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Text as Data Methods for Education Research
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References

  • 2016Measuring Economic Policy Uncertainty*12,311 cited
  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
  • 2004Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination4,498 cited
  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2014Structural Topic Models for Open‐Ended Survey Responses1,967 cited
  • 2019stm : An R Package for Structural Topic Models1,713 cited
  • 2009A Method of Automated Nonparametric Content Analysis for Social Science762 cited
  • 2016A Model of Text for Experimentation in the Social Sciences734 cited
  • 1967The General Inquirer: A Computer Approach to Content Analysis.723 cited
  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 2009How to Analyze Political Attention with Minimal Assumptions and Costs670 cited
  • 2016Handbook of Research on Teaching594 cited
  • 2001Parents Explain More Often to Boys Than to Girls During Shared Scientific Thinking482 cited
  • 2017Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It466 cited
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Males Under-Estimate Academic Performance of Their Female Peers in Undergraduate Biology Classrooms
265 cited
  • 1990Gender differences in teacher‐student interactions in science classrooms236 cited
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    • 2021Decentralization and recentralization of Korean curriculum documents 2012–2017: a novel approach to text mining in curriculum studies4 cited
    • 2025Comparing Textual Data Analysis Methods in Science Education Research1 cited