International Journal of Production Economics

Article	Citations
Industry 4.0 technologies assessment: A sustainability perspective	689
Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers	658
The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model	451
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	429
OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications	324
Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development	312
Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development	301
Dynamics between blockchain adoption determinants and supply chain performance: An empirical investigation	222
A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation	220
Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis	203
Costs of resilience and disruptions in supply chain network design models: A review and future research directions	195
The impact of information technology usage on supply chain resilience and performance: An ambidexterous view	193
Omni-channel management in the new retailing era: A systematic review and future research agenda	181
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance	169
A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management	166
Green vehicle routing problem: A state-of-the-art review	163
Artificial intelligence applications in supply chain management	157
Contracting green product supply chains considering marketing efforts in the circular economy era	154
Combined effects of carbon emission and production quality improvement for fixed lifetime products in a sustainable supply chain management	148
Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals	144
Impact of COVID-19 outbreak on employee performance – Moderating role of industry 4.0 base technologies	141
GVRP considered oil-gas recovery in refined oil distribution: From an environmental perspective	140
The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs	138
Supply chain collaboration and sustainability performance in circular economy: A systematic literature review	132
Determinants of the transition towards circular economy in SMEs: A sustainable supply chain management perspective	128

Evaluating the impact of carbon tax policy on manufacturing and remanufacturing decisions in a closed-loop supply chain	117
Multi-stage hybrid model for supplier selection and order allocation considering disruption risks and disruptive technologies	110
Implementation of digital manufacturing technologies: Antecedents and consequences	110
Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model	110
Blockchain technology in the supply chain: An integrated theoretical perspective of organizational adoption	105
Drivers and value-relevance of CSR performance in the logistics sector: A cross-country firm-level investigation	103
Electric vehicle battery secondary use under government subsidy: A closed-loop supply chain perspective	103
Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective	103
An analytical approach for evaluating the impact of blockchain technology on sustainable supply chain performance	102
Large-scale automotive battery cell manufacturing: Analyzing strategic and operational effects on manufacturing costs	100
Managing skill certification in online outsourcing platforms: A perspective of buyer-determined reverse auctions	96
Digital supply chain management in the COVID-19 crisis: An asset orchestration perspective	94
Integrating big data analytics into supply chain finance: The roles of information processing and data-driven culture	93
Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view	92
Dynamic digital capabilities and supply chain resilience: The role of government effectiveness	91
Building supply chain resilience and efficiency through additive manufacturing: An ambidextrous perspective on the dynamic capability view	91
Green supply chain innovation: Emergence, adoption, and challenges	89
Adoption of circular economy practices in small and medium-sized enterprises: Evidence from Europe	89
Supply chain leadership and firm performance: A meta-analysis	88
Integration of Industry 4.0 technologies into Total Productive Maintenance practices	87
Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions	87
Exploring supply chain structural dynamics: New disruptive technologies and disruption risks	86
Operational resilience, disruption, and efficiency: Conceptual and empirical analyses	84
Optimal operations of a closed-loop supply chain under a dual regulation	84
Supply chain transparency: A bibliometric review and research agenda	84
Eco-innovation and its role for performance improvement among Chinese small and medium-sized manufacturing enterprises	82
External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs	82
The design of resilient food supply chain networks prone to epidemic disruptions	81
Stochastic optimization of disruption-driven supply chain network design with a new resilience metric	80
Consumer willingness to pay for bio-based products: Do certifications matter?	78
The effects of agro-food supply chain integration on product quality and financial performance: Evidence from Chinese agro-food processing business	78
Channel encroachment and logistics integration strategies in an e-commerce platform service supply chain	77
Assessing data-driven sustainable supply chain management indicators for the textile industry under industrial disruption and ambidexterity	76
Short-term prediction of passenger volume for urban rail systems: A deep learning approach based on smart-card data	75
Organizational readiness for digital financial innovation and financial resilience	75
Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy	74
Small and medium manufacturing enterprises and Asia's sustainable economic development	72
Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review	72
Retail supply chain network design with concurrent resilience capabilities	71
A fuzzy bi-level optimization model for multi-period post-disaster relief distribution in sustainable humanitarian supply chains	71
The impact of information disclosure on consumer purchase behavior on sharing economy platform Airbnb	70
Willingness-to-cede behaviour in sustainable supply chain coordination	70
