OOIR: Observatory of International Research

Papers

(The median citation count of Electronic Markets is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Digital technology as market shaper: A typology of digital technology roles for shaping markets	1531
Designing the future of bond markets: Reducing transaction costs through tokenization	135
Developing design principles to standardize e-commerce ecosystems	132
How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors	100
It is not (only) about privacy: How multi-party computation redefines control, trust, and risk in data sharing	90
Explaining consumer suspicion: insights of a vignette study on online product reviews	66
Boundary resource management in innovation ecosystems: The case of e-commerce	65
Governing the emergence of network-driven platform ecosystems	53
Understanding the adoption of the mask-supply information platforms during the COVID-19	53
No matter what the name, we’re all the same? Examining ethnic online discrimination in ridesharing marketplaces	51
Unleashing the digital building bricks	50
Establishing altruistic ethics to use technology for Social Welfare—How Japan manages Web3 and self-sovereign identity in local communities	49
This is why we pay—Motivational factors for supporting subscription-based crowdfunding campaigns	47
The role of contextual and contentual signals for online trust: Evidence from a crowd work experiment	46
Certified data chats for future used car markets	44
Cultural differences in hospitality service evaluations: mining insights of user generated content	43
E-commerce transformation: A literature review from an institutional and organizational perspective	43
Correction to: The Cooperation Paradox	42
Tarzan and chain: exploring the ICO jungle and evaluating design archetypes	41
What to do after a data breach? Examining apology and compensation as response strategies for health service providers	41
A machine learning approach to identifying decision-making styles for managing customer relationships	40
Do cryptocurrencies really have (no) intrinsic value?	40
An experimental examination of credible information disclosure, perception of fairness, and intention to do business in online multi-bilateral negotiations	38
On the influence of conventional and automated market makers on market quality in cryptoeconomic systems	38
Categorization and eccentricity of AI risks: a comparative study of the global AI guidelines	38

Game-swinging on Twitch: an affordances perspective	37
Innovate or game over? Examining effects of product innovativeness on video game success	37
Recommending AI based on Quantified Self: Investigating the mechanism of consumer acceptance of AI recommendations	37
A multilevel, multi-mode framework for standardization in digital B2B platform eco-systems in international cargo transportation—A multiple case study	34
Consumers’ ambiguous perceptions of advertising disclosures in influencer marketing: Disentangling the effects on current and future social media engagement	34
Towards implementation of warrant-based content self-moderation	33
Exploring interdependent privacy – Empirical insights into users’ protection of others’ privacy on online platforms	28
Microexpressions in digital humans: perceived affect, sincerity, and trustworthiness	28
Enhancing conversational agents for successful operation: A multi-perspective evaluation approach for continuous improvement	28
Electronic shopping cart abandonment: What do we know and where should we be heading?	27
On the performance of blockchain-based token offerings	27
Antecedents and outcomes of virtual presence in online shopping: A perspective of SOR (Stimulus-Organism-Response) paradigm	27
Designing a conversational agent for supporting data exploration in citizen science	26
Providing organizations with a validated instrument for an Enterprise Service Management capability	26
What we already know about corporate digital responsibility in IS research: A review and conceptualization of potential CDR activities	26
Critical success factors of users’ continuous intention of adopting cryptocurrency exchanges: LAS-VICT principle	25
Textual sentiment analysis and description characteristics in crowdfunding success: The case of cybersecurity and IoT industries	25
Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems	24
The cultural impact in platform competition	24
Offline to online: The impacts of offline visit experience on online behaviors and service in an Internet hospital	24
Regulation strategy for behavioral integrity of live streamers: From the perspective of the platform based on evolutionary game in China	23
Factors impacting behavioural intentions to adopt the electronic marketplace: findings from small businesses in India	22
Is trust in artificial intelligence systems related to user personality? Review of empirical evidence and future research directions	21
Hybrid intelligence in business networks	21
Blockchain-based digital rights management systems: Design principles for the music industry	21
The dark sides of AI	20
AI-based chatbots in conversational commerce and their effects on product and price perceptions	20
Managing the complexity of digital transformation—How multiple concurrent initiatives foster hybrid ambidexterity	19
Calming the customers by AI: Investigating the role of chatbot acting-cute strategies in soothing negative customer emotions	19
Applying XAI to an AI-based system for candidate management to mitigate bias and discrimination in hiring	19
Users taking the blame? How service failure, recovery, and robot design affect user attributions and retention	19
Shaping crowdlending investors’ trust: Technological, social, and economic exchange perspectives	19
The paradox of technology quality and ethical concerns in building trust and behavioral intention in the AI-enabled face recognition payment	18
Telepresence in live-stream shopping: An experimental study comparing Instagram and the metaverse	18
A typology of agricultural market information systems and its dimensions: Case studies of digital platforms	18
Designing Recommendation or Suggestion Systems: looking to the future	18
A data-driven use case planning and assessment approach for AI portfolio management	17
How to design platform ecosystems by intrapreneurs: Implications from action design research on IoT-based platform	17
City 5.0: Citizen involvement in the design of future cities	16
Data-driven value extraction and human well-being under EU law	16
Exploring engagement, well-being, and welfare on engagement platforms: Insight into the personal service sector from the DACH region	16
Data modalities, consumer attributes and recommendation performance in the fashion industry	16
Trade-offs and synergies of digital choice environments: Towards a taxonomy and configurational model	14
Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization	14
Machine learning in information systems - a bibliographic review and open research issues	14
Customer behavior of online group buying: an investigation using the transaction cost economics theory perspective	14
Computing and Social Welfare	14
Stuck in the middle with you: Conceptualizing data intermediaries and data intermediation services	14
Upstream and downstream dyad governance within the network structures: Creating supply chain governance for the customized products	13
Taking the measure of digital giants: Amazon and the Social Welfare Computing research agenda	13

