Electronic Markets

Article	Citations
Game-swinging on Twitch: an affordances perspective	493
Striking a balance: Designing a blockchain-based solution to navigate coopetition dynamics in supply chain management	179
Human agency and deliberate reassertion in the age of generative AI: Evidence from online labor platforms	156
Understanding the adoption of the mask-supply information platforms during the COVID-19	150
Digital technology as market shaper: A typology of digital technology roles for shaping markets	150
Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems	143
Consumers’ ambiguous perceptions of advertising disclosures in influencer marketing: Disentangling the effects on current and future social media engagement	141
Factors impacting behavioural intentions to adopt the electronic marketplace: findings from small businesses in India	114
Designing a conversational agent for supporting data exploration in citizen science	100
Calming the customers by AI: Investigating the role of chatbot acting-cute strategies in soothing negative customer emotions	98
Beyond stuck in the middle: Application context and role integration of automated leadership in traditional organizations	93
Governing the emergence of network-driven platform ecosystems	93
Service through communication—Conceptualizing service systems with Luhmann’s systems theory	89
Value creation and capture in decentralized finance markets: Non-fungible tokens as a class of digital assets	84
A typology of agricultural market information systems and its dimensions: Case studies of digital platforms	82
Explainable artificial intelligence in information systems: A review of the status quo and future research directions	81
Empowering users to control ads and its effects on website stickiness	79
From regulation to orchestration: Collective action in the emergence of digital circular ecosystems	74
Designing incentive systems for participation in digital ecosystems—An integrated framework	72
Trust transfer effects and associated risks in telemedicine adoption	71
Exploring the scope of generative AI in literature review development	62
Wallet wars or digital public infrastructure? Orchestrating a digital identity data ecosystem from a government perspective	60
Influencer marketing on Instagram—The optimal disclosure strategy from influencers’ and marketers’ perspectives	59
Exploring the role of social bots in cryptocurrency manipulation: Machine learning insights from the LUNA crash	58
What factors influence grassroots knowledge supplier performance in online knowledge platforms? Evidence from a paid Q&A service	51

Decentralized platform economy: emerging blockchain-based decentralized platform business models	51
How does digital platform network embeddedness affect channel resilience? The mediating role of B2B platform value co-creation	49
Compatibility promotion between platforms: The role of open technology standards and giant platforms	48
Public perceptions of AI energy consumption: Awareness, responsibility attribution, and strategies	44
Metaverse: A real change or just another research area?	41
Digital product passports	40
AI-powered travel recommendations and decision-making: The role of spatio-temporal efficiency, destination type, and travel party composition	40
Correction to: Understanding the process of meanings, materials, and competencies in adoption of mobile banking	39
How two leading partners learn to tango: The case of IoT-based business model co-innovation between a retailer and an electronics supplier	39
A face of one’s own: The role of an online personae in a digital age and the right to control one’s own online personae in the presence of digital hacking	38
When is blockchain worth it? Value and risk drivers of corporate blockchain announcements	38
Simmelian brokerage in hyperlink networks: How sector–regional contingencies shape innovation potential	35
Challenges of IT freelancers on digital labor platforms: A topic model approach	34
How enterprise conversational agents impact brand identity	34
Data management as a joint value proposition—A design theory for horizontal data sharing communities	34
Perpetual future contracts in centralized and decentralized exchanges: Mechanism and traders’ behavior	33
Quantifying the gig economy’s evolution: A bibliometric exploration of historical patterns and future projections	33
Sanitizing data for analysis: Designing systems for data understanding	30
A positive spiral effect of M-health app videos	30
Understanding service complexity in manufacturing companies: Insights and implications from a mixed methods study on drivers and levers of complexity	29
Compatibility promotion for standard development within shared platforms: A rising tide does not lift all boats	29
The effects of targeted political advertising on user privacy concerns and digital product acceptance: A preference-based approach	28
Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews	27
Opportunities and challenges of blockchain for multi-sided platforms	27
Standardization for platform ecosystems	27
Smart cities and smart governance models for future cities	27
The role of contextual and contentual signals for online trust: Evidence from a crowd work experiment	26
Business models of incumbent-owned platforms: A taxonomy and archetypal patterns	26
Business model archetypes of open data intermediaries: Empirical insights from practice	26
On the influence of conventional and automated market makers on market quality in cryptoeconomic systems	26
How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors	25
Exploring the messenger effect on consumer emotions and attitudes: Promoting socially responsible practices in the cosmetics sector	25
Regulation strategy for behavioral integrity of live streamers: From the perspective of the platform based on evolutionary game in China	25
