OOIR: Observatory of International Research

Papers

(The TQCC of Industrial Management & Data Systems is 10. 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 2021-06-01 to 2025-06-01.)

Article	Citations
How to be agile: the distinctive roles of IT capabilities for knowledge management and process integration	257
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	116
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	91
The influence of an additional robot apology and robot gender after a human service failure	76
Monitoring corporate credit risk with multiple data sources	65
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	64
Retailers’ optimal ordering policies for a dual-sourcing procurement	62
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	58
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	54
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	50
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	48
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	46
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	45
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	43
Exploring customer satisfaction in cold chain logistics using a text mining approach	43
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	43
Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	41
Balanced social media engagement and firm performance in consumer goods industry	41
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	41
Evaluating key capabilities for developing global collaborative networks using a multi-layer decision-making approach	40
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	39
Advertising and pricing of online direct selling considering network externalities	38
How do keystones govern their business ecosystems through resource orchestration?	38
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	38
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	37

Effect of achievement-related gamification on brand attachment	35
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	34
Natural language processing in government applications: a literature review and a case analysis	33
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	33
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	32
Exploring the paths to big data analytics implementation success in banking and financial service: an integrated approach	32
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	31
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	31
Driving performance grading and analytics: learning internal indicators and external factors from multi-source data	30
Freight insurance pricing strategy based on an online freight platform	30
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	29
Data-driven bus timetabling with spatial-temporal travel time	29
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	29
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	29
Data analytics dynamic capabilities for Triple-A supply chains	27
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	27
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	26
Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships	25
Young or old CEOs: digital transformation level influences IT investment performance feedback of manufacturing firms	25
The impact of empowerment-focused human resource management on relationship learning and innovation	25
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	23
City spatial structure and smart city innovation: the case of China	22
Personalized content recommendation in online health communities	22
Green sourcing in the era of industry 4.0: towards green and digitalized competitive advantages	22
Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model	22
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	21
Untangling operational performance implication of ambidextrous blockchain initiatives: an empirical investigation of Chinese manufacturers	21
Strategic technological determinant in smart destinations: obtaining an automatic classification of the quality of the destination	21
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	21
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	21
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	20
Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective	20
Impact of live commerce spillover effect on supply chain decisions	20
Drivers and outcomes of circular economy implementation: evidence from China	20
Critical factors for green supply chain management implementation in footwear industry	19
Identify the effect of government regulations on the live streaming e-commerce	19
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future	19
Restoring clinical information system operations post data disaster: the role of IT investment, integration and interoperability	19
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	18
Dining with robots: exploring the customer willingness to adopt service robots in restaurants	18
The impact of platform flexibility and controls on platform attractiveness: an empirical study from the seller's perspective	18
Revealing the mechanisms of adopting innovative on-site industrialized construction technology: an integrated SEM-ISM method	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
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	18
Financial empowerment through robo-advisors: understanding the keys to trust and loyalty	17
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication	17
Emotions for attention in online consumer reviews: the moderated mediating role of review helpfulness	16
Beyond AI-powered context-aware services: the role of human–AI collaboration	16
Platform enterprises’ corporate social responsibility announcements and stock market value: evidence from China	16

Breaking the mold: the pursuit of decentralized trade and supply chain finance	16
Big data analytics: from leadership to firm performance	15
ESG performance, supply chain relationship stability and enterprise technology innovation	15
A systematic review of e-tail product returns and an agenda for future research	15
Manufacturer’s modularity and operation performance: the role of digital embeddedness and organization compatibility	15
Prediction of cold chain logistics temperature using a novel hybrid model based on the mayfly algorithm and extreme learning machine	15
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders?	15
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	14
Examining compulsive use of social media: the dual effects of individual needs and peer influence	14
Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	14
High-contact services of the transient and high-uncertainty type: managing customer experience	14
Detecting depression and its severity based on social media digital cues	14
Blockchain innovation ecosystems orchestration in construction	13
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)	13
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	13
Sharing network features analysis and dispatching strategy design	13
Resource-controlled stochastic customer order scheduling via particle swarm optimization with bound information	13
Understanding user acceptance of robotic process automation: the user resistance perspective	13
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	13
Are companies better off with AI? The effect of AI service failure events on firm value	13
Optimal integration decision of industrial internet platform for third-party components in two-sided networks	13
The effect of human resource strategy on green supply chain integration: the moderating role of information systems and mutual trust	13
Enhancing supply chain resilience: the role of big data analytics capability and organizational ambidexterity	13
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	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
The viewer value co-creation process on sports live streaming platforms	12
Building organizational agility through digital transformation: a configurational approach in SMEs	12
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	12
Managing complementors in innovation ecosystems: a typology for generic strategies	12
Pathways linking mobile service robots and quality of life of people with dementia: a literature review	12
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	12
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	12
Space economy: a new frontier of information systems, analytics and digital commerce	12
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	12
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	12
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	12
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	12
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	11
Knowledge trajectory of eSports as an emerging field of research	11
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	11
Mobile wallets in cash-based economies during COVID-19	11
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	11
Physical internet enabled two-tier city logistics solution in the new retail era	11
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	11
Achieving supply chain resilience: market orientation vs technological orientation	11
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	11
Impact of WeChat public platforms on blood donation behavior: a big data-based study	11
Explaining mobile game takeoff through information configuration	11
The impact of e-marketplace on the B2b relationships	10
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	10
A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain	10
Environmental efficiency of Xiangjiang River in China: a data envelopment analysis cross-efficiency approach	10
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	10
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	10
Mobile business apps and employee productivity	10
Assessing the user acceptance of mobility-as-a-service platforms: a case study of Shenzhen, China	10
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	10
Making it safe: linking healthcare workers' social media use to task performance during public health crises	10
Improving knowledge transfer through enterprise social media: the mediating role of transactive memory	10
Digital transformation, dynamic capability and total factor productivity of manufacturing enterprises	10