Industrial Management & Data Systems

Article	Citations
Integrated HRI and lean digital healthcare approach for facial paralysis rehabilitation via exoskeletons and smartphone applications	287
Toward trustworthy content: the role of challengers, juries and veracity bonds in digital media platforms	126
The influence of an additional robot apology and robot gender after a human service failure	85
Blockchain-based information sharing and supply and demand matching cloud platform for automotive manufacturing supply chain	68
A panel analysis of the moderating role of information technology on high-tech exports: absorptive capacity and global disruptions	67
A cold chain logistics distribution optimization model: Beijing-Tianjin-Hebei region low-carbon site selection	66
What drives trust building in live streaming E-commerce? From an elaboration likelihood model perspective	62
Retailers’ optimal ordering policies for a dual-sourcing procurement	58
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	58
Monitoring corporate credit risk with multiple data sources	54
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	53
Effects of social media affordances on knowledge contribution in online Q&A communities: a self-determination perspective	52
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	50
The impact of artificial intelligence adoption on Chinese manufacturing enterprises’ innovativeness: new insights from a labor structure perspective	50
I can feel AI failure: the impact of service failure type and failure assessment on customer recovery expectation	49
Effect of achievement-related gamification on brand attachment	45
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	45
Beyond adoption: data-driven insights into how EMR implementation sequences shape hospital outcomes	43
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	41
Exploring the mediating role of attitude in ESG investment intentions: insights from the Fogg behavior model	41
Exploring message sidedness on purchase intention in live streaming e-commerce: the moderation of live streamer type	41
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	40
Intrinsic data quality dimensions: expanding on Wand and Wang’s data quality model	40
Advertising and pricing of online direct selling considering network externalities	38
Natural language processing in government applications: a literature review and a case analysis	38

Balanced social media engagement and firm performance in consumer goods industry	36
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	34
Better safe than sorry? The effect of asymmetric cost management on firm resilience in manufacturing firms	33
How do keystones govern their business ecosystems through resource orchestration?	31
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	31
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	30
ERP systems and operational efficiency: comparison of the effectiveness of implementing foreign and domestic systems	30
Configurational paths to medical crowdfunding success and failure based on a crisp-set qualitative comparative analysis	30
Data analytics dynamic capabilities for Triple-A supply chains	30
Freight insurance pricing strategy based on an online freight platform	29
Is UGC sentiment helpful for recommendation? An application of sentiment-based recommendation model	29
Inventory and pricing decisions of brand owners and streamers under demand uncertainty	29
Data-driven bus timetabling with spatial-temporal travel time	28
Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships	28
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	26
City spatial structure and smart city innovation: the case of China	25
How trust incongruence affects continuance intention in Peer-to-Peer accommodation service: transaction and consumption risks as moderators	25
Complementary and contingent value of SMEs' data capability and supply chain capability in the competitive environment	25
Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model	23
Strategic technological determinant in smart destinations: obtaining an automatic classification of the quality of the destination	23
Young or old CEOs: digital transformation level influences IT investment performance feedback of manufacturing firms	23
Quality differentiation with manufacturer encroachment: is first mover always an advantage for retail platform?	23
Understanding AI innovation contexts: a review and content analysis of artificial intelligence and entrepreneurial ecosystems research	23
Additive manufacturing–enabled innovation in small- and medium-sized enterprises: the role of readiness in make-or-buy decisions	22
Untangling operational performance implication of ambidextrous blockchain initiatives: an empirical investigation of Chinese manufacturers	22
Examining the carbon reduction effect of renewable resource utilization: based on national “urban mining” demonstration base	22
Personalized content recommendation in online health communities	21
Impact of live commerce spillover effect on supply chain decisions	21
Market-based environmental regulation and carbon emission reduction: evidence from China’s carbon emission trading market	20
Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective	19
Drivers and outcomes of circular economy implementation: evidence from China	19
Identify the effect of government regulations on the live streaming e-commerce	19
Green sourcing in the era of industry 4.0: towards green and digitalized competitive advantages	19
Big data analytics-artificial intelligence and supply chain ambidexterity impacts on corporate image and green communication	18
Critical factors for green supply chain management implementation in footwear industry	18
Dining with robots: exploring the customer willingness to adopt service robots in restaurants	18
