Electronic Commerce Research

Article	Citations
Real-time bidding campaigns optimization using user profile settings	138
Retraction Note: Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic	88
Call for papers on “E-commerce for Rural and Agricultural Development”	73
SME participation in cross-border e-commerce as an entry mode to foreign markets: A driver of innovation or not?	62
Self-building or cooperating with a service platform: how should a dual-channel firm implement a trade-in program?	52
Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival	47
Warmth or competence? Understanding voice shopping intentions from Human-AI interaction perspective	47
A cross-site comparison of online review manipulation using Benford’s law	39
Strategic introduction of the showroom channel in a platform supply chain: how to balance cost inefficiency against information asymmetry	39
Research on cojumps of electronic commerce overnight factors in volatility prediction based on joint BW test	30
The complexity of the APP competition model with bounded rationality in platform ecosystem	30
The impact of electronic word-of-mouth on corporate performance during COVID-19	29
A dualistic approach to harmonious and obsessive passion: The impact of game mechanics on mobile gaming engagement	29
The effect of digital finance on Residents' happiness: the case of mobile payments in China	26
A novel algorithm to model the neuromuscular system from the eye to fingers to authenticate individuals through a typing process	25
Evaluating the utilization of technological factors to promote e-commerce adoption in small and medium enterprises	24
RETRACTED ARTICLE: Does the increase of labor protection intensity promote regional economic growth? Evidence from China	23
Returns handling in e-commerce: How to avoid demand negativity in supply chain contracts with returns?	22
Cooperative investment of service efforts and bundled pricing of complementary products in a tourism omnichannel	21
Strategic interaction between IoT technology openness and adoption considering potential firm entry	17
Does digital financial inclusion promote common prosperity? The role of regional innovation	17
When and why do consumers resist virtual influencer endorsement? The role of product depth and advertising claim types	17
A study on the role of uninterested items in group recommendations	16
A longitudinal study of e-commerce diversity in Europe	16
Configuring managerial factors to enhance omnichannel experience and customer engagement behaviors for a solid loyalty loop	16

How to select crowdsourcing teams with limited information? A heterogeneous information network embedding approach	15
Nominal effect vs actual effect: overconfidence in a consignment omnichannel	15
Variance does matter in affecting the box office: a multi-aspect investigation	15
Learning consumer preferences through textual and visual data: a multi-modal approach	14
What social characteristics enhance recommender systems? The effects of network embeddedness and preference heterogeneity	14
Identifying contributory domain experts in online innovation communities	14
Navigating the landscape of e-commerce: thematic clusters, intellectual turning points, and burst patterns in online reputation management	13
How attitudes and purchases differ between also-online versus offline-only grocery shoppers in online and offline grocery shopping	13
Modeling users’ acceptance of mobile social commerce: the case of ‘Instagram checkout’	13
A study on the factors influencing the consumption of virtual gifts on a live streaming platform based on virtual badges and user interaction	13
Online or not online: the impact of business owner’s risk preference on the adoption of e-business	12
RETRACTED ARTICLE: Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and Tobit	12
Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach	12
Does establishing regional brands of agricultural products improve the reputation of e-commerce? Evidence from China	12
Sequence aware recommenders for fashion E-commerce	11
What prompts consumers to purchase online? A machine learning approach	11
Market reaction to the announcement of online sales channel investment in enterprises: Evidence from a relatively stable market environment	11
Efficient combinations of dual incentives on social networks to achieve viral spread	11
Live streaming e-commerce supply chain decisions considering dominant streamer under agency selling and reselling formats	11
Investigating the role of review presentation format in affecting the helpfulness of online reviews	11
Importance of the perceived quality of touchpoints for customer journey analysis – evidence from the B2B sector	11
The effectiveness of cross-platform targeted advertising strategy	10
RETRACTED ARTICLE: From strategic planning to strategy implementation: the cultural environment construction and development for China’s cross-border e-commerce along the Belt and Road	10
An enhanced SIR dynamic model: the timing and changes in public opinion in the process of information diffusion	10
