
What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication
ORIGINAL RESEARCH — Volume 15 — February 22, 2018
PEER REVIEWED
Figure.
Number of tweets, by group subsample over time, indicating the day with the most tweets for each group, study of twitter messages related to the human papillomavirus vaccine, August 2014-July 2015.
| Date Created | Type of Tweet, No. | ||
|---|---|---|---|
| Health Professional User | Health Professional to Parent | Parent Audience | |
| 1-Aug-14 | 43 | 1 | 32 |
| 2-Aug-14 | 38 | 1 | 14 |
| 3-Aug-14 | 35 | 2 | 62 |
| 4-Aug-14 | 43 | 0 | 133 |
| 5-Aug-14 | 103 | 8 | 63 |
| 6-Aug-14 | 46 | 1 | 38 |
| 7-Aug-14 | 71 | 2 | 30 |
| 8-Aug-14 | 39 | 4 | 30 |
| 9-Aug-14 | 38 | 0 | 20 |
| 10-Aug-14 | 41 | 1 | 31 |
| 11-Aug-14 | 46 | 1 | 39 |
| 12-Aug-14 | 72 | 5 | 56 |
| 13-Aug-14 | 50 | 5 | 36 |
| 14-Aug-14 | 33 | 7 | 39 |
| 15-Aug-14 | 25 | 0 | 122 |
| 16-Aug-14 | 19 | 2 | 57 |
| 17-Aug-14 | 15 | 1 | 76 |
| 18-Aug-14 | 111 | 2 | 154 |
| 19-Aug-14 | 109 | 2 | 107 |
| 20-Aug-14 | 108 | 10 | 82 |
| 21-Aug-14 | 73 | 4 | 57 |
| 22-Aug-14 | 57 | 4 | 16 |
| 23-Aug-14 | 39 | 1 | 19 |
| 24-Aug-14 | 19 | 0 | 23 |
| 25-Aug-14 | 50 | 4 | 31 |
| 26-Aug-14 | 53 | 3 | 62 |
| 27-Aug-14 | 41 | 0 | 28 |
| 28-Aug-14 | 47 | 7 | 110 |
| 29-Aug-14 | 34 | 5 | 63 |
| 30-Aug-14 | 22 | 2 | 59 |
| 31-Aug-14 | 25 | 2 | 28 |
| 1-Sep-14 | 38 | 6 | 39 |
| 2-Sep-14 | 24 | 1 | 11 |
| 3-Sep-14 | 18 | 2 | 36 |
| 4-Sep-14 | 50 | 0 | 46 |
| 5-Sep-14 | 66 | 0 | 27 |
| 6-Sep-14 | 28 | 2 | 36 |
| 7-Sep-14 | 23 | 4 | 20 |
| 8-Sep-14 | 61 | 1 | 76 |
| 9-Sep-14 | 97 | 10 | 68 |
| 10-Sep-14 | 116 | 3 | 53 |
| 11-Sep-14 | 107 | 31 | 126 |
| 12-Sep-14 | 30 | 3 | 37 |
| 13-Sep-14 | 33 | 0 | 21 |
| 14-Sep-14 | 30 | 1 | 10 |
| 15-Sep-14 | 62 | 6 | 47 |
| 16-Sep-14 | 86 | 1 | 73 |
| 17-Sep-14 | 150 | 6 | 49 |
| 18-Sep-14 | 106 | 2 | 30 |
| 19-Sep-14 | 59 | 3 | 24 |
| 20-Sep-14 | 62 | 6 | 25 |
| 21-Sep-14 | 68 | 4 | 34 |
| 22-Sep-14 | 160 | 7 | 63 |
| 23-Sep-14 | 63 | 4 | 68 |
| 24-Sep-14 | 54 | 4 | 70 |
| 25-Sep-14 | 59 | 6 | 40 |
| 26-Sep-14 | 36 | 3 | 29 |
| 27-Sep-14 | 48 | 2 | 20 |
| 28-Sep-14 | 25 | 0 | 23 |
| 29-Sep-14 | 39 | 5 | 36 |
| 30-Sep-14 | 54 | 7 | 61 |
