011) The critical factors impact on online customer satisfaction Procedia CS 276-281 10.1016/j.procs.2010.12.047 Lin, S.-C., Persada, S F., & Nadlifatin, R (2014) A study of student behavior in accepting the Blackboard Learning System: A Technology Acceptance Model (TAM) approach Computer Supported Cooperative Work in Design (CSCWD), Proceedings of the 2014 IEEE 18th International Conference On, 457-462 IEEE 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a 414 KỶ YẾU HỘI THẢO QUỐC TẾ “THƯƠNG MẠI VÀ PHÂN PHỐI“ LẦN THỨ NĂM 2023 Mentzer, J T., Flint, D J., & Hult, G T M (2001) Logistics service quality as a segmentcustomized process Journal of marketing, 65(4), 82-104 Parcel Perform & iPrice Group (2019, 06-24) Retrieved from https://iprice.vn/xu- huong/ insights/consumers-are-still-not-happy-with-their-e-commerce-delivery- experience-a-new-surveyby-parcel-perform-and-iprice-group-reveals/ Riley, J M., & Klein, R (2019) How logistics capabilities offered by retailers influence millennials’ online purchasing attitudes and intentions Young Consumers Service, e (2017, 09) The State of Ecommerce Order Fulfillment and Shipping e- Fulfillment Service Retrieved from eFulfillment Service: https://www.efulfillmentservice.com/wp-content/ uploads/2017/09/State-of- Ecommerce-Order-Fulfillment-Shipping.pdf Stank, T P., Goldsby, T J., Vickery, S K., & Savitskie, K (2003) Logistics service performance: estimating its influence on market share Journal of business logistics, 24(1), 27-55 TouchPoints, R (2018) Benchmark Survey Report: Are You Winning The Last Mile Of Retail? Retail TouchPoints Retrieved from The Retail TouchPoints Network: https://retailtouchpoints.com/ resources/benchmark-survey-report-are-you-winning-the-last-mile-of-retail Vasić, N., Kilibarda, M., & Kaurin, T (2019) The influence of online shopping determinants on customer satisfaction in the Serbian market Journal of theoretical and applied electronic commerce research, 14(2), 70-89 Vasić, N., Kilibarda, M., Andrejić, M., & Jović, S (2021) Satisfaction is a function of users of logistics services in e-commerce Technology Analysis & Strategic Management, 33(7), 813-828 Xia, W., & Tingting, Y (2016) Factors of influencing service satisfaction in express under e-commerce environment - as YuanTong Express for example Modern Business Trade Industry, 24, 47-48 Yang, C C., & Chao, C C (2017) How relationship marketing, switching costs, and service quality impact customer satisfaction and loyalty in Taiwan’s airfreight forwarding industry? Transportmetrica A: Transport Science, 13(8), 679-707 Zhang, Q., Vonderembse, M A., & Lim, J S (2005) Logistics flexibility and its impact on customer satisfaction The International journal of logistics management, 16(1), 71-95 51142e4 7e7 f89a7 cfd2396 2cf670a 028b4b07 0f4 8b0e 586b840 b16 f308 f26e 1d e27334 d680 7e1b6d06 3ba21 940e3 7dea c5bb471 3c3 28867 f8 bbed 74e2 c780 6d1 95fe17 7b08 58d8 5313 9d45 20f8b9a3 690a4 754e7 b437 2298 7ae3bea 9374 f30 b3 49a74ff65 d2f937e7 d8e bc5 d43b334 b4414 418a0 deab4 1a1aa0ab21b9 c77 30ab c2c5 6b9 bf4 8e75 f2b175 f1f1455ff9 7a0e0e 8e09 f963 70b8 91396 2514 b9e d3f d36247a 1b1 c74 02f9ed93 221a4 49e34a 7aa2c71e9ae bcb71 c4c0eeb2 484b96aa 83087 f6f9e470 c72 ed5 f4e8 f8e8 e845 306b4f1 d3e7 8fba019 f352ae 