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Title:           Gender-sensitive sentiment analysis for estimating the emotional climate in online teacher education
Subject:         Learning Environments Research, https://doi.org/10.1007/s10984-022-09405-1
Keywords:        Gender; Online learning; Sentiment analysis; Teacher training; Virtual learning environments
Author:          Mireia Usart 
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     Item: 
      Title: Gender-sensitive sentiment analysis for estimating the emotional climate in online teacher education
      Children: 
       Item: 
        Title: Abstract
       Item: 
        Title: Introduction
       Item: 
        Title: Background
        Children: 
         Item: 
          Title: Formative assessment and emotional climate in teacher training
         Item: 
          Title: Using sentiment analysis (SA) to improve formative assessment in online learning environments
       Item: 
        Title: Method
        Children: 
         Item: 
          Title: Context of study
         Item: 
          Title: Aim and research questions
         Item: 
          Title: Instruments and data retrieval
         Item: 
          Title: Sample
         Item: 
          Title: Data analysis
          Children: 
           Item: 
            Title: Descriptive sentiment analysis
           Item: 
            Title: Complementary qualitative analysis of participants’ satisfaction with the program
           Item: 
            Title: Validating SA with correlational analysis
       Item: 
        Title: Findings
        Children: 
         Item: 
          Title: Relationship between SA and participants’ achievement (RQ1)
         Item: 
          Title: Relationship between SA and participants’ gender (RQ1 and RQ2)
       Item: 
        Title: Discussion
        Children: 
         Item: 
          Title: Positive emotional climate is related to participants’ gender and the design of activity (RQ1)
         Item: 
          Title: Sentiment expression is related to participants’ achievement, but not significantly (RQ1)
         Item: 
          Title: Gender differences are found in participants’ satisfaction with the program, evidencing a connection with their sentiment expression (RQ2)
       Item: 
        Title: Conclusions and implications
       Item: 
        Title: References
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