International Journal of Production Economics

Article	Citations
Industry 4.0 technologies assessment: A sustainability perspective	555
Blockchain technology and the sustainable supply chain: Theoretically exploring adoption barriers	547
Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective	449
The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model	365
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	349
Behind the definition of Industry 4.0: Analysis and open questions	334
Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations	285
OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications	283
Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development	266
Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development	254
The performance effects of big data analytics and supply chain ambidexterity: The moderating effect of environmental dynamism	244
Industry 4.0 innovation ecosystems: An evolutionary perspective on value cocreation	225
Analysis of resilience strategies and ripple effect in blockchain-coordinated supply chains: An agent-based simulation study	205
A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation	191
Dynamics between blockchain adoption determinants and supply chain performance: An empirical investigation	187
Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis	175
The effect of additive manufacturing adoption on supply chain flexibility and performance: An empirical analysis from the automotive industry	174
Supply chain risk management and operational performance: The enabling role of supply chain integration	173
Blockchain and smart contracts in supply chain management: A game theoretic model	165
Costs of resilience and disruptions in supply chain network design models: A review and future research directions	161
Omni-channel management in the new retailing era: A systematic review and future research agenda	155
Two echelon vehicle routing problem with drones in last mile delivery	146
Exploring supply chain network resilience in the presence of the ripple effect	144
The impact of information technology usage on supply chain resilience and performance: An ambidexterous view	139
A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management	138

Leveraging industry 4.0 – A business model pattern framework	134
Achieving sustainable development goals through identifying and analyzing barriers to industrial sharing economy: A framework development	133
GVRP considered oil-gas recovery in refined oil distribution: From an environmental perspective	131
Green vehicle routing problem: A state-of-the-art review	128
The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance	127
Challenges to COVID-19 vaccine supply chain: Implications for sustainable development goals	127
Contracting green product supply chains considering marketing efforts in the circular economy era	122
Impact of COVID-19 outbreak on employee performance – Moderating role of industry 4.0 base technologies	120
Supply chain social sustainability in small and medium manufacturing enterprises and firms’ performance: Empirical evidence from an emerging Asian economy	119
Combined effects of carbon emission and production quality improvement for fixed lifetime products in a sustainable supply chain management	114
Order picker routing in warehouses: A systematic literature review	112
Network characteristics and supply chain resilience under conditions of risk propagation	105
Supply chain and external conditions under which supply chain resilience pays: An organizational information processing theorization	104
Assessment of pre and post-disaster supply chain resilience based on network structural parameters with CVaR as a risk measure	97
Determinants of the transition towards circular economy in SMEs: A sustainable supply chain management perspective	96
Implementation of digital manufacturing technologies: Antecedents and consequences	96
Artificial intelligence applications in supply chain management	96
Sustainable development in Asian manufacturing SMEs: Progress and directions	92
Multi-stage hybrid model for supplier selection and order allocation considering disruption risks and disruptive technologies	91
The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs	90
Managing skill certification in online outsourcing platforms: A perspective of buyer-determined reverse auctions	90
Evaluating the impact of carbon tax policy on manufacturing and remanufacturing decisions in a closed-loop supply chain	90
Sustainability assessment of last-mile logistics and distribution strategies: The case of local food networks	88
Blockchain technology in the supply chain: An integrated theoretical perspective of organizational adoption	84
Drivers and value-relevance of CSR performance in the logistics sector: A cross-country firm-level investigation	84
Large-scale automotive battery cell manufacturing: Analyzing strategic and operational effects on manufacturing costs	83
Supply chain collaboration and sustainability performance in circular economy: A systematic literature review	82
Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions	81
Electric vehicle battery secondary use under government subsidy: A closed-loop supply chain perspective	79
Diffusion of green products in industry 4.0: Reverse logistics issues during design of inventory and production planning system	78
Optimal operations of a closed-loop supply chain under a dual regulation	76
Smart Maintenance: an empirically grounded conceptualization	76
Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective	75
Integrating big data analytics into supply chain finance: The roles of information processing and data-driven culture	75
Exploring servitization through the paradox lens: Coping practices in servitization	75
Exploring supply chain structural dynamics: New disruptive technologies and disruption risks	72
An analytical approach for evaluating the impact of blockchain technology on sustainable supply chain performance	72
How do product quality uncertainties affect the sharing economy platforms with risk considerations? A mean-variance analysis	72
Integration of Industry 4.0 technologies into Total Productive Maintenance practices	71
Stochastic optimization of disruption-driven supply chain network design with a new resilience metric	71
Omnichannel retailers’ return policy strategies in the presence of competition	70
Operational resilience, disruption, and efficiency: Conceptual and empirical analyses	68
The effects of agro-food supply chain integration on product quality and financial performance: Evidence from Chinese agro-food processing business	68
Greening products in a supply chain under market segmentation and different channel power structures	67
Reusable packaging in supply chains: A review of environmental and economic impacts, logistics system designs, and operations management	67
Short-term prediction of passenger volume for urban rail systems: A deep learning approach based on smart-card data	66
Supply chain leadership and firm performance: A meta-analysis	65
Smart Maintenance: a research agenda for industrial maintenance management	65
Manufacturing practices and servitization: The role of mass customization and product innovation capabilities	65
A fuzzy bi-level optimization model for multi-period post-disaster relief distribution in sustainable humanitarian supply chains	64

Digital supply chain management in the COVID-19 crisis: An asset orchestration perspective	64
Willingness-to-cede behaviour in sustainable supply chain coordination	64
Consumer willingness to pay for bio-based products: Do certifications matter?	63
Eco-innovation and its role for performance improvement among Chinese small and medium-sized manufacturing enterprises	62
External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs	62
Financial slack and firm performance of SMMEs in China: Moderating effects of government subsidies and market-supporting institutions	61
The impact of information disclosure on consumer purchase behavior on sharing economy platform Airbnb	60
The design of resilient food supply chain networks prone to epidemic disruptions	59
Green supply chain innovation: Emergence, adoption, and challenges	59
Channel encroachment and logistics integration strategies in an e-commerce platform service supply chain	59
Retail supply chain network design with concurrent resilience capabilities	58
Agile capabilities as necessary conditions for maximising sustainable supply chain performance: An empirical investigation	58
Take-back regulation: Remanufacturing or Eco-design?	58
Platform logistics or self-logistics? Restaurants’ cooperation with online food-delivery platform considering profitability and sustainability	57
Manufacturer's encroachment strategy with substitutable green products	57
Synchroperation in industry 4.0 manufacturing	57
Assessing data-driven sustainable supply chain management indicators for the textile industry under industrial disruption and ambidexterity	56
Small and medium manufacturing enterprises and Asia's sustainable economic development	56
How to govern the big data discriminatory pricing behavior in the platform service supply chain?An examination with a three-party evolutionary game model	56
Inventory models for perishable items with advanced payment, linearly time-dependent holding cost and demand dependent on advertisement and selling price	56
The state-of-the-art of the theory on Product-Service Systems	55
The impact of R&D investment on mitigating supply chain disruptions: Empirical evidence from U.S. firms	55
Building supply chain resilience and efficiency through additive manufacturing: An ambidextrous perspective on the dynamic capability view	54
Who benefits from online financing? A sharing economy E-tailing platform perspective	54
A trust transitivity model of small and medium-sized manufacturing enterprises under blockchain-based supply chain finance	54
Adoption of circular economy practices in small and medium-sized enterprises: Evidence from Europe	53
Online finance with dual channels and bidirectional free-riding effect	53
The behavioural causes of bullwhip effect in supply chains: A systematic literature review	51
