Electronic Commerce Research

Article	Citations
20 years of Electronic Commerce Research	115
Mobile payment adoption in the time of the COVID-19 pandemic	64
Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator	37
RETRACTED ARTICLE: Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis	36
Blockchain for sustainable supply chain management: trends and ways forward	34
Study on early warning of E-commerce enterprise financial risk based on deep learning algorithm	30
Cross-border e-commerce platform for commodity automatic pricing model based on deep learning	29
Do digital natives use mobile payment differently than digital immigrants? A comparative study between generation X and Z	26
A combined AHP–TOPSIS–DEMATEL approach for evaluating success factors of e-service quality: an experience from Indian banking industry	25
Spam review detection using LSTM autoencoder: an unsupervised approach	23
Estimating city-level poverty rate based on e-commerce data with machine learning	22
What makes consumers trust and adopt fintech? An empirical investigation in China	21
Effectiveness of Fine-tuned BERT Model in Classification of Helpful and Unhelpful Online Customer Reviews	21
Reselling or agency selling? The strategic role of live streaming commerce in distribution contract selection	21
Barriers to blockchain adoption for supply chain finance: the case of Indian SMEs	21
Social media influencer marketing: foundations, trends, and ways forward	21
Game theoretic analysis of logistics service coordination in a live-streaming e-commerce system	20
A comparative analysis between FinTech and traditional stock markets: using Russia and Ukraine war data	18
Let’s play! Gamification as a marketing tool to deliver a digital luxury experience	18
The impact of anthropomorphism on customer satisfaction in chatbot commerce: an experimental study in the food sector	17
Will fintech development increase commercial banks risk-taking? Evidence from China	16
Optimal pricing decision of composite service offered by network providers in E-commerce environment	16
Pricing and personal data collection strategies of online platforms in the face of privacy concerns	16
E-business adoption costs and strategies for retail micro businesses	15
Measuring the consumer engagement related to social media: the case of franchising	15

The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade	14
Examining the role of the marketing activity and eWOM in the movie diffusion: the decomposition perspective	14
A comparative study of online consumer reviews of Apple iPhone across Amazon, Twitter and MouthShut platforms	14
Foundations of consumption and production in the sharing economy	13
Optimal platform sales mode in live streaming commerce supply chains	13
Consumer characteristics and e-grocery services: the primacy of the primary shopper	13
Fintech Growth during COVID-19 in MENA Region: Current Challenges and Future prospects	11
Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province	11
The impact of COVID-19 pandemic restrictions on offline and online grocery shopping: New normal or old habits?	11
The impact of FinTech firms on bank financial stability	11
The impact of perceived risks on internet banking adoption in Iran: a longitudinal survey	11
What motivates consumer to engage in microblogs? The roles of brand post characteristics and brand prestige	10
Modeling users’ acceptance of mobile social commerce: the case of ‘Instagram checkout’	10
The influence of community engagement on seller opportunistic behaviors in e-commerce platform	10
Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders' preferences and the platforms’ intentions	10
Examining social media live stream’s influence on the consumer decision-making: a thematic analysis	10
Prediction on transaction amounts of China’s CBEC with improved GM (1, 1) models based on the principle of new information priority	10
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market	9
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	9
Will the community O2O service supply channel benefit the elderly healthcare service supply chain?	9
The business analysis on the home-bias of E-commerce consumer behavior	9
Exploring the development of environmentally sustainable products through reward-based crowdfunding	9
RETRACTED ARTICLE: Digital finance, corporate financialization and enterprise operating performance: an empirical research based on Chinese A-share non-financial enterprises	9
Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market	9
Mining sustainable fashion e-commerce: social media texts and consumer behaviors	9
An analysis on the policy evolution of cross-border ecommerce industry in China from the perspective of sustainability	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
Analyzing Bitcoin transaction fees using a queueing game model	8
A multi-perspective lens on web assurance seals: contrasting vendors’ intended and consumers’ perceived effects	8
The effect of digital finance on Residents' happiness: the case of mobile payments in China	8
Optimal contract design for live streaming shopping in a manufacturer–retailer–streamer supply chain	8
What determines the differentiation in the e-commerce adoption by consumers: evidence from Russia	8