A trust transitivity model of small and medium-sized manufacturing enterprises under blockchain-based supply chain finance	69
Platform logistics or self-logistics? Restaurants’ cooperation with online food-delivery platform considering profitability and sustainability	68
Synchroperation in industry 4.0 manufacturing	67
Manufacturer's encroachment strategy with substitutable green products	67
How to govern the big data discriminatory pricing behavior in the platform service supply chain?An examination with a three-party evolutionary game model	65
Being digital and flexible to navigate the storm: How digital transformation enhances supply chain flexibility in turbulent environments	64
The multiple mediation effect of absorptive capacity on the organizational slack and innovation performance of high-tech manufacturing firms: Evidence from Chinese firms	62
Technological knowledge coupling and green innovation in manufacturing firms: Moderating roles of mimetic pressure and environmental identity	62

Inventory models for perishable items with advanced payment, linearly time-dependent holding cost and demand dependent on advertisement and selling price	62
Online platform service investment: A bane or a boon for supplier encroachment	62
The implications of additive manufacturing technology adoption for supply chain resilience: A systematic search and review	62
Operations strategy for supply chain finance with asset-backed securitization: Centralization and blockchain adoption	61
Online finance with dual channels and bidirectional free-riding effect	61
Towards industry 5.0: A multi-objective job rotation model for an inclusive workforce	60
‘Lean 4.0’: How can digital technologies support lean practices?	60
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	60
Circular Economy and the evolution of industrial districts: a supply chain perspective	60
Trade-in for remanufactured products: Pricing with double reference effects	59
An assessment of probabilistic disaster in the oil and gas supply chain leveraging Bayesian belief network	59
Pragmatic real-time logistics management with traffic IoT infrastructure: Big data predictive analytics of freight travel time for Logistics 4.0	58
The role of cross-shareholding in the green supply chain: Green contribution, power structure and coordination	58
The behavioural causes of bullwhip effect in supply chains: A systematic literature review	58
Green supply chain management practices and third-party logistics providers’ performances: A fuzzy-set approach	58
Blockchain-based digital twin sharing platform for reconfigurable socialized manufacturing resource integration	58
A systematic review of research on food loss and waste prevention and management for the circular economy	57
Towards a sustainability paradigm; the nexus between lean green practices, sustainability-oriented innovation and Triple Bottom Line	57
Conventional or additive manufacturing for spare parts management: An extensive comparison for Poisson demand	57
Channel addition from marketplace or reselling under regional carbon cap-and-trade regulation	57
Pricing and production decisions in a dual-channel closed-loop supply chain with (re)manufacturing	56
Dynamic capabilities in sustainable supply chain management: An inter-temporal comparison of the food and automotive industries	56
Overcoming barriers to circular product design	56
Financing and carbon emission reduction strategies of capital-constrained manufacturers in E-commerce supply chains	55
Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments	54
Timing of blockchain adoption in a supply chain with competing manufacturers	54
Recovery strategies for a disrupted supply chain network: Leveraging blockchain technology in pre- and post-disruption scenarios	54
Machine learning-based predictive maintenance: A cost-oriented model for implementation	54
Sustainable product development processes in fashion: Supply chains structures and classifications	54
Assessing the extended impacts of supply chain disruptions on firms: An empirical study	52
Influences of artificial intelligence and blockchain technology on financial resilience of supply chains	52
Forecasting of customer demands for production planning by localk-n	52
A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains	51
Collaborative innovation in supply chain systems: Value creation and leadership structure	51
Selecting online distribution modes for differentiated products in a platform supply chain	51
Operations management research grounded in the resource-based view: A meta-analysis	51
Servitization and supply chain integration: An empirical analysis	51
Connecting additive manufacturing to circular economy implementation strategies: Links, contingencies and causal loops	51
The moderating effect of managerial discretion on blockchain technology and the firms’ innovation quality: Evidence from Chinese manufacturing firms	50
Quality information acquisition and disclosure with green manufacturing in a closed-loop supply chain	50
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	50
The role of Industry 4.0 in developing resilience for manufacturing companies during COVID-19	49
The impact of corporate social responsibility on trade credit: Evidence from Chinese small and medium-sized manufacturing enterprises	49
The impact of industry 4.0 on supply chain capability and supply chain resilience: A dynamic resource-based view	49
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	49
Board gender diversity, CSR strategy, and eco-friendly initiatives in the transportation and logistics sector	49
Adoption paths of digital transformation in manufacturing SME	47
Optimal pricing and return policy and the value of freight insurance for a retailer facing heterogeneous consumers with uncertain product values	47
On-demand ride-hailing platforms in competition with the taxi industry: Pricing strategies and government supervision	47
Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability	47
Digital investment and environmental performance: The mediating roles of production efficiency and green innovation	46
New technologies in operations and supply chains: Implications for sustainability	45
Diversify or concentrate: The impact of customer concentration on corporate social responsibility	45