An assessment of probabilistic disaster in the oil and gas supply chain leveraging Bayesian belief network	51
Supply chain transparency: A bibliometric review and research agenda	51
Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view	51
Reactive and proactive pathways to sustainable apparel supply chains: Manufacturer's perspective on stakeholder salience and organizational learning toward responsible management	51
Operations strategy for supply chain finance with asset-backed securitization: Centralization and blockchain adoption	51
Dynamic digital capabilities and supply chain resilience: The role of government effectiveness	50
The role of eco-innovation drivers in promoting additive manufacturing in supply chains	50
Sustainable product development processes in fashion: Supply chains structures and classifications	50
Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review	49
Green supply chain management practices and third-party logistics providers’ performances: A fuzzy-set approach	49
Technological knowledge coupling and green innovation in manufacturing firms: Moderating roles of mimetic pressure and environmental identity	49
Pricing and production decisions in a dual-channel closed-loop supply chain with (re)manufacturing	48
Online platform service investment: A bane or a boon for supplier encroachment	48
Do cap-and-trade policies drive environmental and social goals in supply chains: Strategic decisions, collaboration, and contract choices	48
Join logistics sharing alliance or not? Incentive analysis of competing E-commerce firms with promised-delivery-time	48
‘Lean 4.0’: How can digital technologies support lean practices?	48
Conventional or additive manufacturing for spare parts management: An extensive comparison for Poisson demand	47
The rippled newsvendor: A new inventory framework for modeling supply chain risk severity in the presence of risk propagation	47
The multiple mediation effect of absorptive capacity on the organizational slack and innovation performance of high-tech manufacturing firms: Evidence from Chinese firms	47
Trade-in for remanufactured products: Pricing with double reference effects	46
Organizational readiness for digital financial innovation and financial resilience	46
Forecasting of customer demands for production planning by local k-	46
Channel addition from marketplace or reselling under regional carbon cap-and-trade regulation	45
The role of cross-shareholding in the green supply chain: Green contribution, power structure and coordination	45
The impact of employee welfare on innovation performance: Evidence from China's manufacturing corporations	45
Pragmatic real-time logistics management with traffic IoT infrastructure: Big data predictive analytics of freight travel time for Logistics 4.0	45
Blockchain-based digital twin sharing platform for reconfigurable socialized manufacturing resource integration	45
A scenario-based robust possibilistic model for a multi-objective electronic reverse logistics network	45
Quality information acquisition and disclosure with green manufacturing in a closed-loop supply chain	45
Circular Economy and the evolution of industrial districts: a supply chain perspective	44
Impacts of horizontal integration on social welfare under the interaction of carbon tax and green subsidies	44
Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model	44
Collaborative innovation in supply chain systems: Value creation and leadership structure	43
Optimal replenishment decisions for perishable products under cash, advance, and credit payments considering carbon tax regulations	43
A classification and review of approaches and methods for modeling uncertainty in projects	43
Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy	43
Supply chain coordination with risk-averse retailer and option contract: Supplier-led vs. Retailer-led	43
Impact of supply chain analytics and customer pressure for ethical conduct on socially responsible practices and performance: An exploratory study	43
A systematic review of research on food loss and waste prevention and management for the circular economy	43
Towards a sustainability paradigm; the nexus between lean green practices, sustainability-oriented innovation and Triple Bottom Line	43
Servitization and supply chain integration: An empirical analysis	42
Financing and coordinating the supply chain with a capital-constrained supplier under yield uncertainty	42
The impact of entrepreneurship orientation on project performance: A machine learning approach	42
Modeling transportation disruptions in the supply chain of automotive parts manufacturing company	42
Dynamic capabilities in sustainable supply chain management: An inter-temporal comparison of the food and automotive industries	42
Financing and carbon emission reduction strategies of capital-constrained manufacturers in E-commerce supply chains	41
A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains	41
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	41
