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{

 "OpenAlex": {
   "cited_by_count": 123544,
   "created_date": "2024-01-23",
   "description": "This cluster of papers covers a wide range of topics related to risk management, decision making in complex systems, financial crisis prevention, leadership styles, customer satisfaction, supply chain management, machine learning applications, corporate image, and global risks. The papers discuss various aspects of risk assessment, strategic foresight, and the impact of different leadership styles on organizational performance and customer satisfaction.",
   "display_name": "Risk Management and Decision Making in Complex Systems",
   "domain": {
     "id": "https://openalex.org/domains/2",
     "display_name": "Social Sciences"
   },
   "field": {
     "id": "https://openalex.org/fields/18",
     "display_name": "Decision Sciences"
   },
   "id": "https://openalex.org/T14465",
   "ids": {
     "openalex": "https://openalex.org/T14465",
     "wikipedia": "https://en.wikipedia.org/wiki/Risk_management"
   },
   "keywords": [
     "Risk Management",
     "Decision Making",
     "Complex Systems",
     "Financial Crisis",
     "Leadership Styles",
     "Customer Satisfaction",
     "Supply Chain Management",
     "Machine Learning",
     "Corporate Image",
     "Global Risks"
   ],
   "siblings": [
     {
       "id": "https://openalex.org/T13480",
       "display_name": "ABCD Analysis in Scholarly Research and Business"
     },
     {
       "id": "https://openalex.org/T12368",
       "display_name": "Application of Grey System Theory in Forecasting"
     },
     {
       "id": "https://openalex.org/T11671",
       "display_name": "Application of Soft Set Theory in Decision Making"
     },
     {
       "id": "https://openalex.org/T11719",
       "display_name": "Data Quality Assessment and Improvement"
     },
     {
       "id": "https://openalex.org/T14260",
       "display_name": "Data-Driven Decision-Making in Smart Manufacturing Systems"
     },
     {
       "id": "https://openalex.org/T10357",
       "display_name": "Efficiency Analysis in Production and Resource Allocation"
     },
     {
       "id": "https://openalex.org/T14221",
       "display_name": "Evolution of Risk Management Strategies and Techniques"
     },
     {
       "id": "https://openalex.org/T11798",
       "display_name": "Experimental Design and Optimization Methods"
     },
     {
       "id": "https://openalex.org/T14328",
       "display_name": "Implications of Data Analysis Methods"
     },
     {
       "id": "https://openalex.org/T13612",
       "display_name": "Interdisciplinary Research across Science and Technology"
     },
     {
       "id": "https://openalex.org/T10467",
       "display_name": "Measurement Invariance in Structural Equation Modeling"
     },
     {
       "id": "https://openalex.org/T11182",
       "display_name": "Mechanism Design in Auctions and Procurement Contracts"
     },
     {
       "id": "https://openalex.org/T14369",
       "display_name": "Meta-Synthesis Approach to Knowledge Science and Innovation"
     },
     {
       "id": "https://openalex.org/T13609",
       "display_name": "Methods and Applications of Cluster Analysis in Various Fields"
     },
     {
       "id": "https://openalex.org/T11720",
       "display_name": "Modeling Risk in Insurance and Finance"
     },
     {
       "id": "https://openalex.org/T12659",
       "display_name": "Models and Dynamics of Technology Diffusion"
     },
     {
       "id": "https://openalex.org/T10050",
       "display_name": "Multi-Criteria Decision Making"
     },
     {
       "id": "https://openalex.org/T11031",
       "display_name": "Network Formation and Game Dynamics"
     },
     {
       "id": "https://openalex.org/T12101",
       "display_name": "Optimization of Multi-Armed Bandit Problems"
     },
     {
       "id": "https://openalex.org/T12401",
       "display_name": "Optimization of Staff Scheduling and Rostering"
     },
     {
       "id": "https://openalex.org/T11195",
       "display_name": "Optimization Techniques in Simulation Modeling"
     },
     {
       "id": "https://openalex.org/T11326",
       "display_name": "Predicting Stock Market Trends and Movements"
     },
     {
       "id": "https://openalex.org/T12177",
       "display_name": "Project Scheduling under Uncertainty and Resource Constraints"
     },
     {
       "id": "https://openalex.org/T14222",
       "display_name": "Representation and Critique of DIKW Hierarchy"
     },
     {
       "id": "https://openalex.org/T12926",
       "display_name": "Research Methods in Business and Social Sciences"
     },
     {
       "id": "https://openalex.org/T11413",
       "display_name": "Robust Optimization for Risk Management and Finance"
     },
     {
       "id": "https://openalex.org/T14509",
       "display_name": "Spatial Microsimulation Models for Policy Analysis"
     },
     {
       "id": "https://openalex.org/T10395",
       "display_name": "Success Factors in Project Management"
     },
     {
       "id": "https://openalex.org/T11810",
       "display_name": "System Dynamics Modeling and Applications"
     },
     {
       "id": "https://openalex.org/T13587",
       "display_name": "Theory and Application of Q Methodology in Research"
     },
     {
       "id": "https://openalex.org/T13886",
       "display_name": "Theory of Constraints in Operations Management"
     },
     {
       "id": "https://openalex.org/T12010",
       "display_name": "Theory-based Evaluation of Complex Interventions"
     },
     {
       "id": "https://openalex.org/T11918",
       "display_name": "Time Series Forecasting Methods"
     }
   ],
   "subfield": {
     "id": "https://openalex.org/subfields/1803",
     "display_name": "Management Science and Operations Research"
   },
   "updated_date": "2024-08-19T06:10:55.284989",
   "works_count": 9588,
   "oa_id": "T14465"
 }

}

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