Annals of Operations Research

Article	Citations
Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic	448
Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review	421
Transforming business using digital innovations: the application of AI, blockchain, cloud and data analytics	168
RETRACTED ARTICLE: Fuzzy assisted human resource management for supply chain management issues	145
Understanding artificial intelligence adoption in operations management: insights from the review of academic literature and social media discussions	120
Artificial intelligence-driven innovation for enhancing supply chain resilience and performance under the effect of supply chain dynamism: an empirical investigation	119
Prediction of cryptocurrency returns using machine learning	117
Supply chain disruptions and resilience: a major review and future research agenda	112
Green data analytics, blockchain technology for sustainable development, and sustainable supply chain practices: evidence from small and medium enterprises	108
Supply chain financing using blockchain: impacts on supply chains selling fashionable products	108
RETRACTED ARTICLE: Investigation of finance industry on risk awareness model and digital economic growth	103
Adoption and use of AI tools: a research agenda grounded in UTAUT	97
Considering the traceability awareness of consumers: should the supply chain adopt the blockchain technology?	95
A structural mathematical model on two echelon supply chain system	90
Supply chain viability: conceptualization, measurement, and nomological validation	87
Exiting the COVID-19 pandemic: after-shock risks and avoidance of disruption tails in supply chains	87
Does data-driven culture impact innovation and performance of a firm? An empirical examination	81
Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research	77
Exploring the relationship of ESG score and firm value using cross-lagged panel analyses: case of the Indian energy sector	72
Blockchain technology’s impact on supply chain integration and sustainable supply chain performance: evidence from the automotive industry	71
Fighting against COVID-19: what operations research can help and the sense-and-respond framework	68
Comprehensive review on twin support vector machines	64
A green inventory model with the effect of carbon taxation	64
Artificial intelligence for decision support systems in the field of operations research: review and future scope of research	63
Conversational commerce: entering the next stage of AI-powered digital assistants	62

Designing a sustainable closed-loop pharmaceutical supply chain in a competitive market considering demand uncertainty, manufacturer’s brand and waste management	62
Stopping Covid-19: A pandemic-management service value chain approach	60
A chance constrained fuzzy goal programming approach for perishable pharmaceutical supply chain network design	60
Herding and feedback trading in cryptocurrency markets	59
Forecasting gold price with the XGBoost algorithm and SHAP interaction values	56
A sustainable-resilience healthcare network for handling COVID-19 pandemic	53
Quantum bridge analytics I: a tutorial on formulating and using QUBO models	52
Supplier selection in healthcare supply chain management during the COVID-19 pandemic: a novel fuzzy rough decision-making approach	52
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)	52
Agility in humanitarian supply chain: an organizational information processing perspective and relational view	52
DEA under big data: data enabled analytics and network data envelopment analysis	50
Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process	50
Consensus-based TOPSIS-Sort-B for multi-criteria sorting in the context of group decision-making	49
Green food supply chain design considering risk and post-harvest losses: a case study	49
Gresilient supplier assessment and order allocation planning	47
Sustainable closed-loop supply chain with energy efficiency: Lagrangian relaxation, reformulations and heuristics	46
Quality management in humanitarian operations and disaster relief management: a review and future research directions	46
Humanitarian supply chain: a bibliometric analysis and future research directions	45
Evaluating sustainability initiatives in warehouse for measuring sustainability performance: an emerging economy perspective	45
Antecedents for blockchain technology-enabled sustainable agriculture supply chain	44
Smart supply chain management in Industry 4.0: the review, research agenda and strategies in North America	44
Blockchain technology adoption for managing risks in operations and supply chain management: evidence from the UK	44
Deep learning-based exchange rate prediction during the COVID-19 pandemic	44
Correction to: Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic	43
Applications of data envelopment analysis in supplier selection between 2000 and 2020: a literature review	43
Is green investment different from grey? Return and volatility spillovers between green and grey energy ETFs	42
The two-stage machine learning ensemble models for stock price prediction by combining mode decomposition, extreme learning machine and improved harmony search algorithm	42
Multi-objective solid transportation-location problem with variable carbon emission in inventory management: a hybrid approach	42
