Industrial Management & Data Systems

Article	Citations
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	216
Sharing network features analysis and dispatching strategy design	95
Decoding business analytics: discovering the hidden core through a novel taxonomy	84
Are companies better off with AI? The effect of AI service failure events on firm value	76
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	54
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	52
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	52
Sustainable supplier selection with multidimensional overlapping criteria under carbon neutrality	51
Retailers’ optimal ordering policies for a dual-sourcing procurement	46
Meaningful engagement with a gamified knowledge management system: theoretical conceptualization and empirical validation	45
A progressive genetic-based neural architecture search	45
Linking environmental forces, absorptive capacity, information sharing and innovation performance	42
Are scholar-type CEOs more conducive to promoting industrial AI transformation of manufacturing companies?	41
Managing complementors in innovation ecosystems: a typology for generic strategies	41
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	40
Linked by age: a study on social media privacy concerns among younger and older adults	38
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	38
How does mHealth service quality influences adoption?	38
Monitoring corporate credit risk with multiple data sources	34
Government data openness and knowledge management: configurational patterns for national competitiveness	34
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	33
Space economy: a new frontier of information systems, analytics and digital commerce	32
Gaining user confidence in banking industry's quest for digital transformation: a product-service system management perspective	32
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	31
Understanding the relationship between reviews, search and sales: a study of the Indian car market	29

Coping with COVID-19 using contact tracing mobile apps	29
Soft computing in business: exploring current research and outlining future research directions	29
Advertising and keyword selection strategies on Baidu: an empirical analysis	28
Gratification matters? An explorative study of antecedents and consequence in livestream shopping	28
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	28
Artificial intelligence affordances for urban mobility	28
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	27
A digital transformation-enabled framework and strategies for public health risk response and governance: China's experience	27
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	26
The viewer value co-creation process on sports live streaming platforms	25
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	23
Understanding user acceptance of robotic process automation: the user resistance perspective	23
Taking action to reduce board-level information asymmetry: the adoption of enterprise information systems	22
Bridging versus buffering: how IT capabilities and dependence advantage shape responses to supply chain disruptions?	22
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	22
Supply chain risk identification: a real-time data-mining approach	22
How should B2B firms create image content for high social media engagement? A multimodal analysis	21
The influence of knowledge management on adoption intention of electric vehicles: perspective on technological knowledge	21
Influence of travel distance and travel experience on travelers' online reviews: price as a moderator	21
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	21
Understanding circular economy adoption by SMEs: a case study on organizational legitimacy and Industry 4.0	21
Building a hierarchical framework of corporate sustainability transition challenges using the qualitative information approach	20
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	20
Supply chain quality management for product innovation performance: insights from small and medium-sized manufacturing enterprises	20
How to be agile: the distinctive roles of IT capabilities for knowledge management and process integration	19
Blockchain performance in supply chain management: application in blockchain integration companies	19
Deep learning-based container throughput forecasting: a triple bottom line approach	18
Enablers of supply chain integration: a technology-organization-environment view	18
Linking supplier JIT to flexibility performance: the moderating impact of advanced manufacturing technology and human resource empowerment	18
Exploring donor's intention in charitable crowdfunding: intrinsic and extrinsic motivations	18
Exploring customer satisfaction in cold chain logistics using a text mining approach	18
The effect of supplier globalization on firm innovation: a resource dependence theory perspective	18
How social enterprises gain cognitive legitimacy in the post-pandemic period? Social welfare logic and digital transformation	17
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	17
What motivates employees to use social media at work? A perspective of self-determination theory	17
For whom does flow not enhance online gamer loyalty?	16
IT-related resources, digital marketing capabilities and business performance: moderating effects of digital orientation and technological turbulence	15
The impact of task characteristics on online group participation behavior: a study using information processing theory	14
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	14
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	14
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	14
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	14
Artificial intelligent housekeeper based on consumer purchase decision: a case study of online E-commerce	14
Manufacturing servitization in the digital economy: a configurational analysis from dynamic capabilities and lifecycle perspective	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
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	13
How do different Industry 4.0 technologies support certain Circular Economy practices?	13
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	13
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	13
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	12

Trust development in live streaming commerce: interaction-based building mechanisms and trust transfer perspective	12
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	12
Online communities and offline sales: considerations on visiting behavior dimensions and online community types	12
Research on the mechanism of digital transformation to improve enterprise environmental performance	12
Assessing user benefits and privacy concerns in utilitarian and hedonic mobile augmented reality apps	12
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	12
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	11
Exploring investors' willingness to use robo-advisors: mediating role of emotional response	11
Unveiling just-in-time decision support system using social media analytics: a case study on reverse logistics resource recycling	11
An industry 4.0 adoption in the circular economy application hierarchical model: driver, enable and barrier aspects	11
