Industrial Management & Data Systems

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
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	43
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
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	41
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
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
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
Advertising and pricing of online direct selling considering network externalities	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
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	33
Natural language processing in government applications: a literature review and a case analysis	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
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	31
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	31
Freight insurance pricing strategy based on an online freight platform	30
Driving performance grading and analytics: learning internal indicators and external factors from multi-source data	30
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	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
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	27
Data analytics dynamic capabilities for Triple-A supply chains	27
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	26
The impact of empowerment-focused human resource management on relationship learning and innovation	25
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
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	23
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
City spatial structure and smart city innovation: the case of China	22
Personalized content recommendation in online health communities	22
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
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
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
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	20
Restoring clinical information system operations post data disaster: the role of IT investment, integration and interoperability	19
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
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
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
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
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
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
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
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
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
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
Blockchain innovation ecosystems orchestration in construction	13
Understanding user acceptance of robotic process automation: the user resistance perspective	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
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
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
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
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
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
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
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	9
Guest editorial: New technologies for the tourism and hospitality industry	9
Low-carbon VRP for cold chain logistics considering real-time traffic conditions in the road network	9
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	9
Blockchain for supply chain: performance implications and contingencies	9
An incentive mechanism contract model to coordinate a vaccine supply chain under demand uncertainty	9
Publisher’s Note	9
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	9
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	9
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	9
Industrial data-driven modeling for imbalanced fault diagnosis	9
How does an enterprise system implementation change interpersonal relationships in organizations	9
Research on the configuration path of enterprise data asset value realization: an empirical analysis based on NCA and fsQCA	9
Incentive mechanism design for electric vehicle battery supply chain under information asymmetry and government intervention	9
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	9
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	9
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	9
The effects of supply chain governance on supply chain resilience based on information processing theory	9
Enhancing the relationship between topic relevance and review helpfulness: the moderating role of negative emotional appeals	9
Forecasting the risk at infractions: an ensemble comparison of machine learning approach	9

A multi-depot pollution routing problem with time windows in e-commerce logistics coordination	8
Channel selection and pricing optimization in multichannel e-tailing	8
Influence of platform governance on users’ value co-creation: empirical evidence from crowdsourcing logistics platform in China	8
The influence of collective emotions in the response to supply chain disruptions: a buyer–supplier empirical approach	8
An investigation of battery storage operating strategies in the context of smart cities	8
Enhancing digital transformation: exploring the role of supply chain diversification and dynamic capabilities in Chinese companies	8
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	8
The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision	8
Antecedents of big data analytics and artificial intelligence adoption on operational performance: the ChatGPT platform	8
Effective strategies in short video advertising: leveraging influencer endorsements and discounts	8
Enterprise social media and knowledge creation capability: a comparison between pre- and post-COVID-19 pandemic	8
SaaS or not: optimal versioning strategy of releasing enterprise software	8
How do pandemics affect your self-preservation instinct? Disentangling the mediation effect of secondary traumatic stress	8
The impact of digital supply chain capabilities on enterprise sustainable competitive performance: an ambidextrous view	8
Impacts of blockchain cooperation project announcements on corporate stock market values: a loose coupling theory perspective	8
Power use, cooperative behavior and alliance performance: evidence from contract farming supply chains in China	8
Guest editorial: Big data-driven analytics for smart cities: technology-based insight	8
Managing quality risk in supply chain to drive firm’s quality performance: the mediating role of supply chain quality integration	8
Small retail businesses' social media adoption amid a crisis	8
