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Journal of Theoretical and Applied Electronic Commerce Research, Volume 20, Issue 3

2025 September - 102 articles

Cover Story: This study investigates how metaverse characteristics—sociability, immersiveness, and environmental fidelity—influence continuance intention, mediated by consumer experience. A Delphi study with 26 experts validated these characteristics. Data from 391 metaverse users, analyzed via PLS-SEM, revealed that consumer experience fully mediates the effects of immersiveness and environmental fidelity and partially mediates sociability’s impact on continuance intention. NCA confirmed consumer experience as a prerequisite, while IMPA identified sociability as the primary driver. These findings extend experience-dominant logic to virtual settings and provide actionable insights for enhancing metaverse engagement. View this paper
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Articles (102)

  • Article
  • Open Access
3 Citations
5,084 Views
17 Pages

Evidence from practice and academic literature indicates that, compared with traditional e-commerce, consumers in social commerce are more prone to impulsive purchasing. This heightened tendency can be attributed to the robust interaction among users...

(This article belongs to the Collection Enhancing Consumer Experience Through Mobile Commerce: Challenges and Opportunities)
  • Article
  • Open Access
12 Citations
8,544 Views
30 Pages

Against the backdrop of accelerating global trade and rising consumer expectations, cross-border e-commerce must urgently increase consumers’ willingness to reuse them. This study uses social exchange theory (SET) and resource dependency theory...

(This article belongs to the Section Digital Business, Governance, and Sustainability)
  • Article
  • Open Access
4 Citations
3,081 Views
25 Pages

Open-source generative AI technologies offer transparent and customizable alternatives to proprietary AI systems, the concept of which closely aligns with the principles of open innovation. Organizations with strong open-source orientations may have...

  • Article
  • Open Access
5 Citations
2,683 Views
37 Pages

The rapid rise of live streaming e-commerce has transformed retail dynamics; however, the allocation of after-sales service costs between live streaming salespeople and manufacturers remains a critical, unresolved issue, exacerbated by fairness conce...

  • Article
  • Open Access
6 Citations
4,815 Views
23 Pages

This study investigates how the packaging image of agricultural products in livestreaming commerce influences consumers’ repurchase intentions and, on this basis, formulates effective packaging improvement strategies to enhance repurchase inten...

(This article belongs to the Topic Livestreaming and Influencer Marketing)
  • Systematic Review
  • Open Access
16 Citations
12,008 Views
25 Pages

Trust and engagement in social commerce are increasingly recognized as critical drivers of consumers’ purchase intentions. This study aims to review the existing literature on consumer trust and engagement in social commerce by identifying the...

(This article belongs to the Section Data Science, AI, and e-Commerce Analytics)
  • Article
  • Open Access
24 Citations
11,994 Views
32 Pages

This study investigates how AI-driven virtual anchors affect consumers’ purchase intentions by identifying their key attributes, underlying mechanisms, and configurational interplay. We integrate latent Dirichlet allocation (LDA), structural eq...

(This article belongs to the Special Issue Electronic Commerce and Information Management Towards the Digital Era)
  • Article
  • Open Access
9 Citations
11,805 Views
37 Pages

Unpacking Customer Experience in Online Shopping: Effects on Satisfaction and Loyalty

  • Paulo Botelho Pires,
  • Beatriz Martins Perestrelo and
  • José Duarte Santos

Drawing on experience–satisfaction–loyalty, this study models how specific digital retail interface attributes translate into behavioural outcomes. Survey data from Portuguese online shoppers were analysed with PLS-SEM to test a formative...

  • Article
  • Open Access
3,885 Views
18 Pages

This study investigates how different mobile advertising cues (WOM, product, and price cues) affect consumer responses in terms of advertisement clicks and purchases. A large-scale field experiment was conducted on a mobile online learning platform w...

(This article belongs to the Topic Innovations in New Media: Shaping the Future of Interactive Marketing)
  • Article
  • Open Access
2 Citations
3,639 Views
18 Pages

As AI recommendation systems become increasingly important in consumer decision-making, leveraging sound cues to optimize user interaction experience has become a key research topic. Grounded in the theory of perceptual contagion, this study centers...

(This article belongs to the Topic Neuromarketing and Sensory Experience in the Age of Emerging Technologies)
  • Article
  • Open Access
6 Citations
6,611 Views
27 Pages

The growing influence of social media personalities in shaping consumer behavior presents significant opportunities and challenges for marketers. This research integrates Social Identity Theory with the influencer marketing literature to investigate...

