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OpenAlex: !!python/object/new:pyalex.api.Topic
{
   dictitems:
  "id": "https://openalex.org/T10467",
    cited_by_count: 898272
   "display_name": "Measurement Invariance in Structural Equation Modeling",
    created_date: '2024-01-23'
  "description": "This cluster of papers focuses on the topic of measurement invariance in structural equation modeling, exploring concepts such as factor analysis, latent class analysis, reliability estimation, model fit indices, Likert scales, Cronbach's alpha, item response theory, and cross-cultural research. The papers discuss various methods and best practices for evaluating and ensuring measurement invariance across different groups and conditions.",
    description: This cluster of papers focuses on the topic of measurement invariance
  "keywords": [
      in structural equation modeling, exploring concepts such as factor analysis,
     "Structural Equation Modeling",
      latent class analysis, reliability estimation, model fit indices, Likert scales,
    "Measurement Invariance",
      Cronbach's alpha, item response theory, and cross-cultural research. The papers
    "Factor Analysis",
      discuss various methods and best practices for evaluating and ensuring measurement
    "Latent Class Analysis",
      invariance across different groups and conditions.
    "Reliability Estimation",
     display_name: Measurement Invariance in Structural Equation Modeling
     "Model Fit Indices",
     domain:
    "Likert Scales",
      display_name: Social Sciences
    "Cronbach's Alpha",
      id: https://openalex.org/domains/2
    "Item Response Theory",
     field:
    "Cross-Cultural Research"
      display_name: Decision Sciences
  ],
      id: https://openalex.org/fields/18
  "ids": {
     id: https://openalex.org/T10467
    "openalex": "https://openalex.org/T10467",
     ids:
     "wikipedia": "https://en.wikipedia.org/wiki/Measurement_invariance"
      openalex: https://openalex.org/T10467
  },
      wikipedia: https://en.wikipedia.org/wiki/Measurement_invariance
  "subfield": {
     keywords:
     "id": "https://openalex.org/subfields/1803",
    - Structural Equation Modeling
     "display_name": "Management Science and Operations Research"
    - Measurement Invariance
  },
     - Factor Analysis
  "field": {
    - Latent Class Analysis
    "id": "https://openalex.org/fields/18",
    - Reliability Estimation
    "display_name": "Decision Sciences"
    - Model Fit Indices
  },
    - Likert Scales
  "domain": {
    - Cronbach's Alpha
    "id": "https://openalex.org/domains/2",
    - Item Response Theory
     "display_name": "Social Sciences"
    - Cross-Cultural Research
  },
    siblings:
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     {
       id: https://openalex.org/T13480
      "id": "https://openalex.org/T13480",
    - display_name: Application of Grey System Theory in Forecasting
      "display_name": "ABCD Analysis in Scholarly Research and Business"
       id: https://openalex.org/T12368
    },
    - display_name: Application of Soft Set Theory in Decision Making
    {
       id: https://openalex.org/T11671
       "id": "https://openalex.org/T12368",
    - display_name: Data Quality Assessment and Improvement
      "display_name": "Application of Grey System Theory in Forecasting"
       id: https://openalex.org/T11719
    },
    - display_name: Data-Driven Decision-Making in Smart Manufacturing Systems
    {
       id: https://openalex.org/T14260
       "id": "https://openalex.org/T11671",
    - display_name: Efficiency Analysis in Production and Resource Allocation
      "display_name": "Application of Soft Set Theory in Decision Making"
       id: https://openalex.org/T10357
    },
    - display_name: Evolution of Risk Management Strategies and Techniques
    {
       id: https://openalex.org/T14221
       "id": "https://openalex.org/T11719",
    - display_name: Experimental Design and Optimization Methods
      "display_name": "Data Quality Assessment and Improvement"
       id: https://openalex.org/T11798
    },
    - display_name: Implications of Data Analysis Methods
    {
       id: https://openalex.org/T14328
       "id": "https://openalex.org/T14260",
    - display_name: Interdisciplinary Research across Science and Technology
      "display_name": "Data-Driven Decision-Making in Smart Manufacturing Systems"
       id: https://openalex.org/T13612
    },
    - display_name: Mechanism Design in Auctions and Procurement Contracts
    {
       id: https://openalex.org/T11182
       "id": "https://openalex.org/T10357",
    - display_name: Meta-Synthesis Approach to Knowledge Science and Innovation
      "display_name": "Efficiency Analysis in Production and Resource Allocation"
       id: https://openalex.org/T14369
    },
    - display_name: Methods and Applications of Cluster Analysis in Various Fields
    {
       id: https://openalex.org/T13609
       "id": "https://openalex.org/T14221",
    - display_name: Modeling Risk in Insurance and Finance
      "display_name": "Evolution of Risk Management Strategies and Techniques"
       id: https://openalex.org/T11720
    },
    - display_name: Models and Dynamics of Technology Diffusion
    {
       id: https://openalex.org/T12659
       "id": "https://openalex.org/T11798",
    - display_name: Multi-Criteria Decision Making
      "display_name": "Experimental Design and Optimization Methods"
       id: https://openalex.org/T10050
    },
    - display_name: Network Formation and Game Dynamics
    {
       id: https://openalex.org/T11031
       "id": "https://openalex.org/T14328",
    - display_name: Optimization of Multi-Armed Bandit Problems
      "display_name": "Implications of Data Analysis Methods"
       id: https://openalex.org/T12101
    },
    - display_name: Optimization of Staff Scheduling and Rostering
    {
       id: https://openalex.org/T12401
       "id": "https://openalex.org/T13612",
    - display_name: Optimization Techniques in Simulation Modeling
      "display_name": "Interdisciplinary Research across Science and Technology"
       id: https://openalex.org/T11195
    },
    - display_name: Predicting Stock Market Trends and Movements
    {
       id: https://openalex.org/T11326
       "id": "https://openalex.org/T11182",
    - display_name: Project Scheduling under Uncertainty and Resource Constraints
      "display_name": "Mechanism Design in Auctions and Procurement Contracts"
       id: https://openalex.org/T12177
    },
    - display_name: Representation and Critique of DIKW Hierarchy
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       id: https://openalex.org/T14222
       "id": "https://openalex.org/T14369",
    - display_name: Research Methods in Business and Social Sciences
      "display_name": "Meta-Synthesis Approach to Knowledge Science and Innovation"
       id: https://openalex.org/T12926
    },
    - display_name: Risk Management and Decision Making in Complex Systems
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       id: https://openalex.org/T14465
       "id": "https://openalex.org/T13609",
    - display_name: Robust Optimization for Risk Management and Finance
      "display_name": "Methods and Applications of Cluster Analysis in Various Fields"
       id: https://openalex.org/T11413
    },
    - display_name: Spatial Microsimulation Models for Policy Analysis
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       id: https://openalex.org/T14509
       "id": "https://openalex.org/T11720",
    - display_name: Success Factors in Project Management
      "display_name": "Modeling Risk in Insurance and Finance"
       id: https://openalex.org/T10395
    },
    - display_name: System Dynamics Modeling and Applications
    {
       id: https://openalex.org/T11810
       "id": "https://openalex.org/T12659",
    - display_name: Theory and Application of Q Methodology in Research
      "display_name": "Models and Dynamics of Technology Diffusion"
       id: https://openalex.org/T13587
    },
    - display_name: Theory of Constraints in Operations Management
    {
       id: https://openalex.org/T13886
       "id": "https://openalex.org/T10050",
    - display_name: Theory-based Evaluation of Complex Interventions
      "display_name": "Multi-Criteria Decision Making"
       id: https://openalex.org/T12010
    },
    - display_name: Time Series Forecasting Methods
    {
      id: https://openalex.org/T11918
       "id": "https://openalex.org/T11031",
    subfield:
      "display_name": "Network Formation and Game Dynamics"
      display_name: Management Science and Operations Research
    },
      id: https://openalex.org/subfields/1803
    {
    updated_date: '2024-05-20T05:16:08.481371'
       "id": "https://openalex.org/T12101",
    works_count: 16207
      "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/T14465",
      "display_name": "Risk Management and Decision Making in Complex Systems"
    },
    {
       "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"
    }
  ],
  "works_count": 16379,
  "cited_by_count": 955371,
  "updated_date": "2024-07-29T05:50:51.679828",
  "created_date": "2024-01-23"
}