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	11
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	11
Digital transformation or not? Manufacturer's selection strategy under carbon cap-and-trade mechanism	11
Technological innovation and environmental performance: evidence from China	10
Dynamic perceived quality analysis using social media data at macro- and micro-levels	10
The effect of corporate social responsibility hybridity on firm performance: moderating role of aspirational talk	10
Carbon allowance approach for capital-constrained supply chain under carbon emission allowance repurchase strategy	10
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	10
An electric vehicle routing model with charging stations consideration for sustainable logistics	10
Making it safe: linking healthcare workers' social media use to task performance during public health crises	10
Digital transformation, competitive strategy choices and firm value: evidence from China	10
Value drivers of government issued mobile coupons usage	10
Big data analytics capability in building supply chain resilience: the moderating effect of innovation-focused complementary assets	10
Spillover effects of online comments on high-involvement product sales: evidence from the Chinese automobile industry	10
Mobile wallets in cash-based economies during COVID-19	10
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	9
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	9
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	9
Knowledge trajectory of eSports as an emerging field of research	9
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	9
Physical internet enabled two-tier city logistics solution in the new retail era	9
Influential factors in the adoption of clinical decision support systems in hospital settings: a systematic review and meta-synthesis of qualitative studies	9
How do keystones govern their business ecosystems through resource orchestration?	9
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	9
Advertising and pricing of online direct selling considering network externalities	8
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	8
The optimal carbon emission reduction and advertising strategy with dynamic market share in the supply chain	8
Triple A supply chain management and sustainability	8
Understanding investor co-investment in a syndicate on equity crowdfunding platforms	8
Impact of WeChat public platforms on blood donation behavior: a big data-based study	8
Strategy for sustainable supply chain transformation: a resource orchestration perspective	8
Exploring the effects of quality signals on search advertising performance: the moderating role of keyword attributes	8
Supply chain learning and environmental performance: leveraging relational capital and information technology	8
Research on sales and sharing decisions of the equipment supplier under shared manufacturing environment	8
Complementary resources and SME firm performance: the role of external readiness and E-commerce functionality	8
Understanding the effect of anthropomorphic features of humanoid social robots on user satisfaction: a stimulus-organism-response approach	8
Should the Internet of Things platform enter the smart device market?	8
System dynamics modeling and robustness analysis for capital-constrained supply chain under disruption	8
Building organizational agility through digital transformation: a configurational approach in SMEs	8
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	8
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	8
Network constraint and online group innovation: a dual perspective of inter-community group network and intra-community group network	8
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	8
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	8
Understanding the opposing forces of continuance intention: a hybrid SEM-ANN approach	7
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	7
Decarbonization of remanufacturing processes in circular supply chains: case study on rubber recycling industry	7
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	7
Assessing technological impact on vaccine supply chain performance	7
Manufacturers' emission reduction investment strategy under carbon cap-and-trade policy and uncertain low-carbon preferences	7
Advertising strategy and channel structure selection on an online retail platform	7
Mobile business apps and employee productivity	7
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	7
Logistics 4.0 measurement model: empirical validation based on an international survey	7
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	7
Impulse purchases during emergency situations: exploring permission marketing and the role of blockchain	7
Hybrid analysis for understanding contact tracing apps adoption	6
Does interest alignment between hotels and online travel agencies intensify review manipulations?	6
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	6
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	6
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	6
The impact of task description linguistic style on task performance: a text mining of crowdsourcing contests	6
Impact of workplace frustration on online gamer loyalty	6
Improving business processes or human resources? The performance implications and contingencies	6
Factors influencing the smart supply chain innovation performance of commodity distribution enterprises: an investigation from China	6
Effect of achievement-related gamification on brand attachment	6
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	6
Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era	6
Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	6
Cyber-physical spatial temporal analytics for digital twin-enabled smart contact tracing	6

A study on the impact of digital tobacco logistics on tobacco supply chain performance: taking the tobacco industry in Guangxi as an example	6
Beauty matters: reducing bounce rate by aesthetics of experience product portal page	6
Nonlinear moderating effects of individual social engagement in freemium strategies on digital content platforms	6
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	6
Understanding the differences across data quality classifications: a literature review and guidelines for future research	6
How to leverage manufacturing digitalization for green process innovation: an information processing perspective	6
Risk quantification in cold chain management: a federated learning-enabled multi-criteria decision-making methodology	6
Data analytics dynamic capabilities for Triple-A supply chains	5
Achieving food supply chain sustainability through digital sharing platforms: prospects in China	5
Industrialisation, ecologicalisation and digitalisation (IED): building a theoretical framework for sustainable development	5
Exploring the paths to big data analytics implementation success in banking and financial service: an integrated approach	5
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	5
Which financial earmarking policy is more effective in promoting FinTech innovation and regulation?	5
Strategic information sharing in supply chain with value-perceived consumers	5
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	5
