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Electronic Commerce Research

2016 - 2025

Current editor(s): James Westland

From Springer
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Volume 23, issue 4, 2023

Reducing ecommerce returns with return credits pp. 2011-2033 Downloads
Francisco J. Martínez-López, Yangchun Li, Changyuan Feng, Huaming Liu and David López-López
Recommendation agents: an analysis of consumers’ risk perceptions toward artificial intelligence pp. 2035-2050 Downloads
Simoni F. Rohden and Diully Garcia Zeferino
The impact of COVID-19 pandemic restrictions on offline and online grocery shopping: New normal or old habits? pp. 2051-2072 Downloads
Philipp Brüggemann and Rainer Olbrich
A study on the role of uninterested items in group recommendations pp. 2073-2099 Downloads
Chintoo Kumar and C. Ravindranath Chowdary
Cost behavior in e-commerce firms pp. 2101-2134 Downloads
Josep M. Argilés-Bosch, Josep Garcia-Blandón and Diego Ravenda
Let’s play! Gamification as a marketing tool to deliver a digital luxury experience pp. 2135-2152 Downloads
Matilde Milanesi, Simone Guercini and Andrea Runfola
The contribution of shadow banking risk spillover to the commercial banks in China: based on the DCC-BEKK-MVGARCH-Time-Varying CoVaR Model pp. 2153-2181 Downloads
Chen Zhu
Measurement of online review helpfulness: a formative measure development and validation pp. 2183-2216 Downloads
Rachita Kashyap, Ankit Kesharwani and Abhilash Ponnam
Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain pp. 2217-2238 Downloads
Jing Gao, Wanfei Zhang, Tao Guan and Qiuhong Feng
ICT infrastructure in firms and online sales pp. 2239-2258 Downloads
Eva Hagsten
A novel approach for product competitive analysis based on online reviews pp. 2259-2290 Downloads
Zhen He, Lu Zheng and Shuguang He
Agency or wholesale? retail selling format in the presence of new manufacturer introduction pp. 2291-2325 Downloads
Boyuan Zhong, Houcai Shen, Jianqiang Zhang and Xing Gao
SME participation in cross-border e-commerce as an entry mode to foreign markets: A driver of innovation or not? pp. 2327-2356 Downloads
Lipeng Pan, Xiao Fu and Yongqing Li
Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation pp. 2357-2377 Downloads
Jilei Zhou, Guanran Jiang, Wei Du and Cong Han
Unraveling mobile internet behavior through customer segmentation: a latent class analysis pp. 2379-2398 Downloads
Xuebin Cui and Fei Jin
Novel next-group recommendation approach based on sequential market basket information pp. 2399-2418 Downloads
Li-Ching Ma
Replenishment and delivery optimization for unmanned vending machines service system based on fuzzy clustering pp. 2419-2461 Downloads
Mozhu Wang and Jianming Yao
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations pp. 2463-2483 Downloads
Han Chen and Weiwei Deng
