International Journal of Production Economics

Article	Citations
Industry 4.0 technologies assessment: A sustainability perspective	623
Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers	604
The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model	409
Can supply chain risk management practices mitigate the disruption impacts on supply chains’ resilience and robustness? Evidence from an empirical survey in a COVID-19 outbreak era	392
Behind the definition of Industry 4.0: Analysis and open questions	363
Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations	324
OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications	315
Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development	292
Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development	275
Industry 4.0 innovation ecosystems: An evolutionary perspective on value cocreation	242
Analysis of resilience strategies and ripple effect in blockchain-coordinated supply chains: An agent-based simulation study	227
Dynamics between blockchain adoption determinants and supply chain performance: An empirical investigation	211
A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation	202
The effect of additive manufacturing adoption on supply chain flexibility and performance: An empirical analysis from the automotive industry	192
Blockchain and smart contracts in supply chain management: A game theoretic model	190
Supply chain risk management and operational performance: The enabling role of supply chain integration	190
Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis	189
Costs of resilience and disruptions in supply chain network design models: A review and future research directions	182
The impact of information technology usage on supply chain resilience and performance: An ambidexterous view	167
Omni-channel management in the new retailing era: A systematic review and future research agenda	165
Two echelon vehicle routing problem with drones in last mile delivery	163
Exploring supply chain network resilience in the presence of the ripple effect	154
A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management	154
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance	151
Leveraging industry 4.0 – A business model pattern framework	148

Green vehicle routing problem: A state-of-the-art review	144
Contracting green product supply chains considering marketing efforts in the circular economy era	141
Achieving sustainable development goals through identifying and analyzing barriers to industrial sharing economy: A framework development	140
Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals	136
GVRP considered oil-gas recovery in refined oil distribution: From an environmental perspective	136
Supply chain social sustainability in small and medium manufacturing enterprises and firms’ performance: Empirical evidence from an emerging Asian economy	135
Combined effects of carbon emission and production quality improvement for fixed lifetime products in a sustainable supply chain management	133
Impact of COVID-19 outbreak on employee performance – Moderating role of industry 4.0 base technologies	132
Artificial intelligence applications in supply chain management	124
Supply chain and external conditions under which supply chain resilience pays: An organizational information processing theorization	122
The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs	113
Determinants of the transition towards circular economy in SMEs: A sustainable supply chain management perspective	111
Assessment of pre and post-disaster supply chain resilience based on network structural parameters with CVaR as a risk measure	106
Supply chain collaboration and sustainability performance in circular economy: A systematic literature review	104
Implementation of digital manufacturing technologies: Antecedents and consequences	102
Evaluating the impact of carbon tax policy on manufacturing and remanufacturing decisions in a closed-loop supply chain	101
Sustainability assessment of last-mile logistics and distribution strategies: The case of local food networks	101
Sustainable development in Asian manufacturing SMEs: Progress and directions	100
Multi-stage hybrid model for supplier selection and order allocation considering disruption risks and disruptive technologies	99
Managing skill certification in online outsourcing platforms: A perspective of buyer-determined reverse auctions	97
Drivers and value-relevance of CSR performance in the logistics sector: A cross-country firm-level investigation	95
Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective	94
Blockchain technology in the supply chain: An integrated theoretical perspective of organizational adoption	94
Electric vehicle battery secondary use under government subsidy: A closed-loop supply chain perspective	92
Large-scale automotive battery cell manufacturing: Analyzing strategic and operational effects on manufacturing costs	89
Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions	86
An analytical approach for evaluating the impact of blockchain technology on sustainable supply chain performance	86