Maximal extractable value: Current understanding, categorization, and open research questions	13
Cultural differences in processing online customer reviews: holistic versus analytic thinkers	13
Towards AI application marketplaces - an interview with Dorian Selz	13
Perceived privacy risk in the Internet of Things: determinants, consequences, and contingencies in the case of connected cars	12
Digital Business as a Field for Research and Education	12
Value creation and capture in decentralized finance markets: Non-fungible tokens as a class of digital assets	12
Classification tools for business models: Status quo, comparison, and agenda	12
Understanding reviewer characteristics in online reviews via network structural positions	12
AI Literacy for the top management: An upper echelons perspective on corporate AI orientation and implementation ability	12
A taxonomy of data governance decision domains in data marketplaces	12
The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study	11
Chatbot commerce—How contextual factors affect Chatbot effectiveness	11
SynDEc: A Synthetic Data Ecosystem	10
Explainable and responsible artificial intelligence	10
Social informedness and investor sentiment in the GameStop short squeeze	10
Fintech: A content analysis of the finance and information systems literature	10
Non-ownership business models in the manufacturing industry: Uncertainty-exploiting versus uncertainty-mitigating designs and the role of context factors	10
Data sharing practices: The interplay of data, organizational structures, and network dynamics	10
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	10
Unlocking the value from car data: A taxonomy and archetypes of connected car business models	10
How to increase consumers’ continued use intention of artificial intelligence voice assistants? The role of anthropomorphic features	10
Building digital platform ecosystems through standardization: an institutional work approach	10
Beyond control over data: Conceptualizing data sovereignty from a social contract perspective	10
Correction to: The cultural impact in platform competition	10
The state of robo-advisory design: A systematic consolidation of design requirements and recommendations	10
On the stress potential of videoconferencing: definition and root causes of Zoom fatigue	10
Digital entrepreneurship from cellular data: How omics afford the emergence of a new wave of digital ventures in health	10
Generative artificial intelligence	10
Designing a feature selection method based on explainable artificial intelligence	10
Voting participation and engagement in blockchain-based fan tokens	10
Social commerce affordances for female entrepreneurship: the case of Facebook	9
Electronic Markets on platform transformation	9
Design factors of the tag-based review summarization system: Perspective of the consumers’ intention to use	9
Rural smartness: Its determinants and impacts on rural economic welfare	9
Electronic Markets on AI and standardization	9
Cognitive automation	9
A dedication-constraint model of omnichannel shopping journey	9
Electronic Markets on platform dualities	9
Dual verifications in mHealth apps: Supporting self-regulation or increasing friction?	9
The emergence and evolution of a disruptive platform ecosystem: evidence from the Indian mobile services industry	8
Designing incentive systems for participation in digital ecosystems—An integrated framework	8
Multi-sided platforms in competitive B2B networks with varying governmental influence – a taxonomy of Port and Cargo Community System business models	8
Breaking the chains of traditional finance: A taxonomy of decentralized finance business models	8
Trust transfer effects and associated risks in telemedicine adoption	7
Empowering users to control ads and its effects on website stickiness	7
Blockchain technology in e-business value chains	7
The Cooperation Paradox	7
Wallet wars or digital public infrastructure? Orchestrating a digital identity data ecosystem from a government perspective	7
Modeling inter-organizational business process governance in the age of collaborative networks	7
An empirical analysis of experienced reviewers in online communities: what, how, and why to review	7
AI-enabled information systems: Teaming up with intelligent agents in networked business	7
Assistant platforms	7
Centralized exchanges vs. decentralized exchanges in cryptocurrency markets: A systematic literature review	7
Influencer marketing on Instagram—The optimal disclosure strategy from influencers’ and marketers’ perspectives	7
Correction to: Keeping pace with the healthcare transformation: a literature review and research agenda for a new decade of health information systems research	6
Electronic Markets on digital platforms and AI	6
Creating customer value from data: foundations and archetypes of analytics-based services	6
Metaverse platform ecosystems	6
Keeping pace with the healthcare transformation: a literature review and research agenda for a new decade of health information systems research	6
The effects of advertisement disclosure on heavy and light Instagram users	6
Automating quality control through an expert system	6
Network engagement from learning friends’ preferences: evidence from a video gaming social network	6
Explaining reviewing effort: Existing reviews as potential driver	6
Time to break up? The case for tailor-made digital platform regulation based on platform-governance standard types	6
Correction: AI-based chatbots in conversational commerce and their effects on product and price perceptions	6
Exploring the scope of generative AI in literature review development	6
Correction: A taxonomy and archetypes of smart services for smart living	6
Artificial intelligence (AI) and robotics in travel, hospitality and leisure	6
Is a picture worth a thousand views? Measuring the effects of travel photos on user engagement using deep learning algorithms	6
Explanation matters: An experimental study on explainable AI	6
“Sorry, too much information”—Designing online review systems that support information search and processing	6
Electronic marketplaces under conditions of oligopsony and relational marketing – an empirical exploration of electronic agricultural markets in India	6
From competitive advantage to social welfare	6