Electronic Commerce Research

Article	Citations
20 years of Electronic Commerce Research	127
Mobile payment adoption in the time of the COVID-19 pandemic	83
RETRACTED ARTICLE: Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis	57
Social media influencer marketing: foundations, trends, and ways forward	56
Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator	44
Blockchain for sustainable supply chain management: trends and ways forward	41
Study on early warning of E-commerce enterprise financial risk based on deep learning algorithm	40
A comparative analysis between FinTech and traditional stock markets: using Russia and Ukraine war data	39
Effectiveness of Fine-tuned BERT Model in Classification of Helpful and Unhelpful Online Customer Reviews	33
Cross-border e-commerce platform for commodity automatic pricing model based on deep learning	31
What makes consumers trust and adopt fintech? An empirical investigation in China	30
Reselling or agency selling? The strategic role of live streaming commerce in distribution contract selection	30
The impact of anthropomorphism on customer satisfaction in chatbot commerce: an experimental study in the food sector	30
Barriers to blockchain adoption for supply chain finance: the case of Indian SMEs	29
Do digital natives use mobile payment differently than digital immigrants? A comparative study between generation X and Z	29
Let’s play! Gamification as a marketing tool to deliver a digital luxury experience	22
Optimal platform sales mode in live streaming commerce supply chains	22
Game theoretic analysis of logistics service coordination in a live-streaming e-commerce system	22
The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade	21
E-business adoption costs and strategies for retail micro businesses	21
Be constantly different! How to manage influencer authenticity	21
How to increase consumer intention to use Chatbots? An empirical analysis of hedonic and utilitarian motivations on social presence and the moderating effects of fear across generations	18
Fintech Growth during COVID-19 in MENA Region: Current Challenges and Future prospects	17
The impact of COVID-19 pandemic restrictions on offline and online grocery shopping: New normal or old habits?	17
Will fintech development increase commercial banks risk-taking? Evidence from China	17

Measuring the consumer engagement related to social media: the case of franchising	16
Optimal pricing decision of composite service offered by network providers in E-commerce environment	16
Foundations of consumption and production in the sharing economy	16
The impact of FinTech firms on bank financial stability	15
The impact of perceived risks on internet banking adoption in Iran: a longitudinal survey	14
Mining sustainable fashion e-commerce: social media texts and consumer behaviors	14
Consumer characteristics and e-grocery services: the primacy of the primary shopper	13
Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders' preferences and the platforms’ intentions	13
Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain	13
E-commerce warehouse layout optimization: systematic layout planning using a genetic algorithm	13
Modeling users’ acceptance of mobile social commerce: the case of ‘Instagram checkout’	13
A study on the influence of the characteristics of key opinion leaders on consumers’ purchase intention in live streaming commerce: based on dual-systems theory	12
Critical success factors of Blockchain technology adoption for sustainable and resilient operations in the banking industry during an uncertain business environment	12
The influence of community engagement on seller opportunistic behaviors in e-commerce platform	12
Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market	12
Examining social media live stream’s influence on the consumer decision-making: a thematic analysis	12
The role of cognitive complexity and risk aversion in online herd behavior	11
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market	11
Exploring the development of environmentally sustainable products through reward-based crowdfunding	11
A bibliometric and content analysis of technological advancement applications in agricultural e-commerce	11
Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province	11
RETRACTED ARTICLE: Digital finance, corporate financialization and enterprise operating performance: an empirical research based on Chinese A-share non-financial enterprises	11
Small businesses and FinTech: a systematic review and future directions	11
Online sellers’ financing strategies in an e-commerce supply chain: bank credit vs. e-commerce platform financing	10
How Citizen Demand Affects the Process of M-Government Adoption: An Empirical Study in China	10
Proliferation in live streaming commerce, and key opinion leader selection	10
Should doctors use or avoid medical terms? The influence of medical terms on service quality of E-health	10
What motivates consumer to engage in microblogs? The roles of brand post characteristics and brand prestige	10