A cross-platform analysis of the equity crowdfunding Italian context: the role of intellectual capital	8
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	8
The influence of eWOM information structures on consumers’ purchase intentions	8
The role of cognitive complexity and risk aversion in online herd behavior	8
Proposing improved meta-heuristic algorithms for clustering and separating users in the recommender systems	8
How Citizen Demand Affects the Process of M-Government Adoption: An Empirical Study in China	8
Proliferation in live streaming commerce, and key opinion leader selection	8
Should doctors use or avoid medical terms? The influence of medical terms on service quality of E-health	8
Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method	7
Online sellers’ financing strategies in an e-commerce supply chain: bank credit vs. e-commerce platform financing	7
Developing and testing a measurement scale for SMEs’ website quality (SMEs-WebQ): Evidence from Indonesia	7
E-commerce warehouse layout optimization: systematic layout planning using a genetic algorithm	7
Kickstarting blockchain: designing blockchain-based tokens for equity crowdfunding	7
Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain	7
The one to watch: Heuristic Determinants of Viewership among Influential Twitch Streamers	7
The influence of patient-generated reviews and doctor-patient relationship on online consultations in China	7
Measurement of online review helpfulness: a formative measure development and validation	7
A comparative analysis of personal data protection regulations between the EU and China	7

Information services and omnichannel retailing strategy choices of e-commerce platforms with supplier competition	7
Uncovering research trends and opportunities on FinTech: a scientometric analysis	7
How to prioritize perceived quality attributes from consumers' perspective? Analysis through social media data	7
Implications of e-tailers’ transition from reselling to the combined reselling and agency selling	7
Manufacturers’ social e-commerce channel selection strategy with social popularity concern	7
Be constantly different! How to manage influencer authenticity	7
Knowledge mapping of e-commerce supply chain management: a bibliometric analysis	6
Dissecting click farming on the Taobao platform in China via PU learning and weighted logistic regression	6
Role of risk perception and situational factors in mobile payment adoption among small vendors in unorganised retail	6
26 years left behind: a historical and predictive analysis of electronic business research	6
Small businesses and FinTech: a systematic review and future directions	6
RETRACTED ARTICLE: Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic	6
Understanding Inconsistent Corruption Control through E-government Participation: Updated Evidence from a Cross-Country Investigation	6
Changes in consumer spending behavior during the COVID-19 pandemic across product categories	6
Box-office forecasting in Korea using search trend data: a modified generalized Bass diffusion model	6
Help me if you can: the advantage of farmers’ altruistic message appeal in generating engagement with social media posts during COVID-19	6
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry	6
Forecasting the nearly unforecastable: why aren’t airline bookings adhering to the prediction algorithm?	6
Cost behavior in e-commerce firms	6
Co-creation of value in Platform-Dependent Entrepreneurial Ventures	6
The processing of native advertising compared to banner advertising: an eye-tracking experiment	6
Agency or wholesale? retail selling format in the presence of new manufacturer introduction	6
SME participation in cross-border e-commerce as an entry mode to foreign markets: A driver of innovation or not?	6
An empirical study on facilitators and inhibitors of adoption of mobile banking in India	6
A study of cognitive effort involved in the framing effect of summary descriptions of online product reviews for search vs. experience products	6
How the attributes of content distributors influence the intentions of users to pay for content shared on social media	5
Coopetition in a platform ecosystem: from the complementors’ perspective	5
Magic mirror on the wall: Cross-buying at the point of sale	5
Recommendation agents: an analysis of consumers’ risk perceptions toward artificial intelligence	5
Optimal rebate strategy for an online retailer with a cashback platform: commission-driven or marketing-based?	5
An intelligent trading mechanism based on the group trading strategy portfolio to reduce massive loss by the grouping genetic algorithm	5
The optimal encroachment strategy of private-label considering the quality effort and platform’s e-word-of-mouth	5
Subscription strategy choices of network video platforms in the presence of social influence	5
Optimal advertising for a generalized Vidale–Wolfe response model	5
Should the assembly system with direct omnichannel introduce integrated management service? A game-theoretical modelling study	5
How does topic consistency affect online review helpfulness? The role of review emotional intensity	5
Thesaurus matching in electronic commerce	5
Crowdfunding as a screener for collective investment	5