Identification of barriers and their mitigation strategies for industry 5.0 implementation in emerging economies	45
Digital transformation and low-carbon technology innovation in manufacturing firms: The mediating role of dynamic capabilities	45
Financing and coordinating the supply chain with a capital-constrained supplier under yield uncertainty	45
Ageing workforce effects in Dual-Resource Constrained job-shop scheduling	44
Digital technologies and green human resource management: Capabilities for GSCM adoption and enhanced performance	43
Optimizing inventory decisions for a closed–loop supply chain model under a carbon tax regulatory mechanism	43
Hybridizations in line balancing problems: A comprehensive review on new trends and formulations	43
The role of food apps servitization on repurchase intention: A study of FoodPanda	43
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	42
The impact of supply chain practices and quality management on firm performance: Evidence from China's small and medium manufacturing enterprises	42
Impact of the changing business environment on performance measurement and management practices	42
Procurement in humanitarian organizations: Body of knowledge and practitioner's challenges	42
Remanufacturing authorization strategy for an original equipment manufacturer-contract manufacturer supply chain: Cooperation or competition?	42
Quantifying the Bullwhip Effect in closed-loop supply chains: The interplay of information transparencies, return rates, and lead times	42
The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view	41
When should the e-tailer offer complimentary return-freight insurance ?	41
An integrated queuing-stochastic optimization hybrid Genetic Algorithm for a location-inventory supply chain network	41
Lean production and operational performance: The influence of organizational culture	41
An assessment of factors contributing to firms’ carbon footprint reduction efforts	40
Initial coin offerings for blockchain based product provenance authentication platforms	40
Renewable hydrogen supply chains: A planning matrix and an agenda for future research	40
Firm competitiveness: A general model and a manufacturing application	40
Multi-product and multi-period closed loop supply chain network design under take-back legislation	39
Exploring combined effects of dominance structure, green sensitivity, and green preference on manufacturing closed-loop supply chains	39
Identifying pathways to a high-performing lean automation implementation: An empirical study in the manufacturing industry	39
The ABCDE of supply chain visibility: A systematic literature review and framework	39
An investigation on the effect of inter-organizational collaboration on reverse logistics	39

Artificial intelligence and cloud-based Collaborative Platforms for Managing Disaster, extreme weather and emergency operations	39
Quality choice for product recovery considering a trade-in program and third-party remanufacturing competition	39
Lean six sigma in the food industry: Construct development and measurement validation	39
Production-intralogistics synchronization of industry 4.0 flexible assembly lines under graduation intelligent manufacturing system	38
Circular economy supply network management: A complex adaptive system	38
Machine learning and optimization models for supplier selection and order allocation planning	38
HACCP certification in food industry: Trade-offs in product safety and firm performance	38
The impacts of internal quality management relations on the triple bottom line: A dynamic capability perspective	38
An integrated Delphi-MCDM-Bayesian Network framework for production system selection	37
Blockchain technology and vaccine supply chain: Exploration and analysis of the adoption barriers in the Indian context	37
From Fast to Slow: An Exploratory Analysis of Circular Business Models in the Italian Apparel Industry	37
Maximising the circular economy and sustainability outcomes: An end-of-life tyre recycling outlets selection model	37
Operational modes of E-closed loop supply chain considering platforms’ services	37
Integrated production, maintenance and quality control policy for unreliable manufacturing systems under dynamic inspection	37
Trapped in the supply chain? Digital servitization strategies and power relations in the case of an industrial technology supplier	37
Leveraging sustainable design practices through supplier involvement in new product development: The role of the suppliers' environmental management capability	36
A hesitant fuzzy linguistic QFD approach for formulating sustainable supplier development programs	36
Profiting from big data analytics: The moderating roles of industry concentration and firm size	36
Platform competition with partial multi-homing: When both same-side and cross-side network effects exist	36
Blockchain-enabled supply chain traceability – How wide? How deep?	36
The cost-effectiveness of economic resilience	36
A paradoxical view of speed and quality on operational outcome: An empirical investigation of innovation in high-tech small and medium-sized enterprises	36
Supply chain innovation research: A bibliometric network analysis and literature review	36
Are both generative AI and ChatGPT game changers for 21st-Century operations and supply chain excellence?	35
From traditional warehouses to Physical Internet hubs: A digital twin-based inbound synchronization framework for PI-order management	35
The impact of online reviews in the presence of customer returns	35
Blockchain-empowered Newsvendor optimization	35
Joint blockchain service vendor-platform selection using social network relationships: A multi-provider multi-user decision perspective	35
A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic	35
Supply chain coordination with competing suppliers under price-sensitive stochastic demand	34
Smart product service system hierarchical model in banking industry under uncertainties	34
Integrated production planning and warehouse storage assignment problem: An IoT assisted case	34
Understanding product returns: A systematic literature review using machine learning and bibliometric analysis	34
Adoption timing of OHSAS 18001 and firm performance: An institutional theory perspective	33