Prediction on transaction amounts of China’s CBEC with improved GM (1, 1) models based on the principle of new information priority	10
Uncovering research trends and opportunities on FinTech: a scientometric analysis	10
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry	10
Optimal contract design for live streaming shopping in a manufacturer–retailer–streamer supply chain	10
How does topic consistency affect online review helpfulness? The role of review emotional intensity	10
Kickstarting blockchain: designing blockchain-based tokens for equity crowdfunding	10
Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method	10
The effect of digital finance on Residents' happiness: the case of mobile payments in China	10
What determines the differentiation in the e-commerce adoption by consumers: evidence from Russia	9
Proposing improved meta-heuristic algorithms for clustering and separating users in the recommender systems	9
The one to watch: Heuristic Determinants of Viewership among Influential Twitch Streamers	9
Physical or virtual showroom? The decision for omni-channel retailers in the context of cross-channel free-riding	9
A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong	9
The influence of eWOM information structures on consumers’ purchase intentions	9
Coopetition in a platform ecosystem: from the complementors’ perspective	9
Developing and testing a measurement scale for SMEs’ website quality (SMEs-WebQ): Evidence from Indonesia	9
Role of risk perception and situational factors in mobile payment adoption among small vendors in unorganised retail	9
How to prioritize perceived quality attributes from consumers' perspective? Analysis through social media data	8
Can e-commerce platforms build the resilience of brick-and-mortar businesses to the COVID-19 shock? An empirical analysis in the Chinese retail industry	8
How to boost e-commerce for poverty alleviation? A perspective on competitiveness analysis using online reviews	8
26 years left behind: a historical and predictive analysis of electronic business research	8
An empirical study on facilitators and inhibitors of adoption of mobile banking in India	8

The influence of patient-generated reviews and doctor-patient relationship on online consultations in China	8
Cost behavior in e-commerce firms	8
Recommendation agents: an analysis of consumers’ risk perceptions toward artificial intelligence	8
E-commerce review sentiment score prediction considering misspelled words: a deep learning approach	8
The processing of native advertising compared to banner advertising: an eye-tracking experiment	8
How livestream selling strategy interacts with product line design	8
A cross-platform analysis of the equity crowdfunding Italian context: the role of intellectual capital	8
Knowledge mapping of e-commerce supply chain management: a bibliometric analysis	8
Information services and omnichannel retailing strategy choices of e-commerce platforms with supplier competition	8
How does e-commerce adoption impact micro, small, and medium enterprises’ performance and financial inclusion? Evidence from Indonesia	8
Internal IT modularity, firm size, and adoption of cloud computing	7
Changes in consumer spending behavior during the COVID-19 pandemic across product categories	7
Manufacturers’ social e-commerce channel selection strategy with social popularity concern	7
Agency or wholesale? retail selling format in the presence of new manufacturer introduction	7
SME participation in cross-border e-commerce as an entry mode to foreign markets: A driver of innovation or not?	7
RETRACTED ARTICLE: Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic	7
Implications of e-tailers’ transition from reselling to the combined reselling and agency selling	7
Magic mirror on the wall: Cross-buying at the point of sale	7
Box-office forecasting in Korea using search trend data: a modified generalized Bass diffusion model	7
Defective products identification framework using online reviews	7
Help me if you can: the advantage of farmers’ altruistic message appeal in generating engagement with social media posts during COVID-19	7
Should the assembly system with direct omnichannel introduce integrated management service? A game-theoretical modelling study	7
Measurement of online review helpfulness: a formative measure development and validation	7
Task-oriented vs. social-oriented: chatbot communication styles in electronic commerce service recovery	7
Are FinTech, Robotics, and Blockchain index funds providing diversification opportunities with emerging markets?Lessons from pre and postoutbreak of COVID-19	7
Configuring managerial factors to enhance omnichannel experience and customer engagement behaviors for a solid loyalty loop	7
Subscription strategy choices of network video platforms in the presence of social influence	7
Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation	6
Investigation on users’ resistance intention to facial recognition payment: a perspective of privacy	6
