Industrial Management & Data Systems

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
Integrated HRI and lean digital healthcare approach for facial paralysis rehabilitation via exoskeletons and smartphone applications	69
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	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
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	55
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
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
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	36
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

Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	35
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
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
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
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	27
Data-driven bus timetabling with spatial-temporal travel time	27
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	26
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
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
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
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
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	22
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
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
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
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
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
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
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
Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	18
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
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
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
Detecting depression and its severity based on social media digital cues	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
Achieving sustainability through digital transformation: innovation mechanisms and boundary conditions	16
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	16
Big data analytics: from leadership to firm performance	16
Resource-controlled stochastic customer order scheduling via particle swarm optimization with bound information	16
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
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
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
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
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
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
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
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
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
An incentive mechanism contract model to coordinate a vaccine supply chain under demand uncertainty	10
An investigation of battery storage operating strategies in the context of smart cities	10
A multi-dimensional city data embedding model for improving predictive analytics and urban operations	10
Uncovering the power of influencer–product congruence in live e-commerce: an impression management lens and gender difference	10
Power use, cooperative behavior and alliance performance: evidence from contract farming supply chains in China	10
How do features in health short-form videos impact viewer engagement: an empirical study	10
Freight parking and charging optimization toward sustainable urban logistics	10
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	10

The influence of collective emotions in the response to supply chain disruptions: a buyer–supplier empirical approach	10
Research on the configuration path of enterprise data asset value realization: an empirical analysis based on NCA and fsQCA	10
The role of relationship commitment in managing logistics outsourcing in the digital economy	10
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	10
Publisher’s Note	10
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	10
How do pandemics affect your self-preservation instinct? Disentangling the mediation effect of secondary traumatic stress	10
Enhancing the relationship between topic relevance and review helpfulness: the moderating role of negative emotional appeals	9
Interplay between cyber supply chain risk management practices and cyber security performance	9
Impacts of blockchain cooperation project announcements on corporate stock market values: a loose coupling theory perspective	9
Effective strategies in short video advertising: leveraging influencer endorsements and discounts	9
The effects of appearance personification of service robots on customer decision-making in the product recommendation context	9
Disruption risks in a multi-echelon supply chain considering ripple effects: assessing its resilience based on recovery measures	9
Blockchain for supply chain: performance implications and contingencies	9
Knowledge management technologies and organizational performance: a meta-analytic study	9
The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision	9
Enhancing corporate sustainability in SMEs through smart technologies: supply chain flexibility and agility as mediator	9
Leveraging players' goal-setting and cognitive gaming elements to create flow	9
Managing quality risk in supply chain to drive firm’s quality performance: the mediating role of supply chain quality integration	9
Channel selection and pricing optimization in multichannel e-tailing	9
Antecedents of big data analytics and artificial intelligence adoption on operational performance: the ChatGPT platform	9
Psychological situations, dual-process evaluation and purchase decision-making in cross-border e-commerce	9
Enhancing digital transformation: exploring the role of supply chain diversification and dynamic capabilities in Chinese companies	9
The impact of digital supply chain capabilities on enterprise sustainable competitive performance: an ambidextrous view	9
Smart PSS integration and data security supervision in digital servitization supply chains: a network equilibrium perspective	9
Laying the foundation for lean thinking through daily management system in healthcare	9
