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Sociological Methods & Research· 2018Q1

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

Laura K. Nelson, Derek Burk, Marcel Knudsen, Leslie McCall

Short summary

Supervised machine learning (SML) best replicates hand-coded results for analyzing complex theoretical concepts in text, though dictionary and unsupervised methods also offer complementary strengths.

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Field: General Social Sciences

General Social SciencesSocial Sciences