A study of cognitive effort involved in the framing effect of summary descriptions of online product reviews for search vs. experience products	6
Forecasting the nearly unforecastable: why aren’t airline bookings adhering to the prediction algorithm?	6
Co-creation of value in Platform-Dependent Entrepreneurial Ventures	6
The optimal encroachment strategy of private-label considering the quality effort and platform’s e-word-of-mouth	6
Does electronic economics matter to financial technology firms?	6
Optimal advertising for a generalized Vidale–Wolfe response model	6
Understanding Inconsistent Corruption Control through E-government Participation: Updated Evidence from a Cross-Country Investigation	6
Thesaurus matching in electronic commerce	6
RETRACTED ARTICLE: An intelligent trading mechanism based on the group trading strategy portfolio to reduce massive loss by the grouping genetic algorithm	6
Interaction between extrinsic and intrinsic online review cues: perspectives from cue utilization theory	6
Does rural e-commerce agglomeration help expand family farms’ size? Evidence from Taobao villages in China's Yangtze River Delta	6
How the attributes of content distributors influence the intentions of users to pay for content shared on social media	6
An eye-tracking study on the role of attractiveness on consumers’ purchase intentions in e-commerce live streaming	6
Optimal rebate strategy for an online retailer with a cashback platform: commission-driven or marketing-based?	6
Crowdfunding as a screener for collective investment	6
Covid-19 and mobile payment in Belgium: Closing the digital divide or just for the young, social, and impulsive?	6
Social capital and knowledge sharing among consumers in virtual communities: psychological ownership’s mediating effect	6
Crowdfunding sustainable products with the product search matrix: niche markets vs. mass markets	5
Share or not share: the optimal logistics service strategy in a dual-channel e-commerce supply chain	5
Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	5
Securing blockchain-based crowdfunding platforms: an integrated graph neural networks and machine learning approach	5
A longitudinal study of e-commerce diversity in Europe	5
Online channel configuration strategy considering contract manufacturer encroachment and green investment	5
A comparison between the wholesale model and the agency model with different launch strategies in the book supply chain	5
RETRACTED ARTICLE: The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy	5
Selling through social media influencers in influencer marketing: participation-based contract versus sales-based contract	5
The impact of social media input intensity on reward-based crowdfunding performance: evidence from China	5
Strategic introduction for competitive fresh produce in an e-commerce platform with demand information sharing	5
Evaluating the utilization of technological factors to promote e-commerce adoption in small and medium enterprises	5
The influence of the altruistic preferences of e-commerce platforms on the carbon emission reduction of manufacturers	5
The effect of dynamic information cues on sales performance in live streaming e-commerce: an IFT and ELM perspective	5
Personal antecedents of perceived deceptive pricing in online retailing: the moderating role of price inequality	5
RETRACTED ARTICLE: Innovative study on clustering center and distance measurement of K-means algorithm: mapreduce efficient parallel algorithm based on user data of JD mall	5
Leveraging consumer behaviors for product recommendation: an approach based on heterogeneous network	5
A novel approach for product competitive analysis based on online reviews	5
Estimating user response rate using locality sensitive hashing in search marketing	5
Linear feedback shift register and integer theory: a state-of-art approach in security issues over e-commerce	5
Group interaction and evolution of customer reviews based on opinion dynamics towards product redesign	4
Fintech and corporate governance: at times of financial crisis	4
The role of expertise in herding behaviors: evidence from a crowdfunding market	4
Ad creative generation using reinforced generative adversarial network	4
Factors affecting customer intention to return in online shopping: the roles of expectation disconfirmation and post-purchase dissonance	4
More buyers or more sellers: on marketing resource allocation strategies of competing two-sided platforms	4
RETRACTED ARTICLE: Customer relationship management impact on customers' trust in the Palestinian telecommunications company Paltel during the Covid-19 era	4
Reducing ecommerce returns with return credits	4
RETRACTED ARTICLE: Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and Tobit	4
Electronic word-of-mouth (eWOM) and customer brand engagement (CBE): Do they really go hand-in-hand?	4
RETRACTED ARTICLE: The influence of the manufacturing agglomeration heterogeneity on the green economic efficiency in China	4