Task-oriented vs. social-oriented: chatbot communication styles in electronic commerce service recovery	5
Does electronic economics matter to financial technology firms?	5
The effect of product distance on the eWOM in recommendation network	5
How livestream selling strategy interacts with product line design	5
Estimating user response rate using locality sensitive hashing in search marketing	5
A bibliometric and content analysis of technological advancement applications in agricultural e-commerce	5
RETRACTED ARTICLE: The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy	5
A comparison between the wholesale model and the agency model with different launch strategies in the book supply chain	5
E-commerce review sentiment score prediction considering misspelled words: a deep learning approach	5
Interaction between extrinsic and intrinsic online review cues: perspectives from cue utilization theory	5
How does e-commerce adoption impact micro, small, and medium enterprises’ performance and financial inclusion? Evidence from Indonesia	4
A novel approach for product competitive analysis based on online reviews	4
Group interaction and evolution of customer reviews based on opinion dynamics towards product redesign	4
Online channel configuration strategy considering contract manufacturer encroachment and green investment	4
Online sequential bundling: profit analysis and practice	4
A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong	4
Social capital and knowledge sharing among consumers in virtual communities: psychological ownership’s mediating effect	4
Are FinTech, Robotics, and Blockchain index funds providing diversification opportunities with emerging markets?Lessons from pre and postoutbreak of COVID-19	4
Does rural e-commerce agglomeration help expand family farms’ size? Evidence from Taobao villages in China's Yangtze River Delta	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
Linear feedback shift register and integer theory: a state-of-art approach in security issues over e-commerce	4
Critical success factors of Blockchain technology adoption for sustainable and resilient operations in the banking industry during an uncertain business environment	4
Crowdfunding sustainable products with the product search matrix: niche markets vs. mass markets	4
Physical or virtual showroom? The decision for omni-channel retailers in the context of cross-channel free-riding	4
Share or not share: the optimal logistics service strategy in a dual-channel e-commerce supply chain	4
Power structure and pricing in an omnichannel with buy-online-and-pick-up-in-store	4
The impact of social media input intensity on reward-based crowdfunding performance: evidence from China	4
Exploring side effects of ridesharing services in urban China: role of pollution–averting behavior	4
Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation	4
Defective products identification framework using online reviews	4
RETRACTED ARTICLE: The influence of the manufacturing agglomeration heterogeneity on the green economic efficiency in China	4
An eye-tracking study on the role of attractiveness on consumers’ purchase intentions in e-commerce live streaming	4
Internal IT modularity, firm size, and adoption of cloud computing	4
Selling through social media influencers in influencer marketing: participation-based contract versus sales-based contract	4
Intermediation in reward-based crowdfunding: a cash deposit mechanism to reduce moral hazard	4
Leveraging consumer behaviors for product recommendation: an approach based on heterogeneous network	4
Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	4
RETRACTED ARTICLE: Customer relationship management impact on customers' trust in the Palestinian telecommunications company Paltel during the Covid-19 era	3
Configuring managerial factors to enhance omnichannel experience and customer engagement behaviors for a solid loyalty loop	3
A cross-site comparison of online review manipulation using Benford’s law	3
Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach	3

Retraction Note: The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy	3
A knowledge graph approach for recommending patents to companies	3
How to boost e-commerce for poverty alleviation? A perspective on competitiveness analysis using online reviews	3
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	3
Supply and demand matching model of P2P sharing accommodation platforms considering fairness	3
Strategic introduction for competitive fresh produce in an e-commerce platform with demand information sharing	3
A default penalty model based on C2VP2C mode for internet financial platforms in Chinese market	3
An extended Bass Model on consumer quantity of B2C commerce platforms	3
Evaluating the utilization of technological factors to promote e-commerce adoption in small and medium enterprises	3
What prompts consumers to purchase online? A machine learning approach	3
Understanding customer regional differences from online opinions: a hierarchical Bayesian approach	3
Ad creative generation using reinforced generative adversarial network	3
A reliable location design of unmanned vending machines based on customer satisfaction	3
A service recommendation approach based on trusted user profiles and an enhanced similarity measure	3
