Industrial Management & Data Systems

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
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	46
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	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
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	41
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	41
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
How do keystones govern their business ecosystems through resource orchestration?	40
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	39
Natural language processing in government applications: a literature review and a case analysis	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

A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	35
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	35
Advertising and pricing of online direct selling considering network externalities	33
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	32
Evaluating key capabilities for developing global collaborative networks using a multi-layer decision-making approach	32
Data-driven bus timetabling with spatial-temporal travel time	30
Effect of achievement-related gamification on brand attachment	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
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	28
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	28
Freight insurance pricing strategy based on an online freight platform	27
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	27
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	27
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	26
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
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
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
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	22
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	22
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
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
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
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
Identify the effect of government regulations on the live streaming e-commerce	19
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
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
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
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	16
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
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
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
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
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
A systematic review of e-tail product returns and an agenda for future research	13
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
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
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	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
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
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
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
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
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
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
Blockchain for supply chain: performance implications and contingencies	8
A multi-depot pollution routing problem with time windows in e-commerce logistics coordination	8
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	8
The role of relationship commitment in managing logistics outsourcing in the digital economy	8
Knowledge management technologies and organizational performance: a meta-analytic study	8
How do pandemics affect your self-preservation instinct? Disentangling the mediation effect of secondary traumatic stress	8
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	8
Low-carbon VRP for cold chain logistics considering real-time traffic conditions in the road network	8
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	8
The influence of collective emotions in the response to supply chain disruptions: a buyer–supplier empirical approach	8
Power use, cooperative behavior and alliance performance: evidence from contract farming supply chains in China	8
An incentive mechanism contract model to coordinate a vaccine supply chain under demand uncertainty	8
Enhancing digital transformation: exploring the role of supply chain diversification and dynamic capabilities in Chinese companies	8
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	8
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	8
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	8
The effects of supply chain governance on supply chain resilience based on information processing theory	8
How does an enterprise system implementation change interpersonal relationships in organizations	8
Interplay between cyber supply chain risk management practices and cyber security performance	8