Artificial intelligence and blockchain implementation in supply chains: a pathway to sustainability and data monetisation?	41
Exploring the relationship between supplier development, big data analytics capability, and firm performance	40
Disruptive technologies in agricultural operations: a systematic review of AI-driven AgriTech research	40
A robust-heuristic optimization approach to a green supply chain design with consideration of assorted vehicle types and carbon policies under uncertainty	40
Designing a hybrid reinforcement learning based algorithm with application in prediction of the COVID-19 pandemic in Quebec	39
Stochastic differential games for optimal investment problems in a Markov regime-switching jump-diffusion market	39
A hybrid fuzzy multi-criteria decision making model for selecting a sustainable supplier of forklift filters: a case study from the mining industry	39
Volatility transmission and spillover dynamics across financial markets: the role of geopolitical risk	38
Dynamic nonlinear connectedness between the green bonds, clean energy, and stock price: the impact of the COVID-19 pandemic	38
Big data analytics in sustainable humanitarian supply chain: barriers and their interactions	38
Management of humanitarian relief operations using satellite big data analytics: the case of Kerala floods	37
Adoption of robust business analytics for product innovation and organizational performance: the mediating role of organizational data-driven culture	37
RETRACTED ARTICLE: Small and medium-sized enterprises' contribution in digital technology	36
A structured literature review on the interplay between emerging technologies and COVID-19 – insights and directions to operations fields	36
A mathematical programming approach for equitable COVID-19 vaccine distribution in developing countries	36
Online peer-to-peer lending platform and supply chain finance decisions and strategies	35
Unveiling endogeneity between competition and efficiency in Chinese banks: a two-stage network DEA and regression analysis	34
Analytical hierarchy process: revolution and evolution	34
Exploring big data-driven innovation in the manufacturing sector: evidence from UK firms	34
A novel sustainable multi-objective optimization model for forward and reverse logistics system under demand uncertainty	34
Robust portfolio optimization: a categorized bibliographic review	34
Blockchain Technology for Supply Chains operating in emerging markets: an empirical examination of technology-organization-environment (TOE) framework	33

Bank efficiency estimation in China: DEA-RENNA approach	33
How is COVID-19 altering the manufacturing landscape? A literature review of imminent challenges and management interventions	33
Mutual relevance of investor sentiment and finance by modeling coupled stochastic systems with MARS	32
Provincial carbon emission performance analysis in China based on a Malmquist data envelopment analysis approach with fixed-sum undesirable outputs	32
A new inverse DEA cost efficiency model for estimating potential merger gains: a case of Canadian banks	32
A review of the role of heuristics in stochastic optimisation: from metaheuristics to learnheuristics	32
Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review	32
Financial modelling, risk management of energy instruments and the role of cryptocurrencies	31
An effective multi-objective whale swarm algorithm for energy-efficient scheduling of distributed welding flow shop	31
A neutrosophic enhanced best–worst method for considering decision-makers’ confidence in the best and worst criteria	31
A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty	31
RETRACTED ARTICLE: Blockchain-based intelligent contract for factoring business in supply chains	31
How to determine the consensus threshold in group decision making: a method based on efficiency benchmark using benefit and cost insight	31
A new machine learning algorithm to explore the CO2 emissions-energy use-economic growth trilemma	31
Differential game analysis of carbon emissions reduction and promotion in a sustainable supply chain considering social preferences	31
Wireless sensor network for AI-based flood disaster detection	31
Integrated proactive and reactive strategies for sustainable berth allocation and quay crane assignment under uncertainty	31
Impact of artificial intelligence adoption on online returns policies	30
A novel model for sustainable waste collection arc routing problem: Pareto-based algorithms	30
Artificial intelligence-based human-centric decision support framework: an application to predictive maintenance in asset management under pandemic environments	30
Multi-objective optimization of crude oil-supply portfolio based on interval prediction data	30
An ensemble machine learning approach for forecasting credit risk of agricultural SMEs’ investments in agriculture 4.0 through supply chain finance	30
Improving social sustainability and reducing supply chain risks through blockchain implementation: role of outcome and behavioural mechanisms	29
Vehicle routing problems over time: a survey	29
Social media effectiveness as a humanitarian response to mitigate influenza epidemic and COVID-19 pandemic	29