| 1-Oct-14 | 87 | 4 | 39 |
| 2-Oct-14 | 61 | 0 | 37 |
| 3-Oct-14 | 45 | 1 | 54 |
| 4-Oct-14 | 23 | 1 | 8 |
| 5-Oct-14 | 30 | 2 | 28 |
| 6-Oct-14 | 54 | 1 | 36 |
| 7-Oct-14 | 190 | 6 | 37 |
| 8-Oct-14 | 145 | 4 | 156 |
| 9-Oct-14 | 40 | 1 | 38 |
| 10-Oct-14 | 18 | 3 | 37 |
| 11-Oct-14 | 44 | 3 | 26 |
| 12-Oct-14 | 33 | 1 | 6 |
| 13-Oct-14 | 52 | 4 | 70 |
| 14-Oct-14 | 53 | 0 | 15 |
| 15-Oct-14 | 51 | 1 | 36 |
| 16-Oct-14 | 35 | 2 | 38 |
| 17-Oct-14 | 23 | 2 | 61 |
| 18-Oct-14 | 17 | 1 | 21 |
| 19-Oct-14 | 29 | 0 | 33 |
| 20-Oct-14 | 79 | 0 | 38 |
| 21-Oct-14 | 39 | 1 | 27 |
| 22-Oct-14 | 40 | 1 | 60 |
| 23-Oct-14 | 30 | 1 | 42 |
| 24-Oct-14 | 38 | 5 | 30 |
| 25-Oct-14 | 23 | 0 | 28 |
| 26-Oct-14 | 20 | 4 | 18 |
| 27-Oct-14 | 22 | 0 | 13 |
| 28-Oct-14 | 30 | 1 | 17 |
| 29-Oct-14 | 68 | 3 | 26 |
| 30-Oct-14 | 46 | 2 | 43 |
| 31-Oct-14 | 42 | 0 | 28 |
| 1-Nov-14 | 33 | 1 | 21 |
| 2-Nov-14 | 18 | 0 | 8 |
| 3-Nov-14 | 37 | 0 | 16 |
| 4-Nov-14 | 23 | 2 | 11 |
| 5-Nov-14 | 62 | 0 | 49 |
| 6-Nov-14 | 80 | 7 | 35 |
| 7-Nov-14 | 69 | 8 | 68 |
| 8-Nov-14 | 30 | 3 | 38 |
| 9-Nov-14 | 38 | 7 | 21 |
| 10-Nov-14 | 96 | 5 | 34 |
| 11-Nov-14 | 93 | 3 | 16 |
| 12-Nov-14 | 122 | 2 | 23 |
| 13-Nov-14 | 98 | 18 | 126 |
| 14-Nov-14 | 50 | 7 | 62 |
| 15-Nov-14 | 42 | 0 | 14 |
| 16-Nov-14 | 28 | 1 | 50 |
| 17-Nov-14 | 67 | 6 | 57 |
| 18-Nov-14 | 75 | 4 | 39 |
| 19-Nov-14 | 77 | 3 | 26 |
| 20-Nov-14 | 75 | 13 | 136 |
| 21-Nov-14 | 56 | 3 | 28 |
| 22-Nov-14 | 30 | 0 | 32 |
| 23-Nov-14 | 42 | 3 | 30 |
| 24-Nov-14 | 40 | 3 | 29 |
| 25-Nov-14 | 33 | 8 | 28 |
| 26-Nov-14 | 19 | 2 | 45 |
| 27-Nov-14 | 9 | 1 | 53 |
| 28-Nov-14 | 15 | 2 | 9 |
| 29-Nov-14 | 7 | 4 | 9 |
| 30-Nov-14 | 7 | 0 | 3 |
| 1-Dec-14 | 14 | 0 | 3 |
| 2-Dec-14 | 15 | 1 | 17 |
| 3-Dec-14 | 132 | 0 | 27 |
| 4-Dec-14 | 116 | 5 | 62 |
| 5-Dec-14 | 43 | 1 | 111 |
| 6-Dec-14 | 20 | 2 | 20 |
| 7-Dec-14 | 49 | 6 | 30 |
| 8-Dec-14 | 117 | 3 | 23 |
| 9-Dec-14 | 96 | 8 | 86 |
| 10-Dec-14 | 134 | 2 | 55 |
| 11-Dec-14 | 205 | 5 | 68 |
| 12-Dec-14 | 0 | 0 | 0 |
| 13-Dec-14 | 0 | 0 | 0 |
| 14-Dec-14 | 0 | 0 | 0 |
| 15-Dec-14 | 0 | 0 | 0 |
| 16-Dec-14 | 0 | 0 | 0 |
| 17-Dec-14 | 0 | 0 | 0 |
| 18-Dec-14 | 0 | 0 | 0 |