From clicks to consequences: a multi-method review of online grocery shopping	3
The effect of social media on bank performance: an fsQCA approach	3
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations	3
A longitudinal study of e-commerce diversity in Europe	3
Metaverse in e-commerce industry: current trends and future prospects	3
Variance does matter in affecting the box office: a multi-aspect investigation	3
Rising stars prediction in reviewer network	3
Monopoly or competition: strategic analysis of a retailing technology service provision	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
Political social media marketing: a systematic literature review and agenda for future research	3
Metaverse-related perceptions and sentiments on Twitter: evidence from text mining and network analysis	3
A semantic transfer approach to keyword suggestion for search engine advertising	3
RETRACTED ARTICLE: Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and Tobit	2
The influence of the altruistic preferences of e-commerce platforms on the carbon emission reduction of manufacturers	2
Real-time bidding campaigns optimization using user profile settings	2
Challenges of blockchain implementation in SMEs’ supply chains: an integrated IT2F-BWM and IT2F-DEMATEL method	2
Live streaming e-commerce supply chain decisions considering dominant streamer under agency selling and reselling formats	2
Making customers more likely to come back: the role of background colour in triggering arousal to influence memory, attitude, and patronage intention	2
Author Correction: Online Advertising and Real Estate sales: evidence from the Housing Market	2
Personal antecedents of perceived deceptive pricing in online retailing: the moderating role of price inequality	2
Securing blockchain-based crowdfunding platforms: an integrated graph neural networks and machine learning approach	2
Exploring the digital innovation process and outcome in retail platform ecosystems: disruptive transformation or incremental change	2
Semantic model to extract tips from hotel reviews	2
Exploring determinants of digital music success in South Korea	2
Pricing and consumption in the P2P product sharing era: How does the dual-channel manufacturer cooperate with third-party sharing platforms?	2
Correction to: Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	2
Whose reviews are most valuable for predicting the default risk of peer-to-peer lending platforms? Evidence from China	2
Self-building or cooperating with a service platform: how should a dual-channel firm implement a trade-in program?	2
Online retailer’s optimal financing strategy in an online marketplace	2
Investigating the role of review presentation format in affecting the helpfulness of online reviews	2
Investigation on users’ resistance intention to facial recognition payment: a perspective of privacy	2
Will data on internet queries predict the performance in the marketplace: an empirical study on online searches and IPO stock returns	2
What influences users’ continuance intention of internet wealth management services? A perspective from network externalities and herding	2
Analysis of the efficiency of electronic reverse auction settings: big data evidence	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
Shill bidding in lenders’ eyes? A cross-country study on the influence of large bids in online P2P lending	2
Forecasting product sales using text mining: a case study in new energy vehicle	2
Research on the positioning method of online community users from the perspective of precision marketing	2
Rating and perceived helpfulness in a bipartite network of online product reviews	2
Selling mode choice and information sharing in an online tourism supply chain under channel competition	2
Managing homogeneous products in two competing supply chains under price and logistics service	2
Total factor productivity in Chinese manufacturing firms: the role of E-commerce adoption	2
Online Advertising and Real Estate sales: evidence from the Housing Market	2
Electronic word-of-mouth (eWOM) and customer brand engagement (CBE): Do they really go hand-in-hand?	2
Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival	2
Building dynamic capabilities of small and medium-sized enterprises through relational embeddedness: evidence from China	2
The role of expertise in herding behaviors: evidence from a crowdfunding market	2
Influence of personalised advertising copy on consumer engagement: a field experiment approach	2
Effect of other visible reviews’ votes and personality on review helpfulness evaluation: an event-related potentials study	2
More buyers or more sellers: on marketing resource allocation strategies of competing two-sided platforms	2
Covid-19 and mobile payment in Belgium: Closing the digital divide or just for the young, social, and impulsive?	2
Predicting video views of web series based on comment sentiment analysis and improved stacking ensemble model	2
Experimental study of the effects of structural assurance, personal experiences, and product reviews on repurchase behavior in e-commerce platforms	2
Proportional incentive contracts in live streaming commerce supply chain based on target sales volume	2