Social media and sensemaking patterns in new product development: demystifying the customer sentiment	29
Designing an integrated responsive-green-cold vaccine supply chain network using Internet-of-Things: artificial intelligence-based solutions	29
An extended robust mathematical model to project the course of COVID-19 epidemic in Iran	29
OR and analytics for digital, resilient, and sustainable manufacturing 4.0	29
Strategic information sharing in online retailing under a consignment contract with revenue sharing	28
A novel hybrid PSO-based metaheuristic for costly portfolio selection problems	28
Sustainable, multimodal and reliable supply chain design	28
Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review	27
Developing a hybrid evaluation approach for the low carbon performance on sustainable manufacturing environment	27
DVRP with limited supply and variable neighborhood region in refined oil distribution	27
Supply chain vulnerability assessment for manufacturing industry	27
Differential game of product–service supply chain considering consumers’ reference effect and supply chain members’ reciprocity altruism in the online-to-offline mode	27
The distributionally robust optimization model for a remanufacturing system under cap-and-trade policy: a newsvendor approach	27
A novel two-echelon hierarchical location-allocation-routing optimization for green energy-efficient logistics systems	27
A novel network DEA-R model for evaluating hospital services supply chain performance	27
Big data analytics-enabled sensing capability and organizational outcomes: assessing the mediating effects of business analytics culture	27
A differential evolution-based regression framework for forecasting Bitcoin price	27
The UEFA Champions League seeding is not strategy-proof since the 2015/16 season	26
The implications of complexity for humanitarian logistics: a complex adaptive systems perspective	26
An intelligent payment card fraud detection system	26
Impact of artificial intelligence investment on firm value	26
Blockchain drivers to achieve sustainable food security in the Indian context	26
Forecasting tourism demand using fractional grey prediction models with Fourier series	26
Optimal carbon tax design for achieving low carbon supply chains	26
A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches	26
Supplier selection to support environmental sustainability: the stratified BWM TOPSIS method	25
A critical analysis of the integration of blockchain and artificial intelligence for supply chain	25
Volatility impacts on the European banking sector: GFC and COVID-19	25
Process innovation for green product in a closed loop supply chain with remanufacturing	25
Modelling extreme risk spillovers in the commodity markets around crisis periods including COVID19	25
Retailer’s ordering policies for time-varying deteriorating items with partial backlogging and permissible delay in payments in a two-warehouse environment	25
The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review	25
Toward the understanding of national culture in the success of non‐pharmaceutical technological interventions in mitigating COVID-19 pandemic	25
Evaluation of logistics providers for sustainable service quality: Analytics based decision making framework	25
A stochastic bi-objective simulation–optimization model for cascade disaster location-allocation-distribution problems	25
MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network	24
Traditional versus fast fashion supply chains in the apparel industry: an agent-based simulation approach	24
A multi-objective distributionally robust model for sustainable last mile relief network design problem	24
Improving the coordination in the humanitarian supply chain: exploring the role of options contract	24
An integrated fuzzy intuitionistic sustainability assessment framework for manufacturing supply chain: a study of UK based firms	23
Sustainability performance predictions in supply chains: grey and rough set theoretical approaches	23
RETRACTED ARTICLE: Impact of team knowledge management, problem solving competence, interpersonal conflicts, organizational trust on project performance, a mediating role of psychological capital	23
The role of bank affiliation in bank efficiency: a fuzzy multi-objective data envelopment analysis approach	23
Real estate price estimation in French cities using geocoding and machine learning	22
Digital Innovation, Data Analytics, and Supply Chain Resiliency: A Bibliometric-based Systematic Literature Review	22
Enabling artificial intelligence on a donation-based crowdfunding platform: a theoretical approach	22
Optimal decisions in a closed-loop supply chain: fairness concerns, corporate social responsibility and information value	22
Artificial intelligence in healthcare operations to enhance treatment outcomes: a framework to predict lung cancer prognosis	22
Swarm intelligence-based hyper-heuristic for the vehicle routing problem with prioritized customers	22
Blockchain’s role in e-commerce sellers’ decision-making on information disclosure under competition	22
Depth-wise dense neural network for automatic COVID19 infection detection and diagnosis	22
Cryptocurrency volatility forecasting: What can we learn from the first wave of the COVID-19 outbreak?	22
