OOIR: Observatory of International Research

Papers

(The TQCC of Electronic Markets is 16. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Understanding the adoption of the mask-supply information platforms during the COVID-19	229
Striking a balance: Designing a blockchain-based solution to navigate coopetition dynamics in supply chain management	203
Digital technology as market shaper: A typology of digital technology roles for shaping markets	172
Governing the emergence of network-driven platform ecosystems	102
Game-swinging on Twitch: an affordances perspective	98
Consumers’ ambiguous perceptions of advertising disclosures in influencer marketing: Disentangling the effects on current and future social media engagement	93
Designing a conversational agent for supporting data exploration in citizen science	93
Calming the customers by AI: Investigating the role of chatbot acting-cute strategies in soothing negative customer emotions	89
Digital platform ecosystems in flux: From proprietary digital platforms to wide-spanning ecosystems	86
Factors impacting behavioural intentions to adopt the electronic marketplace: findings from small businesses in India	77
A typology of agricultural market information systems and its dimensions: Case studies of digital platforms	67
Value creation and capture in decentralized finance markets: Non-fungible tokens as a class of digital assets	66
Designing incentive systems for participation in digital ecosystems—An integrated framework	64
Empowering users to control ads and its effects on website stickiness	62
Influencer marketing on Instagram—The optimal disclosure strategy from influencers’ and marketers’ perspectives	61
Exploring the scope of generative AI in literature review development	60
Cognitive automation	57
Wallet wars or digital public infrastructure? Orchestrating a digital identity data ecosystem from a government perspective	56
Explainable artificial intelligence in information systems: A review of the status quo and future research directions	54
Trust transfer effects and associated risks in telemedicine adoption	54
Uncovering the identity of Electronic Markets research through text mining techniques	53
Compatibility promotion between platforms: The role of open technology standards and giant platforms	51
Immunizing with information – Inoculation messages against conversational agents’ response failures	49
Invite everyone to the table, but not to every course	48
AI-powered travel recommendations and decision-making: The role of spatio-temporal efficiency, destination type, and travel party composition	48

What factors influence grassroots knowledge supplier performance in online knowledge platforms? Evidence from a paid Q&A service	45
Metaverse: A real change or just another research area?	44
Digital valuation of personality using personal tokens	43
Correction to: Understanding the process of meanings, materials, and competencies in adoption of mobile banking	38
Decentralized platform economy: emerging blockchain-based decentralized platform business models	38
Data management as a joint value proposition—A design theory for horizontal data sharing communities	37
Opportunities and challenges of blockchain for multi-sided platforms	35
Artificial intelligence in E-Commerce: a bibliometric study and literature review	35
Challenges of IT freelancers on digital labor platforms: A topic model approach	35
When is blockchain worth it? Value and risk drivers of corporate blockchain announcements	35
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	35
Perpetual future contracts in centralized and decentralized exchanges: Mechanism and traders’ behavior	35
How two leading partners learn to tango: The case of IoT-based business model co-innovation between a retailer and an electronics supplier	35
Sanitizing data for analysis: Designing systems for data understanding	32
Correction to: Social Welfare Computing and the management and regulation of new online business models	31
Understanding service complexity in manufacturing companies: Insights and implications from a mixed methods study on drivers and levers of complexity	30
Compatibility promotion for standard development within shared platforms: A rising tide does not lift all boats	29
Global reconstruction of language models with linguistic rules – Explainable AI for online consumer reviews	28
A positive spiral effect of M-health app videos	28
Smart cities and smart governance models for future cities	27
The effects of targeted political advertising on user privacy concerns and digital product acceptance: A preference-based approach	27
Standardization for platform ecosystems	27
Business models of incumbent-owned platforms: A taxonomy and archetypal patterns	26
The role of contextual and contentual signals for online trust: Evidence from a crowd work experiment	26
A multilevel, multi-mode framework for standardization in digital B2B platform eco-systems in international cargo transportation—A multiple case study	25
A machine learning approach to identifying decision-making styles for managing customer relationships	25
Regulation strategy for behavioral integrity of live streamers: From the perspective of the platform based on evolutionary game in China	25
How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors	25
Exploring interdependent privacy – Empirical insights into users’ protection of others’ privacy on online platforms	24
The dark sides of AI	24
On the influence of conventional and automated market makers on market quality in cryptoeconomic systems	23
Beyond control over data: Conceptualizing data sovereignty from a social contract perspective	22
Exploring the messenger effect on consumer emotions and attitudes: Promoting socially responsible practices in the cosmetics sector	22
Fintech: A content analysis of the finance and information systems literature	22
Understanding reviewer characteristics in online reviews via network structural positions	21
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	21
Computing and Social Welfare	20
The effect of transparency and trust on intelligent system acceptance: Evidence from a user-based study	19
Correction: AI-based chatbots in conversational commerce and their effects on product and price perceptions	19
Cultural differences in processing online customer reviews: holistic versus analytic thinkers	19
Seeking empathy or suggesting a solution? Effects of chatbot messages on service failure recovery	19
AI-enabled information systems: Teaming up with intelligent agents in networked business	19
Digital entrepreneurship from cellular data: How omics afford the emergence of a new wave of digital ventures in health	19
Modeling inter-organizational business process governance in the age of collaborative networks	19
Breaking the chains of traditional finance: A taxonomy of decentralized finance business models	18
Advancing digital health in information systems research: Insights from a text mining analysis	18
Explanation matters: An experimental study on explainable AI	18
Continuous value shaping: A boundary concept for innovating service innovation approaches	18
Centralized exchanges vs. decentralized exchanges in cryptocurrency markets: A systematic literature review	18
Does personality still matter in e-commerce? How perceived hubris influences the assessment of founders’ trustworthiness using the example of reward-based crowdfunding	17

Systematizing the lexicon of platforms in information systems: a data-driven study	17
Designing virtual meetings: Reviewing virtual meeting design through the lens of media naturalness	17
More than a snapshot: dynamic value-in-use emergence in e-services	17
To sell, to donate, or to barter? Value creation and capture through business model types in decentralized data ecosystems	17
Robots, artificial intelligence, and service automation (RAISA) in hospitality: sentiment analysis of YouTube streaming data	16
Still doing it yourself? Investigating determinants for the adoption of intelligent process automation	16
Open government data: A systematic literature review of empirical research	16
Manipulation by design	16
The influence of similarity heuristics on evaluation deviation: Evidence from an online crowdsourced Q&A healthcare platform	16