A knowledge graph approach for recommending patents to companies	4
Influence of personalised advertising copy on consumer engagement: a field experiment approach	4
Power structure and pricing in an omnichannel with buy-online-and-pick-up-in-store	4

Forecasting product sales using text mining: a case study in new energy vehicle	4
The effect of social media on bank performance: an fsQCA approach	4
Exploring side effects of ridesharing services in urban China: role of pollution–averting behavior	4
Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach	4
Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival	4
Metaverse in e-commerce industry: current trends and future prospects	4
Rising stars prediction in reviewer network	4
Online sequential bundling: profit analysis and practice	4
Intermediation in reward-based crowdfunding: a cash deposit mechanism to reduce moral hazard	4
Political social media marketing: a systematic literature review and agenda for future research	4
From clicks to consequences: a multi-method review of online grocery shopping	4
Metaverse-related perceptions and sentiments on Twitter: evidence from text mining and network analysis	4
The contribution of shadow banking risk spillover to the commercial banks in China: based on the DCC-BEKK-MVGARCH-Time-Varying CoVaR Model	4
Sequence aware recommenders for fashion E-commerce	4
Building dynamic capabilities of small and medium-sized enterprises through relational embeddedness: evidence from China	3
A digital payment generalisation model: a meta-analytic structural equation modelling (MASEM) research	3
What influences users’ continuance intention of internet wealth management services? A perspective from network externalities and herding	3
Consumer reactions to technology in retail: choice uncertainty and reduced perceived control in decisions assisted by recommendation agents	3
Research on the pricing strategy of e-commerce agricultural products: should presale be adopted?	3
A semantic transfer approach to keyword suggestion for search engine advertising	3
Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions	3
Predicting video views of web series based on comment sentiment analysis and improved stacking ensemble model	3
Customer satisfaction in the pet food subscription-based online services	3
The influence of atmospheric cues and social presence on consumers' impulse buying behaviors in e-commerce live streaming	3
What prompts consumers to purchase online? A machine learning approach	3
Online grocery shopping adoption versus non-adoption among the over-50s in Germany	3
Buy online and pickup in-store: Co-opetition strategy of omnichannel supply chain players	3
When trust cues help helpfulness: investigating the effect of trust cues on online review helpfulness using big data survey based on the amazon platform	3
A default penalty model based on C2VP2C mode for internet financial platforms in Chinese market	3
Common typology of multi-sided platforms and virtual communities: analysis of business models using qualitative system dynamics	3
RETRACTED ARTICLE: How to help teachers deal with students’ cheating in Online Examinations: Design and Implementation of International Chinese Online Teaching Test Anti-Cheating Monitoring System (OI	3
Experimental study of the effects of structural assurance, personal experiences, and product reviews on repurchase behavior in e-commerce platforms	3
Proportional incentive contracts in live streaming commerce supply chain based on target sales volume	3
Live streaming e-commerce supply chain decisions considering dominant streamer under agency selling and reselling formats	3
Investigating the role of review presentation format in affecting the helpfulness of online reviews	3
A cross-site comparison of online review manipulation using Benford’s law	3
Making customers more likely to come back: the role of background colour in triggering arousal to influence memory, attitude, and patronage intention	3
Retraction Note: The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy	3
ICT infrastructure in firms and online sales	3
A reliable location design of unmanned vending machines based on customer satisfaction	3
Supply and demand matching model of P2P sharing accommodation platforms considering fairness	3
A service recommendation approach based on trusted user profiles and an enhanced similarity measure	3
Rating and perceived helpfulness in a bipartite network of online product reviews	3
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations	3
A literature survey of security issues in Cloud, Fog, and Edge IT infrastructure	3
Experiences in consumer flow in online supermarkets	3
Variance does matter in affecting the box office: a multi-aspect investigation	3
Open banking on the horizon: a scientometric analysis and research agenda	3
RETRACTED ARTICLE: Economic and comprehensive energy performance evaluation and business model of power enterprises under the double carbon background	2
