International Journal of Production Economics

Article	Citations
Editorial Board	553
Integrated training course planning and hierarchical multi-skilled employee scheduling in the workforce skill transformation context	405
Editorial Board	272
COVID-19 and supply chain disruptions: A novel perspective using a network of payments in Brazil	269
Reprint of: The multi-depot vehicle routing problem with profit fairness	254
Pricing and sequencing differentiated products for strategic consumers under demand uncertainty	243
Optimal hour-ahead commitment and storage decisions of wind power producers	223
The sustainable reverse inventory-routing problem with time windows and simultaneous pickup and delivery	187
Impact of a contract manufacturer's entry on two competing platforms' sourcing strategies	184
Auction bidding when the cost is rising	179
Bayes information updating and multiperiod supply chain screening	168
Modeling and optimization for static-dynamic routing of a vehicle with additive manufacturing equipment	152
Process flexibility in the presence of product modularity: Does modularity help?	143
Bilevel joint optimization for product design changes with a resilient supply chain based on deep reinforcement learning	140
Buying on the upstream and downstream of the retailers: Market resilience, self-regulation, and heteronomy during a disaster	137
Deviations from commitments: Markov decision process formulations for the role of energy storage	132
Examining how government subsidies influence firms’ circular supply chain management: The role of eco-innovation and top management team	129
AI Platforms for Digital Servitization and Solution Delivery: Where ecosystem, production technology, and business model trajectories intersect to generate smart solutions	127
Multi-factor driving paths of green supply chain management implementation in leading manufacturers: A fuzzy-set qualitative comparative analysis	122
Coordination of supply chain contracts on blockchain platforms	121
System dynamics analysis of Retailer's emergency strategies when facing irrational demand and supply disruption	118
Comparative analysis of crowdfunding and bank financing: The effect of market uncertainty	116
Supply chain channel configuration with power imbalance and spillovers under platform retailing	110
Multi-regional collaborative mechanisms in emergency resource reserve and pre-dispatch design	109
The role of contractual and relational governance for the success of digital traceability: Evidence from Chinese food producers	109

A Bi-objective location-routing model for the healthcare waste management in the era of logistics 4.0 under uncertainty	109
Symmetric or asymmetric? Value-added service design for new and remanufactured products under competition	106
Influences of artificial intelligence and blockchain technology on financial resilience of supply chains	104
Competition or co-opetition: Optimal fresh produce delivery mode strategy for livestreaming platform	104
How customer digital orientation drives supplier green and low-carbon efforts: The roles of supplier dependence and common ownership	99
Investigating the impact of digital transformation on relationship and collaboration dynamics in supply chains and manufacturing networks – A multi-case study	96
Supply chain vertical competition and product proliferation under different power structures	94
Livestream e-commerce in a platform supply chain: A product-fit uncertainty reduction perspective	94
Editorial Board	93
Adoption of additive manufacturing: A survey of the role of knowledge networks and maturity in small and medium-sized Danish production firms	92
Partial reservation policy for cost-effective inventory management incorporating customer preferences	87
Is pursuing multiple certifications beneficial for firms? A firm risk perspective	86
The bright and dark sides of servitization under extended producer responsibility	86
Process innovation similarity with suppliers and bullwhip effect	84
Switching decisions in a hybrid MTS/MTO production system comprising multiple machines considering setup	83
Cooperation among suppliers of complementary products in repeated interactions	82
Bridging theory and practice in AI-driven supply chains: Prioritizing LLM adoption challenges and SCOR-based applications	80
Dual pricing with purchase hassle	79
Regulating the emissions of a bi-modal freight corridor considering non-cooperative authorities	79
Installment for advance payment and pricing decisions for an inventory system under power demand pattern and all-units discount	78
Integrating 3D printing and inventory to manage multi-product demand uncertainties	78
Insights from lower-tier ICT suppliers: How network centrality in multi-tier supply chain relationships affects buyer financial performance	77
A hybrid group decision-making approach involving Pythagorean fuzzy uncertainty for green supplier selection	77
BearingFM: Towards a foundation model for bearing fault diagnosis by domain knowledge and contrastive learning	77
A three-phase heuristic for last-mile delivery with spatial-temporal consolidation and delivery options	76