Integrating big data analytics into supply chain finance: The roles of information processing and data-driven culture	83
Integration of Industry 4.0 technologies into Total Productive Maintenance practices	82
Exploring supply chain structural dynamics: New disruptive technologies and disruption risks	82
Digital supply chain management in the COVID-19 crisis: An asset orchestration perspective	81
Exploring servitization through the paradox lens: Coping practices in servitization	81
Optimal operations of a closed-loop supply chain under a dual regulation	80
Reusable packaging in supply chains: A review of environmental and economic impacts, logistics system designs, and operations management	80
Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model	76
Supply chain leadership and firm performance: A meta-analysis	76
Adoption of circular economy practices in small and medium-sized enterprises: Evidence from Europe	75
Operational resilience, disruption, and efficiency: Conceptual and empirical analyses	75
External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs	75
The effects of agro-food supply chain integration on product quality and financial performance: Evidence from Chinese agro-food processing business	75
Dynamic digital capabilities and supply chain resilience: The role of government effectiveness	75
Stochastic optimization of disruption-driven supply chain network design with a new resilience metric	74
Omnichannel retailers’ return policy strategies in the presence of competition	74
Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view	74
Green supply chain innovation: Emergence, adoption, and challenges	74
Eco-innovation and its role for performance improvement among Chinese small and medium-sized manufacturing enterprises	73
The design of resilient food supply chain networks prone to epidemic disruptions	73
Supply chain transparency: A bibliometric review and research agenda	73
Consumer willingness to pay for bio-based products: Do certifications matter?	73
Building supply chain resilience and efficiency through additive manufacturing: An ambidextrous perspective on the dynamic capability view	71

Short-term prediction of passenger volume for urban rail systems: A deep learning approach based on smart-card data	71
Assessing data-driven sustainable supply chain management indicators for the textile industry under industrial disruption and ambidexterity	68
Manufacturing practices and servitization: The role of mass customization and product innovation capabilities	68
A fuzzy bi-level optimization model for multi-period post-disaster relief distribution in sustainable humanitarian supply chains	68
Channel encroachment and logistics integration strategies in an e-commerce platform service supply chain	67
Retail supply chain network design with concurrent resilience capabilities	66
Willingness-to-cede behaviour in sustainable supply chain coordination	66
Small and medium manufacturing enterprises and Asia's sustainable economic development	66
The impact of information disclosure on consumer purchase behavior on sharing economy platform Airbnb	65
Platform logistics or self-logistics? Restaurants’ cooperation with online food-delivery platform considering profitability and sustainability	64
Manufacturer's encroachment strategy with substitutable green products	63
Organizational readiness for digital financial innovation and financial resilience	63
Take-back regulation: Remanufacturing or Eco-design?	62
How to govern the big data discriminatory pricing behavior in the platform service supply chain?An examination with a three-party evolutionary game model	62
Synchroperation in industry 4.0 manufacturing	62
Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review	61
The impact of R&D investment on mitigating supply chain disruptions: Empirical evidence from U.S. firms	61
Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy	60
Inventory models for perishable items with advanced payment, linearly time-dependent holding cost and demand dependent on advertisement and selling price	60
A trust transitivity model of small and medium-sized manufacturing enterprises under blockchain-based supply chain finance	59
Online finance with dual channels and bidirectional free-riding effect	57
Technological knowledge coupling and green innovation in manufacturing firms: Moderating roles of mimetic pressure and environmental identity	57
Online platform service investment: A bane or a boon for supplier encroachment	57
Operations strategy for supply chain finance with asset-backed securitization: Centralization and blockchain adoption	56
The multiple mediation effect of absorptive capacity on the organizational slack and innovation performance of high-tech manufacturing firms: Evidence from Chinese firms	56
Trade-in for remanufactured products: Pricing with double reference effects	55
Reactive and proactive pathways to sustainable apparel supply chains: Manufacturer's perspective on stakeholder salience and organizational learning toward responsible management	55
Green supply chain management practices and third-party logistics providers’ performances: A fuzzy-set approach	55