Timing of blockchain adoption in a supply chain with competing manufacturers	41
Loss-averse retailers’ financial offerings to capital-constrained suppliers: loan vs. investment	41
Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments	40
Assessing the extended impacts of supply chain disruptions on firms: An empirical study	40

Operations management research grounded in the resource-based view: A meta-analysis	40
Integrating simulation and FITradeoff method for scheduling rules selection in job-shop production systems	40
Quantifying the Bullwhip Effect in closed-loop supply chains: The interplay of information transparencies, return rates, and lead times	39
New technologies in operations and supply chains: Implications for sustainability	39
Selecting online distribution modes for differentiated products in a platform supply chain	39
Machine learning-based predictive maintenance: A cost-oriented model for implementation	39
Overcoming barriers to circular product design	39
Optimal pricing and return policy and the value of freight insurance for a retailer facing heterogeneous consumers with uncertain product values	39
Tactical sales and operations planning: A holistic framework and a literature review of decision-making models	38
The impact of supply chain practices and quality management on firm performance: Evidence from China's small and medium manufacturing enterprises	38
Optimising forecasting models for inventory planning	38
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	38
The role of food apps servitization on repurchase intention: A study of FoodPanda	38
Wholesale or drop-shipping: Contract choices of the online retailer and the manufacturer in a dual-channel supply chain	37
Innovative efforts of ISO 9001-certified manufacturing firms: Evidence of links between determinants of innovation, continuous innovation and firm performance	37
Introduction of a real time location system to enhance the warehouse safety and operational efficiency	37
The impact of corporate social responsibility on trade credit: Evidence from Chinese small and medium-sized manufacturing enterprises	37
The moderating effect of managerial discretion on blockchain technology and the firms’ innovation quality: Evidence from Chinese manufacturing firms	37
An integrated queuing-stochastic optimization hybrid Genetic Algorithm for a location-inventory supply chain network	36
Recovery strategies for a disrupted supply chain network: Leveraging blockchain technology in pre- and post-disruption scenarios	36
Initial coin offerings for blockchain based product provenance authentication platforms	36
Made in China 2025 and manufacturing strategy decisions with reverse QFD	36
Connecting additive manufacturing to circular economy implementation strategies: Links, contingencies and causal loops	35
Remanufacturing authorization strategy for an original equipment manufacturer-contract manufacturer supply chain: Cooperation or competition?	35
When should the e-tailer offer complimentary return-freight insurance ?	35
A game theoretic approach for pricing under a return policy and a money back guarantee in a closed loop supply chain	35
Optimal pricing and production strategies for new and remanufactured products under a non-renewing free replacement warranty	35
Multi-product and multi-period closed loop supply chain network design under take-back legislation	35
On-demand ride-hailing platforms in competition with the taxi industry: Pricing strategies and government supervision	35
Coordination by quantity flexibility contract in a two-echelon supply chain system: Effect of outsourcing decisions	35
Environmental management systems, practices and outcomes: Differences in resource allocation between small and large firms	35
The implications of additive manufacturing technology adoption for supply chain resilience: A systematic search and review	35
HACCP certification in food industry: Trade-offs in product safety and firm performance	34
Board gender diversity, CSR strategy, and eco-friendly initiatives in the transportation and logistics sector	34
Towards industry 5.0: A multi-objective job rotation model for an inclusive workforce	34
The effect of human errors on an integrated stochastic supply chain model with setup cost reduction and backorder price discount	34
Lean production and operational performance: The influence of organizational culture	34
Procurement in humanitarian organizations: Body of knowledge and practitioner's challenges	33
Impact of the changing business environment on performance measurement and management practices	33
Ageing workforce effects in Dual-Resource Constrained job-shop scheduling	33
The impact of online reviews in the presence of customer returns	33
Optimizing inventory decisions for a closed–loop supply chain model under a carbon tax regulatory mechanism	32
Profiting from big data analytics: The moderating roles of industry concentration and firm size	32
How to price 3D-printed products? Pricing strategy for 3D printing platforms	32
A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic	32
