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OpenAlex: !!python/object/new:pyalex.api.Topic

 dictitems:
   cited_by_count: 749132
   created_date: '2024-01-23'
   description: This cluster of papers focuses on the analysis of efficiency, productivity
     growth, and resource allocation in various sectors such as production processes,
     energy, banking, healthcare, and education. The papers employ methods like Data
     Envelopment Analysis (DEA) and non-parametric frontier models to measure technical,
     environmental, and energy efficiency, as well as to evaluate the performance
     of different organizations and industries.
   display_name: Efficiency Analysis in Production and Resource Allocation
   domain:
     display_name: Social Sciences
     id: https://openalex.org/domains/2
   field:
     display_name: Decision Sciences
     id: https://openalex.org/fields/18
   id: https://openalex.org/T10357
   ids:
     openalex: https://openalex.org/T10357
     wikipedia: https://en.wikipedia.org/wiki/Data_envelopment_analysis
   keywords:
   - Data Envelopment Analysis
   - Efficiency Measurement
   - Productivity Growth
   - Environmental Efficiency
   - DEA Models
   - Technical Efficiency
   - Energy Efficiency
   - Banking Efficiency
   - Non-parametric Frontier Models
   - DEA Applications
   siblings:
   - display_name: ABCD Analysis in Scholarly Research and Business
     id: https://openalex.org/T13480
   - display_name: Application of Grey System Theory in Forecasting
     id: https://openalex.org/T12368
   - display_name: Application of Soft Set Theory in Decision Making
     id: https://openalex.org/T11671
   - display_name: Data Quality Assessment and Improvement
     id: https://openalex.org/T11719
   - display_name: Data-Driven Decision-Making in Smart Manufacturing Systems
     id: https://openalex.org/T14260
   - display_name: Evolution of Risk Management Strategies and Techniques
     id: https://openalex.org/T14221
   - display_name: Experimental Design and Optimization Methods
     id: https://openalex.org/T11798
   - display_name: Implications of Data Analysis Methods
     id: https://openalex.org/T14328
   - display_name: Interdisciplinary Research across Science and Technology
     id: https://openalex.org/T13612
   - display_name: Measurement Invariance in Structural Equation Modeling
     id: https://openalex.org/T10467
   - display_name: Mechanism Design in Auctions and Procurement Contracts
     id: https://openalex.org/T11182
   - display_name: Meta-Synthesis Approach to Knowledge Science and Innovation
     id: https://openalex.org/T14369
   - display_name: Methods and Applications of Cluster Analysis in Various Fields
     id: https://openalex.org/T13609
   - display_name: Modeling Risk in Insurance and Finance
     id: https://openalex.org/T11720
   - display_name: Models and Dynamics of Technology Diffusion
     id: https://openalex.org/T12659
   - display_name: Multi-Criteria Decision Making
     id: https://openalex.org/T10050
   - display_name: Network Formation and Game Dynamics
     id: https://openalex.org/T11031
   - display_name: Optimization of Multi-Armed Bandit Problems
     id: https://openalex.org/T12101
   - display_name: Optimization of Staff Scheduling and Rostering
     id: https://openalex.org/T12401
   - display_name: Optimization Techniques in Simulation Modeling
     id: https://openalex.org/T11195
   - display_name: Predicting Stock Market Trends and Movements
     id: https://openalex.org/T11326
   - display_name: Project Scheduling under Uncertainty and Resource Constraints
     id: https://openalex.org/T12177
   - display_name: Representation and Critique of DIKW Hierarchy
     id: https://openalex.org/T14222
   - display_name: Research Methods in Business and Social Sciences
     id: https://openalex.org/T12926
   - display_name: Risk Management and Decision Making in Complex Systems
     id: https://openalex.org/T14465
   - display_name: Robust Optimization for Risk Management and Finance
     id: https://openalex.org/T11413
   - display_name: Spatial Microsimulation Models for Policy Analysis
     id: https://openalex.org/T14509
   - display_name: Success Factors in Project Management
     id: https://openalex.org/T10395
   - display_name: System Dynamics Modeling and Applications
     id: https://openalex.org/T11810
   - display_name: Theory and Application of Q Methodology in Research
     id: https://openalex.org/T13587
   - display_name: Theory of Constraints in Operations Management
     id: https://openalex.org/T13886
   - display_name: Theory-based Evaluation of Complex Interventions
     id: https://openalex.org/T12010
   - display_name: Time Series Forecasting Methods
     id: https://openalex.org/T11918
   subfield:
     display_name: Management Science and Operations Research
     id: https://openalex.org/subfields/1803
   updated_date: '2024-05-20T05:04:58.288571'
   works_count: 35427