| 19-Dec-14 | 0 | 0 | 0 |
| 20-Dec-14 | 0 | 0 | 0 |
| 21-Dec-14 | 0 | 0 | 0 |
| 22-Dec-14 | 0 | 0 | 0 |
| 23-Dec-14 | 0 | 0 | 0 |
| 24-Dec-14 | 0 | 0 | 0 |
| 25-Dec-14 | 0 | 0 | 0 |
| 26-Dec-14 | 0 | 0 | 0 |
| 27-Dec-14 | 0 | 0 | 0 |
| 28-Dec-14 | 0 | 0 | 0 |
| 29-Dec-14 | 0 | 0 | 0 |
| 30-Dec-14 | 0 | 0 | 0 |
| 31-Dec-14 | 36 | 5 | 42 |
| 1-Jan-15 | 32 | 1 | 11 |
| 2-Jan-15 | 49 | 10 | 37 |
| 3-Jan-15 | 33 | 8 | 31 |
| 4-Jan-15 | 27 | 2 | 12 |
| 5-Jan-15 | 30 | 4 | 17 |
| 6-Jan-15 | 89 | 14 | 69 |
| 7-Jan-15 | 146 | 8 | 54 |
| 8-Jan-15 | 132 | 4 | 89 |
| 9-Jan-15 | 147 | 5 | 91 |
| 10-Jan-15 | 65 | 1 | 34 |
| 11-Jan-15 | 36 | 3 | 30 |
| 12-Jan-15 | 62 | 3 | 60 |
| 13-Jan-15 | 72 | 2 | 39 |
| 14-Jan-15 | 92 | 7 | 37 |
| 15-Jan-15 | 84 | 7 | 90 |
| 16-Jan-15 | 111 | 5 | 81 |
| 17-Jan-15 | 68 | 3 | 41 |
| 18-Jan-15 | 39 | 0 | 30 |
| 19-Jan-15 | 43 | 4 | 36 |
| 20-Jan-15 | 90 | 12 | 89 |
| 21-Jan-15 | 75 | 7 | 106 |
| 22-Jan-15 | 178 | 39 | 412 |
| 23-Jan-15 | 71 | 3 | 76 |
| 24-Jan-15 | 58 | 20 | 275 |
| 25-Jan-15 | 78 | 4 | 71 |
| 26-Jan-15 | 76 | 5 | 68 |
| 27-Jan-15 | 76 | 2 | 75 |
| 28-Jan-15 | 92 | 26 | 171 |
| 29-Jan-15 | 45 | 8 | 48 |
| 30-Jan-15 | 37 | 2 | 19 |
| 31-Jan-15 | 12 | 1 | 23 |
| 1-Feb-15 | 22 | 1 | 35 |
| 2-Feb-15 | 62 | 7 | 165 |
| 3-Feb-15 | 98 | 10 | 139 |
| 4-Feb-15 | 127 | 28 | 494 |
| 5-Feb-15 | 83 | 11 | 92 |
| 6-Feb-15 | 105 | 7 | 95 |
| 7-Feb-15 | 67 | 1 | 25 |
| 8-Feb-15 | 100 | 0 | 63 |
| 9-Feb-15 | 165 | 2 | 51 |
| 10-Feb-15 | 196 | 3 | 66 |
| 11-Feb-15 | 90 | 8 | 158 |
| 12-Feb-15 | 102 | 3 | 107 |
| 13-Feb-15 | 44 | 5 | 32 |
| 14-Feb-15 | 41 | 1 | 50 |
| 15-Feb-15 | 58 | 0 | 22 |
| 16-Feb-15 | 57 | 1 | 27 |
| 17-Feb-15 | 129 | 5 | 24 |
| 18-Feb-15 | 99 | 0 | 24 |
| 19-Feb-15 | 170 | 2 | 95 |
| 20-Feb-15 | 74 | 2 | 54 |
| 21-Feb-15 | 146 | 4 | 91 |
| 22-Feb-15 | 70 | 1 | 60 |
| 23-Feb-15 | 98 | 3 | 27 |
| 24-Feb-15 | 102 | 14 | 66 |
| 25-Feb-15 | 80 | 4 | 67 |
| 26-Feb-15 | 65 | 8 | 82 |
| 27-Feb-15 | 68 | 4 | 62 |
| 28-Feb-15 | 35 | 1 | 29 |
| 1-Mar-15 | 23 | 0 | 29 |
| 2-Mar-15 | 70 | 2 | 33 |
| 3-Mar-15 | 65 | 4 | 39 |
| 4-Mar-15 | 67 | 3 | 54 |
| 5-Mar-15 | 80 | 3 | 27 |
| 6-Mar-15 | 109 | 3 | 80 |