Aligning stakeholders in AI-enabled customer service: Toward human-centric adoption in electronic marketplaces	25
Fintech: A content analysis of the finance and information systems literature	24
Digital entrepreneurship from cellular data: How omics afford the emergence of a new wave of digital ventures in health	24
The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study	23
Public education data at the crossroads of public and private value creation: Orchestration tensions and stakeholder visions in Germany’s emerging national digital education ecosystem	23
Beyond control over data: Conceptualizing data sovereignty from a social contract perspective	23
A revised framework for digital transformation strategies: Contemporary insights and future research pathways	23
AI-enabled information systems: Teaming up with intelligent agents in networked business	21
Modeling inter-organizational business process governance in the age of collaborative networks	20
Centralized exchanges vs. decentralized exchanges in cryptocurrency markets: A systematic literature review	20
How hedonic strategies bring about customer engagement and value for e-retailers—A blended PLS-ANN analysis of the mediating effect of experiential value-in-use	20
Breaking the chains of traditional finance: A taxonomy of decentralized finance business models	20
Continuous value shaping: A boundary concept for innovating service innovation approaches	19
Explanation matters: An experimental study on explainable AI	19
Seeking empathy or suggesting a solution? Effects of chatbot messages on service failure recovery	19
Correction: AI-based chatbots in conversational commerce and their effects on product and price perceptions	19
Citation governance in generative e-commerce discovery: When breadth looks diverse but intensity concentrates	18

Designing virtual meetings: Reviewing virtual meeting design through the lens of media naturalness	18
To sell, to donate, or to barter? Value creation and capture through business model types in decentralized data ecosystems	18
Does personality still matter in e-commerce? How perceived hubris influences the assessment of founders’ trustworthiness using the example of reward-based crowdfunding	18
Advancing digital health in information systems research: Insights from a text mining analysis	18
AI regulatory strategies for digital sovereignty: The role of geopolitics and technological disparities	17
Open government data: A systematic literature review of empirical research	17
Still doing it yourself? Investigating determinants for the adoption of intelligent process automation	17
Information provision measures for voice agent product recommendations— The effect of process explanations and process visualizations on fairness perceptions	16
Engaging citizen scientists: designing an open research system for collaborative problem exploration	16
Correction: Towards implementation of warrant-based content self-moderation	16
Manipulation by design	16
Discovering the evolution of online reviews: A bibliometric review	16
The consumer genome: Willingness to share and accept genetic data in marketing	16
The role of design patterns in the development and legal assessment of lawful technologies	16
Designing a cross-organizational identity management system: Utilizing SSI for the certification of retailer attributes	15
Supply chain risk management automation: A literature review	15
The influence of similarity heuristics on evaluation deviation: Evidence from an online crowdsourced Q&A healthcare platform	14
From sharing to profiting: Exploring the interplay between value creation and strategic appropriation in data ecosystems	14
The road not taken: Representing expert knowledge for route similarities in sustainable tourism using machine learning	14
What role do data network effects play for multihoming complements? An empirical analysis of platform complementors’ strategies for consumer value creation	14
Understanding the process of meanings, materials, and competencies in adoption of mobile banking	14
Online customer experience and online customer engagement with e-commerce: Comparing online and omnichannel consumer journeys	13
Can the e-commerce platform escape the trap of fake reviews? The evidence from tripartite evolutionary game	13
An empirical study on traditional offline retailer’s switching intention towards community-based group buying program: A push–pull-mooring model	13
Establishing and governing data ecosystems at the crossroads of centralization and decentralization	12
Industrial data ecosystems and data spaces	12
Towards implementation of warrant-based content self-moderation	12
Trust in artificial intelligence: From a Foundational Trust Framework to emerging research opportunities	12
Not all chatbots connect equally: The moderating role of chatbot type	12
Offline to online: The impacts of offline visit experience on online behaviors and service in an Internet hospital	12
Fine-tuning image-to-text models on Liechtenstein tourist attractions	12
Biosignal-adaptive platforms	11
Boundary resource management in innovation ecosystems: The case of e-commerce	11
A taxonomy of data governance decision domains in data marketplaces	11
Shaping crowdlending investors’ trust: Technological, social, and economic exchange perspectives	11
Value co-creation on networked platforms — A service-dominant logic analysis of the Alexa Assistant ecosystem	11
Exploring the effect of platform gamification on users’ intermittent discontinuance: An ambivalence perspective	11
Trade-offs and synergies of digital choice environments: Towards a taxonomy and configurational model	11
Establishing altruistic ethics to use technology for Social Welfare—How Japan manages Web3 and self-sovereign identity in local communities	11
Wisdom of the crowd signals: Predictive power of social media trading signals for cryptocurrencies	11
