Industrial Management & Data Systems

Article	Citations
HTMT2–an improved criterion for assessing discriminant validity in structural equation modeling	176
Do blockchain and circular economy practices improve post COVID-19 supply chains? A resource-based and resource dependence perspective	155
How to leverage manufacturing digitalization for green process innovation: an information processing perspective	79
Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)	69
Enablers to supply chain performance on the basis of digitization technologies	62
Artificial intelligence in business-to-business marketing: a bibliometric analysis of current research status, development and future directions	56
Hybrid analysis for understanding contact tracing apps adoption	48
Supply chain resilience for vaccines: review of modeling approaches in the context of the COVID-19 pandemic	46
Risk management of supply chains in the digital transformation era: contribution and challenges of blockchain technology	45
Factors affecting blockchain adoption in apparel supply chains: does sustainability-oriented supplier development play a moderating role?	45
Assessing the hotel service robot interaction on tourists' behaviour: the role of anthropomorphism	45
Integration quality, value co-creation and resilience in logistics service supply chains: moderating role of digital technology	44
Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era	41
The influence of knowledge management on adoption intention of electric vehicles: perspective on technological knowledge	41
Blockchain performance in supply chain management: application in blockchain integration companies	38
The influences of livestreaming on online purchase intention: examining platform characteristics and consumer psychology	37
Exploring donor's intention in charitable crowdfunding: intrinsic and extrinsic motivations	37
How anthropomorphism affects trust in intelligent personal assistants	37
Taxi within a grab? A gender-invariant model of mobile taxi adoption	36
Understanding Ant Forest continuance: effects of user experience, personal attributes and motivational factors	34
Using text mining to measure mobile banking service quality	34
Linking digitalization and human capital to shape supply chain integration in omni-channel retailing	34
Comparing world regional sustainable supply chain finance using big data analytics: a bibliometric analysis	33
Green sourcing in the era of industry 4.0: towards green and digitalized competitive advantages	33
Low-carbon VRP for cold chain logistics considering real-time traffic conditions in the road network	33

Unleashing the potential of digital technologies in emergency supply chain: the moderating effect of crisis leadership	29
Exploring customer satisfaction in cold chain logistics using a text mining approach	29
Determinants of blockchain adoption as decentralized business model by Spanish firms – an innovation theory perspective	29
A meta-analysis of consumer innovation resistance: is there a cultural invariance?	29
Toward a resilient supply chain model: critical role of knowledge management and dynamic capabilities	28
Organizational resilience under COVID-19: the role of digital technology in R&D investment and performance	26
Utilitarian and/or hedonic shopping – consumer motivation to purchase in smart stores	25
Responding to market turbulence by big data analytics and mass customization capability	24
A cost evaluation model for IoT-enabled prefabricated construction supply chain management	24
The future is now: calling for a focus on temporal issues in information system research	24
Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships	23
How do different Industry 4.0 technologies support certain Circular Economy practices?	23
Positive and negative valences, personal innovativeness and intention to use facial recognition for payments	23
An SEM-ANN analysis of the impacts of Blockchain on competitive advantage	23
Digital transformation to mitigate emergency situations: increasing opioid overdose survival rates through explainable artificial intelligence	23
Artificial intelligence enabled robots for stay experience in the hospitality industry in a smart city	22
Cybersecurity awareness training programs: a cost–benefit analysis framework	21
Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture	21
Emotions for attention in online consumer reviews: the moderated mediating role of review helpfulness	21
Supply chain risk identification: a real-time data-mining approach	21
Supply chain innovation announcements and shareholder value under industries 4.0 and 5.0: evidence from China	21
IS capabilities, supply chain collaboration and quality performance in services: the moderating effect of environmental dynamism	20
Inventory classification system in space mission component replenishment using multi-attribute fuzzy ABC classification	19
Online review analytics for hotel quality at macro and micro levels	19
Live-streaming shopping: the impacts of para-social interaction and local presence on impulse buying through shopping value	19
Unlocking causal relations of barriers to big data analytics in manufacturing firms	19
A systematic review of e-tail product returns and an agenda for future research	19
Prediction of cold chain logistics temperature using a novel hybrid model based on the mayfly algorithm and extreme learning machine	18
Factors influencing the smart supply chain innovation performance of commodity distribution enterprises: an investigation from China	18
PLS-SEM in information systems: seizing the opportunity and marching ahead full speed to adopt methodological updates	18
Managing knowledge workers in healthcare context: role of individual and knowledge characteristics in physicians' knowledge sharing	18
Why discontinue Facebook usage? An empirical investigation based on a push–pull–mooring framework	18
Manufacturing strategy 4.0: a framework to usher towards industry 4.0 implementation for digital transformation	17