| 7-Mar-15 | 44 | 0 | 24 |
| 8-Mar-15 | 58 | 4 | 25 |
| 9-Mar-15 | 85 | 6 | 29 |
| 10-Mar-15 | 83 | 3 | 30 |
| 11-Mar-15 | 100 | 1 | 35 |
| 12-Mar-15 | 78 | 5 | 62 |
| 13-Mar-15 | 65 | 0 | 19 |
| 14-Mar-15 | 77 | 1 | 31 |
| 15-Mar-15 | 35 | 0 | 21 |
| 16-Mar-15 | 55 | 1 | 25 |
| 17-Mar-15 | 33 | 2 | 32 |
| 18-Mar-15 | 16 | 8 | 18 |
| 19-Mar-15 | 0 | 0 | 0 |
| 20-Mar-15 | 0 | 0 | 0 |
| 21-Mar-15 | 0 | 0 | 0 |
| 22-Mar-15 | 0 | 0 | 0 |
| 23-Mar-15 | 43 | 2 | 15 |
| 24-Mar-15 | 40 | 9 | 60 |
| 25-Mar-15 | 97 | 7 | 87 |
| 26-Mar-15 | 77 | 4 | 37 |
| 27-Mar-15 | 34 | 2 | 126 |
| 28-Mar-15 | 39 | 0 | 19 |
| 29-Mar-15 | 44 | 1 | 109 |
| 30-Mar-15 | 35 | 7 | 278 |
| 31-Mar-15 | 50 | 2 | 44 |
| 1-Apr-15 | 78 | 4 | 182 |
| 2-Apr-15 | 167 | 13 | 130 |
| 3-Apr-15 | 43 | 5 | 23 |
| 4-Apr-15 | 46 | 1 | 17 |
| 5-Apr-15 | 44 | 10 | 40 |
| 6-Apr-15 | 47 | 0 | 25 |
| 7-Apr-15 | 47 | 23 | 150 |
| 8-Apr-15 | 34 | 2 | 63 |
| 9-Apr-15 | 35 | 5 | 70 |
| 10-Apr-15 | 61 | 2 | 21 |
| 11-Apr-15 | 24 | 0 | 18 |
| 12-Apr-15 | 22 | 2 | 33 |
| 13-Apr-15 | 381 | 10 | 83 |
| 14-Apr-15 | 186 | 3 | 42 |
| 15-Apr-15 | 132 | 1 | 36 |
| 16-Apr-15 | 52 | 0 | 114 |
| 17-Apr-15 | 44 | 1 | 74 |
| 18-Apr-15 | 22 | 0 | 30 |
| 19-Apr-15 | 21 | 1 | 32 |
| 20-Apr-15 | 79 | 2 | 69 |
| 21-Apr-15 | 136 | 11 | 99 |
| 22-Apr-15 | 135 | 1 | 90 |
| 23-Apr-15 | 153 | 8 | 57 |
| 24-Apr-15 | 133 | 32 | 141 |
| 25-Apr-15 | 41 | 2 | 26 |
| 26-Apr-15 | 50 | 0 | 17 |
| 27-Apr-15 | 178 | 5 | 50 |
| 28-Apr-15 | 75 | 1 | 32 |
| 29-Apr-15 | 102 | 1 | 57 |
| 30-Apr-15 | 110 | 3 | 36 |
| 1-May–15 | 76 | 2 | 33 |
| 2-May–15 | 25 | 0 | 21 |
| 3-May–15 | 32 | 2 | 25 |
| 4-May–15 | 63 | 2 | 23 |
| 5-May–15 | 63 | 3 | 31 |
| 6-May–15 | 75 | 18 | 136 |
| 7-May–15 | 62 | 4 | 46 |
| 8-May–15 | 56 | 15 | 45 |
| 9-May–15 | 26 | 5 | 20 |
| 10-May–15 | 37 | 3 | 18 |
| 11-May–15 | 49 | 1 | 25 |
| 12-May–15 | 111 | 3 | 27 |
| 13-May–15 | 255 | 2 | 19 |
| 14-May–15 | 74 | 2 | 24 |
| 15-May–15 | 61 | 0 | 9 |
| 16-May–15 | 23 | 0 | 4 |
| 17-May–15 | 26 | 0 | 27 |
| 18-May–15 | 43 | 1 | 49 |
| 19-May–15 | 20 | 1 | 19 |
| 20-May–15 | 54 | 10 | 101 |
| 21-May–15 | 27 | 1 | 9 |
| 22-May–15 | 43 | 21 | 59 |
| 23-May–15 | 5 | 0 | 4 |