Supply chain network design with the presence of the bullwhip effect	76
Multi-objective disassembly line balancing and related supply chain management problems under uncertainty: Review and future trends	75
Supplier encroachment in the presence of asymmetric retail competition	73
Greenwashing in ESG information disclosure: An intertemporal signaling game approach	73
Supplier development strategy considering technical uncertainty	73
Cross-channel influence of blockchain technology on green supply chains under asymmetric retail platform competition	72
Breaking truck dominance in supply chains: Proactive freight consolidation and modal split transport	72
Global semiconductor supply chain resilience challenges and mitigation strategies: A novel integrated decomposed fuzzy set Delphi, WINGS and QFD model	71
Leveraging intellectual capital for building a supply chain circular economy system: A knowledge-based view	71
A sustainable inventory model for deteriorating items with power demand and full backlogging under a carbon emission tax	70
A life-cycle asset management model by response surface method based optimization	70
The effects of information on competition on a hybrid retail platform	70
Cooperation dilemmas in construction and demolition waste recycling: From understanding to navigating	70
Design for product upgradability considering remanufacturing outsourcing: A three-level joint optimization approach	69
Product return management through promotional offers: The role of consumers’ loss aversion	69
The optimal combination between blockchain and sales format in an internet platform-based closed-loop supply chain	69
Digital transformation in public-private collaborations: The success of humanitarian supply chain operations	69
Differential service strategies of ride-hailing platforms for passengers with heterogeneous behaviors	69
Editorial Board	68
Manufacturer encroachment with a new product under network externalities	67
When does food become surplus? A game theoretical model for philanthropic partnerships in food supply chains	67
Optimal decision making considering retailer fairness concerns in a supply chain under advance selling	66
The optimisation of the location of front distribution centre: A spatio-temporal joint perspective	65
The Scheduled Joint Replenishment Problem	65
Performance evaluation of two-stage network systems with tradable intermediate measures: An application to China's steel industry	65

Adaptive inventory replenishment using structured reinforcement learning by exploiting a policy structure	64
Less is more: A strategic analysis of 3D printing with limited capacity	64
AttenMfg: An attention network based optimization framework for sensor-driven operations & maintenance in manufacturing systems	63
Decarbonisation and firm financial performance: The roles of supply chain transparency and resilience	63
Retailers’ optimal ordering decisions under a doorstep exchange service: An economic order quantity model	62
A cost-effective skip-lot sampling scheme using loss-based capability index for product acceptance determination	61
Actors’ interactions in the evolution of service supply networks of manufacturing firms	61
Corporate Responsibility Communication and Score Trends: A Buyer and Supplier Perspective	60
Nudging the last mile: Combining behavioral insights and monetary incentives for sustainable delivery choices	60
Markov decision process for multi-manned mixed-model assembly lines with walking workers	60
The role of online platform selling mode in recycling channel selection: A game-theoretic analysis of profit and environmental impact	60
Constructing resilient supply chain for risk-averse buyers by data-driven robust optimization approach	60
Additive manufacturing scenario for automotive spare parts supply: A case study approach	59
Online or offline: High temperature, sales channel adjustment, and agricultural profit	59
The interplay of lean practices and digitalization on organizational learning systems and operational performance	59
Clarifying supply chain disruption and operational resilience relationship from a threat-rigidity perspective: Evidence from small and medium-sized enterprises	58
Return insurance in a competitive market: Benefiting the high-quality or low-quality retailer?	58
Dynamic pricing for perishable goods: A data-driven digital transformation approach	58
Time-dependent fleet size and mix multi-depot vehicle routing problem	58
The adoption of live streaming channel considering impulse buying and product returns	57
How to arrange production and carbon emissions reduction? Thoughts towards remanufacturing authorization, risk aversion and carbon cap-and-trade	56
Recovering from geopolitical risk: An event study of Huawei's semiconductor supply chain	56
From Augmentation to Action: AI-LLM–Enabled Improvisation and Reactive Capability in Digital Manufacturing Supply Chains	55
The impact of financialization on firm resilience: A supply chain perspective	53
Optimal product aggregation for sales and operations planning in mass customisation context	52