How does e-commerce adoption impact micro, small, and medium enterprises’ performance and financial inclusion? Evidence from Indonesia pp. 2485-2515 Downloads
Rosnita Wirdiyanti, Inka Yusgiantoro, Agus Sugiarto, Aprillia Dwi Harjanti, Indra Yudha Mambea, Subiakto Soekarno and Sylviana Maya Damayanti
Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method pp. 2517-2539 Downloads
Yi-Hsiang Lu, Ching-Chiang Yeh and Tz-Wei Liau
Online sellers’ financing strategies in an e-commerce supply chain: bank credit vs. e-commerce platform financing pp. 2541-2572 Downloads
Shilin Cai and Qiang Yan
An empirical study on facilitators and inhibitors of adoption of mobile banking in India pp. 2573-2604 Downloads
Noopur Saxena, Navneet Gera and Mayur Taneja
Who benefits from offline investment: an analysis of strategic interactions between e-book pricing and bookstores’ investment pp. 2605-2645 Downloads
Ruxia Lyu, Cuihua Zhang, Zhitang Li and Chunyu Li
Information services and omnichannel retailing strategy choices of e-commerce platforms with supplier competition pp. 2647-2689 Downloads
Fengying Hu and Zhenglong Zhou
A competitive analysis of software quality investment with technology diversification and security concern pp. 2691-2712 Downloads
Xing Gao
Exploring the factors affecting content dissemination through WeChat official accounts: a heuristic-systematic model perspective pp. 2713-2735 Downloads
Bo Yang, Yue Hu, Xusen Cheng, Ying Bao and Wenjing Chen
Effectiveness of Fine-tuned BERT Model in Classification of Helpful and Unhelpful Online Customer Reviews pp. 2737-2757 Downloads
Muhammad Bilal and Abdulwahab Ali Almazroi
Identifying contributory domain experts in online innovation communities pp. 2759-2787 Downloads
Hongting Tang, Xiaoying Xu, Zhihong Li and Rui Qin
The impact of anthropomorphism on customer satisfaction in chatbot commerce: an experimental study in the food sector pp. 2789-2825 Downloads
Katharina Klein and Luis F. Martinez
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 pp. 2827-2857 Downloads
Sirui Li, Ying Liu, Jing Su, Xin Luo and Xiao Yang
Building dynamic capabilities of small and medium-sized enterprises through relational embeddedness: evidence from China pp. 2859-2906 Downloads
Yina Zhang, Jiancheng Long and Wu Zhao
Strategic introduction for competitive fresh produce in an e-commerce platform with demand information sharing pp. 2907-2941 Downloads
Yu Tian, Bin Dan, Molin Liu, Ting Lei and Songxuan Ma
How does topic consistency affect online review helpfulness? The role of review emotional intensity pp. 2943-2978 Downloads
Chuanmei Zhou, Shuiqing Yang, Yuangao Chen, Shasha Zhou, Yixiao Li and Atika Qazi
Foundations of consumption and production in the sharing economy pp. 2979-3002 Downloads
Wan Kei Tham, Weng Marc Lim and Julian Vieceli