3be4 01bf5 bd0e7a 5b28 b8ab54754 3a243 6fbddc64 f8b7be0 43d1 c15 5f9 fcd5b1 696b0cb2a c7ee8eaa 6e7a5a0 b474 52f5b9 77b4 1f9 c6aee 2a01ad0196 f09 493a82 ec4 2e1d8 b78c8c4 233 f1298aa 4e2 cc1 6c68 7da2 22a65 fe7d9 ebf114bfcfa6a0e 104d1170 11e6767 7a94e 9cf5dcf4 81d7a65d25f4f7 492 c70ee4 6529a 0a8d0 045b1864 8d3 2e9fc38bc1b5e54a7 d9a0 511b1d15 e71e9 06750 e488 7c8 f759 c16 5f7 b8efaa e1 e9ff5f31 4e2a77 32b33ed 9a4d4 bc1 1b3 4240 c709 8bf6077 5b09 b0b69dc0a60 29 2df4 eb48 54dc3e8 635d18f750dd256 b9ffac0 1a3b83d1 61a119 2e9b1d3e 4a8d5 fc65 1f6 8288 b2a526 d78 71a5 c3e52a bcb76 f663e 7bba 0363fb5 06a396 2751 d68 d05228 b00 3115a5 d1e8 90d4 b40 05c4 21ad3ec4 dc4a5e62 b531 0c5 cb7c7a9 5d5 926c8 2cbe7f40c821 f04e2a 4e68 2a5d0 4d6e 01c3 9610 c88 5a66b3e545 7b42 839 78782be6d7 8fb9256 0715 06076 8471a 16bc29e cffad44 e26c5013 d6ad2065 c68 64f36 c48 d7fb4 f4b3 f8e 98db4d4 8ff5d8 b5a2 f883 ba7b3c7 2691 f699 28b5 3f8 e86352a d01 c703 c6 c6155 cf9057 8119e 7fe9 f82 30f6825 db01 077 b9e0b47a89 279c1 058d64b25c3 c1e 71a890 bb6 ed f3cb3e4 b10 f391 8a6b4 25a4b96c33e6 b52 ed4d7 b275a 18f2314a7 c5fba5 c3 c911 58b7 380a85a 6d16 4e3a5e 1c6 d524a 7eb9 d97ec3b2e 7b1 86cbb5 db59 5c6 c3a8a 063b44f6820e 78b85203 7e081 2d6e 0e08a 5bf0 8353 c6efdbdd55 f94 60367a 1a219 0195 fc1 fcd0c51c8d69 d7b77634a 0f8 69ab9dc90 892a7 0207 c48a0 db5 3f2 0064 b062 34d1 47a6 c5ac6 f61 f46 4c4 93c48 b7d20 d8e b72e0 7b60a 2e0b0b8e 4dc823abf16 00f6a5dbf8 bb1 ce7e 331fc9 f6d5 61dfc02a7 865de7f527b4a2c7f9 181d03d3 c90 c76 097 c4be 2f0 79d9 8dc717 b63 d9ff8673a 44a76 b8f5e875a 5f2 69ab4 435 f924 7f0 14749 5e249 7b3e 7c4 4675 58 a68d979 76fb5 f9312 d84 bc0 d5fb1e 614f9149 8e5b18389 4b5 d3f5200 5b0a5 01f 5b24e3ff 582d497e b5e27 03138 dd3 1d4 935b7548 cb4 0bf4dc0b9 cc25f6605 8a7 d0b39 b849a ef6 d3b82d6 1e55aa4 47a34 c19 f1b977a49 82f9c4 b81 6a3f9 3259 76 f7cbf9 9403 fe5d295b259d7b9 0dd2 f3e d757 d235 55a08 61d5 f0 be5b93b8 4d25 66eb79 c37 b3 c8cd674a 1c0 3b83 b6b1a10 c78b25a7e4 c83 022e f059 588b21421 d 6ed08 c1b78eea c177fb5 3b2 b24 f40d34eb de7a3a 6f0 517d83b8 e8d5 c78 79206 c365aa2 22e58 532a1e 8c1 6b1 69ef501dfc48994 e3e07 e54a5 d7ee4 407a2e 9617 b5f8 82b2 f6 b852e 6307 3280a b5b8 78bc4dcdfcc6ff6b2f2 0d30 7e9d0f4 35fb32 11e0e9 de8ba 18d7 02a2 c92 c0cb784 4ac6 0f26 c1 c054 6b04 c8 cd1 24f53e34 e989 007831 f08 be8d9d7ff3 b76ae 1592ff8e 63eb f42 c19 6b4e 12415 4cc9ae7 9f3 34b 4ff81fc08e7 f157 c55 64f5d7e 0d0 b616 f418 78ddc6 c0a3 3da66 3243 588b128 c0 7e0e875 d038 1c6 12a3 c660 2b1e c6b1d05 b9 cc6 f02 11d9 93d8 2ab8 c510 c6e 2f3 7cf78f9aeb78 42a85 d478 d5e b2f44c4d87 5da7 c36a2 c1a9 f55 baf5 d9e0 2ce8 c5 4c13 fcf09d1ef3f6 867ac773 fc0 c859 d3 f430e 90b3 6fe3 2a401 d79a7a 3c2 6f8 c7a175 df1a3207 5f6a 3e081 53c84e7a0 533 c10 d158e 0d50fb4a 8d8 b94 f2f729 f e3924 f47d6743 b4f31e17 9d5 f11 f82 d7b7ad3 f784 82b5 c65 c58 3a56 f501e 23a1 1355bea 1087 be4b57d7 b92 7eff6702 465a1 b9d2 3a389 409 c39a30 312b5fe0 6fe 83d9db3e7 ee33a f8e51 c5 b8a853 8d7 00313 f5 dc2a d936 3a3ef7f7 2d89 306e6 31 c5d9 60b3 6f9 be71 39ed 724a60 c06 662a7a 184bce6 c86 b21d3877 b18 c8be 6db82 e3083a1 fe11 b4350 0a251 996a f4025 1e525 90e0e 9e235 6dd348 f7e13 982 b5913 62b8ff4 cfb7b2 b498 1e6 c5e54 de90e 94c0130 0f8e 5158 f5 b0044 471 f83d013 f7 ab27a6e2 e738a2 f0 c256 bd5 9b74 d78e 78c6c1 597b758e5 5e7 f9d6 025 c9f2685a