An assessment of probabilistic disaster in the oil and gas supply chain leveraging Bayesian belief network	54
The behavioural causes of bullwhip effect in supply chains: A systematic literature review	54
Channel addition from marketplace or reselling under regional carbon cap-and-trade regulation	53
‘Lean 4.0’: How can digital technologies support lean practices?	53
Towards a sustainability paradigm; the nexus between lean green practices, sustainability-oriented innovation and Triple Bottom Line	53
Sustainable product development processes in fashion: Supply chains structures and classifications	52
The role of cross-shareholding in the green supply chain: Green contribution, power structure and coordination	52
A systematic review of research on food loss and waste prevention and management for the circular economy	52
Conventional or additive manufacturing for spare parts management: An extensive comparison for Poisson demand	52
Pricing and sales-effort analysis of dual-channel supply chain with channel preference, cross-channel return and free riding behavior based on revenue-sharing contract	51
Pragmatic real-time logistics management with traffic IoT infrastructure: Big data predictive analytics of freight travel time for Logistics 4.0	51
Pricing and production decisions in a dual-channel closed-loop supply chain with (re)manufacturing	51
Machine learning-based predictive maintenance: A cost-oriented model for implementation	51
The rippled newsvendor: A new inventory framework for modeling supply chain risk severity in the presence of risk propagation	51
Collaborative innovation in supply chain systems: Value creation and leadership structure	50
Financing and carbon emission reduction strategies of capital-constrained manufacturers in E-commerce supply chains	50
Circular Economy and the evolution of industrial districts: a supply chain perspective	50
Blockchain-based digital twin sharing platform for reconfigurable socialized manufacturing resource integration	50
Timing of blockchain adoption in a supply chain with competing manufacturers	49
Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments	48
The impact of employee welfare on innovation performance: Evidence from China's manufacturing corporations	48
Forecasting of customer demands for production planning by local k-	48
Towards industry 5.0: A multi-objective job rotation model for an inclusive workforce	48
Loss-averse retailers’ financial offerings to capital-constrained suppliers: loan vs. investment	48
Quality information acquisition and disclosure with green manufacturing in a closed-loop supply chain	48
The implications of additive manufacturing technology adoption for supply chain resilience: A systematic search and review	48
Selecting online distribution modes for differentiated products in a platform supply chain	48
Dynamic capabilities in sustainable supply chain management: An inter-temporal comparison of the food and automotive industries	47
Recovery strategies for a disrupted supply chain network: Leveraging blockchain technology in pre- and post-disruption scenarios	47
The moderating effect of absorptive capacity on transnational knowledge spillover and the innovation quality of high-tech industries in host countries: Evidence from the Chinese manufacturing industry	47
A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains	47
Impact of supply chain analytics and customer pressure for ethical conduct on socially responsible practices and performance: An exploratory study	47
The impact of entrepreneurship orientation on project performance: A machine learning approach	46
Optimal pricing and return policy and the value of freight insurance for a retailer facing heterogeneous consumers with uncertain product values	45
Overcoming barriers to circular product design	45
Being digital and flexible to navigate the storm: How digital transformation enhances supply chain flexibility in turbulent environments	45
The moderating effect of managerial discretion on blockchain technology and the firms’ innovation quality: Evidence from Chinese manufacturing firms	45
Operations management research grounded in the resource-based view: A meta-analysis	45
Servitization and supply chain integration: An empirical analysis	45
The impact of corporate social responsibility on trade credit: Evidence from Chinese small and medium-sized manufacturing enterprises	45
Financing and coordinating the supply chain with a capital-constrained supplier under yield uncertainty	44
Influences of artificial intelligence and blockchain technology on financial resilience of supply chains	43
Assessing the extended impacts of supply chain disruptions on firms: An empirical study	43
New technologies in operations and supply chains: Implications for sustainability	43
Environmental management systems, practices and outcomes: Differences in resource allocation between small and large firms	42
Integrating simulation and FITradeoff method for scheduling rules selection in job-shop production systems	42
Wholesale or drop-shipping: Contract choices of the online retailer and the manufacturer in a dual-channel supply chain	42
