OOIR: Observatory of International Research

Papers

(The TQCC of Industrial Management & Data Systems is 8. 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 2021-03-01 to 2025-03-01.)

Article	Citations
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	216
Sharing network features analysis and dispatching strategy design	95
Decoding business analytics: discovering the hidden core through a novel taxonomy	84
Are companies better off with AI? The effect of AI service failure events on firm value	76
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	54
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	52
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	52
Sustainable supplier selection with multidimensional overlapping criteria under carbon neutrality	51
Retailers’ optimal ordering policies for a dual-sourcing procurement	46
A progressive genetic-based neural architecture search	45
Meaningful engagement with a gamified knowledge management system: theoretical conceptualization and empirical validation	45
Linking environmental forces, absorptive capacity, information sharing and innovation performance	42
Managing complementors in innovation ecosystems: a typology for generic strategies	41
Are scholar-type CEOs more conducive to promoting industrial AI transformation of manufacturing companies?	41
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	40
How does mHealth service quality influences adoption?	38
Linked by age: a study on social media privacy concerns among younger and older adults	38
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	38
Government data openness and knowledge management: configurational patterns for national competitiveness	34
Monitoring corporate credit risk with multiple data sources	34
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	33
Space economy: a new frontier of information systems, analytics and digital commerce	32
Gaining user confidence in banking industry's quest for digital transformation: a product-service system management perspective	32
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	31
Coping with COVID-19 using contact tracing mobile apps	29

Soft computing in business: exploring current research and outlining future research directions	29
Understanding the relationship between reviews, search and sales: a study of the Indian car market	29
Gratification matters? An explorative study of antecedents and consequence in livestream shopping	28
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	28
Artificial intelligence affordances for urban mobility	28
Advertising and keyword selection strategies on Baidu: an empirical analysis	28
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	27
A digital transformation-enabled framework and strategies for public health risk response and governance: China's experience	27
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	26
The viewer value co-creation process on sports live streaming platforms	25
Understanding user acceptance of robotic process automation: the user resistance perspective	23
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	23
Supply chain risk identification: a real-time data-mining approach	22
Taking action to reduce board-level information asymmetry: the adoption of enterprise information systems	22
Bridging versus buffering: how IT capabilities and dependence advantage shape responses to supply chain disruptions?	22
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	22
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	21
Understanding circular economy adoption by SMEs: a case study on organizational legitimacy and Industry 4.0	21
How should B2B firms create image content for high social media engagement? A multimodal analysis	21
The influence of knowledge management on adoption intention of electric vehicles: perspective on technological knowledge	21
Influence of travel distance and travel experience on travelers' online reviews: price as a moderator	21
Supply chain quality management for product innovation performance: insights from small and medium-sized manufacturing enterprises	20
Building a hierarchical framework of corporate sustainability transition challenges using the qualitative information approach	20
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	20
How to be agile: the distinctive roles of IT capabilities for knowledge management and process integration	19
Blockchain performance in supply chain management: application in blockchain integration companies	19
Linking supplier JIT to flexibility performance: the moderating impact of advanced manufacturing technology and human resource empowerment	18
Exploring donor's intention in charitable crowdfunding: intrinsic and extrinsic motivations	18
Exploring customer satisfaction in cold chain logistics using a text mining approach	18
The effect of supplier globalization on firm innovation: a resource dependence theory perspective	18
Deep learning-based container throughput forecasting: a triple bottom line approach	18
Enablers of supply chain integration: a technology-organization-environment view	18
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	17
What motivates employees to use social media at work? A perspective of self-determination theory	17
How social enterprises gain cognitive legitimacy in the post-pandemic period? Social welfare logic and digital transformation	17
For whom does flow not enhance online gamer loyalty?	16
IT-related resources, digital marketing capabilities and business performance: moderating effects of digital orientation and technological turbulence	15
Artificial intelligent housekeeper based on consumer purchase decision: a case study of online E-commerce	14
Manufacturing servitization in the digital economy: a configurational analysis from dynamic capabilities and lifecycle perspective	14
Conducting Monte Carlo simulations with PLS-PM and other variance-based estimators for structural equation models: a tutorial using the R package cSEM	14
The impact of task characteristics on online group participation behavior: a study using information processing theory	14
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	14
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	14
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	14
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	14
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	13
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	13
How do different Industry 4.0 technologies support certain Circular Economy practices?	13
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	13
Research on the mechanism of digital transformation to improve enterprise environmental performance	12

Assessing user benefits and privacy concerns in utilitarian and hedonic mobile augmented reality apps	12
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	12
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	12
Trust development in live streaming commerce: interaction-based building mechanisms and trust transfer perspective	12
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	12
Online communities and offline sales: considerations on visiting behavior dimensions and online community types	12
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	11
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	11
Digital transformation or not? Manufacturer's selection strategy under carbon cap-and-trade mechanism	11
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	11
Exploring investors' willingness to use robo-advisors: mediating role of emotional response	11
Unveiling just-in-time decision support system using social media analytics: a case study on reverse logistics resource recycling	11
An industry 4.0 adoption in the circular economy application hierarchical model: driver, enable and barrier aspects	11
Value drivers of government issued mobile coupons usage	10
Big data analytics capability in building supply chain resilience: the moderating effect of innovation-focused complementary assets	10
Spillover effects of online comments on high-involvement product sales: evidence from the Chinese automobile industry	10
Mobile wallets in cash-based economies during COVID-19	10
Technological innovation and environmental performance: evidence from China	10
Dynamic perceived quality analysis using social media data at macro- and micro-levels	10
The effect of corporate social responsibility hybridity on firm performance: moderating role of aspirational talk	10
Carbon allowance approach for capital-constrained supply chain under carbon emission allowance repurchase strategy	10
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	10
An electric vehicle routing model with charging stations consideration for sustainable logistics	10
Making it safe: linking healthcare workers' social media use to task performance during public health crises	10
Digital transformation, competitive strategy choices and firm value: evidence from China	10
How do keystones govern their business ecosystems through resource orchestration?	9
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	9
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	9
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	9
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	9
Knowledge trajectory of eSports as an emerging field of research	9
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	9
Physical internet enabled two-tier city logistics solution in the new retail era	9
Influential factors in the adoption of clinical decision support systems in hospital settings: a systematic review and meta-synthesis of qualitative studies	9
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	8
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	8
Network constraint and online group innovation: a dual perspective of inter-community group network and intra-community group network	8
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	8
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	8
Advertising and pricing of online direct selling considering network externalities	8
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	8
The optimal carbon emission reduction and advertising strategy with dynamic market share in the supply chain	8
Triple A supply chain management and sustainability	8
Understanding investor co-investment in a syndicate on equity crowdfunding platforms	8
Impact of WeChat public platforms on blood donation behavior: a big data-based study	8
Strategy for sustainable supply chain transformation: a resource orchestration perspective	8
Exploring the effects of quality signals on search advertising performance: the moderating role of keyword attributes	8
Supply chain learning and environmental performance: leveraging relational capital and information technology	8
Research on sales and sharing decisions of the equipment supplier under shared manufacturing environment	8
Complementary resources and SME firm performance: the role of external readiness and E-commerce functionality	8
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	8
Should the Internet of Things platform enter the smart device market?	8
System dynamics modeling and robustness analysis for capital-constrained supply chain under disruption	8
Building organizational agility through digital transformation: a configurational approach in SMEs	8