Optimal pricing model of car-sharing: market pricing or platform pricing	17
Information technology and marketing: an important partnership for decades	17
The impact of interpersonal interaction factors on consumers’ purchase intention in social commerce: a relationship quality perspective	17
Impact of live commerce spillover effect on supply chain decisions	17
Deep learning-based container throughput forecasting: a triple bottom line approach	17
A study on the impact of digital tobacco logistics on tobacco supply chain performance: taking the tobacco industry in Guangxi as an example	16
Risk quantification in cold chain management: a federated learning-enabled multi-criteria decision-making methodology	16
The effect of advertising strategies on a short video platform: evidence from TikTok	16
Supply chain quality management for product innovation performance: insights from small and medium-sized manufacturing enterprises	16
Investigating the role of social identification on impulse buying in mobile social commerce: a cross-cultural comparison	15
Effect of achievement-related gamification on brand attachment	15
Artificial intelligence in safety-critical systems: a systematic review	15
Understanding the differences across data quality classifications: a literature review and guidelines for future research	15
Service design for intelligent exhibition guidance service based on dynamic customer experience	15
Understanding people's participation in online charities: a dual-process approach of trust and empathic concern	14
Evaluating the effectiveness of drones in emergency situations: a hybrid multi-criteria approach	14
Investigating the effects of stakeholder collaboration strategies on risk prevention performance in a digital innovation ecosystem	14

Embracing mobile shopping: what matters most in the midst of a pandemic?	14
The role of key online reviews in affecting online hotel booking: an empirical investigation	14
National Innovation Demonstration Zone policy and city innovation capability – a quasi-natural experimental analysis	14
A blockchain-driven cyber-credit evaluation approach for establishing reliable cooperation among unauthentic MSMEs in social manufacturing	14
Do knowledge sharing and big data analytics capabilities matter for green absorptive capacity and green entrepreneurship orientation? Implications for green innovation	14
Logistics 4.0 measurement model: empirical validation based on an international survey	14
Drivers and outcomes of circular economy implementation: evidence from China	13
What motivates employees to use social media at work? A perspective of self-determination theory	13
Impulse purchases during emergency situations: exploring permission marketing and the role of blockchain	13
Manufacturing servitization in the digital economy: a configurational analysis from dynamic capabilities and lifecycle perspective	13
Application of text mining in identifying the factors of supply chain financing risk management	13
The impact of cross-functional coordination on customer coordination and operational performance: an information processing view	13
A multi-cycle and multi-echelon location-routing problem for integrated reverse logistics	12
Fuzzy-logic-based support tools for initial screening of manufacturing reshoring decisions	12
How does mHealth service quality influences adoption?	12
The effect of organisational absorptive capacity on business intelligence systems efficiency and organisational efficiency	12
The effects of AI service quality and AI function-customer ability fit on customer's overall co-creation experience	12
Exploring the paths to big data analytics implementation success in banking and financial service: an integrated approach	12
Cloud manufacturing architecture: a critical analysis of its development, characteristics and future agenda to support its adoption	11
Improving knowledge transfer through enterprise social media: the mediating role of transactive memory	11
A digital transformation-enabled framework and strategies for public health risk response and governance: China's experience	11
Improving peer-to-peer accommodation service based on text analytics	11
Can intelligent manufacturing empower manufacturing? – an empirical study considering ambidextrous capabilities	11
Blockchain-enabled beer game: a software tool for familiarizing the application of blockchain in supply chain management	11
An empirical analysis of freight mode choice factors amid the COVID-19 outbreak	11
Toward green innovation ecosystems: past research on green innovation and future opportunities from an ecosystem perspective	11
Enablers of supply chain integration: a technology-organization-environment view	11
Beyond AI-powered context-aware services: the role of human–AI collaboration	10
A meta-analytic examination of the antecedents explaining the intention to use fintech	10
Mobile wallets in cash-based economies during COVID-19	10
Understanding circular economy adoption by SMEs: a case study on organizational legitimacy and Industry 4.0	10
The continuous usage of artificial intelligence (AI)-powered mobile fitness applications: the goal-setting theory perspective	10
Empirical identification of skills gaps between chief information officer supply and demand: a resource-based view using machine learning	10
Cyber-physical spatial temporal analytics for digital twin-enabled smart contact tracing	10
For whom does flow not enhance online gamer loyalty?	10
The interplay of soft TQM practices and knowledge sharing: moderating role of market turbulence	10
Physical Internet deployment in industry: literature review and research opportunities	10
How do keystones govern their business ecosystems through resource orchestration?	10
Exploring the dependence structure among Chinese firms in the 5G industry	10
IT-related resources, digital marketing capabilities and business performance: moderating effects of digital orientation and technological turbulence	9
Are you willing to forgive AI? Service recovery from medical AI service failure	9
Firm capability assessment via the BSC and DEA	9
