OOIR: Observatory of International Research

Papers

(The TQCC of Industrial Management & Data Systems is 12. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Retailers’ optimal ordering policies for a dual-sourcing procurement	114
“I'm concerned; I'll stop warning!”: U-shaped curvilinear relationships between ESN constructive voice and employees' digital concerns	95
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	92
No place to hide: how supply chain digitalization curbs environmental moral hazard	92
Role of TOE enablers and moderating impact of complexity, culture and government regulations on analytics in SCOR	89
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	86
Data governance in operations and supply chain: a literature review	76
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	69
The influence of an additional robot apology and robot gender after a human service failure	66
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	64
Integrated HRI and lean digital healthcare approach for facial paralysis rehabilitation via exoskeletons and smartphone applications	62
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	58
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	52
Toward trustworthy content: the role of challengers, juries and veracity bonds in digital media platforms	48
Monitoring corporate credit risk with multiple data sources	47
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	47
Unraveling technological barriers to blockchain in supply chains: a systems and complexity-based modeling approach	46
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	44
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	40
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	39
Balanced social media engagement and firm performance in consumer goods industry	38
What configurations of big data use facilitate digital supply chain performance? An integrative perspective of SEM-fsQCA	38
Beyond adoption: data-driven insights into how EMR implementation sequences shape hospital outcomes	37
Harnessing emotional AI for mental health: technostress and user appraisals in chatbot engagement	34
To do or not? NFT platform's anti-counterfeits strategy	34

Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	34
Why do you immerse yourself in planting virtual trees? Using gamified elements to promote decarbonization	33
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	33
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	33
Peer effects on digital innovation: a multiple context analysis based on decision-making reference	33
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	32
Exploring message sidedness on purchase intention in live streaming e-commerce: the moderation of live streamer type	31
Advertising and pricing of online direct selling considering network externalities	31
Risks and benefits posed by artificial intelligence to workers’ mental health: a systematic literature review	30
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	30
Guest editorial: Digital technologies and mental health management: opportunities and challenges	30
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	30
Natural language processing in government applications: a literature review and a case analysis	30
Data analytics dynamic capabilities for Triple-A supply chains	30
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	29
Does AR-driven virtual try-on technology inspire luxury consumers: a mixed-method study	28
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	28
Freight insurance pricing strategy based on an online freight platform	28
Effects of geographical proximity to headquarters on subunits' online reputation: an extended agency perspective	27
Research on the impact mechanisms of the digital resilience of manufacturing firms: from the perspective of supply chain synergy	26
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	26
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	25
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	25
Young or old CEOs: digital transformation level influences IT investment performance feedback of manufacturing firms	25
City spatial structure and smart city innovation: the case of China	25
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	25
Drivers and outcomes of circular economy implementation: evidence from China	24
Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model	24
Identify the effect of government regulations on the live streaming e-commerce	24
AI investment and focal firm’s supply chain bargaining power: the moderating role of public data openness	24
Strategic technological determinant in smart destinations: obtaining an automatic classification of the quality of the destination	23
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	23
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	23
Market-based environmental regulation and carbon emission reduction: evidence from China’s carbon emission trading market	22
Critical factors for green supply chain management implementation in footwear industry	22
Untangling operational performance implication of ambidextrous blockchain initiatives: an empirical investigation of Chinese manufacturers	22
Developing urban infrastructure constructions for increasing e-commerce sales: the moderating roles of aging population	22
Financial empowerment through robo-advisors: understanding the keys to trust and loyalty	21
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	21
Revealing the mechanisms of adopting innovative on-site industrialized construction technology: an integrated SEM-ISM method	21
Where are eustress and distress from? An examination of smart healthcare system use	21
Towards a technological future: exploring how human-AI collaboration enhances corporate low-carbon transformation performance	21
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future	21
Dining with robots: exploring the customer willingness to adopt service robots in restaurants	21
The impact of enterprise digital transformation on relationship performance: a moderated mediation model	21
Impact of textual and visual complexity and consistency on review usefulness: moderated by commodity price	21
Exploring the barriers and enablers of technology adoption for managing social sustainability in supply chains	20
Beyond AI-powered context-aware services: the role of human–AI collaboration	20
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication	20
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	20

