Annals of Operations Research

Article	Citations
Supply chain disruptions and resilience: a major review and future research agenda	183
Artificial intelligence-driven innovation for enhancing supply chain resilience and performance under the effect of supply chain dynamism: an empirical investigation	172
RETRACTED ARTICLE: Fuzzy assisted human resource management for supply chain management issues	151
Adoption and use of AI tools: a research agenda grounded in UTAUT	146
Green data analytics, blockchain technology for sustainable development, and sustainable supply chain practices: evidence from small and medium enterprises	129
RETRACTED ARTICLE: Investigation of finance industry on risk awareness model and digital economic growth	124
Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research	116
A structural mathematical model on two echelon supply chain system	114
Supply chain viability: conceptualization, measurement, and nomological validation	103
Blockchain technology’s impact on supply chain integration and sustainable supply chain performance: evidence from the automotive industry	101
Exploring the relationship of ESG score and firm value using cross-lagged panel analyses: case of the Indian energy sector	98
Artificial intelligence for decision support systems in the field of operations research: review and future scope of research	94
Exiting the COVID-19 pandemic: after-shock risks and avoidance of disruption tails in supply chains	94
Comprehensive review on twin support vector machines	92
Quantum bridge analytics I: a tutorial on formulating and using QUBO models	89
Does data-driven culture impact innovation and performance of a firm? An empirical examination	89
Conversational commerce: entering the next stage of AI-powered digital assistants	81
A green inventory model with the effect of carbon taxation	80
Forecasting gold price with the XGBoost algorithm and SHAP interaction values	77
Supplier selection in healthcare supply chain management during the COVID-19 pandemic: a novel fuzzy rough decision-making approach	75
Artificial intelligence and blockchain implementation in supply chains: a pathway to sustainability and data monetisation?	72
Designing a sustainable closed-loop pharmaceutical supply chain in a competitive market considering demand uncertainty, manufacturer’s brand and waste management	72
Smart supply chain management in Industry 4.0: the review, research agenda and strategies in North America	71
Fighting against COVID-19: what operations research can help and the sense-and-respond framework	70
Antecedents for blockchain technology-enabled sustainable agriculture supply chain	66

Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review	66
Blockchain Technology for Supply Chains operating in emerging markets: an empirical examination of technology-organization-environment (TOE) framework	64
Herding and feedback trading in cryptocurrency markets	64
Analytical hierarchy process: revolution and evolution	64
Blockchain technology adoption for managing risks in operations and supply chain management: evidence from the UK	61
Consensus-based TOPSIS-Sort-B for multi-criteria sorting in the context of group decision-making	61
Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process	59
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)	58
A sustainable-resilience healthcare network for handling COVID-19 pandemic	58
Disruptive technologies in agricultural operations: a systematic review of AI-driven AgriTech research	57
Sustainable closed-loop supply chain with energy efficiency: Lagrangian relaxation, reformulations and heuristics	56
A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty	56
Evaluating sustainability initiatives in warehouse for measuring sustainability performance: an emerging economy perspective	56
Volatility transmission and spillover dynamics across financial markets: the role of geopolitical risk	56
Multi-objective solid transportation-location problem with variable carbon emission in inventory management: a hybrid approach	51
A critical analysis of the integration of blockchain and artificial intelligence for supply chain	48
Dynamic nonlinear connectedness between the green bonds, clean energy, and stock price: the impact of the COVID-19 pandemic	48
RETRACTED ARTICLE: Small and medium-sized enterprises' contribution in digital technology	48
Applications of data envelopment analysis in supplier selection between 2000 and 2020: a literature review	47
Adoption of robust business analytics for product innovation and organizational performance: the mediating role of organizational data-driven culture	46
A robust-heuristic optimization approach to a green supply chain design with consideration of assorted vehicle types and carbon policies under uncertainty	46
Exploring the relationship between supplier development, big data analytics capability, and firm performance	45
Deep learning-based exchange rate prediction during the COVID-19 pandemic	45
Is green investment different from grey? Return and volatility spillovers between green and grey energy ETFs	44
Designing a hybrid reinforcement learning based algorithm with application in prediction of the COVID-19 pandemic in Quebec	44
Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review	43
How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight	43