Retraction Note: Innovative study on clustering center and distance measurement of K-means algorithm: mapreduce efficient parallel algorithm based on user data of JD mall	10
The influence of eWOM information structures on consumers’ purchase intentions	10
The one to watch: Heuristic Determinants of Viewership among Influential Twitch Streamers	10
Power structures unleashed: driving product and live content innovation in live streaming commerce	10
Retraction Note: Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and tobit	10
An empirical study on facilitators and inhibitors of adoption of mobile banking in India	10
What determines the level of a small family-owned business’s virtual communication with customers? Hong Kong’s experience during the Covid-19 pandemic	10
A literature survey of security issues in Cloud, Fog, and Edge IT infrastructure	9
The effect of in-store electronic word of mouth on local competitor spillovers in the quick service restaurant industry	9
Escaping the reality with humanized brands: Examining the role of anthropomorphized brands in fostering continued engagement	9
Foundations of consumption and production in the sharing economy	9
Application of data elements in the coupling of finance and technology on the digital electronic platform	9
Who benefits from offline investment: an analysis of strategic interactions between e-book pricing and bookstores’ investment	9
Customer satisfaction in the pet food subscription-based online services	9
The optimal knowledge-sharing strategy for digital platform owners and third-party developers	9
Predicting the cryptocurrency market using social media metrics and search trends during COVID-19	9
Marketplace, wholesale or hybrid: considering the role of blockchain implementation in countering consumer mistrust	8
Mining sustainable fashion e-commerce: social media texts and consumer behaviors	8
How do signaling and reputation function as critical clues to e-commerce platform governance? Evidence from Chinese rice transaction data	8
Exploring the development of environmentally sustainable products through reward-based crowdfunding	8
Should doctors use or avoid medical terms? The influence of medical terms on service quality of E-health	8
A study on forecasting the popularity of Chinese national brands using a grey-weighted Markov model	8
Small businesses and FinTech: a systematic review and future directions	8
The influence of atmospheric cues and social presence on consumers' impulse buying behaviors in e-commerce live streaming	8
RETRACTED ARTICLE: Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis	8
Defective products identification framework using online reviews	8

Open banking on the horizon: a scientometric analysis and research agenda	8
Real-time user clickstream behavior analysis based on apache storm streaming	8
Mobile application e-grocery retail adoption challenges and coping strategies: a South African small and medium enterprises’ perspective	8
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry	8
Lean persuasive design of electronic word-of-mouth (e-WOM) indexes for e-commerce stores based on fogg behavior model	8
Can e-marketplace harness favorable winds? The interaction between brand spillover and sales channel design	7
Exploring heterogeneous differences between Chinese and Western customer preferences for restaurant attributes from online reviews	7
Pricing strategies for dual-channel supply chain considering showrooming effect and channel power structures	7
Correction to : E-commerce food choice in the west: comparing business-to-consumer, online-to-offline food delivery service, and click and collect	7
Reducing ecommerce returns with return credits	7
Antecedents and consequences of social media use in sales: a meta-analysis	7
Watch your Wallet closely with online microloans: a two-stage model for delinquency and default risk management	7
Correction to: What affects patients’ choice of consultant: an empirical study of online doctor consultation service	7
Publisher Correction: Deciphering the world of NFTs: a scholarly review of trends, challenges, and opportunities	7
The antecedents and consequences of social interactions in firm-sponsored community: a social network perspective	7
Online Advertising and Real Estate sales: evidence from the Housing Market	7
Extended ProMap datasets for product mapping	7
The impact of fake online reviews on customer satisfaction: an empirical study on JD.com	7
Identifying and testing drivers of consumers’ attitude towards last-mile delivery modes	7
Improvement of intrusion detection system in industrial Internet of Things based on deep learning with fog computing capability	7
Price promotion does not always work: online reviews, price-quality heuristics, and risk aversion	6
A novel bidding strategy based on dynamic targeting in real-time bidding market	6
Improving smart deals system to secure human-centric consumer applications: Internet of things and Markov logic network approaches	6