Supplier financing for green transformation: When trade credit fails and energy performance contracts succeed under carbon regulation	51
Exploring R&D network resilience under risk propagation: An organizational learning perspective	51
Optimal design of agricultural insurance subsidies under the risk of extreme weather	50
Weather rebate sharing contract for enhancing supply chain performance	50
Interactions between supply chain financing and information transparency	49
Capital-constrained third-party logistics firm encroachment with a retail platform	49
Too hot to be innovative: Examining the relationship between high temperatures and corporate green innovation	49
Coordination between public and private health care providers in a dual-vaccine market	48
Learning efficient in-store picking strategies to reduce customer encounters in omnichannel retail	48
Within-brand or cross-brand: The trade-in option under consumer switching costs	48
A divergent two-echelon spare part inventory system with lost sales and compound Poisson demand	48
Government interventions in new technology adoption to improve product greenness	48
An evolution analysis of living streaming governance: Deceptive advertising and non-compliant operation	48
Joint price and quality optimization strategy in crowdfunding campaign	47
Online retailer bundling strategy in a dual-channel supply chain	47
Can employee training facilitate production repurposing in crises? An ability-motivation-opportunity perspective	47
Is carbon asset pledge financing contributing to the operation of emission-dependent engineering machinery remanufacturing with emission abatement?	47
Implementation mode selection for blockchain technology in green product traceability	47
Eliminating environmental, social and governance (ESG) risks in a closed-loop supply chain with a non-profit organization	46
Supply chain governance in the context of industry 4.0: Investigating implications of real-life implementations from a multi-tier perspective	45
Does supplier concentration impede firms’ digital innovation? A resource dependence perspective	45
A framework for modeling and simulating blockchain-based supply chain traceability systems	45
Blockchain in the pharmaceutical sector: empirical evidence on the associated challenges and countermeasures	45
Exploring AI adoption in manufacturing: An empirical study on effects of AI readiness	45
The impact of advanced manufacturing technology, sensing and analytics capabilities, and planning comprehensiveness on sustained competitive advantage: The moderating role of environmental uncertainty	45
Integrating smart Green Product Platforming for carbon footprint reduction: The role of blockchain technology and stakeholders influence within the agri-food supply chain	44
Remanufacturing mode and strategic decision: A game-theoretic approach	44
Multichannel retailer’s channel choice and product pricing: Influence of investment in fit-disclosing technology by competing retailers	44
Adoption paths of digital transformation in manufacturing SME	43
Supporting personalized new energy vehicle purchase decision-making: Customer reviews and product recommendation platform	43
Drivers of territorial servitization: An empirical analysis of manufacturing productivity in local value chains	43
Sustainable cast iron supply chain network design: Robust multi-objective optimization with scenario reduction via genetic algorithm	43
Research on China's New Energy Vehicles Industry Chain Game under Tariff Uncertainty	43
The effect of process digitalization initiative on firm performance: A dynamic capability development perspective	43
Impacts of inspection errors and warranty costs on a complex product supply chain under different development modes	42
Editorial Board	42
Integrating point-of-sale financing into the coordination of a price and credit dependent e-commerce supply chain	42
Diffusion control in closed-loop supply chains: Successive product generations	42
The impact of big fund on the operational efficiency of semiconductor companies: Corporate social responsibility as a non-economic output	41
Generalized multi-manufacturer multi-retailer production-delivery supply chain model and its minimum cost solution policy	41
Editorial Board	41
A finite dominating set approach for the multi-item multi-period order allocation problem under all-unit quantity discounts and blending ratios	41
Coordinating quality decisions in a two-stage supply chain under buyer dominance	41
Challenge or opportunity? Impact of a two-invoice mechanism on pharmaceutical supply chains with channel promotion	40
A smart mobility game with blockchain and hardware oracles	40
Editorial Board	40
Optimizing joint allocation and pricing policies for a one-warehouse multi-retailer system with lost sales	40
AI quality control in competitive recycling facing material contamination	40
Subsidization and service enhancement: Which benefits the two-sided platform?	40
Bridging green supply chain practices and environmental performance in Chinese semiconductor sector: With the role of energy efficiency and green HRM	39
Digital corporate governance at diversity, equity, and inclusion in operations and supply chain management: A mixed-method approach	39
