Methodological Feature | N (%) | Study citation/s |
---|---|---|
Manual Analysis | Â | Â |
 Deductive content analysis | 9 (25%) | |
 Deductive/inductive content analysis | 6 (16.7%) | |
 Inductive content analysis | 8 (22.2%) | |
 Inductive thematic analysis | 1 (2.8%) | [52] |
 Deductive content analysis & inductive thematic analysis | 1 (2.8%) | [34] |
Computer Assisted Analysis | Â | Â |
 Manual content analysis and machine learning | 5 (13.9%) | |
 Linguistic analysis | 3 (8.3%) | |
 Sentiment analysis and topic modelling | 2 (5.6%) | |
 N-gram language modelling | 1 (2.8%) | [42] |
Unit of Analysis | Â | Â |
 Text | 28 (77.8%) | [19, 20, 24,25,26,27,28,29,30,31,32,33,34,35, 37,38,39,40,41,42,43,44,45,46,47,48, 53, 57] |
 Image | 3 (8.3%) | |
 Caption | 2 (5.6%) | |
 Comments | 8 (22.2%) | |
 Video | 4 (11.1%) | |
 Likes, shares, etc. | 15 (41.7%) | |
 Links | 3 (8.3%) | |
 Social media profile/demographics | 14 (38.9%) | |
 Co-occurring hashtags | 1 (2.8%) | [41] |
 Follower count | 1 (2.8%) | [26] |