Evidence map›Paper›PMID 40435186›Full record

ArticlePloS one2025

Roles of logistics service quality in shaping generation Z customers' repurchase intention and electronic word of mouth in E-commerce industry.

Thi Thuy An Ngo, Gia Khuong An, Dang Khoa Dao, Ngoc Quynh Nhu Nguyen, Ngoc Yen Vy Nguyen, Bao Han Phong

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Thi Thuy An NgoDepartment of Business Administration, FPT University, Can Tho City, Vietnam.ORCID https://orcid.org/0000-0001-7510-972X
Gia Khuong AnDepartment of International Business, FPT University, Can Tho City, Vietnam.ORCID https://orcid.org/0009-0007-4243-915X
Dang Khoa DaoDepartment of International Business, FPT University, Can Tho City, Vietnam.ORCID https://orcid.org/0009-0005-6430-9271
Ngoc Quynh Nhu NguyenDepartment of International Business, FPT University, Can Tho City, Vietnam.
Ngoc Yen Vy NguyenDepartment of International Business, FPT University, Can Tho City, Vietnam.
Bao Han PhongDepartment of International Business, FPT University, Can Tho City, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As e-commerce continues to reshape retail landscapes, logistics service quality (LSQ) has become a crucial determinant of customer trust, satisfaction, and long-term engagement. This study investigates the impact of logistics service quality (LSQ) dimensions on the behavioral intentions of Generation Z consumers within Vietnam's rapidly expanding e-commerce sector. The research focuses on how various LSQ factors-timeliness, personal contact quality, order accuracy, order condition, order discrepancy handling, and return convenience-affect trust and satisfaction, which subsequently influence repurchase intention and electronic word-of-mouth (eWOM). A quantitative approach was employed, gathering data from 495 Generation Z consumers with prior online shopping experience. Partial Least Squares Structural Equation Modeling (PLS-SEM) was used to test the proposed model and its hypotheses. This study found that key LSQ attributes play a significant role in shaping both trust and satisfaction, which, in turn, drive repurchase intention and eWOM. However, the findings indicate that Generation Z's expectations for seamless logistics experiences vary across different service attributes. While factors such as order accuracy, order condition, and order discrepancy handling contribute to satisfaction, they do not necessarily build trust, highlighting the generation's high standards and perception of these aspects as fundamental rather than differentiating features. This study challenges traditional LSQ frameworks by highlighting the evolving expectations of digital-native consumers. It offers practical insights for e-commerce businesses, emphasizing the need for a strategic blend of technological efficiency, personalized interactions, and seamless post-purchase services to enhance customer loyalty and competitiveness in the digital marketplace.

Indexed as

CommerceConsumer BehaviorIntentionAdultFemaleHumansMaleMiddle AgedSurveys and QuestionnairesTrustVietnamYoung Adult

Identifiers

PMID40435186
PMCPMC12118890

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.