The impact of digital supply chain capabilities on enterprise sustainable competitive performance: an ambidextrous view	8
A multi-dimensional city data embedding model for improving predictive analytics and urban operations	8
Impacts of blockchain cooperation project announcements on corporate stock market values: a loose coupling theory perspective	8
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	8
Guest editorial: New technologies for the tourism and hospitality industry	8
Industrial data-driven modeling for imbalanced fault diagnosis	8
An investigation of battery storage operating strategies in the context of smart cities	7
Guest editorial: Big data-driven analytics for smart cities: technology-based insight	7
Discovering current trends and forecasting future research directions in FinTech by way of co-word-burst analyses	7
Influence of platform governance on users’ value co-creation: empirical evidence from crowdsourcing logistics platform in China	7
Guest editorial: Digital transformation strategy and impacts during emergency situations	7
Human–bot co-working: job outcomes and employee responses	7
Antecedents of big data analytics and artificial intelligence adoption on operational performance: the ChatGPT platform	7
Channel selection and pricing optimization in multichannel e-tailing	7
SaaS or not: optimal versioning strategy of releasing enterprise software	7
Small retail businesses' social media adoption amid a crisis	7
Enhancing corporate sustainability in SMEs through smart technologies: supply chain flexibility and agility as mediator	7
Understanding users’ news-sharing behaviors: roles of risk perception, believability, fake news awareness and social tie variety	7
Effective strategies in short video advertising: leveraging influencer endorsements and discounts	7
Enterprise social media and knowledge creation capability: a comparison between pre- and post-COVID-19 pandemic	7
The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision	7
Leveraging players' goal-setting and cognitive gaming elements to create flow	7
Managing quality risk in supply chain to drive firm’s quality performance: the mediating role of supply chain quality integration	7
Exploring online social platform affordances for digital creators: a multi-method approach using qualitative and configurational analysis	7
Understanding Ant Forest continuance: effects of user experience, personal attributes and motivational factors	7
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	6
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	6
Investigating the role of social identification on impulse buying in mobile social commerce: a cross-cultural comparison	6
The effect of supplier globalization on firm innovation: a resource dependence theory perspective	6
The mediating effect of data literacy competence in the relationship between data governance and data-driven culture	6
How does information integration enhance SMEs’ credit quality: the mediating role of supply chain capabilities	6
HTMT2–an improved criterion for assessing discriminant validity in structural equation modeling	6
Factors influencing consumers’ Airbnb use intention: a meta-analytic analysis using the UTAUT2	6
An electric vehicle routing model with charging stations consideration for sustainable logistics	6
How do different Industry 4.0 technologies support certain Circular Economy practices?	6
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	6
A model for selecting supply chain collaboration paradigms: the impact of intelligent manufacturing models	6
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	6
Does Internet usage make middle-aged and older adults feel healthier? Mediating role of social engagement	6
Digital transformation and the circular economy: an institutional theory perspective	6
A fuzzy-set qualitative comparative analysis of factors influencing successful shared service center implementation	6
Understanding people's participation in online charities: a dual-process approach of trust and empathic concern	6
Continuous participation intention in on-demand logistics: interactive effects of order assignment and delivery-related information disclosure strategies	6
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	6
Understanding the opposing forces of continuance intention: a hybrid SEM-ANN approach	6
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	6
Supply chain quality management for product innovation performance: insights from small and medium-sized manufacturing enterprises	6
What motivates employees to use social media at work? A perspective of self-determination theory	6
The effects of appearance personification of service robots on customer decision-making in the product recommendation context	6
The impact of digital transformation on firm's financial performance: evidence from China	6
The impact of enterprise social media usage on employee creativity: a self-regulation perspective	6
A branch-and-price algorithm for robust parallel batch scheduling problem with uncertain size	6
Research on the mechanism of digital transformation to improve enterprise environmental performance	6
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	6
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	6
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	6
Software platform owners' entry and application developers' innovations: a conceptual model	5
How social media promotes impulsive buying: examining the role of customer inspiration	5
Supply chain planning and innovation performance: the moderated mediation effect of IT usage	5
Improving CSR performance of food processing firms with operational risks: does digital investment matter?	5
Value drivers of government issued mobile coupons usage	5
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	5
Adoption decision of agricultural product traceability system in small and micro enterprises	5
Pricing contract design of a multi-supplier-multi-retailer supply chain in hybrid electricity market	5
Rethinking investors' herding behavior under the conditions of reward-based crowdfunding platform	5
Analysis of software promotion strategies in product-service integrated supply chains	5
Assessing readiness for lean thinking in healthcare settings: the case for Oman	5
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	5
Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era	5
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	5
Like it, buy it? Examining the role of bookmarking in the mediation of visual appeal and purchase intent from a dual-system perspective	5
The effects of socio-technical integration on sustainability practices: a supply chain perspective	5
Macro-influencers or meso-influencers, how do companies choose?	5
Organizational resilience under COVID-19: the role of digital technology in R&D investment and performance	5
A content-based metric for social media influencer marketing	5
Reconfiguring a hierarchical supply chain model under pandemic using text mining and social media analysis	5
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	5
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	5
Artificial intelligence drivers' effect on willingness to adopt the human capital supply chain in manufacturing firms: an empirical investigation from developing countries – a mediation model	5
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	5
A design thinking approach to integrate supply chain networks for circular supply chain strategy in Industry 4.0	5
Impacts of digital technology innovation for social responsibility of platform enterprises on shareholder value	5
Mitigating risk perception in imbalanced supply chain relationships: roles of contract framing and IT integration	4
Government data openness and knowledge management: configurational patterns for national competitiveness	4
Preparing for Industry 5.0: a methodology for avoiding corporate amnesia	4
Unravelling the antecedents of misbehaviours in the sharing economy: a motivated cognition perspective	4
Are you willing to forgive AI? Service recovery from medical AI service failure	4
Service outsourcing contract design under asymmetric information	4
Dynamic pricing strategy for content products considering consumer fairness concerns and strategic behavior	4
Optimal service resource management strategy for IoT-based health information system considering value co-creation of users	4
A joint modeling and exploratory framework for intra-firm collaboration within construction and mining equipment industry	4
Developing a prescriptive decision support system for shop floor control	4
Benefit and risk evaluation of inland nuclear generation investment in Kazakhstan combined with an analytical MGT method	4
The interaction between the anchor and customers in live-streaming E-commerce	4
Overcoming cross-organizational barriers to success in offshore projects	4