A mathematical programming approach for equitable COVID-19 vaccine distribution in developing countries	43
Bank efficiency estimation in China: DEA-RENNA approach	43
Designing an integrated responsive-green-cold vaccine supply chain network using Internet-of-Things: artificial intelligence-based solutions	42
A novel model for sustainable waste collection arc routing problem: Pareto-based algorithms	42
Vehicle routing problems over time: a survey	42
Differential game analysis of carbon emissions reduction and promotion in a sustainable supply chain considering social preferences	41
Provincial carbon emission performance analysis in China based on a Malmquist data envelopment analysis approach with fixed-sum undesirable outputs	41
Exploring big data-driven innovation in the manufacturing sector: evidence from UK firms	41
Correction to: Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic	40
Using emerging technologies to improve the sustainability and resilience of supply chains in a fuzzy environment in the context of COVID-19	40
A new machine learning algorithm to explore the CO2 emissions-energy use-economic growth trilemma	40
A review of the role of heuristics in stochastic optimisation: from metaheuristics to learnheuristics	40
Digital Innovation, Data Analytics, and Supply Chain Resiliency: A Bibliometric-based Systematic Literature Review	39
Detecting fake news and disinformation using artificial intelligence and machine learning to avoid supply chain disruptions	39
An intelligent payment card fraud detection system	39
Artificial intelligence-based human-centric decision support framework: an application to predictive maintenance in asset management under pandemic environments	38
Unveiling endogeneity between competition and efficiency in Chinese banks: a two-stage network DEA and regression analysis	38
OR and analytics for digital, resilient, and sustainable manufacturing 4.0	38
How is COVID-19 altering the manufacturing landscape? A literature review of imminent challenges and management interventions	38
Impact of artificial intelligence investment on firm value	37
An effective multi-objective whale swarm algorithm for energy-efficient scheduling of distributed welding flow shop	37
Supply chain vulnerability assessment for manufacturing industry	37
Improving social sustainability and reducing supply chain risks through blockchain implementation: role of outcome and behavioural mechanisms	36

Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19	36
Online peer-to-peer lending platform and supply chain finance decisions and strategies	36
Integrated proactive and reactive strategies for sustainable berth allocation and quay crane assignment under uncertainty	36
Developing a hybrid evaluation approach for the low carbon performance on sustainable manufacturing environment	36
A structured literature review on the interplay between emerging technologies and COVID-19 – insights and directions to operations fields	35
An ensemble machine learning approach for forecasting credit risk of agricultural SMEs’ investments in agriculture 4.0 through supply chain finance	35
Supplier selection to support environmental sustainability: the stratified BWM TOPSIS method	34
Blockchain drivers to achieve sustainable food security in the Indian context	34
A differential evolution-based regression framework for forecasting Bitcoin price	34
Volatility impacts on the European banking sector: GFC and COVID-19	34
Enablers to the adoption of blockchain technology in logistics supply chains: evidence from an emerging economy	33
Process innovation for green product in a closed loop supply chain with remanufacturing	33
Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis	33
Evaluation of logistics providers for sustainable service quality: Analytics based decision making framework	33
Differential game of product–service supply chain considering consumers’ reference effect and supply chain members’ reciprocity altruism in the online-to-offline mode	33
Are DeFi tokens a separate asset class from conventional cryptocurrencies?	32
A novel two-echelon hierarchical location-allocation-routing optimization for green energy-efficient logistics systems	32
An eco-friendly closed-loop supply chain facing demand and carbon price uncertainty	31
A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems	31
Blockchain as the “trust-building machine” for supply chain management	31
The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review	31
Social media effectiveness as a humanitarian response to mitigate influenza epidemic and COVID-19 pandemic	31
Modelling extreme risk spillovers in the commodity markets around crisis periods including COVID19	30
An extended robust mathematical model to project the course of COVID-19 epidemic in Iran	30
A novel hybrid PSO-based metaheuristic for costly portfolio selection problems	30
Toward the understanding of national culture in the success of non‐pharmaceutical technological interventions in mitigating COVID-19 pandemic	29
Bank stock performance during the COVID-19 crisis: does efficiency explain why Islamic banks fared relatively better?	29
Intra-day co-movements of crude oil futures: China and the international benchmarks	29
The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)	29
Data science and big data analytics: a systematic review of methodologies used in the supply chain and logistics research	29