Emotions for attention in online consumer reviews: the moderated mediating role of review helpfulness	18
Unveiling the potential of generative artificial intelligence: a multidimensional journey into the future	17
Financial empowerment through robo-advisors: understanding the keys to trust and loyalty	17
Developing urban infrastructure constructions for increasing e-commerce sales: the moderating roles of aging population	17
Revealing the mechanisms of adopting innovative on-site industrialized construction technology: an integrated SEM-ISM method	16
The impact of platform flexibility and controls on platform attractiveness: an empirical study from the seller's perspective	16
The effect of human resource strategy on green supply chain integration: the moderating role of information systems and mutual trust	16
Platform enterprises’ corporate social responsibility announcements and stock market value: evidence from China	16
Restoring clinical information system operations post data disaster: the role of IT investment, integration and interoperability	16
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	16
Big data analytics: from leadership to firm performance	16
Breaking the mold: the pursuit of decentralized trade and supply chain finance	16
A prescriptive framework to support express delivery supply chain expansions in highly urbanized environments	16
Antecedents of health short videos’ information adoption and continuous usage intention: evidence from SEM and fsQCA	16

Perceived interactivity in real estate APP increases consumers' psychological well-being: a moderated mediation model	16
Beyond AI-powered context-aware services: the role of human–AI collaboration	16
ESG performance, supply chain relationship stability and enterprise technology innovation	15
High-contact services of the transient and high-uncertainty type: managing customer experience	15
Resource-controlled stochastic customer order scheduling via particle swarm optimization with bound information	15
Optimal integration decision of industrial internet platform for third-party components in two-sided networks	15
Detecting depression and its severity based on social media digital cues	15
Manufacturer’s modularity and operation performance: the role of digital embeddedness and organization compatibility	15
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders?	15
Examining compulsive use of social media: the dual effects of individual needs and peer influence	15
Managing complementors in innovation ecosystems: a typology for generic strategies	14
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)	14
Prediction of cold chain logistics temperature using a novel hybrid model based on the mayfly algorithm and extreme learning machine	14
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	14
Enhancing supply chain resilience: the role of big data analytics capability and organizational ambidexterity	14
A systematic review of e-tail product returns and an agenda for future research	14
Blockchain innovation ecosystems orchestration in construction	14
Sustainability challenges of last-mile logistics and transition to online grocery retailing in sparsely populated areas	14
Space economy: a new frontier of information systems, analytics and digital commerce	14
Developing data analytics capabilities: integrating the information systems success model and the resource-based view	14
Sharing network features analysis and dispatching strategy design	14
Understanding user acceptance of robotic process automation: the user resistance perspective	14
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	13
Conducting Monte Carlo simulations with PLS-PM and other variance-based estimators for structural equation models: a tutorial using the R package cSEM	13
Why do social media users follow tourism-related posts? Roles of bloggers and posts in trip planning	13
Pathways linking mobile service robots and quality of life of people with dementia: a literature review	13
Firm characteristics and the adoption of data analytics in performance management: a critical analysis of EU enterprises	13
The viewer value co-creation process on sports live streaming platforms	13
Making better IS security investment decisions: discovering the cost of data breach announcements during the COVID-19 pandemic	12
Mobile wallets in cash-based economies during COVID-19	12
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	12
Ambivalent perception of cause-related marketing: investigating the (in)congruence of opposite motivational perceptions on consumer evaluations	12
How the reviewer’s historical ratings influence the review helpfulness?: focus on the extremity and negativity	12
Balancing collaborative investment with opportunity costs in a carbon complementary supply chain	12
Are companies better off with AI? The effect of AI service failure events on firm value	12
Building organizational agility through digital transformation: a configurational approach in SMEs	12
Achieving supply chain resilience: market orientation vs technological orientation	12
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	12
Impact of WeChat public platforms on blood donation behavior: a big data-based study	12
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	12
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	12
Making it safe: linking healthcare workers' social media use to task performance during public health crises	11
Decision rights partitioning and sharing platform performance: a combination of cluster and configurational analyses	11
Understanding determinants of GenAI usage and its effect on SCM performance using dynamic capability view	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 the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	11
Financing the capital-constrained farmer under random yield and investment information asymmetry: bank credit versus trade credit	11