An economic production quantity model for an imperfect production system with selling price, advertisement frequency and green-level dependent demand	6
The brand self-live streaming or the influencer live-streaming? The impact of dispatching time on the brand decisions	6
Analysis of the impact of live E-commerce on consumer happiness based on big data technology from the perspective of perception control	6
Experiences in consumer flow in online supermarkets	6
Pricing and consumption in the P2P product sharing era: How does the dual-channel manufacturer cooperate with third-party sharing platforms?	6
Certified by social networks: the role of social certifications in medical crowdfunding	6
Knowledge graph-based graph neural network models for multi-perspective modeling of group preferences	6
Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation	6
The effect of surcharge on price in online auctions	6
Marketing communications in luxury fashion retail in the era of big data	6
Investigating the impact of online information provision on the market price of blind box	6
Uncovering research trends and opportunities on FinTech: a scientometric analysis	6
Integrating user reviews and risk factors from social networks in a multi-objective recommender system	6
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations	6
Replenishment and delivery optimization for unmanned vending machines service system based on fuzzy clustering	5
Exploring price tolerance in online retail: A comparative analysis of price comparison website use and repeat purchases	5
Risk of desirable user experiences: insights from those who create, facilitate and accept mobile payments	5
The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade	5
PLS Papers	5
Introduction to the special issue on strategic planning for e-commerce business environment	5
Experimental study of the effects of structural assurance, personal experiences, and product reviews on repurchase behavior in e-commerce platforms	5
Recycling and differential pricing strategies in closed-loop supply chains considering blockchain	5
Exploring the factors affecting content dissemination through WeChat official accounts: a heuristic-systematic model perspective	5
Does rural e-commerce agglomeration help expand family farms’ size? Evidence from Taobao villages in China's Yangtze River Delta	5
Pricing and duration decisions of pre-sale crowdfunding	5
Improving the identification effect of technical trajectory by adding ghost edges in the patent citation network	5
Analysis of clothing structure and management in clothing design oriented to market demand via recommendation algorithm	5
How information and communication technologies contribute to rural tourism resilience: evidence from China	5
Selling mode choice and information sharing in an online tourism supply chain under channel competition	5
Implication of ‘camera eats first’ construct: unraveling the potentials of digital images in social media on information sharing	5
A product strategy for daily deal campaigns utilizing demand expansion and consumer leakage	5
Acting on impulse: the role of emotion, gender identity and immersion in driving impulse behavior	5
Return-refund strategy with coordination contracts in the e-commerce supply chain: a study under effects of digitalization and sustainable manufacturing	4
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	4
Does strategic return promote word-of-mouth recommendation? An empirical study based on consumption experience theory	4
Proportional incentive contracts in live streaming commerce supply chain based on target sales volume	4
Social media influencer marketing: foundations, trends, and ways forward	4
Subscription strategy choices of network video platforms in the presence of social influence	4
Beyond the first bite: understanding how online experience shapes user loyalty in the mobile food app market	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
Marketing setting up peer-to-peer electronic platforms to overcome generational barriers to participation in the sharing economy	4
Knowledge acquisition model of mobile payment based on automatic summary technology	4
Retraction Note: A comparative study of the market demand for Chinese proficiency test preparation books: evidence from e-commerce data	4
RETRACTED ARTICLE: Customer relationship management impact on customers' trust in the Palestinian telecommunications company Paltel during the Covid-19 era	4
AI pricing algorithms under platform competition	4
The impact of perceived risks on internet banking adoption in Iran: a longitudinal survey	4
The role of overt and covert narcissism in virtual goods purchase motivations and intention	4
A novel approach for product competitive analysis based on online reviews	4
Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain	4
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	4
Help me if you can: the advantage of farmers’ altruistic message appeal in generating engagement with social media posts during COVID-19	4
Exploring determinants of digital music success in South Korea	4