Blockchain innovation ecosystems orchestration in construction	9
Which financial earmarking policy is more effective in promoting FinTech innovation and regulation?	9
How does information integration enhance SMEs’ credit quality: the mediating role of supply chain capabilities	9
The impact of gamification on teaching and learning Physical Internet: a quasi-experimental study	9
Antecedents of digital supply chains for a circular economy: a sustainability perspective	8
Exploring SMEs' behavioral intentions of participating in platform-based innovation ecosystems	8
Industrialisation, ecologicalisation and digitalisation (IED): building a theoretical framework for sustainable development	8
For free or paid? A comparison of doctors' intention to offer consulting services in eHealth	8
Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics	8
Managing complementors in innovation ecosystems: a typology for generic strategies	8
Impact of just-in-time (JIT) on supply chain disruption risk: the moderating role of supply chain centralization	8
Reconfiguring a hierarchical supply chain model under pandemic using text mining and social media analysis	8
Data analytics dynamic capabilities for Triple-A supply chains	8
Dynamic perceived quality analysis using social media data at macro- and micro-levels	8
Exploring customers' switching from native to lightweight apps: a push–pull–mooring framework perspective	8
Research on the mechanism of digital transformation to improve enterprise environmental performance	8
The country context in Triple-A supply chains: an advanced PLS–SEM research study in emerging vs developed countries	8
Interplay between cyber supply chain risk management practices and cyber security performance	8
Analysing repeat blood donation behavior via big data	8
Unleashing the dynamics of triple-A capabilities: a dynamic ambidexterity view	8
Optimal pricing and ordering policies with different patience levels of consumers	8
Soft computing in business: exploring current research and outlining future research directions	8
Employees' learning behavior in the context of AI collaboration: a perspective on the job demand-control model	7
Risk perception and intelligent decision in complex social information network	7
How social enterprises gain cognitive legitimacy in the post-pandemic period? Social welfare logic and digital transformation	7
Motivating individual carbon reduction with saleable carbon credits: policy implications for public emission reduction projects	7
The impact of digital supply chain capabilities on enterprise sustainable competitive performance: an ambidextrous view	7
The dynamics of cryptocurrency market behavior: sentiment analysis using Markov chains	7
Beauty matters: reducing bounce rate by aesthetics of experience product portal page	7
Influencing factors on organizational efficiency of smart logistics ecological chain: a multi-case study in China	7
The impact of government subsidies on build-operate-transfer contract design for charging piles in circular economy	7
Repairing the trust in ride-sharing after security incidents	7
Towards an evolutionary view of innovation diffusion in open innovation ecosystems	7
Complementary resources and SME firm performance: the role of external readiness and E-commerce functionality	7
Assessing readiness for lean thinking in healthcare settings: the case for Oman	7
Big data analytics: from leadership to firm performance	6
Impact of emotional intensity of negative word-of-mouth on perceived helpfulness in social media	6
An investigation of battery storage operating strategies in the context of smart cities	6

The impact of empowerment-focused human resource management on relationship learning and innovation	6
Improving business processes or human resources? The performance implications and contingencies	6
Assessing technological impact on vaccine supply chain performance	6
Understanding the key determinants of IoT adoption for the digital transformation of the food and beverage industry	6
Linking supplier JIT to flexibility performance: the moderating impact of advanced manufacturing technology and human resource empowerment	6
A fuzzy-set qualitative comparative analysis of factors influencing successful shared service center implementation	6
The effects of appearance personification of service robots on customer decision-making in the product recommendation context	6
Causality seafood processing circular supply chain capabilities in qualitative data analytics	6
Decisions of pricing and delivery-lead-time in dual-channel supply chains with data-driven marketing using internal financing and contract coordination	6
Advertising strategy and channel structure selection on an online retail platform	6
Remanufacturing production decisions considering product life cycle and green consumers' scale in the circular economy	6
How to be agile: the distinctive roles of IT capabilities for knowledge management and process integration	6
Influence of IT support on firms' cross-channel integration: the moderating role of institutional environment	6
Impact of corporate social responsibility (CSR) awareness, affordability and management system sophistication on CSR performance	6
The impact of platform flexibility and controls on platform attractiveness: an empirical study from the seller's perspective	6
Exploring the adoption decisions of mobile health service users: a behavioral reasoning theory perspective	6
The effects of socio-technical integration on sustainability practices: a supply chain perspective	6
Manufacturers' emission reduction investment strategy under carbon cap-and-trade policy and uncertain low-carbon preferences	6
The effect of supplier globalization on firm innovation: a resource dependence theory perspective	6
Discovering signals of platform failure risks from customer sentiment: the case of online P2P lending	6
Modeling customer satisfaction and revisit intention from online restaurant reviews: an attribute-level analysis	6