(This article belongs to the Topic Innovations in New Media: Shaping the Future of Interactive Marketing)
  • Article
  • Open Access
3 Citations
3,931 Views
26 Pages

With the rapid growth of user demand for large language models (LLMs) in their work, the application market is driving intense competition among large language model providers (LLMPs). Users have different preferences and psychological perceptions to...

(This article belongs to the Special Issue ICEC 2025: Transforming E-Commerce with AI: Navigating Innovation, Personalization, and Ethical Challenges)
  • Article
  • Open Access
9 Citations
5,309 Views
38 Pages

Generative and Adaptive AI for Sustainable Supply Chain Design

  • Sabina-Cristiana Necula and
  • Emanuel Rieder

This study explores how the integration of generative artificial intelligence, multi-objective evolutionary optimization, and reinforcement learning can enable sustainable and cost-effective decision-making in supply chain strategy. Using real-world...

(This article belongs to the Special Issue Digitalization and Sustainable Supply Chain)
  • Article
  • Open Access
5 Citations
6,508 Views
18 Pages

The development of Artificial intelligence (AI) technology has brought new ideas and opportunities to destination marketing. However, existing studies lack sufficient empirical research to explore the impact of AI anchors on tourists’ travel in...

(This article belongs to the Special Issue Emerging Digital Technologies and Consumer Behavior)
  • Article
  • Open Access
7,099 Views
18 Pages

With the rise of e-commerce, mobile devices, and social media, consumers’ online social and shopping behaviors have become increasingly integrated, making social commerce a major force in the digital marketplace. In this context, consumer behav...

(This article belongs to the Topic Innovations in New Media: Shaping the Future of Interactive Marketing)
  • Article
  • Open Access
5 Citations
6,019 Views
24 Pages

In today’s fierce market competition, enterprises must quickly attract consumers’ attention to products and prompt them to make purchases. Based on regulatory focus theory, this study examines the impact of the congruence between different types of g...

(This article belongs to the Topic Innovations in New Media: Shaping the Future of Interactive Marketing)
  • Article
  • Open Access
15 Citations
11,731 Views
26 Pages

The rapid expansion of e-commerce has pushed firms to adopt more sophisticated digital marketing strategies to reach, engage, and retain consumers. Research has shown that digital marketing significantly enhances firm performance by enhancing marketi...

(This article belongs to the Special Issue ICEC 2025: Transforming E-Commerce with AI: Navigating Innovation, Personalization, and Ethical Challenges)
  • Article
  • Open Access
8 Citations
4,515 Views
20 Pages

County economies are essential drivers of national economic development, acting as critical engines for growth and regional equilibrium. This study uses the National Rural E-commerce Comprehensive Demonstration policy, initiated by the Ministry of Fi...

(This article belongs to the Section Data Science, AI, and e-Commerce Analytics)
  • Article
  • Open Access
3 Citations
4,855 Views
27 Pages

In today’s world, with rapidly developing technology, it has become possible to perform many transactions over the internet. Consequently, providing better service to online customers in every field has become a crucial task. These advancements...

(This article belongs to the Collection Utilizing Models for e-Business Decision-Making: From Data to Wisdom)
  • Article
  • Open Access
9 Citations
2,331 Views
24 Pages

This paper examines the risks linked to E-business collaboration between China and West Africa, with particular emphasis on Ghana as a pivotal digital commerce centre. This research employs the Hesitant Fuzzy Best–Worst Method (HF-BWM) to syste...

  • Article
  • Open Access
5 Citations
2,591 Views
23 Pages

This study investigates how new ventures on global e-commerce platforms use textual marketing signals to attract foreign consumers, a critical challenge characterized by information asymmetry. Integrating Signaling Theory and Optimal Distinctiveness...

(This article belongs to the Section Entrepreneurship, Innovation, and Digital Business Models)
  • Article
  • Open Access
32 Citations
3,092 Views
16 Pages

Facilitating Patient Adoption of Online Medical Advice Through Team-Based Online Consultation

  • Xiaofei Zhang,
  • Lulu Zhou,
  • Siqi Wang,
  • Cunda Fan and
  • Dongdong Huang

The emergence of online medical teams (OMTs) as a multidisciplinary approach to addressing complex health issues has gained increasing academic recognition. However, the factors influencing patient adoption of medical advice in this new communication...

(This article belongs to the Special Issue ICEC 2025: Transforming E-Commerce with AI: Navigating Innovation, Personalization, and Ethical Challenges)
  • Article
  • Open Access
3,032 Views
28 Pages

With the rapid expansion of user-generated content (UGC) platforms, digital empowerment has emerged as a crucial strategy for enhancing platform competitiveness. This study investigates how different digital empowerment models—no digital empowe...

