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Automatic Coding of Text Answers to Open-Ended Questions: Should You Double Code the Training Data?
7 references·6 citing·39 second hop
Automatic Coding of Text Answers to Open-Ended Questions: Should You Double Code the Training Data? (2019)Automatic Coding of Text Answers to Open-…Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text (2017)Computer‐Assisted Keyword and…Semi-automated categorization of open-ended questions (2015)Semi-automated categorization…Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Text as Data: The Promise and…Coding Issues in Modality Analysis (2009)Coding Issues in Modality Ana…Reliability in Coding Open-Ended Data: Lessons Learned from HIV Behavioral Research (2004)Reliability in Coding Open-En…Occupational Classification (ISCO-88): Concepts, Methods, Reliability, Validity and Cross-National Comparability (1997)Occupational Classification (…Coding Choices for Textual Analysis: A Comparison of Content Analysis and Map Analysis (1993)Coding Choices for Textual An…Bridging Qualitative Data Silos: The Potential of Reusing Codings Through Machine Learning Based Cross-Study Code Linking (2023)Bridging Qualitative Data Sil…A Review of Text Answer Coding Methods for Open-Ended Questions in Questionnaires (2023)A Review of Text Answer Codin…How to prepare data for the automatic classification of politically related beliefs expressed on Twitter? The consequences of researchers’ decisions on the number of coders, the algorithm learning procedure, and the pre-processing steps on the performance of supervised models (2022)How to prepare data for the a…Automatic Coding Mechanisms for Open-Ended Questions in Journalism Surveys: An Application Guide (2022)Automatic Coding Mechanisms f…A Machine Learning Model Helps Process Interviewer Comments in Computer-assisted Personal Interview Instruments: A Case Study (2022)A Machine Learning Model Help…On the Automatic Coding of Text Answers to Open-ended Questions in Surveys (2021)On the Automatic Coding of Te…Personal Knowledge: Towards a Post-Critical Philosophy (1959)Content Analysis for the Social Sciences and Humanities. (1970)Content Analysis: An Introduction to its Methodology. (1984)Social Movements and Networks (2003)An array of qualitative data analysis tools: A call for data analysis triangulation. (2007)Building a Conceptual Framework: Philosophy, Definitions, and Procedure (2009)Culture in Action: Symbols and Strategies (1986)A deeper look at how teachers say what they say: A quantitative modality analysis of teacher-to-teacher talk (2012)Semantic text analysis and the measurement of ideological developments within fledgling democracies (2014)Automatic Coding of Open-ended Questions into Multiple Classes: Whether and How to Use Double Coded Data (2019)Content Analysis: An Introduction to Its Methodology (2019)Structural Topic Models for Open‐Ended Survey Responses (2014)The Content Analysis Guidebook (2017)stm : An R Package for Structural Topic Models (2019)Text as Data (2019)A Coefficient of Agreement for Nominal Scales (1960)The Measurement of Observer Agreement for Categorical Data (1977)Handbook of Qualitative Research (1994)Qualitative research and content validity: developing best practices based on science and experience (2009)Intercoder Reliability in Qualitative Research: Debates and Practical Guidelines (2020)Psychological impacts from COVID-19 among university students: Risk factors across seven states in the United States (2021)Text Mining Infrastructure in R (2008)Machines that Learn how to Code Open-Ended Survey Data (2010)Necessary but Insufficient (2017)Some Methodological Uses of Responses to Open Questions and Other Verbatim Comments in Quantitative Surveys (2017)Tree-based Machine Learning Methods for Survey Research (2018)A Method of Automated Nonparametric Content Analysis for Social Science (2009)Data fusion (2009)How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument (2017)How the news media activate public expression and influence national agendas (2017)Pricing Climate Change Exposure (2023)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)Six Provocations for Big Data (2011)Constructing grounded theory. A practical guide through qualitative analysis (2006)Social Research Methods: Qualitative and Quantitative Approaches (2012)The SAGE Handbook of Qualitative Data Analysis (2014)Coming to Grips with a Changing Class Structure (2006)Developing agency through good work: Longitudinal effects of job autonomy and skill utilization on locus of control (2015)A Review of occupation-based social classifications for social survey research (2016)
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References

  • 2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
  • 2004Reliability in Coding Open-Ended Data: Lessons Learned from HIV Behavioral Research829 cited
  • 1993Coding Choices for Textual Analysis: A Comparison of Content Analysis and Map Analysis590 cited
  • 2017Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text229 cited
  • 1997Occupational Classification (ISCO-88): Concepts, Methods, Reliability, Validity and Cross-National Comparability96 cited
  • 2015Semi-automated categorization of open-ended questions49 cited
  • 2009Coding Issues in Modality Analysis26 cited

Cited by

  • 2022Automatic Coding Mechanisms for Open-Ended Questions in Journalism Surveys: An Application Guide8 cited
  • 2022How to prepare data for the automatic classification of politically related beliefs expressed on Twitter? The consequences of researchers’ decisions on the number of coders, the algorithm learning procedure, and the pre-processing steps on the performance of supervised models5 cited
  • 2023Bridging Qualitative Data Silos: The Potential of Reusing Codings Through Machine Learning Based Cross-Study Code Linking2 cited
  • 2022A Machine Learning Model Helps Process Interviewer Comments in Computer-assisted Personal Interview Instruments: A Case Study1 cited
  • 2023A Review of Text Answer Coding Methods for Open-Ended Questions in Questionnaires1 cited
  • 2021

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On the Automatic Coding of Text Answers to Open-ended Questions in Surveys
1 cited