Table 3 Topic clustering of videos about patient’s experience and sentiment analysis of comments (N = 71)
N (%) | Mentioned poor prognosis (N (%)) | Average number of views (Mean ± SD) | Average number of recommend (Mean ± SD) | Comments (included in the analysis) | Comments (%) | ||||
|---|---|---|---|---|---|---|---|---|---|
Positive | Neutral | Negative | |||||||
Topic 1 | Symptoms and detection of thyroid cancer | 6 (8.5) | 0 (0.0) | 6,273.5 ± 2,826.7 | 73.5 ± 21.8 | 96 (85) | 51.8 | 8.2 | 40.0 |
Topic 2 | Diagnosis process of thyroid cancer | 5 (7.0) | 0 (0.0) | 84,926.6 ± 46,847.6 | 1,085.8 ± 622.0 | 1,339 (1,185) | 57.9 | 9.6 | 32.5 |
Topic 3 | Treatment process and aftertreatment of thyroid cancer | 28 (39.4) | 14(50.0) | 61,179.9 ± 35,843.2 | 589.4 ± 387.5 | 3,553 (2,977) | 63.6 | 19.8 | 16.7 |
Topic 4 | Management after thyroid cancer treatment | 9 (12.7) | 2(22.2) | 34,412.3 ± 28,568.0 | 813.1 ± 712.3 | 774 (672) | 74.3 | 10.6 | 15.2 |
Topic 5 | Thyroid cancer sequelae/ complications | 13 (18.3) | 10 (76.9) | 13,756.4 ± 4,343.1 | 160.1 ± 36.6 | 546 (470) | 56.6 | 20.4 | 23.0 |
Topic 6 | The story of overcoming thyroid cancer | 10 (14.1) | 2(20.0) | 1,863.6 ± 579.7 | 49.9 ± 13.5 | 152 (131) | 82.4 | 9.2 | 8.4 |