Closed-loop supply chains with complementary products	33
Fuzzy multi-objective model for assembly line balancing with ergonomic risks consideration	33
Disentangling the interactions within and between servitization and digitalization strategies: A service-dominant logic	33
Demystifying corporate inertia towards transition to circular economy: A management frame of reference	32
A complimentary extended warranty: Profit analysis and pricing strategy	32
A group risk assessment approach for the selection of pharmaceutical product shipping lanes	32
Mapping the supply chain: Why, what and how?	32
Environmental taxation: The impact of carbon tax policy commitment on technology choice and social welfare	32
A performance-based warranty for products subject to competing hard and soft failures	32
Surprising supply chain disruptions: Mitigation effects of operational slack and supply redundancy	31
Live commerce retailing with online influencers: Two business models	31
Closed loop supply chains 4.0: From risks to benefits through advanced technologies. A literature review and research agenda	31
Demand forecasting in the presence of systematic events: Cases in capturing sales promotions	31
Supply chain analytics adoption: Determinants and impacts on organisational performance and competitive advantage	31
When technologies become Industry 4.0 platforms: Defining the role of digital technologies through a boundary-spanning perspective	31
Crowdsourcing mode evaluation for parcel delivery service platforms	31
Establishing the relationship between asset management and business performance	31
Crowdsourced last-mile delivery with parcel lockers	30
Achieving a just–in–time supply chain: The role of supply chain intelligence	30
Optimal green supply chain financing strategy: Internal collaborative financing and external investments	30
Age-based preventive maintenance with multiple printing options	30
Pandemic planning, sustainability practices, and organizational performance: An empirical investigation of global manufacturing firms	30
Who should lead carbon emissions reductions? Upstream vs. downstream firms	30
Pricing and wage strategies for an on-demand service platform with heterogeneous congestion-sensitive customers	30
A framework for sustainable management of the platform service supply chain: An empirical study of the logistics sector in China	30
Measuring the energy production and utilization efficiency of Chinese thermal power industry with the fixed-sum carbon emission constraint	29
The influence of supplier development programs on supplier performance	29
Decision models of pricing and carbon emission reduction for low-carbon supply chain under cap-and-trade regulation	29
An analysis of task assignment and cycle times when robots are added to human-operated assembly lines, using mathematical programming models	29
The effects of inter- and intraorganizational factors on the adoption of electronic booking systems in the maritime supply chain	29
A Delphi study examining risk and uncertainty management in circular supply chains	29
Impact of green technology improvement and store brand introduction on the sales mode selection	29
Green innovation output in the supply chain network with environmental information disclosure: An empirical analysis of Chinese listed firms	29
Environmental orientation, external environmental information exchange and environmental performance: Examining mediation and moderation effects	29
The region-cap allocation and delivery time decision in the marketplace mode under the cap-and-trade regulation	29
Evaluating Blockchain requirements for effective digital supply chain management	29
The impact of sustainability on supplier selection: A behavioural study	29
The performance implication of corporate social responsibility in matched Chinese small and medium-sized buyers and suppliers	29
Optimal pricing strategies for manufacturing-as-a service platforms to ensure business sustainability	28
Elements of paradoxes in supply chain management literature: A systematic literature review	28
Sustainability management in the global automotive industry: A theoretical model and survey study	28
A consignment contract with revenue sharing between an app developer and a distribution platform	28
The underexplored impacts of online consumer reviews: Pricing and new product design strategies in the O2O supply chain	28
Remanufacturing authorization strategy for competition among OEM, authorized remanufacturer, and unauthorized remanufacturer	28
Herding behavior in supplier innovation crowdfunding: Evidence from Kickstarter	28
Cope with the COVID-19 pandemic: Dynamic bed allocation and patient subsidization in a public healthcare system	28
Financing decision for a remanufacturing supply chain with a capital constrained retailer: A study from the perspective of market uncertainty	28
Customer satisfaction service match and service quality-based blockchain cloud manufacturing	28
Quality grading of returns and the dynamics of remanufacturing	28
An extended institutional theory perspective on the adoption of circular economy practices: Insights from the seafood industry	28
Developing product recall capability through supply chain quality management	27
Quality management theory development via meta-analysis	27
Valuing supply chain performance within and across manufacturing industries: A DEA-based approach	27
A decade of engineering-to-order (2010–2020): Progress and emerging themes	27
‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies	27
The relationship between supply environment, supply chain integration and operational performance: The role of business process in curbing opportunistic behaviour.	27
Strategic introduction of marketplace platform and its impacts on supply chain	27
The impact of supply chain concentration on integration and business performance	27
A genetic programming learning approach to generate dispatching rules for flexible shop scheduling problems	27
Scheduling Human-Robot Teams in collaborative working cells	27
Exploring the mediating effect of managerial ability on knowledge diversity and innovation performance in reverse cross-border M&As: Evidence from Chinese manufacturing corporations	26