Connecting additive manufacturing to circular economy implementation strategies: Links, contingencies and causal loops	42
Board gender diversity, CSR strategy, and eco-friendly initiatives in the transportation and logistics sector	42
Optimising forecasting models for inventory planning	41
The role of food apps servitization on repurchase intention: A study of FoodPanda	41
An integrated queuing-stochastic optimization hybrid Genetic Algorithm for a location-inventory supply chain network	41

Diversify or concentrate: The impact of customer concentration on corporate social responsibility	40
On-demand ride-hailing platforms in competition with the taxi industry: Pricing strategies and government supervision	40
Quantifying the Bullwhip Effect in closed-loop supply chains: The interplay of information transparencies, return rates, and lead times	40
The impact of supply chain practices and quality management on firm performance: Evidence from China's small and medium manufacturing enterprises	40
Procurement in humanitarian organizations: Body of knowledge and practitioner's challenges	40
When should the e-tailer offer complimentary return-freight insurance ?	39
A location-inventory-routing problem to design a circular closed-loop supply chain network with carbon tax policy for achieving circular economy: An augmented epsilon-constraint approach	39
Initial coin offerings for blockchain based product provenance authentication platforms	39
Tactical sales and operations planning: A holistic framework and a literature review of decision-making models	39
Ageing workforce effects in Dual-Resource Constrained job-shop scheduling	39
The role of Industry 4.0 in developing resilience for manufacturing companies during COVID-19	38
Digital investment and environmental performance: The mediating roles of production efficiency and green innovation	38
Optimal pricing and production strategies for new and remanufactured products under a non-renewing free replacement warranty	38
Lean production and operational performance: The influence of organizational culture	38
Hybridizations in line balancing problems: A comprehensive review on new trends and formulations	38
Adoption paths of digital transformation in manufacturing SME	38
Optimizing inventory decisions for a closed–loop supply chain model under a carbon tax regulatory mechanism	38
Impact of the changing business environment on performance measurement and management practices	37
Multi-product and multi-period closed loop supply chain network design under take-back legislation	36
HACCP certification in food industry: Trade-offs in product safety and firm performance	36
An investigation on the effect of inter-organizational collaboration on reverse logistics	36
Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability	36
Profiting from big data analytics: The moderating roles of industry concentration and firm size	36
Remanufacturing authorization strategy for an original equipment manufacturer-contract manufacturer supply chain: Cooperation or competition?	36
Coordination by quantity flexibility contract in a two-echelon supply chain system: Effect of outsourcing decisions	36
The role of big data and predictive analytics in developing a resilient supply chain network in the South African mining industry against extreme weather events	36
Production-intralogistics synchronization of industry 4.0 flexible assembly lines under graduation intelligent manufacturing system	36
Renewable hydrogen supply chains: A planning matrix and an agenda for future research	35
The impact of industry 4.0 on supply chain capability and supply chain resilience: A dynamic resource-based view	35
Lean six sigma in the food industry: Construct development and measurement validation	35
The cost-effectiveness of economic resilience	35
An assessment of factors contributing to firms’ carbon footprint reduction efforts	35
A risk-based optimization framework for integrated supply chains using genetic algorithm and artificial neural networks	35
How to price 3D-printed products? Pricing strategy for 3D printing platforms	35
The effect of human errors on an integrated stochastic supply chain model with setup cost reduction and backorder price discount	35
The impact of the United Nations global compact on firm performance: A longitudinal analysis	35
A three-phase fuzzy multi-criteria decision model for charging station location of the sharing electric vehicle	35
Identifying pathways to a high-performing lean automation implementation: An empirical study in the manufacturing industry	35
Quality choice for product recovery considering a trade-in program and third-party remanufacturing competition	34
Trapped in the supply chain? Digital servitization strategies and power relations in the case of an industrial technology supplier	34
Circular economy supply network management: A complex adaptive system	34
The impact of online reviews in the presence of customer returns	34
Blockchain-empowered Newsvendor optimization	34
An integrated Delphi-MCDM-Bayesian Network framework for production system selection	34
