OOIR: Observatory of International Research

Papers

(The TQCC of Industrial Management & Data Systems is 9. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Monitoring corporate credit risk with multiple data sources	246
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	108
Retailers’ optimal ordering policies for a dual-sourcing procurement	88
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	69
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	63
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	61
Exploring customer satisfaction in cold chain logistics using a text mining approach	59
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	58
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	55
How to be agile: the distinctive roles of IT capabilities for knowledge management and process integration	51
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	46
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	46
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	42
The influence of an additional robot apology and robot gender after a human service failure	42
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	41
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	41
How do keystones govern their business ecosystems through resource orchestration?	40
Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	40
Exploring the paths to big data analytics implementation success in banking and financial service: an integrated approach	40
Natural language processing in government applications: a literature review and a case analysis	39
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	39
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	37
Balanced social media engagement and firm performance in consumer goods industry	36
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	36
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	36

The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	35
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	35
Advertising and pricing of online direct selling considering network externalities	33
Evaluating key capabilities for developing global collaborative networks using a multi-layer decision-making approach	32
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	32
Effect of achievement-related gamification on brand attachment	30
Data-driven bus timetabling with spatial-temporal travel time	30
Data analytics dynamic capabilities for Triple-A supply chains	29
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	29
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	28
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	28
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	27
Freight insurance pricing strategy based on an online freight platform	27
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	27
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	26
City spatial structure and smart city innovation: the case of China	25
Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships	25
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	25
Driving performance grading and analytics: learning internal indicators and external factors from multi-source data	25
Untangling operational performance implication of ambidextrous blockchain initiatives: an empirical investigation of Chinese manufacturers	24
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	24
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	22
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	22
Green sourcing in the era of industry 4.0: towards green and digitalized competitive advantages	21
The impact of empowerment-focused human resource management on relationship learning and innovation	21
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	21
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	21
Young or old CEOs: digital transformation level influences IT investment performance feedback of manufacturing firms	21
Personalized content recommendation in online health communities	20
Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective	20
Strategic technological determinant in smart destinations: obtaining an automatic classification of the quality of the destination	20
Drivers and outcomes of circular economy implementation: evidence from China	20
Identify the effect of government regulations on the live streaming e-commerce	19
Impact of live commerce spillover effect on supply chain decisions	19
Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model	19
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future	18
Critical factors for green supply chain management implementation in footwear industry	18
A prescriptive framework to support express delivery supply chain expansions in highly urbanized environments	18
Developing urban infrastructure constructions for increasing e-commerce sales: the moderating roles of aging population	18
Restoring clinical information system operations post data disaster: the role of IT investment, integration and interoperability	18
Beyond AI-powered context-aware services: the role of human–AI collaboration	18
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	16
The impact of platform flexibility and controls on platform attractiveness: an empirical study from the seller's perspective	16
Revealing the mechanisms of adopting innovative on-site industrialized construction technology: an integrated SEM-ISM method	16
Optimal integration decision of industrial internet platform for third-party components in two-sided networks	15
Emotions for attention in online consumer reviews: the moderated mediating role of review helpfulness	15
Dining with robots: exploring the customer willingness to adopt service robots in restaurants	15
Breaking the mold: the pursuit of decentralized trade and supply chain finance	15
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	15
Social customer relationship management and organizational performance: testing a conceptual model in the North African context	15

Platform enterprises’ corporate social responsibility announcements and stock market value: evidence from China	15
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication	15
High-contact services of the transient and high-uncertainty type: managing customer experience	14
Examining compulsive use of social media: the dual effects of individual needs and peer influence	14
Manufacturer’s modularity and operation performance: the role of digital embeddedness and organization compatibility	14
Detecting depression and its severity based on social media digital cues	14
Big data analytics: from leadership to firm performance	14
Resource-controlled stochastic customer order scheduling via particle swarm optimization with bound information	14
A systematic review of e-tail product returns and an agenda for future research	13
Blockchain innovation ecosystems orchestration in construction	13
Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	13
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	13
The effect of human resource strategy on green supply chain integration: the moderating role of information systems and mutual trust	12
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders?	12
Understanding user acceptance of robotic process automation: the user resistance perspective	12
Conducting Monte Carlo simulations with PLS-PM and other variance-based estimators for structural equation models: a tutorial using the R package cSEM	12
Are companies better off with AI? The effect of AI service failure events on firm value	12
Prediction of cold chain logistics temperature using a novel hybrid model based on the mayfly algorithm and extreme learning machine	12
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	12
Managing complementors in innovation ecosystems: a typology for generic strategies	12
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	12
ESG performance, supply chain relationship stability and enterprise technology innovation	12
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)	12
Sharing network features analysis and dispatching strategy design	12
The viewer value co-creation process on sports live streaming platforms	12
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	12
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	12
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	11
Enhancing supply chain resilience: the role of big data analytics capability and organizational ambidexterity	11
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	11
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	11
Impact of WeChat public platforms on blood donation behavior: a big data-based study	11
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	11
Space economy: a new frontier of information systems, analytics and digital commerce	11
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	11
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	10
Knowledge trajectory of eSports as an emerging field of research	10
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	10
Explaining mobile game takeoff through information configuration	10
Building organizational agility through digital transformation: a configurational approach in SMEs	10
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	10
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	10
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	10
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	10
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	10
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	10
Physical internet enabled two-tier city logistics solution in the new retail era	9
Forecasting the risk at infractions: an ensemble comparison of machine learning approach	9
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	9
Digital transformation, dynamic capability and total factor productivity of manufacturing enterprises	9
Mobile business apps and employee productivity	9
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	9
The impact of e-marketplace on the B2b relationships	9
A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain	9
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	9
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	9
Making it safe: linking healthcare workers' social media use to task performance during public health crises	9
Improving knowledge transfer through enterprise social media: the mediating role of transactive memory	9
Assessing the user acceptance of mobility-as-a-service platforms: a case study of Shenzhen, China	9
Environmental efficiency of Xiangjiang River in China: a data envelopment analysis cross-efficiency approach	9
Mobile wallets in cash-based economies during COVID-19	9