Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

The Future of Coding: A Comparison of Hand-Coding and Three Types of Computer-Assisted Text Analysis Methods

14 references·16 citing·48 second hop

FromToDepth

this work references cited by second hop

References

2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
2009The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods5,768 cited
2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,149 cited
2003Shaping Abortion Discourse: Democracy and the Public Sphere in Germany and the United States762 cited
2009A Method of Automated Nonparametric Content Analysis for Social Science762 cited
2017Computational Grounded Theory: A Methodological Framework702 cited
1998Measuring Meaning Structures615 cited
2009A Bayesian Hierarchical Topic Model for Political Texts: Measuring Expressed Agendas in Senate Press Releases552 cited
1987The Fabrication of Meaning: Literary Interpretation in the United States, Great Britain, and the West Indies379 cited
2009Treating Words as Data with Error: Uncertainty in Text Statements of Policy Positions356 cited
2014The cultural environment: measuring culture with big data319 cited
2000Becoming a Nazi: A model for narrative networks247 cited
n.d.The structural topic model and applied social science

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

231 cited

Cited by

2020Inside the Black Box of Organizational Life: The Gendered Language of Performance Assessment144 cited
2022Text mining for social science – The state and the future of computational text analysis in sociology99 cited
2022The Who, What, When, and How of Industrial Policy: A Text-Based Approach89 cited
2022Politics as Usual? Measuring Populism, Nationalism, and Authoritarianism in U.S. Presidential Campaigns (1952–2020) with Neural Language Models86 cited
2018The Use of Text as Data Methods in Public Administration: A Review and an Application to Agency Priorities77 cited
2021Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts70 cited
2025Updating “The Future of Coding”: Qualitative Coding with Generative Large Language Models61 cited
2022The Augmented Social Scientist: Using Sequential Transfer Learning to Annotate Millions of Texts with Human-Level Accuracy54 cited
2021Social Media Communication about HPV Vaccine in China: A Study Using Topic Modeling and Survey47 cited
2019Comparing public communication in democracies and autocracies: automated text analyses of speeches by heads of government44 cited
2021Translanguaging/trans-semiotizing in teacher-learner interactions on social media: Making learner agency visible and achievable43 cited
2023Applying machine-learning to rapidly analyze large qualitative text datasets to inform the COVID-19 pandemic response: comparing human and machine-assisted topic analysis techniques42 cited
2020Automated Coding Using Machine Learning and Remapping the U.S. Nonprofit Sector: A Guide and Benchmark42 cited
2024Start Generating: Harnessing Generative Artificial Intelligence for Sociological Research41 cited
2020Humanistic interpretation and machine learning36 cited
2023Mapping Texts30 cited