Latest revision as of 14:03, 30 August 2024

{

 "id": "https://openalex.org/T10467",
 "display_name": "Measurement Invariance in Structural Equation Modeling",
 "description": "This cluster of papers focuses on the topic of measurement invariance in structural equation modeling, exploring concepts such as factor analysis, latent class analysis, reliability estimation, model fit indices, Likert scales, Cronbach's alpha, item response theory, and cross-cultural research. The papers discuss various methods and best practices for evaluating and ensuring measurement invariance across different groups and conditions.",
 "keywords": [
   "Structural Equation Modeling",
   "Measurement Invariance",
   "Factor Analysis",
   "Latent Class Analysis",
   "Reliability Estimation",
   "Model Fit Indices",
   "Likert Scales",
   "Cronbach's Alpha",
   "Item Response Theory",
   "Cross-Cultural Research"
 ],
 "ids": {
   "openalex": "https://openalex.org/T10467",
   "wikipedia": "https://en.wikipedia.org/wiki/Measurement_invariance"
 },
 "subfield": {
   "id": "https://openalex.org/subfields/1803",
   "display_name": "Management Science and Operations Research"
 },
 "field": {
   "id": "https://openalex.org/fields/18",
   "display_name": "Decision Sciences"
 },
 "domain": {
   "id": "https://openalex.org/domains/2",
   "display_name": "Social Sciences"
 },
 "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/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"
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   {
     "id": "https://openalex.org/T12926",
     "display_name": "Research Methods in Business and Social Sciences"
   },
   {
     "id": "https://openalex.org/T14465",
     "display_name": "Risk Management and Decision Making in Complex Systems"
   },
   {
     "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"
   }
 ],
 "works_count": 16379,
 "cited_by_count": 955371,
 "updated_date": "2024-07-29T05:50:51.679828",
 "created_date": "2024-01-23"

}