Government interventions in closed-loop supply chains with modularity design	39
Assessing sustainable supply chain transparency practices in Taiwan semiconductor industry: A hierarchical interdependence approach.	39
Alliance formation between a platform retailer and competing manufacturers in sharing consumer data for product development	39
A new ViT-Based augmentation framework for wafer map defect classification to enhance the resilience of semiconductor supply chains	39

Estimating optimal ABC zone sizes in manual warehouses	39
How did COVID-19 affect logistics and supply chain processes? Immediate, short and medium-term evidence from some industrial fields of Italy	39
Tackling food waste: The role of food suppliers’ investment in preservation technology and government intervention	39
Reselling or agency selling? The implication of non-deceptive counterfeits in the luxury industry	38
A novel robust optimization approach for supply chain resilience: The role of flexibility and collaboration	38
An analysis of the supply chain dynamics of remanufacturing with multiple collectors	38
Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability	38
Corporate social responsibility strategies in competition and their implications	38
Process choice under asymmetric competition with exogenous and endogenous product success probabilities	38
Managing supply chain risks with dual sourcing: Bayesian learning of censored supply capacity	38
Managerial practices shaping the transformation towards artificial intelligence-enabled product–service systems	38
Effects of stochastic and heterogeneous worker learning on the performance of a two-workstation production system	37
Editorial Board	37
Integrated data-driven and artificial intelligence framework to develop digital twins in distribution system of supply chains: A real industrial case	37
Selling to Profit-Target-Oriented retailers: Optimal supply chain contracting with bargaining	36
A quantitative framework to support the decision between traditional, selective, and hybrid assembly	36
Productivity with Endogenous FDI Spillovers: A Novel Estimation Approach	36
Efficient vs. Responsive supplier selection for functional and innovative products: A quantitative study	36
Beyond risk attitude: Unpacking behavioral drivers of supply chain contracts	36
Industry 4.0 digital technologies and international performance: The role of family management in Italian firms	36
On the value of operational flexibility in the trailer shipment and assignment problem: Data-driven approaches and reinforcement learning	36
A matter of fit? Service configurations for customer loyalty	36
Optimization of cooperation mode and decision strategy in online game supply chain	36
Basket data-driven approach for omnichannel demand forecasting	36
How should restaurants operate in the omnichannel era? A queueing game approach	35
Effects of creative destruction on the size and timing of an investment	35
Dynamic lot-sizing in a two-stage supply chain with liquidity constraints and financing options	35
Integrated planning of asset-use and dry-docking for a fleet of maritime assets	35
The use of reinforcement learning for material flow control: An assessment by simulation	35
Pricing, financing and channel structure for capital-constrained dual-channel supply chains with product heterogeneity	35
Estimating the cumulative distribution function of lead-time demand using bootstrapping with and without replacement	35
Facilitating net-zero emissions goals through green finance: Enhancing efficiency in corporate green innovation within a two-stage value chain framework	34
Distributionally robust pre-positioning strategies for relief supplies with two ordering opportunities	34
Will supplier's quality improvement discourage competing buyers' joint procurement? Impact of product differentiation and manufacturing cooperation	34
Supply chain resilience to climate change inflicted extreme events in agri-food industry: The role of social capital and network complexity	34
Implementation of industrial symbiosis under environmental tax policy	34
Operation and maintenance of digital platform network ecosystems: A digital integration-enabling mechanism	34
Value analysis with blockchain-based information transparency system to eliminate information distortion	34
Board composition and sustainable supply chain management: Environmental committee's role	33
Planning a low-carbon, price-differentiated supply chain with scenario-based capacities and eco-friendly customers	33
Data-driven digital transformation for uncertainty reduction – Application of satellite imagery analytics in institutional crop credit management	33
Green vehicle routing and dynamic pricing for scheduling on-site services	33
The multi-depot vehicle routing problem with profit fairness	33
Optimizing Q-commerce delivery: Unravelling the interplay of fee, penalty, and rider-platform collaborative efforts	33
The order of the factors matters: How digital transformation and servitization integrate more efficiently	33
Crowdsourced last-mile delivery with parcel lockers	33