Blockchain’s role in e-commerce sellers’ decision-making on information disclosure under competition	28
Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness	28
MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network	28
RETRACTED ARTICLE: Impact of team knowledge management, problem solving competence, interpersonal conflicts, organizational trust on project performance, a mediating role of psychological capital	28
Depth-wise dense neural network for automatic COVID19 infection detection and diagnosis	28
An integrative location-allocation model for humanitarian logistics with distributive injustice and dissatisfaction under uncertainty	27
Internet of things for perishable inventory management systems: an application and managerial insights for micro, small and medium enterprises	27
Artificial intelligence-based inventory management: a Monte Carlo tree search approach	27
Sustainability performance predictions in supply chains: grey and rough set theoretical approaches	27
Security issues and challenges in cloud of things-based applications for industrial automation	27
Understanding the relationships between information technology and lean and agile supply chain strategies: a systematic literature review	27
Optimal channel structure for a green supply chain with consumer green-awareness demand	27
Sustainable performance measurement of Indian retail chain using two-stage network DEA	27
Tactical level strategies for multi-objective disassembly line balancing problem with multi-manned stations: an optimization model and solution approaches	27
Forecasting SMEs’ credit risk in supply chain finance with a sampling strategy based on machine learning techniques	26
A selective survey of game-theoretic models of closed-loop supply chains	26
Optimal decisions in a closed-loop supply chain: fairness concerns, corporate social responsibility and information value	26
The role of bank affiliation in bank efficiency: a fuzzy multi-objective data envelopment analysis approach	26
Dynamic causality interplay from COVID-19 pandemic to oil price, stock market, and economic policy uncertainty: evidence from oil-importing and oil-exporting countries	26
Tourist trip design with heterogeneous preferences, transport mode selection and environmental considerations	26
Real estate price estimation in French cities using geocoding and machine learning	26
Impact of big data analytics on supply chain performance: an analysis of influencing factors	26
Credit risk classification: an integrated predictive accuracy algorithm using artificial and deep neural networks	26
Assessing the sustainable supply chains of tomato paste by fuzzy double frontier network DEA model	26
Developing human capabilities for supply chains: an industry 5.0 perspective	25
Antecedents and consequents of industry 4.0 adoption using technology, organization and environment (TOE) framework: A meta-analysis	25
Locating a disinfection facility for hazardous healthcare waste in the COVID-19 era: a novel approach based on Fermatean fuzzy ITARA-MARCOS and random forest recursive feature elimination algorithm	25
Blackout and supply chains: Cross-structural ripple effect, performance, resilience and viability impact analysis	25
Agent‐based modeling of new product market diffusion: an overview of strengths and criticisms	25
RETRACTED ARTICLE: Defining content marketing and its influence on online user behavior: a data-driven prescriptive analytics method	25
RETRACTED ARTICLE: Research on the impact of managers’ green environmental awareness and strategic intelligence on corporate green product innovation strategic performance	25
Forecasting mid-price movement of Bitcoin futures using machine learning	25
An integrated fuzzy intuitionistic sustainability assessment framework for manufacturing supply chain: a study of UK based firms	25
Exploring data-driven innovation: What’s missing in the relationship between big data analytics capabilities and supply chain innovation?	25
Application of Industry 4.0 technologies for effective coordination in humanitarian supply chains: a strategic approach	25
Risk assessment in supply chains: a state-of-the-art review of methodologies and their applications	24
Decision analysis of supply chains considering corporate social responsibility and government subsidy under different channel power structures	24
Reselling or marketplace mode for an online platform: the choice between cap-and-trade and carbon tax regulation	24
A flexible robust model for blood supply chain network design problem	24
Enabling artificial intelligence on a donation-based crowdfunding platform: a theoretical approach	24
Decision-based scenario clustering for decision-making under uncertainty	24
Great partners: how deep learning and blockchain help improve business operations together	23
Cryptocurrency volatility forecasting: What can we learn from the first wave of the COVID-19 outbreak?	23
Risks to Big Data Analytics and Blockchain Technology Adoption in Supply Chains	23
Blockchain technology in supply chain management: an organizational theoretic overview and research agenda	23
Nonlinear optimization and support vector machines	23
Dependence structure between Indian financial market and energy commodities: a cross-quantilogram based evidence	22
A game theoretical approach to emergency logistics planning in natural disasters	22