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	11
The impact of e-marketplace on the B2b relationships	11
Mobile business apps and employee productivity	11
Does enterprise social media use in the post-acceptance stage improve employee autonomy? An information processing perspective	11
Physical internet enabled two-tier city logistics solution in the new retail era	11
Revealing the sustainable consumption barriers based on the product-service system: social media analytics approach	10
Environmental efficiency of Xiangjiang River in China: a data envelopment analysis cross-efficiency approach	10
Sourcing from supplier in the presence of financial service providers’ information asymmetry and quit probabilities	10
Low-carbon VRP for cold chain logistics considering real-time traffic conditions in the road network	10
Publisher’s Note	10
Cognitive diversity and team viability: the mediating role of transactive memory and moderating of technology integration	10
Forecasting the risk at infractions: an ensemble comparison of machine learning approach	10
Digital transformation, dynamic capability and total factor productivity of manufacturing enterprises	10
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	10
To disclose or to protect? Predicting social media users’ behavioral intention toward privacy	10
A blockchain-driven Pu-erh tea supply chain: product pricing and coordination mechanism design	10
Incentive mechanism design for electric vehicle battery supply chain under information asymmetry and government intervention	10
The effects of supply chain governance on supply chain resilience based on information processing theory	10
Assessing the user acceptance of mobility-as-a-service platforms: a case study of Shenzhen, China	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
Research on the configuration path of enterprise data asset value realization: an empirical analysis based on NCA and fsQCA	9
SaaS or not: optimal versioning strategy of releasing enterprise software	9
Antecedents of big data analytics and artificial intelligence adoption on operational performance: the ChatGPT platform	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
Impacts of blockchain cooperation project announcements on corporate stock market values: a loose coupling theory perspective	9
Improving knowledge transfer through enterprise social media: the mediating role of transactive memory	9
A multi-dimensional city data embedding model for improving predictive analytics and urban operations	9
Enhancing the relationship between topic relevance and review helpfulness: the moderating role of negative emotional appeals	9
How do pandemics affect your self-preservation instinct? Disentangling the mediation effect of secondary traumatic stress	9
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	9

Industrial data-driven modeling for imbalanced fault diagnosis	9
Interplay between cyber supply chain risk management practices and cyber security performance	9
The influence of collective emotions in the response to supply chain disruptions: a buyer–supplier empirical approach	9
An investigation of battery storage operating strategies in the context of smart cities	9
The role of relationship commitment in managing logistics outsourcing in the digital economy	9
The effects of appearance personification of service robots on customer decision-making in the product recommendation context	8
Exploring online social platform affordances for digital creators: a multi-method approach using qualitative and configurational analysis	8
Guest editorial: Digital transformation strategy and impacts during emergency situations	8
Guest editorial: Big data-driven analytics for smart cities: technology-based insight	8
Laying the foundation for lean thinking through daily management system in healthcare	8
Discovering current trends and forecasting future research directions in FinTech by way of co-word-burst analyses	8
Enhancing digital transformation: exploring the role of supply chain diversification and dynamic capabilities in Chinese companies	8
An incentive mechanism contract model to coordinate a vaccine supply chain under demand uncertainty	8
Influence of platform governance on users’ value co-creation: empirical evidence from crowdsourcing logistics platform in China	8
Channel selection and pricing optimization in multichannel e-tailing	8
Effective strategies in short video advertising: leveraging influencer endorsements and discounts	8
HTMT2–an improved criterion for assessing discriminant validity in structural equation modeling	8
Small retail businesses' social media adoption amid a crisis	8
Enhancing corporate sustainability in SMEs through smart technologies: supply chain flexibility and agility as mediator	8
Enterprise social media and knowledge creation capability: a comparison between pre- and post-COVID-19 pandemic	8
Power use, cooperative behavior and alliance performance: evidence from contract farming supply chains in China	8
How do features in health short-form videos impact viewer engagement: an empirical study	8
The impact of digital supply chain capabilities on enterprise sustainable competitive performance: an ambidextrous view	8
Leveraging players' goal-setting and cognitive gaming elements to create flow	8
Do I comply with your suggestion or command? Exploring the persuasion effects of physicians’ expressions on online health platforms	8
Understanding Ant Forest continuance: effects of user experience, personal attributes and motivational factors	8
Understanding users’ news-sharing behaviors: roles of risk perception, believability, fake news awareness and social tie variety	8
Human–bot co-working: job outcomes and employee responses	8
Managing quality risk in supply chain to drive firm’s quality performance: the mediating role of supply chain quality integration	8
