Qualitative research practices can be used to assess social media data such as analyzing sentiment, retweets, or shares.

Qualitative research practices can be used to assess social media data such as analyzing sentiment, retweets, or shares.

• A. True
• B. False
• C. Not applicable
• D. Sometimes

Answer: (A)

Qualitative research focuses on meaning, context, and interpretation rather than just numbers. Social media data are rich in text, conversations, and visuals, which qualitative methods can unpack. Analyzing sentiment qualitatively means looking beyond a simple positive/negative score to understand how people express feelings, attitudes, and positions in posts and comments, including tone, nuance, sarcasm, and context, and then interpreting patterns across the dataset. Examining retweets or shares with a qualitative lens asks why certain content resonates, what narratives or frames are being circulated, and how networks and communities shape sharing choices. While counts of retweets and shares provide quantitative engagement measures, qualitative analysis explores the content and discourse around those actions to reveal motivations and meanings. In practice, qualitative approaches are often used alongside quantitative data in mixed-methods studies on social media, offering a fuller understanding of how people talk about and spread content.

Qualitative research focuses on meaning, context, and interpretation rather than just numbers. Social media data are rich in text, conversations, and visuals, which qualitative methods can unpack. Analyzing sentiment qualitatively means looking beyond a simple positive/negative score to understand how people express feelings, attitudes, and positions in posts and comments, including tone, nuance, sarcasm, and context, and then interpreting patterns across the dataset.

Examining retweets or shares with a qualitative lens asks why certain content resonates, what narratives or frames are being circulated, and how networks and communities shape sharing choices. While counts of retweets and shares provide quantitative engagement measures, qualitative analysis explores the content and discourse around those actions to reveal motivations and meanings.

In practice, qualitative approaches are often used alongside quantitative data in mixed-methods studies on social media, offering a fuller understanding of how people talk about and spread content.