The human side of humanitarian supply chains: a research agenda and systematization framework	22
Portfolio optimization of financial commodities with energy futures	22

The benefit of manufacturer encroachment considering consumer’s environmental awareness and product competition	22
Revenue allocation for interfirm collaboration on carbon emission reduction: complete information in a big data context	22
Pricing strategy of dual-channel supply chain with a risk-averse retailer considering consumers’ channel preferences	22
Financing and coordination strategies for a manufacturer with limited operating and green innovation capital: bank credit financing versus supplier green investment	22
A novel framework of credit risk feature selection for SMEs during industry 4.0	21
Optimization model of trade credit and asset-based securitization financing in carbon emission reduction supply chain	21
Oil price risk exposure of BRIC stock markets and hedging effectiveness	21
Adoption of Industry 4.0 technologies by organizations: a maturity levels perspective	21
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning	21
An integrated fuzzy MCDM model for prioritizing strategies for successful implementation and operation of the bus rapid transit system	21
Emergence of open supply chain management: the role of open innovation in the future smart industry using digital twin network	21
Big data analytics capabilities and MSME innovation and performance: A double mediation model of digital platform and network capabilities	20
A Fuzzy ISM approach for modeling electronic traceability in agri-food supply chain in India	20
A mathematical model for managing the multi-dimensional impacts of the COVID-19 pandemic in supply chain of a high-demand item	20
Emerging stock market volatility and economic fundamentals: the importance of US uncertainty spillovers, financial and health crises	20
Green, resilient, agile, and sustainable fresh food supply chain enablers: evidence from India	20
A review of recent advances in the operations research literature on the green routing problem and its variants	20
Supplier selection in closed loop pharma supply chain: a novel BWM–GAIA framework	20
Differential game theoretic analysis of the dynamic emission abatement in low-carbon supply chains	20
Weapon-target assignment problem: exact and approximate solution algorithms	20
Policy analysis for emission-reduction with green technology investment in manufacturing	20
A queueing-inventory system with random order size policy and server vacations	20
Data analytics for quality management in Industry 4.0 from a MSME perspective	20
Scheduling problem in seru production system considering DeJong’s learning effect and job splitting	20
Influence of supply chain risk management and its mediating role on supply chain performance: perspectives from an agri-fresh produce	20
A multi-objective humanitarian pickup and delivery vehicle routing problem with drones	20
Examining the barriers to operationalization of humanitarian supply chains: lessons learned from COVID-19 crisis	20
Robust optimization of liner shipping alliance fleet scheduling with consideration of sulfur emission restrictions and slot exchange	20
Consensus reaching with the externality effect of social network for three-way group decisions	20
Technology, price instruments and energy intensity: a study of firms in the manufacturing sector of the Indian economy	19
A guide to formulating fairness in an optimization model	19
Forecasting carbon futures price: a hybrid method incorporating fuzzy entropy and extreme learning machine	19
Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients	19
Capacity reallocation via sinking high-quality resource in a hierarchical healthcare system	19
Data envelopment analysis cross efficiency evaluation with reciprocal behaviors	19
Optimal pricing and remanufacturing entry strategies of manufacturers in the presence of online reviews	19
Short-term volatility timing: a cross-country study	19
Optimal advance selling strategy with information provision for omni-channel retailers	19
Joint optimisation of drone routing and battery wear for sustainable supply chain development: a mixed-integer programming model based on blockchain-enabled fleet sharing	19
Bank efficiency and failure prediction: a nonparametric and dynamic model based on data envelopment analysis	19
A residual driven ensemble machine learning approach for forecasting natural gas prices: analyses for pre-and during-COVID-19 phases	18
Key performance indicator based dynamic decision-making framework for sustainable Industry 4.0 implementation risks evaluation: reference to the Indian manufacturing industries	18
Interactive strategy of carbon cap-and-trade policy on sustainable multi-objective solid transportation problem with twofold uncertain waste management	18
Evaluating the impacts of COVID-19 outbreak on supply chain risks by modified failure mode and effects analysis: a case study in an automotive company	18
Cost functions are nonconvex in the outputs when the technology is nonconvex: convexification is not harmless	18
A multi-objective stochastic programming model to configure a sustainable humanitarian logistics considering deprivation cost and patient severity	18
Is gold a hedge or safe haven against oil and currency market movements? A revisit using multifractal approach	18