Intra-day co-movements of crude oil futures: China and the international benchmarks	22
RETRACTED ARTICLE: Research on the impact of managers’ green environmental awareness and strategic intelligence on corporate green product innovation strategic performance	22
Great partners: how deep learning and blockchain help improve business operations together	21

Bank stock performance during the COVID-19 crisis: does efficiency explain why Islamic banks fared relatively better?	21
Blackout and supply chains: Cross-structural ripple effect, performance, resilience and viability impact analysis	21
Tactical level strategies for multi-objective disassembly line balancing problem with multi-manned stations: an optimization model and solution approaches	21
Optimised solutions to the last-mile delivery problem in London using a combination of walking and driving	21
Sustainable supply chain for disaster management: structural dynamics and disruptive risks	21
Tourist trip design with heterogeneous preferences, transport mode selection and environmental considerations	21
Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19	21
Artificial intelligence-based inventory management: a Monte Carlo tree search approach	21
A variables-type multiple-dependent-state sampling plan based on the lifetime performance index under a Weibull distribution	21
A selective survey of game-theoretic models of closed-loop supply chains	21
Are DeFi tokens a separate asset class from conventional cryptocurrencies?	21
Using emerging technologies to improve the sustainability and resilience of supply chains in a fuzzy environment in the context of COVID-19	21
Decision analysis of supply chains considering corporate social responsibility and government subsidy under different channel power structures	20
An eco-friendly closed-loop supply chain facing demand and carbon price uncertainty	20
Assessing the sustainable supply chains of tomato paste by fuzzy double frontier network DEA model	20
A queueing-inventory system with random order size policy and server vacations	20
Reselling or marketplace mode for an online platform: the choice between cap-and-trade and carbon tax regulation	20
An integrative location-allocation model for humanitarian logistics with distributive injustice and dissatisfaction under uncertainty	20
Internet of things for perishable inventory management systems: an application and managerial insights for micro, small and medium enterprises	20
A novel advanced grey incidence analysis for investigating the level of resilience in supply chains	20
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning	20
Application of Industry 4.0 technologies for effective coordination in humanitarian supply chains: a strategic approach	20
Data analytics for quality management in Industry 4.0 from a MSME perspective	20
Defining content marketing and its influence on online user behavior: a data-driven prescriptive analytics method	19
The human side of humanitarian supply chains: a research agenda and systematization framework	19
Detecting fake news and disinformation using artificial intelligence and machine learning to avoid supply chain disruptions	19
Optimizing production and maintenance for the service-oriented manufacturing supply chain	19
Sustainable performance measurement of Indian retail chain using two-stage network DEA	19
Due-window assignment scheduling in the proportionate flow shop setting	19
Enablers to the adoption of blockchain technology in logistics supply chains: evidence from an emerging economy	19
Optimization model of trade credit and asset-based securitization financing in carbon emission reduction supply chain	19
Understanding the relationships between information technology and lean and agile supply chain strategies: a systematic literature review	19
Forecasting mid-price movement of Bitcoin futures using machine learning	19
Agent‐based modeling of new product market diffusion: an overview of strengths and criticisms	18
The benefit of manufacturer encroachment considering consumer’s environmental awareness and product competition	18
The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)	18
Forecasting SMEs’ credit risk in supply chain finance with a sampling strategy based on machine learning techniques	18
Portfolio optimization of financial commodities with energy futures	18
Data envelopment analysis cross efficiency evaluation with reciprocal behaviors	18
Revenue allocation for interfirm collaboration on carbon emission reduction: complete information in a big data context	18
Scheduling problem in seru production system considering DeJong’s learning effect and job splitting	18
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	18
A game theoretical approach to emergency logistics planning in natural disasters	18
Viable supply chain with vendor-managed inventory approach by considering blockchain, risk and robustness	18
Dynamic causality interplay from COVID-19 pandemic to oil price, stock market, and economic policy uncertainty: evidence from oil-importing and oil-exporting countries	17
Oil price risk exposure of BRIC stock markets and hedging effectiveness	17
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria	17