Volume 23, issue 3, 2023

Introduction: Special Issue on digital marketing and eCommerce pp. 1359-1360 Downloads
Luis F. Martinez, Francisco J. Martínez-López and J. Christopher Westland
PLS Papers pp. 1361-1366 Downloads
J. Christopher Westland
Customers’ motives to co-create in smart services interactions pp. 1367-1400 Downloads
Sanjit K. Roy, Gaganpreet Singh, Corey Hatton, Bidit Dey, Nisreen Ameen and Satish Kumar
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry pp. 1401-1428 Downloads
Duc Hoang, Sofia Kousi and Luis F. Martinez
An overstimulated consumer in a highly visual world: the moderating effect of the highly sensitive person trait on the attitude towards the ad pp. 1429-1458 Downloads
Ana Cláudia Amaro, Luisa M. Martinez, Filipe R. Ramos, Karla Menezes and Silvio Menezes
Antecedents and consequences of the key opinion leader status: an econometric and machine learning approach pp. 1459-1484 Downloads
Yanni Ping, Chelsey Hill, Yun Zhu and Jorge Fresneda
Be constantly different! How to manage influencer authenticity pp. 1485-1514 Downloads
Robert Zniva, Wolfgang J. Weitzl and Christina Lindmoser
Importance of the perceived quality of touchpoints for customer journey analysis – evidence from the B2B sector pp. 1515-1538 Downloads
Christian Koch and Michael Hartmann
Covid-19 and mobile payment in Belgium: Closing the digital divide or just for the young, social, and impulsive? pp. 1539-1564 Downloads
Johan Hellemans, Kim Willems and Malaika Brengman
A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong pp. 1565-1590 Downloads
Mark Ng, Monica Law, Lubanski Lam and Celine Cui
Configuring managerial factors to enhance omnichannel experience and customer engagement behaviors for a solid loyalty loop pp. 1591-1619 Downloads
Taewon Suh and Sang Bong Lee
Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions pp. 1621-1663 Downloads
Luis Filipe Lages, Nuno Catarino, Emanuel Gomes, Peter Toh, Carlos Reis-Marques, Mario Mohr, Sebastian Max Borde, Omid Asgari, Ronnie Figueiredo, Nuno Grosso, David Perez, Ana Ponte, Sílvia Lopes Teixeira, Robin Schalie, Daniele Fantin, Jo Brusselen, Alireza Taravat and Gerd Schmidt
An eye-tracking study on how the popularity and gender of the endorsers affected the audience’s attention on the advertisement pp. 1665-1676 Downloads
Majid Zahmati, Seyed Morteza Azimzadeh, Mohammad Saber Sotoodeh and Omid Asgari
Magic mirror on the wall: Cross-buying at the point of sale pp. 1677-1700 Downloads
Carsten D. Schultz and Björn Gorlas
Towards privacy-preserving digital marketing: an integrated framework for user modeling using deep learning on a data monetization platform pp. 1701-1730 Downloads
Qiwei Han, Carolina Lucas, Emila Aguiar, Patrícia Macedo and Zhenze Wu
Does rural e-commerce agglomeration help expand family farms’ size? Evidence from Taobao villages in China's Yangtze River Delta pp. 1731-1752 Downloads
Yumei Lin and Chenghan Li
The impact of social media input intensity on reward-based crowdfunding performance: evidence from China pp. 1753-1774 Downloads
Cuixia Jiang, Ranran Han and Qifa Xu
Should doctors use or avoid medical terms? The influence of medical terms on service quality of E-health pp. 1775-1805 Downloads
Jilong Zhang, Jin Zhang, Kanliang Wang and Wei Yan
What social characteristics enhance recommender systems? The effects of network embeddedness and preference heterogeneity pp. 1807-1827 Downloads
Feifei He, Chunhua Sun and Yezheng Liu
Real-time user clickstream behavior analysis based on apache storm streaming pp. 1829-1859 Downloads
Gautam Pal, Katie Atkinson and Gangmin Li
A product strategy for daily deal campaigns utilizing demand expansion and consumer leakage pp. 1861-1883 Downloads
Yao Tang
Implications of e-tailers’ transition from reselling to the combined reselling and agency selling pp. 1885-1920 Downloads
Feng Fu, Shuangying Chen and Wei Yan
The processing of native advertising compared to banner advertising: an eye-tracking experiment pp. 1921-1940 Downloads
Freya De Keyzer, Nathalie Dens and Patrick De Pelsmacker
Effect of a new potential supplier on business to business negotiations performance: evidence-based analysis pp. 1941-1970 Downloads
Radoslav Delina, Renata Olejarova and Petr Doucek
Experimental study of the effects of structural assurance, personal experiences, and product reviews on repurchase behavior in e-commerce platforms pp. 1971-2010 Downloads
Daniel A. Sanchez-Loor and Wei-Shiun Chang