The effect of virtual reality-enabled manufacturing practices on production efficiency	33
How can we improve buyer experiences for the operations of e-grocery platforms? Towards a unified framework for digital service operations	33
A dynamic model considering consumer green awareness and environmental subsidy	32
Why and how do corporate lean programs change? A punctuated equilibrium perspective	32
Examining the effects of blockchain technology on sales models: A study from the dual perspectives of economy and environment	32
Scheduling of memory chips for final testing on parallel machines considering power constraints and deteriorating effects	32
Examining energy eco-efficiency in China's logistics industry	32
Multiple-purchase choice model: estimation and optimization	32
Editorial Board	32
Accounting for intra-industry technological heterogeneity in the measurement of operations efficiency	32
Gray market speculation: Analyzing retailer behavior and manufacturer strategies in the context of strategic consumer behavior	32
Simultaneous Pickup-and-Delivery Production-Routing Problem in closed-loop supply chain with remanufacturing and disassembly consideration	32
Unlocking the potential of blockchain in enterprise upgrading: Insights from resource orchestration theory	32
Do green firms select and terminate supply chain partners based on sustainability criteria? International evidence	31
Analytics for smarter planning of retail operations	31
Enhancing a triple capital-constrained supply chain performance: Alliance financing, profit distribution, and information structure	31
Identifying critical node set in supply chain network considering hybrid operational risk management	31
Never too late to learn: Unlocking the potential of aging workforce in manufacturing and service industries	31
Inviting MNFs’ green offshoring: Is it an effective way to coordinate economic and environmental sustainability?	31
Carrots, sticks, or hybrids? Evaluating policy instruments for low-carbon economic transition in CCUS supply chains	31
An integrated Decision Support System for planning production, storage and bulk port operations in a fertilizer supply chain	30
A three-tier framework for regulated closed-loop supply chains: Low carbon operations and climate change mitigation	30
How does data-driven supply chain analytics capability enhance supply chain agility in the digital era?	30
A decision-making problem for product outsourcing with flexible production under a global supply chain management	30
Advancing towards industry 4.0: A maturity model for smart shop floor control	30
The impact of global value chain embeddedness on decarbonization in sunset industries	30
Sustainable development of PV projects based on a text-analytic decision-making framework	30
Analysis of the enablers to deal with the ripple effect in food grain supply chains under disruption: Implications for food security and sustainability	30
Recovering and remanufacturing to fulfill EPR regulation in the presence of secondary market	30
Impact of aleatoric, stochastic and epistemic uncertainties on project cost contingency reserves	29
Editorial Board	29
Federated digital twins platform for smart city logistics: A knowledge-driven approach	29
Hybrid closed-loop supply chain with different collection competition in reverse channel	29
Platform's role in green vs. non-green product competition: Blockchain transparency and selling contract selection	29
Editorial Board	29
Lean 4.0 implementation framework: Proposition using a multi-method research approach	29
Insights into the performance of green supply chain in the Chinese semiconductor industry	29
Design of a sales plan in a hybrid contractual and non-contractual context in a setting of limited capacity: A robust approach	29
Pricing and operating strategies for products in the sharing economy	28
Blockchain-embedded carbon emission allowance pledge financing: Resolving maturity mismatch with machine trust and collateral flexibility	28
Can artificial intelligence serve as an accelerator for carbon reduction in supply chains within China's manufacturing sector? — Evidence from the national new generation artificial intelligence innov	28
Designing electricity tariffs in the retail market: A stochastic bi-level approach	28
Human-Centric Order Batching and Allocation When Picking With Robot Teammates in the Warehouse	28
Human vs. Generative AI: Strategic content creation mode choices for competing creators	28
A revisited by-production technology for energy-carbon emission nexus in the OECD countries: Measuring the green productivity gains under alternative input specifications	28
Role of climate-smart agriculture in fighting against climate change in competitive supply chains	28
Choosing between additive and conventional manufacturing of spare parts: On the impact of failure rate uncertainties and the tools to reduce them	28
The combined effects of interest and inflation rates on inventory systems: A comparative analysis across countries	28
Welfare effects in the dominant market with price discrimination under differential information protection policies	28