| 24-May–15 | 3 | 1 | 2 |
| 25-May–15 | 18 | 0 | 4 |
| 26-May–15 | 11 | 0 | 16 |
| 27-May–15 | 14 | 0 | 8 |
| 28-May–15 | 19 | 1 | 9 |
| 29-May–15 | 17 | 0 | 17 |
| 30-May–15 | 16 | 0 | 11 |
| 31-May–15 | 18 | 2 | 14 |
| 1-Jun-15 | 33 | 1 | 17 |
| 2-Jun-15 | 63 | 1 | 20 |
| 3-Jun-15 | 53 | 9 | 34 |
| 4-Jun-15 | 54 | 6 | 54 |
| 5-Jun-15 | 49 | 0 | 34 |
| 6-Jun-15 | 46 | 3 | 21 |
| 7-Jun-15 | 45 | 1 | 16 |
| 8-Jun-15 | 35 | 6 | 72 |
| 9-Jun-15 | 53 | 6 | 89 |
| 10-Jun-15 | 332 | 6 | 90 |
| 11-Jun-15 | 102 | 5 | 51 |
| 12-Jun-15 | 38 | 4 | 32 |
| 13-Jun-15 | 0 | 0 | 0 |
| 14-Jun-15 | 0 | 0 | 0 |
| 15-Jun-15 | 0 | 0 | 0 |
| 16-Jun-15 | 0 | 0 | 0 |
| 17-Jun-15 | 0 | 0 | 0 |
| 18-Jun-15 | 0 | 0 | 0 |
| 19-Jun-15 | 0 | 0 | 0 |
| 20-Jun-15 | 0 | 0 | 0 |
| 21-Jun-15 | 5 | 0 | 4 |
| 22-Jun-15 | 93 | 3 | 42 |
| 23-Jun-15 | 88 | 1 | 270 |
| 24-Jun-15 | 54 | 0 | 95 |
| 25-Jun-15 | 81 | 6 | 49 |
| 26-Jun-15 | 47 | 0 | 105 |
| 27-Jun-15 | 34 | 2 | 68 |
| 28-Jun-15 | 36 | 1 | 19 |
| 29-Jun-15 | 45 | 1 | 14 |
| 30-Jun-15 | 64 | 0 | 23 |
| 1-Jul-15 | 50 | 5 | 227 |
| 2-Jul-15 | 86 | 5 | 29 |
| 3-Jul-15 | 36 | 4 | 20 |
| 4-Jul-15 | 26 | 0 | 14 |
| 5-Jul-15 | 32 | 3 | 69 |
| 6-Jul-15 | 48 | 2 | 53 |
| 7-Jul-15 | 51 | 2 | 77 |
| 8-Jul-15 | 64 | 3 | 36 |
| 9-Jul-15 | 50 | 1 | 60 |
| 10-Jul-15 | 62 | 3 | 59 |
| 11-Jul-15 | 30 | 1 | 30 |
| 12-Jul-15 | 31 | 1 | 36 |
| 13-Jul-15 | 114 | 4 | 41 |
| 14-Jul-15 | 100 | 4 | 39 |
| 15-Jul-15 | 64 | 1 | 21 |
| 16-Jul-15 | 53 | 0 | 33 |
| 17-Jul-15 | 63 | 1 | 10 |
| 18-Jul-15 | 21 | 0 | 25 |
| 19-Jul-15 | 19 | 1 | 44 |
| 20-Jul-15 | 49 | 5 | 32 |
| 21-Jul-15 | 47 | 0 | 22 |
| 22-Jul-15 | 72 | 4 | 32 |
| 23-Jul-15 | 86 | 9 | 57 |
| 24-Jul-15 | 51 | 2 | 16 |
| 25-Jul-15 | 38 | 3 | 36 |
| 26-Jul-15 | 28 | 0 | 14 |
| 27-Jul-15 | 41 | 1 | 15 |
| 28-Jul-15 | 75 | 6 | 47 |
| 29-Jul-15 | 32 | 1 | 13 |
| Total | 20,821 | 1,245 | 16,971 |
| Percentage | 5.98 | 7.34 | |
The opinions expressed by authors contributing to this journal do not necessarily reflect the opinions of the U.S. Department of Health and Human Services, the Public Health Service, the Centers for Disease Control and Prevention, or the authors’ affiliated institutions.