Trapped in the supply chain? Digital servitization strategies and power relations in the case of an industrial technology supplier	32
Diversify or concentrate: The impact of customer concentration on corporate social responsibility	32
An investigation on the effect of inter-organizational collaboration on reverse logistics	32
Closed-loop supply chains with complementary products	31
A three-phase fuzzy multi-criteria decision model for charging station location of the sharing electric vehicle	31
Collusion or Not: The optimal choice of competing retailers in a closed-loop supply chain	31
Adoption paths of digital transformation in manufacturing SME	31
Influences of artificial intelligence and blockchain technology on financial resilience of supply chains	31
A performance-based warranty for products subject to competing hard and soft failures	31
A risk-based optimization framework for integrated supply chains using genetic algorithm and artificial neural networks	31
Dynamic strategic planning and firm competitive performance: A conceptualization and an empirical test	30
Production-intralogistics synchronization of industry 4.0 flexible assembly lines under graduation intelligent manufacturing system	30
Blockchain-empowered Newsvendor optimization	30
Hybridizations in line balancing problems: A comprehensive review on new trends and formulations	30
Channel selection and fulfillment service contracts in the presence of asymmetric service information	30
The role of Industry 4.0 in developing resilience for manufacturing companies during COVID-19	30
Identifying pathways to a high-performing lean automation implementation: An empirical study in the manufacturing industry	30
A hesitant fuzzy linguistic QFD approach for formulating sustainable supplier development programs	29
Maximising the circular economy and sustainability outcomes: An end-of-life tyre recycling outlets selection model	29
Leveraging sustainable design practices through supplier involvement in new product development: The role of the suppliers' environmental management capability	29
The cost-effectiveness of economic resilience	29
Circular economy supply network management: A complex adaptive system	29
A group risk assessment approach for the selection of pharmaceutical product shipping lanes	29
Supply chain coordination with competing suppliers under price-sensitive stochastic demand	29
Smart product service system hierarchical model in banking industry under uncertainties	29
The impact of the United Nations global compact on firm performance: A longitudinal analysis	29
Utilizing the platform economy effect through EWOM: Does the platform matter?	29
The impact of secondary market competition on refurbishing authorization strategies	29
Firm competitiveness: A general model and a manufacturing application	29
A complimentary extended warranty: Profit analysis and pricing strategy	28
Integrated production, maintenance and quality control policy for unreliable manufacturing systems under dynamic inspection	28
The performance implication of corporate social responsibility in matched Chinese small and medium-sized buyers and suppliers	28
Exploring combined effects of dominance structure, green sensitivity, and green preference on manufacturing closed-loop supply chains	28
Machine learning and optimization models for supplier selection and order allocation planning	28
A cost model for the economic evaluation of in-situ monitoring tools in metal additive manufacturing	28
Multi-period multi-echelon inventory transportation problem considering stakeholders behavioural tendencies	28
From traditional warehouses to Physical Internet hubs: A digital twin-based inbound synchronization framework for PI-order management	28
Lean six sigma in the food industry: Construct development and measurement validation	28
An integrated Delphi-MCDM-Bayesian Network framework for production system selection	27
Digital investment and environmental performance: The mediating roles of production efficiency and green innovation	27
Purchasing and supply management (PSM) contribution to supply-side resilience	27
Demand forecasting in the presence of systematic events: Cases in capturing sales promotions	27
Joint blockchain service vendor-platform selection using social network relationships: A multi-provider multi-user decision perspective	27
Pricing and wage strategies for an on-demand service platform with heterogeneous congestion-sensitive customers	27
Disentangling the interactions within and between servitization and digitalization strategies: A service-dominant logic	27
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	27
The impacts of internal quality management relations on the triple bottom line: A dynamic capability perspective	27
Operational modes of E-closed loop supply chain considering platforms’ services	27
A decision making model based on fuzzy inference to predict the impact of SCOR® indicators on customer perceived value	26
An analysis of task assignment and cycle times when robots are added to human-operated assembly lines, using mathematical programming models	26