Interactive neutrosophic optimization technique for multiobjective programming problems: an application to pharmaceutical supply chain management	18
Stochastic home health care routing and scheduling problem with multiple synchronized services	18
A tabu search algorithm to solve a green logistics bi-objective bi-level problem	18
RETRACTED ARTICLE: A decision-making algorithm combining the aspect-based sentiment analysis and intuitionistic fuzzy-VIKOR for online hotel reservation	18
Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty	18
Supply chain financing scheme based on blockchain technology from a business application perspective	18
A decision framework for incorporating the coordination and behavioural issues in sustainable supply chains in digital economy	18
Modeling the blockchain readiness challenges for product recovery system	18
Revisiting the relationship between spot and futures markets: evidence from commodity markets and NARDL framework	18
A deep learning-based approach for performance assessment and prediction: A case study of pulp and paper industries	18
Performance measurement of sustainable freight transportation: a consensus model and FERA approach	18
How corporate social responsibility auditing interacts with supply chain information transparency	18
The adoption of metaverse in the retail industry and its impact on sustainable competitive advantage: moderating impact of sustainability commitment	17
Sustainable buyer–supplier relationship capability development: a relational framework and visualization methodology	17
Product bundling and advertising strategy for a duopoly supply chain: a power-balance perspective	17
Influences of information sharing and online recommendations in a supply chain: reselling versus agency selling	17
A novel deep neural network model based Xception and genetic algorithm for detection of COVID-19 from X-ray images	17
Reverse supply chain management with dual channel and collection disruptions: supply chain coordination and game theory approaches	17
Digital showroom strategies for dual-channel supply chains in the presence of consumer webrooming behavior	17
A fuzzy optimization model for designing an efficient blood supply chain network under uncertainty and disruption	17
Decision optimization in service supply chain: the impact of demand and supply-driven data value and altruistic behavior	17
COVID-19 vaccine hesitancy: a social media analysis using deep learning	17
A robust fuzzy stochastic model for the responsive-resilient inventory-location problem: comparison of metaheuristic algorithms	17
Infection vulnerability stratification risk modelling of COVID-19 data: a deterministic SEIR epidemic model analysis	17
An ensemble forecasting model for predicting contribution of food donors based on supply behavior	17
Testing the adoption of Blockchain Technology in Supply Chain Management among MSMEs in China	17
Surgical scheduling by Fuzzy model considering inpatient beds shortage under uncertain surgery durations	16
Corporate social behaviour: Is it good for efficiency in the Chinese banking industry?	16
Steelmaking-continuous casting scheduling problem with multi-position refining furnaces under time-of-use tariffs	16
How SERU production system improves manufacturing flexibility and firm performance: an empirical study in China	16
An efficient healthcare chain design for resolving the patient scheduling problem: queuing theory and MILP-ASA optimization approach	16
Fashion platform operations in the sharing economy with digital technologies: recent development and real case studies	16
Using network data envelopment analysis to assess the sustainability and resilience of healthcare supply chains in response to the COVID-19 pandemic	16
Charting the managerial and theoretical evolutionary path of AHP using thematic and systematic review: a decadal (2012–2021) study	16
Sustainable supply chain finance through digital platforms: a pathway to green entrepreneurship	16
Deep-learning model using hybrid adaptive trend estimated series for modelling and forecasting sales	16
Service provider portfolio selection for project management using a BP neural network	16
Behavior-based pricing and consumer fairness concerns with green product design	16
Assessing the potential of plastic waste management in the circular economy: a longitudinal case study in an emerging economy	16
The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods	16
Multi-criteria classification, sorting, and clustering: a bibliometric review and research agenda	16
A large neighborhood search-based matheuristic for the load-dependent electric vehicle routing problem with time windows	15
Coordination of closed-loop supply chain considering loss-aversion and remanufactured products quality control	15
RETRACTED ARTICLE: The influence and countermeasures of digital economy on cultivating new driving force of high-quality economic development in Henan Province under the background of "double circulat	15
Early warning system to predict energy prices: the role of artificial intelligence and machine learning	15
Cooperation and decision making in a two-sided market motivated by the externality of a third-party social media platform	15
Pricing and financing strategies of a dual-channel supply chain with a capital-constrained manufacturer	15
Metaheuristics for data mining: survey and opportunities for big data	15