Volume 23, issue 2, 2023

Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator pp. 633-658 Downloads
Hongyun Zheng and Wanglin Ma
Variance does matter in affecting the box office: a multi-aspect investigation pp. 659-679 Downloads
Qian Li, Yuanyuan Tang, Wei Xu and Mingming Wang
Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems pp. 681-707 Downloads
Keyvan Vahidy Rodpysh, Seyed Javad Mirabedini and Touraj Banirostam
Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders' preferences and the platforms’ intentions pp. 709-738 Downloads
Galit Klein, Zeev Shtudiner and Moti Zwilling
Personal antecedents of perceived deceptive pricing in online retailing: the moderating role of price inequality pp. 739-783 Downloads
Isabel P. Riquelme and Sergio Román
A study of cognitive effort involved in the framing effect of summary descriptions of online product reviews for search vs. experience products pp. 785-806 Downloads
Jia Jin, Chenchen Lin, Fenghua Wang, Ting Xu and Wuke Zhang
Managing consumer privacy risk: The effects of privacy breach insurance pp. 807-841 Downloads
Yan Cheng, Shue Mei, Weijun Zhong and Xing Gao
Nominal effect vs actual effect: overconfidence in a consignment omnichannel pp. 843-876 Downloads
Zhisong Chen, Chaonan Tang and Jianhui Peng
Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach pp. 877-897 Downloads
Taewon Suh, Rick T. Wilson and Seungtae On
Defective products identification framework using online reviews pp. 899-920 Downloads
Yawar Abbas and M. S. I. Malik
A semantic transfer approach to keyword suggestion for search engine advertising pp. 921-947 Downloads
Jin Zhang, Jilong Zhang and Guoqing Chen
Mining sustainable fashion e-commerce: social media texts and consumer behaviors pp. 949-971 Downloads
Zheng Shen
Market reaction to the announcement of online sales channel investment in enterprises: Evidence from a relatively stable market environment pp. 973-1005 Downloads
Yang Lei, Qiang Zhou, Waiman Cheung, Xiling Cui and Ling Peng
Capacity pooling games in crowdsourcing services pp. 1007-1047 Downloads
Zhanwen Shi, Erbao Cao and Kai Nie
Game theoretic analysis of logistics service coordination in a live-streaming e-commerce system pp. 1049-1087 Downloads
Liyuan Zhu and Nan Liu
Shill bidding in lenders’ eyes? A cross-country study on the influence of large bids in online P2P lending pp. 1089-1114 Downloads
Dongyu Chen, Xiaolin Li and Fujun Lai
The influence of patient-generated reviews and doctor-patient relationship on online consultations in China pp. 1115-1141 Downloads
Yajie Hu, Huiwen Zhou, Yuangao Chen, Jianrong Yao and Jiangwu Su
What determines the differentiation in the e-commerce adoption by consumers: evidence from Russia pp. 1143-1159 Downloads
Inna Lola and Murat Bakeev
The effect of surcharge on price in online auctions pp. 1161-1182 Downloads
Ernan Haruvy, Boram Lim and Peter Popkowski Leszczyc
Exploring the development of environmentally sustainable products through reward-based crowdfunding pp. 1183-1207 Downloads
Filippo Corsini and Marco Frey
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market pp. 1209-1240 Downloads
Xin Tang, Haibing Lu, Wei Huang and Shulin Liu
Online marketplace sellers’ influence on rating scores and comment orientation pp. 1241-1270 Downloads
Eugenia Y. Huang, Shu-Chiung Lin and I-Ting Hsieh
Research on the positioning method of online community users from the perspective of precision marketing pp. 1271-1296 Downloads
Xiaogang Zhao, Hao Zhang, Hai Shen and Yadong Zhou
Real-time bidding campaigns optimization using user profile settings pp. 1297-1322 Downloads
Luis Miralles-Pechuán, M. Atif Qureshi and Brian Mac Namee
Can investors’ collective decision-making evolve? Evidence from peer-to-peer lending markets pp. 1323-1358 Downloads
Dongwoo Kim