A multi-depot pollution routing problem with time windows in e-commerce logistics coordination	9
SaaS or not: optimal versioning strategy of releasing enterprise software	9
Understanding users’ news-sharing behaviors: roles of risk perception, believability, fake news awareness and social tie variety	8
Usage-based or subscription-based? A study on service pricing strategies of internet of vehicles platforms	8
Guest editorial: Digital transformation strategy and impacts during emergency situations	8
A branch-and-price algorithm for robust parallel batch scheduling problem with uncertain size	8
Do I comply with your suggestion or command? Exploring the persuasion effects of physicians’ expressions on online health platforms	8
Sharing data to implement the circular economy: the case of digital product passports	8
Small retail businesses' social media adoption amid a crisis	8
Discovering current trends and forecasting future research directions in FinTech by way of co-word-burst analyses	8
Influence of platform governance on users’ value co-creation: empirical evidence from crowdsourcing logistics platform in China	8
Human–bot co-working: job outcomes and employee responses	8
Does Internet usage make middle-aged and older adults feel healthier? Mediating role of social engagement	8
Supply chain ambidexterity: beyond the interplay between emerging Industry 4.0 technologies and lean supply chain management	8
Continuous participation intention in on-demand logistics: interactive effects of order assignment and delivery-related information disclosure strategies	8
Exploring online social platform affordances for digital creators: a multi-method approach using qualitative and configurational analysis	8
Guest editorial: Big data-driven analytics for smart cities: technology-based insight	8
Enterprise social media and knowledge creation capability: a comparison between pre- and post-COVID-19 pandemic	8
Digital transformation and the circular economy: an institutional theory perspective	8
How to improve the digital management level of medical waste through “digital technology and business data”?	8
A fuzzy-set qualitative comparative analysis of factors influencing successful shared service center implementation	8
Enterprise customer data storage strategies in the IIoT context: the impact of data security and quality	8
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	7
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	7
A model for selecting supply chain collaboration paradigms: the impact of intelligent manufacturing models	7
The impact of enterprise social media usage on employee creativity: a self-regulation perspective	7
The impact of digital transformation on firm's financial performance: evidence from China	7
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	7
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	7
Research on the mechanism of digital transformation to improve enterprise environmental performance	7
A synchronized method for airport operation management: gate reassignment and taxi routing	7
A novel clustering-based algorithm for distribution network design in pharmaceutical retail logistics	7
How do subscription-based products hook users? SaaS user satisfaction and continued purchasing from information ecology perspective	7
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	7
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	7
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	7
Factors influencing consumers’ Airbnb use intention: a meta-analytic analysis using the UTAUT2	7
The mediating effect of data literacy competence in the relationship between data governance and data-driven culture	7
Leveraging deep learning model to visually detect changes in depression tendency of social media users	7
Evolution and future agenda of service robot research: a computer-assisted qualitative data analysis approach	7
Gratification in live-streaming: impact of social comparison and relationships on purchase and continuance intentions	6
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	6
Understanding the opposing forces of continuance intention: a hybrid SEM-ANN approach	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
Supply chain planning and innovation performance: the moderated mediation effect of IT usage	6
When technostress meets telepressure: a multi-dimensional well-being approach	6
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	6
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	6
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	6
Unraveling dynamics of multi-goal pursuit in health behavior: evidence from an online fitness platform	6
Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era	6
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	6
Leveraging data resourcing services for new venture performance: a mediation analysis of data-driven digital capabilities	6
Adoption decision of agricultural product traceability system in small and micro enterprises	6
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	6
Improving CSR performance of food processing firms with operational risks: does digital investment matter?	6
Effects of using internet slang versus standard language in ads on brand attitude	6
How do different Industry 4.0 technologies support certain Circular Economy practices?	6
An electric vehicle routing model with charging stations consideration for sustainable logistics	6
Value drivers of government issued mobile coupons usage	6
Understanding digital divide: demographic information and older adults’ ICT adoption	6
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	6
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	6
A design thinking approach to integrate supply chain networks for circular supply chain strategy in Industry 4.0	5
Antecedents of digital supply chains for a circular economy: a sustainability perspective	5
A content-based metric for social media influencer marketing	5
Exploring impact of production volume and product quality on manufacturers' profitability: analytical modeling and empirical validation	5
ESG transformation through private equity and digital twin in energy supply chain: an evolutionary game analysis	5
How does enterprise digital transformation impact supply chain resilience: a multi-case study from China	5