  • Article
  • Open Access
3,544 Views
32 Pages

Faster Delivery? You May Be Paying a Higher Price than Others!

  • Tao Jiang,
  • Kaigeng Shen,
  • Wenxiao Fu,
  • Wenshuo Liu and
  • Shuwei Wang

The development of information technology allows firms to access consumer purchase records, enabling them to distinguish between new and old consumers. Firms can then provide these groups with respective product pricing and promised delivery time. Th...

  • Article
  • Open Access
3 Citations
4,044 Views
24 Pages

Cross-category innovation in digital platform ecosystems is increasingly pivotal for competitive reconfiguration, and the value it generates for users primarily stems from the benefits of network effects. By extending the spatial competition framewor...

  • Article
  • Open Access
17 Citations
4,478 Views
22 Pages

Artificial intelligence (AI) is reshaping customer service, with AI-powered chatbots serving as a critical component in delivering continuous support across sales, marketing, and service domains, thereby enhancing operational efficiency. However, con...

  • Article
  • Open Access
2 Citations
1,702 Views
29 Pages

With the steady global progress in integrating technology into healthcare delivery, doctors’ behavioral patterns on online healthcare platforms have increasingly become a focal point in the fields of digital health and healthcare service manage...

(This article belongs to the Topic Data Science and Intelligent Management)
  • Article
  • Open Access
1 Citations
3,711 Views
37 Pages

Internet service platforms dynamically charge service prices to satisfy the time-varying service demand by leveraging both full- and part-time service providers. This study developed a dynamic pricing model for a monopolistic service platform under t...

(This article belongs to the Topic Data Science and Intelligent Management)
  • Article
  • Open Access
7 Citations
6,341 Views
25 Pages

The Role of AI Technologies in E-Commerce Development: A European Comparative Study

  • Claudiu George Bocean,
  • Luminița Popescu,
  • Dalia Simion,
  • Natalița Maria Sperdea,
  • Carmen Puiu,
  • Roxana Cristina Marinescu and
  • Enescu Maria

As global economies accelerate their digital transformation, artificial intelligence (AI) technologies have become a key driver of innovation and economic growth, especially in the electronic commerce sector. This study examines the impact of AI appl...

  • Article
  • Open Access
12 Citations
7,657 Views
26 Pages

In today’s service-driven economy, brands increasingly turn to social media marketing activities (SMMA) to build meaningful, long-term customer relationships. Grounded in social exchange theory (SET), this study examines how SMMA influences cus...

  • Article
  • Open Access
3 Citations
2,063 Views
21 Pages

Fueled by advances in cloud technologies and industrial platforms, networked collaborative manufacturing platforms (NCMPs) are reshaping how products are priced and customized. As decision rights increasingly shape value creation within these platfor...

  • Article
  • Open Access
8 Citations
5,578 Views
24 Pages

User-generated content, such as product and app reviews, offers more than just sentiment. It provides a rich spectrum of emotional expression that reveals users’ experiences, frustrations and expectations. Traditional sentiment analysis, which...

  • Article
  • Open Access
1 Citations
2,354 Views
20 Pages

E-commerce platforms offering regional fresh produce often face a trade-off between logistics costs and product quality. Due to limited use of cold chain logistics, consumers frequently receive damaged goods, resulting in negative post-purchase exper...

(This article belongs to the Special Issue Electronic Commerce and Information Management Towards the Digital Era)
  • Article
  • Open Access
4 Citations
4,673 Views
40 Pages

E-commerce indicators are very complex and have a wide range of levels of complexity and applications. The digital economies that we are oriented towards also have complex features in terms of consumers and businesses. The research objectives are foc...

  • Article
  • Open Access
2 Citations
3,407 Views
36 Pages

In the rapidly evolving landscape of digital marketing and electronic commerce, short-form content—particularly on platforms like Twitter (now X)—has become pivotal for real-time branding, community engagement, and product promotion. The...

  • Article
  • Open Access
1 Citations
1,913 Views
23 Pages

The construction and enhancement of ecological niches are essential for small and medium-sized enterprises (SMEs), with digital platforms serving as key carriers for achieving niche improvement. However, SMEs encounter a “distinctiveness–...

  • Article
  • Open Access
4 Citations
3,644 Views
24 Pages

Unveiling a Hidden Driver of Online Rating Bias: The Role of Consumer Variety-Seeking Behavior

  • Shida Ni,
  • Basak Denizci Guillet,
  • Yixing Gao,
  • Rob Law and
  • Baiqing Sun

Variety-seeking is a fundamental motivation in consumer decision making, yet its subsequent effect on consumer behavior is not fully understood. Thus, this study aims to investigate how consumers’ variety-seeking behaviors influence their subse...

