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.