Revealing or concealing: privacy information disclosure in intelligent voice assistant usage- a configurational approach	5
A prescriptive framework to support express delivery supply chain expansions in highly urbanized environments	5
Innovating in data-driven production environments: simulation analysis of Net-CONWIP priority rule	5
The role of situational normality, swift guanxi, and perceived effectiveness of social commerce institutional mechanisms: an uncertainty reduction perspective	5
Proposing a new loan recommendation framework for loan allocation strategies in online P2P lending	5
The effects of job demands of enterprise social media on employees' outcomes: a curvilinear mediated model	5
Building a hierarchical framework of corporate sustainability transition challenges using the qualitative information approach	5
Theory of binary-valued data envelopment analysis: an application in assessing the sustainability of suppliers	5
Alleviating the impact of SNS fatigue on user discontinuance	5
The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision	5
Leverage risks for supply chain robustness against corruption	5
The quality of user experiences for mobile recommendation systems: an end-user perspective	5
Physical internet enabled two-tier city logistics solution in the new retail era	5
Linking environmental forces, absorptive capacity, information sharing and innovation performance	5
Human–bot co-working: job outcomes and employee responses	5
Unravelling the potential of social media data analysis to improve the warranty service operation	5
How does an enterprise system implementation change interpersonal relationships in organizations	5
Enhancing data-driven elderly appointment services in domestic care communities under COVID-19	5
Guest editorial: Deconstructing business ecosystems: complementarity, capabilities, co-creation and co-evolution	5
Pricing contract design of a multi-supplier-multi-retailer supply chain in hybrid electricity market	4
Understanding investor co-investment in a syndicate on equity crowdfunding platforms	4
Impact of workplace frustration on online gamer loyalty	4
Social customer relationship management and organizational performance: testing a conceptual model in the North African context	4
Evaluating key capabilities for developing global collaborative networks using a multi-layer decision-making approach	4
Developing a prescriptive decision support system for shop floor control	4
Gratification matters? An explorative study of antecedents and consequence in livestream shopping	4
Explaining and predicting click-baitiness and click-bait virality	4
Reinforcement learning for content's customization: a first step of experimentation in Skyscanner	4
Implementation of information and communication technologies in fruit and vegetable supply chain: a systematic literature review	4
A configurational analysis of cross-channel integration	4
Personalized content recommendation in online health communities	4
Formalizing the strategic product deletion decision: incorporating multiple stakeholder views	4
Mixed-frequency data-driven forecasting the important economies' performance in a smart city: a novel RUMIDAS-SVR model	4
Strategic information sharing in supply chain with value-perceived consumers	4
Achieving carbon neutrality with smart supply chain management: a CE imperative for the petroleum industry	4
The impact of task description linguistic style on task performance: a text mining of crowdsourcing contests	4
Illuminating the road ahead: unlocking the potential of ICTs for enhanced data visibility in road transportation	4
Designing an advanced system for destination management: a case study of Northern Indiana	4
Conducting Monte Carlo simulations with PLS-PM and other variance-based estimators for structural equation models: a tutorial using the R package cSEM	4
Enhancing online-to-offline delivery efficiency facilitated by Industry 4.0: a personnel configuration perspective	4
Smart home devices and B2C e-commerce: a way to reduce failed deliveries	4
Strategic knowledge, IT capabilities and innovation ambidexterity: role of business process performance	4
Ads in gaming apps: experiential value of gamers	4
Understanding compliance intention of SNS users during the COVID-19 pandemic: a theory of appraisal and coping	4
A study on the changes in the ICT industry after the COVID-19 pandemic	4
Guest editorial: Towards large-scale industry-wide physical internet deployment	4
Impact of IT identity on consumer negatively-valenced engagement in mobile medical consultation: from consumer experience perspective	4
Does online–offline channel integration matter for supply chain resilience? The moderating role of environmental uncertainty	4
The effects of supply chain governance on supply chain resilience based on information processing theory	4
The impact of e-marketplace on the B2b relationships	4
Value co-creation in the multinational technology standard alliance: a case study from emerging economies	4
Exploring investors' willingness to use robo-advisors: mediating role of emotional response	4
Overcoming cross-organizational barriers to success in offshore projects	4
Influence of travel distance and travel experience on travelers' online reviews: price as a moderator	4
Service outsourcing contract design under asymmetric information	4
Meaningful engagement with a gamified knowledge management system: theoretical conceptualization and empirical validation	4
Optimal channel selection considering price competition and information sharing under demand uncertainty	4
Using deep learning to interpolate the missing data in time-series for credit risks along supply chain	4
Knowledge management technologies and organizational performance: a meta-analytic study	4
SaaS or not: optimal versioning strategy of releasing enterprise software	4
An exploratory study of organisational and industry drivers for the implementation of emerging technologies in logistics	4
Optimizing pricing and inventory strategies for dietary supplement production under stochastic demand	4