The best replacement for discourse analysis is content analysis.

The best alternatives to discourse analysis are rated as following:
★★★★★  content analysis
★★★★  conversation analysis
★★  thematic analysis
★★  critical discourse analysis
★  grounded theory
★  textual analysis
  conversational analysis

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discourse analysis
content analysis
conversation analysis