Knowledge management technologies and organizational performance: a meta-analytic study	8
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	8
A multi-depot pollution routing problem with time windows in e-commerce logistics coordination	8
The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision	8
Acceptance of digital twins of customer demands for supply chain optimisation: an analysis of three hierarchical digital twin levels	7
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	7
Evolution and future agenda of service robot research: a computer-assisted qualitative data analysis approach	7
Digital transformation and the circular economy: an institutional theory perspective	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
A synchronized method for airport operation management: gate reassignment and taxi routing	7
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	7
Optimal rain gauge network to reduce rainfall impacts on urban mobility – a spatial sensitivity analysis	7
The mediating effect of data literacy competence in the relationship between data governance and data-driven culture	7
A fuzzy-set qualitative comparative analysis of factors influencing successful shared service center implementation	7
How does information integration enhance SMEs’ credit quality: the mediating role of supply chain capabilities	7
A branch-and-price algorithm for robust parallel batch scheduling problem with uncertain size	7
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	7
Research on the mechanism of digital transformation to improve enterprise environmental performance	7
Service robot anthropomorphism on consumer usage intention: curvilinear and linear effect	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
Does Internet usage make middle-aged and older adults feel healthier? Mediating role of social engagement	7
A model for selecting supply chain collaboration paradigms: the impact of intelligent manufacturing models	7
How do different Industry 4.0 technologies support certain Circular Economy practices?	6
Effects of using internet slang versus standard language in ads on brand attitude	6
Improving CSR performance of food processing firms with operational risks: does digital investment matter?	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
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	6
Understanding the opposing forces of continuance intention: a hybrid SEM-ANN approach	6
The complementary effect of ride-sharing on public transit: evidence from a natural experiment	6
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	6
Gratification in live-streaming: impact of social comparison and relationships on purchase and continuance intentions	6
Value drivers of government issued mobile coupons usage	6
Supply chain planning and innovation performance: the moderated mediation effect of IT usage	6
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	6
When and how do innovation ecosystems outperform integrated organizations? On technological interdependencies and ecosystem performance	6
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	6
Impact of blockchain on the green innovation performance of enterprises under the policy uncertainty	6
An electric vehicle routing model with charging stations consideration for sustainable logistics	6
Corrected Aggregate Workload approach on order release by considering job’s routing position induced variable indirect load	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
Understanding digital divide: demographic information and older adults’ ICT adoption	6
The effects of socio-technical integration on sustainability practices: a supply chain perspective	6
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	6
What motivates employees to use social media at work? A perspective of self-determination theory	6
Organizational resilience under COVID-19: the role of digital technology in R&D investment and performance	5
Adoption decision of agricultural product traceability system in small and micro enterprises	5
A content-based metric for social media influencer marketing	5
Interactive vs transactional: how social media ads engage consumers with disparate regulatory orientation and lay rationalism	5
The effect of emotional changes in composite reviews on consumers' information adoption from a dual perspective	5
PLS-SEM in information systems: seizing the opportunity and marching ahead full speed to adopt methodological updates	5
Antecedents of digital supply chains for a circular economy: a sustainability perspective	5
Macro-influencers or meso-influencers, how do companies choose?	5
Unraveling the path to smart manufacturing advancement: insights from necessary condition and fuzzy-set qualitative comparative analyses	5
An empirical analysis of freight mode choice factors amid the COVID-19 outbreak	5
Blockchain technology adoption and sustainable performance in Chinese manufacturing: insights on learning and organizational inertia	5
Software platform owners' entry and application developers' innovations: a conceptual model	5
Manufacturing strategy 4.0: a framework to usher towards industry 4.0 implementation for digital transformation	5
Impacts of digital technology innovation for social responsibility of platform enterprises on shareholder value	5
The impact of carbon neutrality policies on the stock market from a supply chain perspective	5
Understanding compliance intention of SNS users during the COVID-19 pandemic: a theory of appraisal and coping	5
Effects of governance on crowdsourcer satisfaction in crowdsourcing: moderating roles of task and environment complexities	5
Emerging opportunities for information systems researchers to expand their PLS-SEM analytical toolbox	5
How social media promotes impulsive buying: examining the role of customer inspiration	5