Knowledge management technologies and organizational performance: a meta-analytic study	8
Interplay between cyber supply chain risk management practices and cyber security performance	8
The role of relationship commitment in managing logistics outsourcing in the digital economy	8
A multi-dimensional city data embedding model for improving predictive analytics and urban operations	8
Discovering current trends and forecasting future research directions in FinTech by way of co-word-burst analyses	7
Enhancing corporate sustainability in SMEs through smart technologies: supply chain flexibility and agility as mediator	7
A branch-and-price algorithm for robust parallel batch scheduling problem with uncertain size	7
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	7
Understanding people's participation in online charities: a dual-process approach of trust and empathic concern	7
Continuous participation intention in on-demand logistics: interactive effects of order assignment and delivery-related information disclosure strategies	7
Factors influencing consumers’ Airbnb use intention: a meta-analytic analysis using the UTAUT2	7
Human–bot co-working: job outcomes and employee responses	7
Laying the foundation for lean thinking through daily management system in healthcare	7
Exploring online social platform affordances for digital creators: a multi-method approach using qualitative and configurational analysis	7
Digital transformation and the circular economy: an institutional theory perspective	7
The impact of digital transformation on firm's financial performance: evidence from China	7
The mediating effect of data literacy competence in the relationship between data governance and data-driven culture	7
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	7
The effect of supplier globalization on firm innovation: a resource dependence theory perspective	7
Investigating the role of social identification on impulse buying in mobile social commerce: a cross-cultural comparison	7
HTMT2–an improved criterion for assessing discriminant validity in structural equation modeling	7
The impact of enterprise social media usage on employee creativity: a self-regulation perspective	7
Understanding users’ news-sharing behaviors: roles of risk perception, believability, fake news awareness and social tie variety	7
The effects of appearance personification of service robots on customer decision-making in the product recommendation context	7
Leveraging players' goal-setting and cognitive gaming elements to create flow	7
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	7
Does Internet usage make middle-aged and older adults feel healthier? Mediating role of social engagement	7
How does information integration enhance SMEs’ credit quality: the mediating role of supply chain capabilities	7
A fuzzy-set qualitative comparative analysis of factors influencing successful shared service center implementation	7
Understanding Ant Forest continuance: effects of user experience, personal attributes and motivational factors	7
Guest editorial: Digital transformation strategy and impacts during emergency situations	7
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	6
Evolution and future agenda of service robot research: a computer-assisted qualitative data analysis approach	6
Research on the mechanism of digital transformation to improve enterprise environmental performance	6
A synchronized method for airport operation management: gate reassignment and taxi routing	6
Unraveling dynamics of multi-goal pursuit in health behavior: evidence from an online fitness platform	6
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	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
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
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	6
Improving CSR performance of food processing firms with operational risks: does digital investment matter?	6
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	6
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	6
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	6
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	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
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	6
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	6
Understanding the opposing forces of continuance intention: a hybrid SEM-ANN approach	6
Value drivers of government issued mobile coupons usage	6
Effects of using internet slang versus standard language in ads on brand attitude	6
Assessing readiness for lean thinking in healthcare settings: the case for Oman	5
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	5
Software platform owners' entry and application developers' innovations: a conceptual model	5
Analysis of software promotion strategies in product-service integrated supply chains	5
Emerging opportunities for information systems researchers to expand their PLS-SEM analytical toolbox	5
Research on the impact of employee AI identity on employee proactive behavior in AI workplace	5
Effects of governance on crowdsourcer satisfaction in crowdsourcing: moderating roles of task and environment complexities	5
How social media promotes impulsive buying: examining the role of customer inspiration	5
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	5
Impacts of digital technology innovation for social responsibility of platform enterprises on shareholder value	5
Exploring impact of production volume and product quality on manufacturers' profitability: analytical modeling and empirical validation	5
The impact of carbon neutrality policies on the stock market from a supply chain perspective	5
Antecedents of digital supply chains for a circular economy: a sustainability perspective	5
Unraveling the path to smart manufacturing advancement: insights from necessary condition and fuzzy-set qualitative comparative analyses	5
A content-based metric for social media influencer marketing	5
Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era	5
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	5
A design thinking approach to integrate supply chain networks for circular supply chain strategy in Industry 4.0	5
Financing strategy of the capital-constrained supply chain under uncertainty: the impact of blockchain technology on the credit period	5
Digital transformation for corporate ESG performance: configurations of applied digital technologies and digital technology application scenarios	5
PLS-SEM in information systems: seizing the opportunity and marching ahead full speed to adopt methodological updates	5
Exploring the adoption decisions of mobile health service users: a behavioral reasoning theory perspective	5