Maximal extractable value: Current understanding, categorization, and open research questions	11
AI-based chatbots in conversational commerce and their effects on product and price perceptions	11
Enhancing conversational agents for successful operation: A multi-perspective evaluation approach for continuous improvement	11
Evolutionary dynamics of digital platform ecosystems in healthcare: A case study of the discovery ecosystem in South Africa	10
Service research in the digital era—Exploring emergence, transformation, and value co-creation	10
Generative artificial intelligence	10
How to design platform ecosystems by intrapreneurs: Implications from action design research on IoT-based platform	10
Voting participation and engagement in blockchain-based fan tokens	10
Augmenting the reality of decision-making: Comparing and combining product experiences’ influence on choice difficulty and mental imagery	10
Correction to: The cultural impact in platform competition	10
Optimizing AI strategies in e-commerce customer service: An agent-based simulation	10
Seasonal shifts and pandemic effects on tourist mobility: A study of attraction-level movement patterns in Jeju Island	10
Assistant platforms	9
Design factors of the tag-based review summarization system: Perspective of the consumers’ intention to use	9
Would you forgive anthropomorphic conversational AI agents for service failures? Exploring the impact of anthropomorphism on customer forgiveness	9
City 5.0: Citizen involvement in the design of future cities	9
Where innovation meets inertia: Relational challenges to B2B platform adoption—An explorative multiple case study	9
Beyond technology: Multidimensional consumption values in phygital retailing; a mixed method approach	8
Preface to the special issue on “Enterprise and organizational applications of distributed ledger technologies”	8
Investigating data value co-creation in the digital servitization ecosystem: An evolutionary game perspective	8
Special issue on “Smart tourism 2.0: Perspectives with geospatial data and AI”	8
Blockchain technology in e-business value chains	8
Customized integrated decision model for CBEC enterprise credit evaluation: The fusion of multi-source features and machine learning	8
“Sorry, too much information”—Designing online review systems that support information search and processing	8
AI-powered predictive modeling for food-service crowdfunding success: An integrated approach with business intelligence and supervised machine learning for smart business ecosystem	8
Is DLT the solution for current supply chain problems? Bridging the gap between EDI and DLT	8
Managing disinformation on social media platforms	8
Babbling through social media: A cross-country study mapping out social networks using eWOM intentions	7
Development and evaluation of a taxonomy for platform revenue models	7
An iterative five-phase process model to successfully implement AI for cybersecurity in a corporate environment	7
Getting to know my disease better: The influence of linguistic features of patients’ self-disclosure on physicians’ social support in online health consultation	7
Unveiling the relationship between virtual streamer characteristics and consumer purchase intention in live streaming commerce: Insights from source credibility perspective	7
How retailers launch IT-based strategies to win new and loyal customers in O2O commerce	7
Enhancing e-commerce recommendations: A mechanism to detect and mitigate spam reviews	7
Artificial intelligence and machine learning	7
A multivocal literature review of decentralized finance: Current knowledge and future research avenues	7
Mature inventory management for supply chain automation: An interlinked process-reference model	7
An enterprise framework for blockchain interoperability	7
A novel subject-independent deep learning approach for user behavior prediction in electronic markets based on electroencephalographic data	7
Evolution of direct network effects: A perspective of market thickness of an online freight platform	6

Construction of doctors’ reputation systems in online health services: The combination of online and offline mechanisms	6
The duality of reputation portability: Investigating the demand effect of imported ratings across online labor markets	6
AI content labeling and user engagement on social media: The role of AI level, content type, and disclosure timing	6
Self-sovereign identity: A conceptual framework and research agenda	6
The CIO–CISO relationship in a globally networked business—An interview with Nestlé AG	6
Super app finance in Chinese platform ecosystems: Determinants of investment behaviour	6
Who uses general-purpose AI? A typology of ChatGPT early adopters	6
Assessing the economic value of reducing perceived risk in ride-hailing: Evidence from US cities	6
Navigating the legitimacy landscape of the e-commerce ecosystem: A case study from India	6
Anthropomorphism in AI-enabled technology: A literature review	6
This is why we pay—Motivational factors for supporting subscription-based crowdfunding campaigns	6
Beyond one-size-fits-all: Empirical evidence on the heterogeneity of equity crowdfunding investors’ decision drivers	6
E-commerce ecosystems as catalysts for sustainability: A multi-case analysis	6
Superstar effects in a platform-based local market: The role of customer usage of online-to-offline platforms and spatial agglomeration	6
Designing adaptive feedback mechanisms with text mining capabilities: An illustration on eBay	6
Promise not fulfilled: FinTech, data privacy, and the GDPR	6
Low-code development platform ecosystems	6
Social Welfare Computing: Managing the harmful consequences of technological innovation	6
Enable and orchestrate—How keystone actors shape institutions for smart service innovation in ecosystems	6