The impact of digital transformation on new quality productivity: a moderating analysis based on the socio-technical system theory	20
The effect of human resource strategy on green supply chain integration: the moderating role of information systems and mutual trust	19
Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	19
Manufacturer’s modularity and operation performance: the role of digital embeddedness and organization compatibility	19
How AI use affects digital innovation performance: the roles of AI crafting and experience inertia	19
Platform enterprises’ corporate social responsibility announcements and stock market value: evidence from China	19
Optimal integration decision of industrial internet platform for third-party components in two-sided networks	19
Blockchain-enabled multi-information disclosure in fresh E-commerce: management for balancing economic and environmental performance	19
Examining compulsive use of social media: the dual effects of individual needs and peer influence	19
Modeling user discontinuance on short-video platforms: a stressor–strain–outcome perspective of perceived information overload and negative emotions	19
Breaking the mold: the pursuit of decentralized trade and supply chain finance	19
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	18
ESG performance, supply chain relationship stability and enterprise technology innovation	18
Blockchain innovation ecosystems orchestration in construction	18
Detecting depression and its severity based on social media digital cues	18
Big data analytics: from leadership to firm performance	18
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders?	18
Achieving sustainability through digital transformation: innovation mechanisms and boundary conditions	18
The impact of privacy enhancing technologies in online mental health platforms on users’ disclosure intention	18
Calm me down: the impact of AI-generated review summarization on the sentiment intensity of consumer reviews	17
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	17
Space economy: a new frontier of information systems, analytics and digital commerce	17
Sharing network features analysis and dispatching strategy design	17
Conducting Monte Carlo simulations with PLS-PM and other variance-based estimators for structural equation models: a tutorial using the R package cSEM	16
Service quality strategies of service-oriented manufacturer competing with third-party service provider	16
Sustainable synchromodal logistics: unveiling key enablers through neutrosophic interpretive structural modeling analysis	16
Pathways linking mobile service robots and quality of life of people with dementia: a literature review	15
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	15
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	15
Command and code: how CEO military experience and AI curb corporate greenwashing	15
Understanding user acceptance of robotic process automation: the user resistance perspective	15
Assessing Industry 4.0 technologies' impact on automotive supply chain costs using IVPF–WASPAS	15
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	15
The viewer value co-creation process on sports live streaming platforms	15
Enhancing supply chain resilience: the role of big data analytics capability and organizational ambidexterity	15
Are companies better off with AI? The effect of AI service failure events on firm value	15
Mobile wallets in cash-based economies during COVID-19	14
Mobile business apps and employee productivity	14
Knowledge trajectory of eSports as an emerging field of research	14
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	14
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	14
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	14
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	14
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	14
Data governance and industry 4.0 for optimizing supply chain resilience	14
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	14
AI-driven innovation management and total factor productivity: empirical evidence from the equipment manufacturing sector	14
Making it safe: linking healthcare workers' social media use to task performance during public health crises	14
When does endorsement work? The moderating role of endorser and message characteristics	14
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	13
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	13
Publisher’s Note	13
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	13
Distal or proximal? Evidence from the effect of spatial distance on online review helpfulness	13
Achieving supply chain resilience: market orientation vs technological orientation	13
How does data element security governance influence enterprise dynamic capabilities in a turbulent environment?	13
Industrial data-driven modeling for imbalanced fault diagnosis	13
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	13
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	13
Building organizational agility through digital transformation: a configurational approach in SMEs	13
Guest editorial: Digital ecosystems of service robot: artifacts, behaviors, organizations and design perspectives	13
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	13
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	13
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	13
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	13
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	13
A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain	12
Relationship between lean, agile, resilient and green paradigm and sustainable supply chain performance: an empirical investigation	12
A blockchain-driven Pu-erh tea supply chain: product pricing and coordination mechanism design	12
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	12
Assessing the user acceptance of mobility-as-a-service platforms: a case study of Shenzhen, China	12
The effects of supply chain governance on supply chain resilience based on information processing theory	12
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	12