Volume 23, issue 1, 2023

Introduction to the special issue on strategic planning for e-commerce business environment pp. 1-1 Downloads
J. Christopher Westland
RETRACTED ARTICLE: An intelligent trading mechanism based on the group trading strategy portfolio to reduce massive loss by the grouping genetic algorithm pp. 3-42 Downloads
Chun-Hao Chen, Yu-Hsuan Chen, Vicente Garcia Diaz and Jerry Chun-Wei Lin
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 pp. 43-73 Downloads
Yang Liu, Xinxin Du and Shuaifeng Ma
RETRACTED ARTICLE: Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic pp. 75-95 Downloads
Xuesong Zhou, Zhengyang Chen, Xiang Zhan, S. BalaMurugan and K. Deepa Thilak
E-commerce warehouse layout optimization: systematic layout planning using a genetic algorithm pp. 97-114 Downloads
Xiulian Hu and Yi-Fei Chuang
Research on cojumps of electronic commerce overnight factors in volatility prediction based on joint BW test pp. 115-135 Downloads
Liling Deng, Haifang Xiong and Zhiqiang Wang
Integrating Information Technology and Marketing to increase e-Book consumption pp. 137-153 Downloads
Hsiu-Li Liao and Su-Houn Liu
RETRACTED ARTICLE: Does the increase of labor protection intensity promote regional economic growth? Evidence from China pp. 155-173 Downloads
Xinpeng Xu, Xiaopeng Fu, Fuxia Gao, Yaqian Li, Yiming Xu and Yuchao Wang
RETRACTED ARTICLE: Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and Tobit pp. 175-205 Downloads
Yu Zhu, Feng Yang, Bengang Gong and Wei Zeng
RETRACTED ARTICLE: A comparative study of the market demand for Chinese proficiency test preparation books: evidence from e-commerce data pp. 207-230 Downloads
Chengang Zeng
RETRACTED ARTICLE: Digital finance, corporate financialization and enterprise operating performance: an empirical research based on Chinese A-share non-financial enterprises pp. 231-256 Downloads
Yingyuan Liu, Dandan Jin, Yuemin Liu and Qian Wan
RETRACTED ARTICLE: The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy pp. 257-277 Downloads
Chen Zhang and Taisheng Gong
RETRACTED ARTICLE: Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis pp. 279-314 Downloads
Arodh Lal Karn, Rakshha Kumari Karna, Bhavana Raj Kondamudi, Girish Bagale, Denis A. Pustokhin, Irina V. Pustokhina and Sudhakar Sengan
The pressure and the lack of cognitive resource: evidences for duality of attitudes pp. 315-329 Downloads
Danwen Chen, Shu Yan and Dingzhou Fei
Rationality manipulation during consumer decision-making process: an analysis of Alibaba’s online shopping carnival pp. 331-364 Downloads
Tianshi Li, Wenli Li, Yuqing Zhao and Jingpei Ma
A cross-site comparison of online review manipulation using Benford’s law pp. 365-406 Downloads
Cheng Zhao and Chong Alex Wang
How the attributes of content distributors influence the intentions of users to pay for content shared on social media pp. 407-441 Downloads
Wan Su, Yangchun Li, Huichuan Zhang and Tiandong Wang
The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade pp. 443-474 Downloads
Zi Hui Yin and Chang Hwan Choi
Optimal rebate strategy for an online retailer with a cashback platform: commission-driven or marketing-based? pp. 475-510 Downloads
Lifeng Mu, Xin Tang, Vijayan Sugumaran, Wei Xu and Xiangyang Sun
Modeling users’ acceptance of mobile social commerce: the case of ‘Instagram checkout’ pp. 511-540 Downloads
Vaggelis Saprikis and Giorgos Avlogiaris
A reliable location design of unmanned vending machines based on customer satisfaction pp. 541-575 Downloads
Mozhu Wang and Jianming Yao
Subscription strategy choices of network video platforms in the presence of social influence pp. 577-604 Downloads
Wenyi Wang and Qiang Guo
Online Advertising and Real Estate sales: evidence from the Housing Market pp. 605-622 Downloads
Xiuzhi Zhang, Ying Zhang and Zhijie Lin
Correction: The antecedents and consequences of social interactions in firm-sponsored community: a social network perspective pp. 623-624 Downloads
Qiang Zhang, Ji Wu, J. Leon Zhao and Liang Liang
Correction to: What affects patients’ choice of consultant: an empirical study of online doctor consultation service pp. 625-625 Downloads
Xiao Huang, Pu Sun, Xiaofei Zhang and Jiang Wu
Correction to: reducing ecommerce returns with return credits pp. 627-627 Downloads
Francisco J. Martínez-López, Yangchun Li, Changyuan Feng, Huaming Liu and David López-López
Correction to: What affects patients’ choice of consultant: an empirical study of online doctor consultation service pp. 629-629 Downloads
Jiang Wu, Xiao Huang, Pu Sun and Xiaofei Zhang
Author Correction: Online Advertising and Real Estate sales: evidence from the Housing Market pp. 631-631 Downloads
Xiuzhi Zhang, Ying Zhang and Zhijie Lin
Page updated 2025-04-12