Credit risk classification: an integrated predictive accuracy algorithm using artificial and deep neural networks	17
Optimal pricing and remanufacturing entry strategies of manufacturers in the presence of online reviews	17
Decision optimization in service supply chain: the impact of demand and supply-driven data value and altruistic behavior	17
Consensus reaching with the externality effect of social network for three-way group decisions	17
Dependence structure between Indian financial market and energy commodities: a cross-quantilogram based evidence	17
A Fuzzy ISM approach for modeling electronic traceability in agri-food supply chain in India	17
Cross-country comparison of the efficiency of the European forest sector and second stage DEA approach	17
On the relationship between oil and gas markets: a new forecasting framework based on a machine learning approach	17
Financing and coordination strategies for a manufacturer with limited operating and green innovation capital: bank credit financing versus supplier green investment	17
Data science and big data analytics: a systematic review of methodologies used in the supply chain and logistics research	17
Improving the Bass model’s predictive power through online reviews, search traffic and macroeconomic data	17
Pricing strategy of dual-channel supply chain with a risk-averse retailer considering consumers’ channel preferences	17
Ranking with a Euclidean common set of weights in data envelopment analysis: with application to the Eurozone banking sector	17
China’s power supply chain sustainability: an analysis of performance and technology gap	17
RETRACTED ARTICLE: A decision-making algorithm combining the aspect-based sentiment analysis and intuitionistic fuzzy-VIKOR for online hotel reservation	17
Blockchain as the “trust-building machine” for supply chain management	16
Examining the barriers to operationalization of humanitarian supply chains: lessons learned from COVID-19 crisis	16
Designing dynamic reverse logistics network for post-sale service	16
Mathematical formulation and hybrid meta-heuristic solution approaches for dynamic single row facility layout problem	16
Multiple criteria ranking method based on functional proximity index: un-weighted TOPSIS	16
Antecedents and consequents of industry 4.0 adoption using technology, organization and environment (TOE) framework: A meta-analysis	16
Optimal advance selling strategy with information provision for omni-channel retailers	16
A flexible robust model for blood supply chain network design problem	16
A mathematical model for managing the multi-dimensional impacts of the COVID-19 pandemic in supply chain of a high-demand item	16
A novel framework of credit risk feature selection for SMEs during industry 4.0	16
Cost functions are nonconvex in the outputs when the technology is nonconvex: convexification is not harmless	16
Using evolutionary game theory to study governments and logistics companies’ strategies for avoiding broken cold chains	16
Digital showroom strategies for dual-channel supply chains in the presence of consumer webrooming behavior	16
A multi-objective humanitarian pickup and delivery vehicle routing problem with drones	16
Joint optimisation of drone routing and battery wear for sustainable supply chain development: a mixed-integer programming model based on blockchain-enabled fleet sharing	16
Nonlinear optimization and support vector machines	16
A multi-objective stochastic programming model to configure a sustainable humanitarian logistics considering deprivation cost and patient severity	16
Inducing information transparency: The roles of gray market and dual-channel	16
Risk assessment in supply chains: a state-of-the-art review of methodologies and their applications	16
Interactive neutrosophic optimization technique for multiobjective programming problems: an application to pharmaceutical supply chain management	16
Optimal channel structure for a green supply chain with consumer green-awareness demand	16
A fuzzy optimization model for designing an efficient blood supply chain network under uncertainty and disruption	16
Supplier selection in closed loop pharma supply chain: a novel BWM–GAIA framework	15
A robust fuzzy stochastic model for the responsive-resilient inventory-location problem: comparison of metaheuristic algorithms	15
Forecasting carbon futures price: a hybrid method incorporating fuzzy entropy and extreme learning machine	15
Deep-learning model using hybrid adaptive trend estimated series for modelling and forecasting sales	15
A deep multitask learning approach for air quality prediction	15
Differential game theoretic analysis of the dynamic emission abatement in low-carbon supply chains	15
Influences of information sharing and online recommendations in a supply chain: reselling versus agency selling	15
Green efficiency performance analysis of the logistics industry in China: based on a kind of machine learning methods	15
Infection vulnerability stratification risk modelling of COVID-19 data: a deterministic SEIR epidemic model analysis	15
Product bundling and advertising strategy for a duopoly supply chain: a power-balance perspective	15
A deep learning-based approach for performance assessment and prediction: A case study of pulp and paper industries	15