(This article belongs to the Special Issue Electronic Commerce and Information Management Towards the Digital Era)
  • Article
  • Open Access
4 Citations
5,521 Views
23 Pages

The rapid progress of generative artificial intelligence (AI) has sparked growing concerns regarding its misuse, privacy risks, and ethical issues. This study investigates the interplay between Generative AI Abuse Anxiety, trust, perceived usefulness...

  • Article
  • Open Access
14 Citations
6,345 Views
32 Pages

The accelerated development of e-commerce has given rise to sophisticated systems defined by significant user interaction, a variety of product offerings, and considerable quantities of structured and unstructured data. Upholding trust and operationa...

  • Article
  • Open Access
12 Citations
5,465 Views
20 Pages

This study examines the role of algorithmic fairness in alleviating digital financial stress among consumers across OECD countries, utilizing panel data spanning from 2010 to 2023. By introducing a digital financial stress index—constructed fro...

(This article belongs to the Special Issue Electronic Commerce and Information Management Towards the Digital Era)
  • Article
  • Open Access
5 Citations
3,574 Views
39 Pages

Wine reviews can connect words to flavours; they entwine sensory experiences into vivid stories. This research explores the intersection of artificial intelligence and oenology by using state-of-the-art neural networks to decipher the nuances in wine...

(This article belongs to the Topic Data Science and Intelligent Management)
  • Article
  • Open Access
4 Citations
3,959 Views
24 Pages

Understanding the coupling mechanism and coordinated development between digital transformation and operational efficiency in logistics enterprises is vital for optimizing resource allocation and promoting high-quality, sustainable growth in the logi...

  • Article
  • Open Access
2 Citations
2,655 Views
28 Pages

This paper investigates the incentive mechanism for dual-channel healthcare service supply chains, where doctors simultaneously undertake both offline and online medical tasks, based on the common agency theory. Considering the geographical distance...

  • Article
  • Open Access
23 Citations
5,273 Views
23 Pages

This study explores the psychological and social impacts of the forced use of self-service technologies (SSTs) in South Korea’s hospitality and tourism sectors, focusing on perceptions of service dehumanization among different age groups. Groun...

(This article belongs to the Special Issue Human–Technology Synergies in AI-Driven E-Commerce Environments)
  • Article
  • Open Access
2,819 Views
27 Pages

With the rapid development of e-commerce, ensuring product quality on online platforms has become increasingly important, especially in developing countries where market regulations are still underdeveloped. By treating different sellers offering the...

  • Article
  • Open Access
4 Citations
2,210 Views
34 Pages

An Extended FullEX Method: An Application to the Selection of Online Orders Distribution Modes Based on the Shared Economy

  • Milena Ninović,
  • Momčilo Dobrodolac,
  • Sara Bošković,
  • Đorđije Dupljanin,
  • Dragan Lazarević and
  • Slaviša Dumnić

Urbanization and the rapid growth of e-commerce have significantly increased delivery volumes in cities, creating challenges in terms of cost, efficiency, and sustainability in last-mile delivery (LMD). To address these challenges, this paper propose...

  • Article
  • Open Access
2 Citations
1,504 Views
18 Pages

Digital transformation (DT) has emerged as a key strategic lever for enhancing firm resilience and competitiveness, yet its influence on non-productive investment behaviors, such as corporate financial investment, remains underexplored. Existing stud...

  • Article
  • Open Access
4 Citations
4,311 Views
24 Pages

The integration of AI into online platforms is reshaping consumer experience and behavior. While existing research has largely focused on the role of AI in search services and experience services, few studies have examined the role of AI in the conte...

(This article belongs to the Special Issue ICEC 2025: Transforming E-Commerce with AI: Navigating Innovation, Personalization, and Ethical Challenges)
  • Article
  • Open Access
14 Citations
9,225 Views
18 Pages

Virtual AI-driven streamers have been gradually used in live commerce, and they may affect consumer impulsive purchase intention. Drawing on the stimulus–organism–response (S-O-R) model, this research examined consumer impulsive purchase...

  • Article
  • Open Access
6 Citations
6,761 Views
23 Pages

Fan growth serves as a critical performance indicator for the sustainable development of livestreaming e-commerce (LSE). However, existing research has paid limited attention to this topic. This study investigates the unique interactive advantages of...

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J. Theor. Appl. Electron. Commer. Res. - ISSN 0718-1876