OOIR: Observatory of International Research

Papers

(The TQCC of Industrial Management & Data Systems is 11. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	158
Retailers’ optimal ordering policies for a dual-sourcing procurement	112
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	82
Toward trustworthy content: the role of challengers, juries and veracity bonds in digital media platforms	79
Monitoring corporate credit risk with multiple data sources	78
The influence of an additional robot apology and robot gender after a human service failure	76
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	69
Integrated HRI and lean digital healthcare approach for facial paralysis rehabilitation via exoskeletons and smartphone applications	69
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	68
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	66
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	62
No place to hide: how supply chain digitalization curbs environmental moral hazard	60
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	55
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	55
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	55
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	53
Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	49
Beyond adoption: data-driven insights into how EMR implementation sequences shape hospital outcomes	48
Advertising and pricing of online direct selling considering network externalities	46
Balanced social media engagement and firm performance in consumer goods industry	45
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	44
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	37
How do keystones govern their business ecosystems through resource orchestration?	36
Risks and benefits posed by artificial intelligence to workers’ mental health: a systematic literature review	36
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	36

Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	35
Why do you immerse yourself in planting virtual trees? Using gamified elements to promote decarbonization	33
Exploring message sidedness on purchase intention in live streaming e-commerce: the moderation of live streamer type	33
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	33
To do or not? NFT platform's anti-counterfeits strategy	33
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	32
Natural language processing in government applications: a literature review and a case analysis	31
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	30
Freight insurance pricing strategy based on an online freight platform	28
Data-driven bus timetabling with spatial-temporal travel time	27
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	27
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	26
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	26
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	26
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	26
Does AR-driven virtual try-on technology inspire luxury consumers: a mixed-method study	25
Data analytics dynamic capabilities for Triple-A supply chains	24
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	24
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	23
Market-based environmental regulation and carbon emission reduction: evidence from China’s carbon emission trading market	23
Untangling operational performance implication of ambidextrous blockchain initiatives: an empirical investigation of Chinese manufacturers	23
City spatial structure and smart city innovation: the case of China	23
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	23
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	22
Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective	22
Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model	22
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	22
Drivers and outcomes of circular economy implementation: evidence from China	21
Strategic technological determinant in smart destinations: obtaining an automatic classification of the quality of the destination	21
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	21
Identify the effect of government regulations on the live streaming e-commerce	21
Developing urban infrastructure constructions for increasing e-commerce sales: the moderating roles of aging population	20
Critical factors for green supply chain management implementation in footwear industry	20
Impact of live commerce spillover effect on supply chain decisions	20
Dining with robots: exploring the customer willingness to adopt service robots in restaurants	20
The impact of platform flexibility and controls on platform attractiveness: an empirical study from the seller's perspective	20
Young or old CEOs: digital transformation level influences IT investment performance feedback of manufacturing firms	20
Revealing the mechanisms of adopting innovative on-site industrialized construction technology: an integrated SEM-ISM method	20
Impact of textual and visual complexity and consistency on review usefulness: moderated by commodity price	20
Exploring the barriers and enablers of technology adoption for managing social sustainability in supply chains	19
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	19
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	19
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication	19
Financial empowerment through robo-advisors: understanding the keys to trust and loyalty	19
The impact of digital transformation on new quality productivity: a moderating analysis based on the socio-technical system theory	19
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future	19
Emotions for attention in online consumer reviews: the moderated mediating role of review helpfulness	18
Examining compulsive use of social media: the dual effects of individual needs and peer influence	18
A prescriptive framework to support express delivery supply chain expansions in highly urbanized environments	18
Beyond AI-powered context-aware services: the role of human–AI collaboration	18

Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	18
Platform enterprises’ corporate social responsibility announcements and stock market value: evidence from China	17
Blockchain innovation ecosystems orchestration in construction	17
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders?	17
Breaking the mold: the pursuit of decentralized trade and supply chain finance	17
Optimal integration decision of industrial internet platform for third-party components in two-sided networks	17
The impact of privacy enhancing technologies in online mental health platforms on users’ disclosure intention	17
Manufacturer’s modularity and operation performance: the role of digital embeddedness and organization compatibility	17
High-contact services of the transient and high-uncertainty type: managing customer experience	17
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	16
Detecting depression and its severity based on social media digital cues	16
Resource-controlled stochastic customer order scheduling via particle swarm optimization with bound information	16
Achieving sustainability through digital transformation: innovation mechanisms and boundary conditions	16
ESG performance, supply chain relationship stability and enterprise technology innovation	16
The effect of human resource strategy on green supply chain integration: the moderating role of information systems and mutual trust	16
Big data analytics: from leadership to firm performance	16
Sustainable synchromodal logistics: unveiling key enablers through neutrosophic interpretive structural modeling analysis	15
Sharing network features analysis and dispatching strategy design	15
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	15
Pathways linking mobile service robots and quality of life of people with dementia: a literature review	15
Space economy: a new frontier of information systems, analytics and digital commerce	15
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	15
Prediction of cold chain logistics temperature using a novel hybrid model based on the mayfly algorithm and extreme learning machine	15
Service quality strategies of service-oriented manufacturer competing with third-party service provider	15
Are companies better off with AI? The effect of AI service failure events on firm value	15
Managing complementors in innovation ecosystems: a typology for generic strategies	15
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)	15
The viewer value co-creation process on sports live streaming platforms	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
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	14
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	14
Understanding user acceptance of robotic process automation: the user resistance perspective	14
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	14
Impact of WeChat public platforms on blood donation behavior: a big data-based study	14
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	14
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	14
Enhancing supply chain resilience: the role of big data analytics capability and organizational ambidexterity	14
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	14
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	13
Achieving supply chain resilience: market orientation vs technological orientation	13
Making it safe: linking healthcare workers' social media use to task performance during public health crises	13
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	13
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	13
Mobile business apps and employee productivity	13
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	13
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	13
Distal or proximal? Evidence from the effect of spatial distance on online review helpfulness	13
Knowledge trajectory of eSports as an emerging field of research	12
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	12
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	12
When does endorsement work? The moderating role of endorser and message characteristics	12
Mobile wallets in cash-based economies during COVID-19	12
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	12
AI-driven innovation management and total factor productivity: empirical evidence from the equipment manufacturing sector	12
Building organizational agility through digital transformation: a configurational approach in SMEs	12
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	11
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	11
Incentive mechanism design for electric vehicle battery supply chain under information asymmetry and government intervention	11
Industrial data-driven modeling for imbalanced fault diagnosis	11
A blockchain-driven Pu-erh tea supply chain: product pricing and coordination mechanism design	11
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	11
Assessing the user acceptance of mobility-as-a-service platforms: a case study of Shenzhen, China	11
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	11
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	11
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	11
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	11
Digital transformation, dynamic capability and total factor productivity of manufacturing enterprises	11
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	11
Physical internet enabled two-tier city logistics solution in the new retail era	11
Guest editorial: Digital ecosystems of service robot: artifacts, behaviors, organizations and design perspectives	11
The effects of supply chain governance on supply chain resilience based on information processing theory	11
A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain	11