Rating and perceived helpfulness in a bipartite network of online product reviews	4
Optimal pricing decision of composite service offered by network providers in E-commerce environment	4
Optimal investment and pricing strategies of online–offline model for mobile health provider	4
Can digital transformation promote the green development of manufacturing enterprises? Evidence from China	4
Introduction: Special Issue on digital marketing and eCommerce	4

Investigation of the factors influencing the online consumer’s choice of a service provider for home improvement	3
Board characteristics and cybersecurity disclosure: evidence from the UK	3
The drivers and income effect of big data use by e-commerce farmers: evidence from China	3
Agency or wholesale? retail selling format in the presence of new manufacturer introduction	3
Towards privacy-preserving digital marketing: an integrated framework for user modeling using deep learning on a data monetization platform	3
Capacity pooling games in crowdsourcing services	3
Predicting video views of web series based on comment sentiment analysis and improved stacking ensemble model	3
Exploring the digital innovation process and outcome in retail platform ecosystems: disruptive transformation or incremental change	3
Unraveling mobile internet behavior through customer segmentation: a latent class analysis	3
Co-shopping and E-commerce: parent’s strategies for children’s purchase influence	3
A semantic transfer approach to keyword suggestion for search engine advertising	3
How does e-commerce adoption impact micro, small, and medium enterprises’ performance and financial inclusion? Evidence from Indonesia	3
Correction to: Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	3
To trust or not to trust: a qualitative study of older adults’ online communication during the COVID-19 pandemic	3
The impact of multi-type online advertising on the consumer engagement transition	3
Developing a comprehensive service quality model for online to offline e-commerce platforms using a hybrid model	3
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	3
What affects patients’ choice of consultant: an empirical study of online doctor consultation service	3
Understanding the information characteristics of consumers’ online reviews: the evidence from Chinese online apparel shopping	3
More buyers or more sellers: on marketing resource allocation strategies of competing two-sided platforms	3
The effect of social media on bank performance: an fsQCA approach	3
Call for Metaverse e-commerce: future challenges and opportunities for electronic commerce	3
Do major health shocks affect the interconnectedness of E-commerce and electronic payment markets? a regional analysis	3
Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method	3
Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions	3
Design of a high-dimensional information decision model for smart supply chains using IoT data traceability in the post-public health crisis era	3
E-commerce supply chain inventory decisions and contract design considering sales effort and risk aversion	3
Can investors’ collective decision-making evolve? Evidence from peer-to-peer lending markets	3
Supervising or assisting? The influence of virtual anchor driven by AI–human collaboration on customer engagement in live streaming e-commerce	3
Product recommendation in internet business: an integrated approach of fuzzy sets and multiple attribute decision making	3
A competitive analysis of software quality investment with technology diversification and security concern	3
Research on the positioning method of online community users from the perspective of precision marketing	3
Robustness of automotive supply chain networks based on complex network analysis	3
Social capital and knowledge sharing among consumers in virtual communities: psychological ownership’s mediating effect	2
Pricing for online sellers with different payment schemes	2
Political social media marketing: a systematic literature review and agenda for future research	2
Exploring separating equilibrium in the agricultural e-commerce market: Can repurchase be a quality signal?	2
Factors affecting customer intention to return in online shopping: the roles of expectation disconfirmation and post-purchase dissonance	2
Common typology of multi-sided platforms and virtual communities: analysis of business models using qualitative system dynamics	2
Kickstarting blockchain: designing blockchain-based tokens for equity crowdfunding	2
Are FinTech, Robotics, and Blockchain index funds providing diversification opportunities with emerging markets?Lessons from pre and postoutbreak of COVID-19	2
From clicks to consequences: a multi-method review of online grocery shopping	2
Proliferation in live streaming commerce, and key opinion leader selection	2
Do digital natives use mobile payment differently than digital immigrants? A comparative study between generation X and Z	2
An integrated sentiment analysis and q-rung orthopair fuzzy MCDM model for supplier selection in E-commerce: a comprehensive approach	2