Identification of barriers and their mitigation strategies for industry 5.0 implementation in emerging economies	34
The ABCDE of supply chain visibility: A systematic literature review and framework	33
A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic	33
Firm competitiveness: A general model and a manufacturing application	33
Collusion or Not: The optimal choice of competing retailers in a closed-loop supply chain	33
Integrated production, maintenance and quality control policy for unreliable manufacturing systems under dynamic inspection	33
Exploring combined effects of dominance structure, green sensitivity, and green preference on manufacturing closed-loop supply chains	33
Operational modes of E-closed loop supply chain considering platforms’ services	33
From traditional warehouses to Physical Internet hubs: A digital twin-based inbound synchronization framework for PI-order management	32
The impact of secondary market competition on refurbishing authorization strategies	32
The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view	32
Closed-loop supply chains with complementary products	32
The impacts of internal quality management relations on the triple bottom line: A dynamic capability perspective	32
Artificial intelligence and cloud-based Collaborative Platforms for Managing Disaster, extreme weather and emergency operations	32
A performance-based warranty for products subject to competing hard and soft failures	32
Supply chain coordination with competing suppliers under price-sensitive stochastic demand	32
Leveraging sustainable design practices through supplier involvement in new product development: The role of the suppliers' environmental management capability	32
Disentangling the interactions within and between servitization and digitalization strategies: A service-dominant logic	32
A hesitant fuzzy linguistic QFD approach for formulating sustainable supplier development programs	32
Maximising the circular economy and sustainability outcomes: An end-of-life tyre recycling outlets selection model	32
Machine learning and optimization models for supplier selection and order allocation planning	31
A paradoxical view of speed and quality on operational outcome: An empirical investigation of innovation in high-tech small and medium-sized enterprises	31
Smart product service system hierarchical model in banking industry under uncertainties	31
Digital technologies and green human resource management: Capabilities for GSCM adoption and enhanced performance	31
Crowdsourced last-mile delivery with parcel lockers	30
Adoption timing of OHSAS 18001 and firm performance: An institutional theory perspective	30
Joint blockchain service vendor-platform selection using social network relationships: A multi-provider multi-user decision perspective	30
Understanding product returns: A systematic literature review using machine learning and bibliometric analysis	30
Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities	30
A group risk assessment approach for the selection of pharmaceutical product shipping lanes	30
Pricing and wage strategies for an on-demand service platform with heterogeneous congestion-sensitive customers	30
Demand forecasting in the presence of systematic events: Cases in capturing sales promotions	30
Blockchain-enabled supply chain traceability – How wide? How deep?	30
Purchasing and supply management (PSM) contribution to supply-side resilience	30
Fuzzy multi-objective model for assembly line balancing with ergonomic risks consideration	29
Establishing the relationship between asset management and business performance	29
A complimentary extended warranty: Profit analysis and pricing strategy	29
Platform competition with partial multi-homing: When both same-side and cross-side network effects exist	29
Evaluating Blockchain requirements for effective digital supply chain management	29
Utilizing the platform economy effect through EWOM: Does the platform matter?	29
An analysis of task assignment and cycle times when robots are added to human-operated assembly lines, using mathematical programming models	29
Age-based preventive maintenance with multiple printing options	28
The performance implication of corporate social responsibility in matched Chinese small and medium-sized buyers and suppliers	28
Customer satisfaction service match and service quality-based blockchain cloud manufacturing	28
Blockchain technology and vaccine supply chain: Exploration and analysis of the adoption barriers in the Indian context	28
Pandemic planning, sustainability practices, and organizational performance: An empirical investigation of global manufacturing firms	28
Multi-period multi-echelon inventory transportation problem considering stakeholders behavioural tendencies	28
Mapping the supply chain: Why, what and how?	28
Closed loop supply chains 4.0: From risks to benefits through advanced technologies. A literature review and research agenda	28
Crowdsourcing mode evaluation for parcel delivery service platforms	28
Measuring the energy production and utilization efficiency of Chinese thermal power industry with the fixed-sum carbon emission constraint	27