Self-building or cooperating with a service platform: how should a dual-channel firm implement a trade-in program?	2
The psychology of online shopping cart abandonment: a scrutiny of the current research framework and building an improved model of the online shopper journey	2
Exploitative or explorative innovation? An event study of cloud computing business value	2
Shill bidding in lenders’ eyes? A cross-country study on the influence of large bids in online P2P lending	2
Research on the positioning method of online community users from the perspective of precision marketing	2
Developing a comprehensive service quality model for online to offline e-commerce platforms using a hybrid model	2
Selling mode choice and information sharing in an online tourism supply chain under channel competition	2
Pricing and consumption in the P2P product sharing era: How does the dual-channel manufacturer cooperate with third-party sharing platforms?	2
Customers’ motives to co-create in smart services interactions	2
The effectiveness of cross-platform targeted advertising strategy	2
How the metaverse influences marketing and competitive advantage of retailers: predictions and key marketing research priorities	2
Lean persuasive design of electronic word-of-mouth (e-WOM) indexes for e-commerce stores based on fogg behavior model	2
Analyzing default risk among P2P platforms based on the LAS-STACK method by considering multidimensional signals under specific economic contexts	2
Effect of construal level on the drivers of online-review-helpfulness	2
Online Advertising and Real Estate sales: evidence from the Housing Market	2
Beyond accuracy measures: the effect of diversity, novelty and serendipity in recommender systems on user engagement	2
Real-time bidding campaigns optimization using user profile settings	2
AI-powered voice assistants: developing a framework for building consumer trust and fostering brand loyalty	2
Social Commerce Mobile Application Enhancement: a hybrid text clustering - topic modeling business model analysis	2
An interaction model among enterprise and government actions and public opinion dissemination in negative events	2
Investigation of the factors influencing the online consumer’s choice of a service provider for home improvement	2
Towards privacy-preserving digital marketing: an integrated framework for user modeling using deep learning on a data monetization platform	2
Exploring determinants of digital music success in South Korea	2
Online retailer’s optimal financing strategy in an online marketplace	2
How do signaling and reputation function as critical clues to e-commerce platform governance? Evidence from Chinese rice transaction data	2
Technology gaps, social outreach and financial sustainability of South Asian MFIs: bootstrap DEA meta-frontier approach	2
The effect of in-store electronic word of mouth on local competitor spillovers in the quick service restaurant industry	2
An eye-tracking study on how the popularity and gender of the endorsers affected the audience’s attention on the advertisement	2
Online or not online: the impact of business owner’s risk preference on the adoption of e-business	2
Show me your face: investigating the effect of facial features in review images on review helpfulness	2
To see and then to believe: how image affect tenant decision-making and satisfaction on short-term rental platform	2
The impact of electronic word-of-mouth on corporate performance during COVID-19	2
Research on the influence of social capital on cooperation among subjects in electronic public service supply chain: a supernetwork model analysis	2
Managing consumer privacy risk: The effects of privacy breach insurance	2
Exploring the digital innovation process and outcome in retail platform ecosystems: disruptive transformation or incremental change	2
An integrated sentiment analysis and q-rung orthopair fuzzy MCDM model for supplier selection in E-commerce: a comprehensive approach	2
Correction to: Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	2
Improving smart deals system to secure human-centric consumer applications: Internet of things and Markov logic network approaches	2
Supervising or assisting? The influence of virtual anchor driven by AI–human collaboration on customer engagement in live streaming e-commerce	2
Challenges of blockchain implementation in SMEs’ supply chains: an integrated IT2F-BWM and IT2F-DEMATEL method	2
Mobile application e-grocery retail adoption challenges and coping strategies: a South African small and medium enterprises’ perspective	2
Author Correction: Online Advertising and Real Estate sales: evidence from the Housing Market	2
Application of data elements in the coupling of finance and technology on the digital electronic platform	2
The role of cross-border E-commerce on the export of goods and services	2
Is Bitcoin ready to be a widespread payment method? Using price volatility and setting strategies for merchants	2
A study on the role of uninterested items in group recommendations	2