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	5
Digital transformation, international competition and productivity progress: evidence from Health Silk Road	5
Towards an evolutionary view of innovation diffusion in open innovation ecosystems	5
Evaluating key capabilities for developing global collaborative networks using a multi-layer decision-making approach	5
A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain	5
Unleashing the dynamics of triple-A capabilities: a dynamic ambidexterity view	5
Transactive memory system and green innovation: a cross-level mediation of social network	5
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	5
Data-driven bus timetabling with spatial-temporal travel time	5
Explaining mobile game takeoff through information configuration	5
The effect of linguistic style on solvers’ success? An empirical analysis in a crowdsourcing community	5
The impact of e-marketplace on the B2b relationships	5
Macro-influencers or meso-influencers, how do companies choose?	5
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	5
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	4
Like it, buy it? Examining the role of bookmarking in the mediation of visual appeal and purchase intent from a dual-system perspective	4
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	4
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	4
Perception of time in the online product customization process	4
Rethinking investors' herding behavior under the conditions of reward-based crowdfunding platform	4
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	4
Simultaneous product platform design and scheduling on unrelated additive/subtractive hybrid machines	4
Optimizing pricing and inventory strategies for dietary supplement production under stochastic demand	4
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	4
How perceived transparency in information system development processes improves project quality in agile IT enterprises	4
Reconfiguring a hierarchical supply chain model under pandemic using text mining and social media analysis	4
Adoption decision of agricultural product traceability system in small and micro enterprises	4
Freight insurance pricing strategy based on an online freight platform	4
How social activities affect corporate credit behavior? – the mediating role of network centrality	4
Supply chain planning and innovation performance: the moderated mediation effect of IT usage	4
Impacts of digital technology innovation for social responsibility of platform enterprises on shareholder value	4
Loss-averse buyers' optimal procurement decision in a multi-sourcing under e-commerce surroundings	4
Impact of IT identity on consumer negatively-valenced engagement in mobile medical consultation: from consumer experience perspective	4
A meta-analytic examination of the antecedents explaining the intention to use fintech	4
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	4
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	4
Understanding the determinants of gifting and social sharing in live streaming: a dual-attachment perspective	4
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	4
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	4
Organizational resilience under COVID-19: the role of digital technology in R&D investment and performance	4
The effect of supply chain digitalisation on a firm’s performance	4
Proposing a new loan recommendation framework for loan allocation strategies in online P2P lending	4
Low-carbon VRP for cold chain logistics considering real-time traffic conditions in the road network	4
Investigating the effects of stakeholder collaboration strategies on risk prevention performance in a digital innovation ecosystem	4
The effects of supply chain governance on supply chain resilience based on information processing theory	4
National Innovation Demonstration Zone policy and city innovation capability – a quasi-natural experimental analysis	4
Understanding the boundary decision of digital platform enterprises	3
An integrated optimization strategy for mission planning and control resource allocation for long-endurance unmanned aerial vehicle	3
Performance management systems and digital technologies: an exploratory analysis of practitioners and academics’ perspectives	3
Unleashing the potential of digital technologies in emergency supply chain: the moderating effect of crisis leadership	3
Industrial data-driven modeling for imbalanced fault diagnosis	3
City spatial structure and smart city innovation: the case of China	3
Enhance consumer experience and product attitude in E-commerce live streaming: based on the environmental perspective	3
Marketplace or reseller: the channel strategy analysis for e-commerce platforms considering brand differentiation	3
Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships	3
Supply chain resilience and soft organizational factors – a bibliometric analysis and systematic literature review	3
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	3
Unlocking causal relations of barriers to big data analytics in manufacturing firms	3
Evaluating the effectiveness of drones in emergency situations: a hybrid multi-criteria approach	3
Environmental efficiency of Xiangjiang River in China: a data envelopment analysis cross-efficiency approach	3
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	3
The role of key online reviews in affecting online hotel booking: an empirical investigation	3
Decisions of pricing and delivery-lead-time in dual-channel supply chains with data-driven marketing using internal financing and contract coordination	3
Improving knowledge transfer through enterprise social media: the mediating role of transactive memory	3
Employees' learning behavior in the context of AI collaboration: a perspective on the job demand-control model	3
The role of interoperability and inter-side benefits on merchants' e-wallet adoption: the case of Peruvian nanostores	3
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	3
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	3
The effects of socio-technical integration on sustainability practices: a supply chain perspective	3
Enhancing data-driven elderly appointment services in domestic care communities under COVID-19	3
Convergent or not? The effect of linguistic convergence on the effectiveness of online physician-patient communication	3
Transparency requirements after the pandemic: traceability information, information usefulness and trust	3
Value co-creation on social attachment toward social platforms: evidence from developing countries	3
Guest editorial: Value chain collaboration for complicated product innovation and manufacturing excellence by industrial data-driven modeling and optimization	3
A cost evaluation model for IoT-enabled prefabricated construction supply chain management	3
Digital twins' readiness and its impacts on supply chain transparency and sustainable performance	3
Power use, cooperative behavior and alliance performance: evidence from contract farming supply chains in China	3
Toward green innovation ecosystems: past research on green innovation and future opportunities from an ecosystem perspective	3
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	3
Digital transformation, dynamic capability and total factor productivity of manufacturing enterprises	3