Introduction to the special issue on electronic commerce in banking and finance	2
Shill bidding in lenders’ eyes? A cross-country study on the influence of large bids in online P2P lending	2
The optimal encroachment strategy of private-label considering the quality effort and platform’s e-word-of-mouth	2
Interaction between extrinsic and intrinsic online review cues: perspectives from cue utilization theory	2
Beware of the Woozle effect and belief perseverance in the PLS-SEM literature!	2
Comprehensive pilot zones for cross-border E-commerce propel the digital transformation of manufacturing enterprises: new evidence from China	2
Research on the pricing strategy of e-commerce agricultural products: should presale be adopted?	2
Multi-task Chinese aspect-based sentiment analysis framework for service improvement: a case study on BNB reviews	2
What makes consumers trust and adopt fintech? An empirical investigation in China	2
Pricing and insurance strategy of online retailers for the price adjustment protection policy	2
Securing blockchain-based crowdfunding platforms: an integrated graph neural networks and machine learning approach	2
Improving stock market prediction accuracy using sentiment and technical analysis	2
Behavioural differences and purchasing experiences through online commerce or offline within mall-based retail structures	2
Shaping the causes of product returns: topic modeling on online customer reviews	2
Metaverse-related perceptions and sentiments on Twitter: evidence from text mining and network analysis	2
Does electronic economics matter to financial technology firms?	2
An interaction model among enterprise and government actions and public opinion dissemination in negative events	2
Introducing our senior editors	2
Novel next-group recommendation approach based on sequential market basket information	2
Image sentiment considering color palette recommendations based on influence scores for image advertisement	2
Power structure and pricing in an omnichannel with buy-online-and-pick-up-in-store	2
Business expansion strategy of two competing software platforms: envelopment vs. connection	2
Retailers’ asymmetrical integration of in-store and mobile channels: the moderating effects of search and experience goods	2
Happiness backfires: emotion and sales in live streaming	2
OEM's optimal remanufacturing mode considering patent license under different commission contracts with platform	2
Blockchain for sustainable supply chain management: trends and ways forward	2
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market	2
A service recommendation approach based on trusted user profiles and an enhanced similarity measure	2
Covid-19 and mobile payment in Belgium: Closing the digital divide or just for the young, social, and impulsive?	2
Forecasting Information Sharing Strategies in Competitive Smart Connected Platforms	2
Information services and omnichannel retailing strategy choices of e-commerce platforms with supplier competition	2
Dynamic interaction effects between online reviews and spoilers: a PVAR approach	2
Service strategies for second-hand C2C platforms: inspection service option	2
Does social capital influence farmers’ e-commerce entrepreneurship? China’s regional evidence	2
Forecasting product sales using text mining: a case study in new energy vehicle	2
Strategic introduction for competitive fresh produce in an e-commerce platform with demand information sharing	2
From cart to delivery: deciphering shipping and return influence on e-tailer strategies in digital marketplace	2
Social Commerce Mobile Application Enhancement: a hybrid text clustering - topic modeling business model analysis	2
Impact of promotion design on retail operating performance: Evidence from Chinese Chain retailers	1
A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong	1
The value implication of sellers’ following in social marketplaces: A structural holes perspective	1
Beyond accuracy measures: the effect of diversity, novelty and serendipity in recommender systems on user engagement	1
Influence of personalised advertising copy on consumer engagement: a field experiment approach	1
When trust cues help helpfulness: investigating the effect of trust cues on online review helpfulness using big data survey based on the amazon platform	1
The psychology of online shopping cart abandonment: a scrutiny of the current research framework and building an improved model of the online shopper journey	1
Research on the influence of social capital on cooperation among subjects in electronic public service supply chain: a supernetwork model analysis	1
Dual-evolution: a deep sequence learning model exploring dual-side evolutions for movie recommendation	1
Managing consumer privacy risk: The effects of privacy breach insurance	1
Integration of artificial intelligence technology and visual communication design in metaverse e-commerce and its potential opportunities	1
AI-powered voice assistants: developing a framework for building consumer trust and fostering brand loyalty	1