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Table 4 Video characteristics by dataset

From: Exploring the vaccine conversation on TikTok in Italy: beyond classic vaccine stances

 

Top Videos

(n = 754)

Vaccine Sceptics

(n = 180)

Total

(n = 934)

 

n

%

n

%

n

%

Number of single users

510

 

29

 

539

 

Play count, median (IQR)

24,600 (12,800–56,200)

320 (10–2018)

19,600 (10,800–50,300)

Share count, median (IQR)

58 (17–224)

2 (0–16)

51 (12–195)

Comment count, median (IQR)

73 (28–180)

2 (0–8)

57 (15–163)

COVID-19 or COVID-19 vaccine banner

579

76.8%

47

26.1%

626

67.0%

Q&A style

108

14.3%

19

10.6%

127

13.6%

Trend or challenge style

157

20.8%

0

0.0%

157

16.8%

Engaging music/lip sync

397

52.6%

79

43.9%

476

51.0%

Video format

      

Face to Camera

512

67.9%

28

15.6%

540

57.8%

Video or image with on-screen text

208

27.6%

114

63.3%

322

34.5%

Video without text

22

2.9%

10

5.6%

32

3.4%

Image without text

5

0.7%

12

6.6%

17

1.8%

Infographic

7

0.9%

16

8.9%

23

2.5%

Type of vaccine

      

anti-COVID-19

694

92.0%

171

95.0%

865

92.6%

other

60

8.0%

9

5.0%

69

7.4%

Information source

      

Social media posts

13

1.7%

17

9.4%

30

3.2%

Mainstream media

73

9.7%

90

50.0%

163

17.5%

Institutions (non scientific)

9

1.2%

3

1.7%

12

1.3%

Institutions (scientific)

17

2.3%

3

1.7%

20

2.1%

Unspecified source of information

26

3.5%

14

7.8%

40

4.3%

No information source reported

615

81.6%

53

29.4%

668

71.5%

Video’s topic

      

Safety

378

50.1%

93

51.7%

471

50.4%

Efficacy

82

10.9%

24

13.3%

106

11.3%

Herd immunity

16

2.1%

0

0.0%

16

1.7%

Strategy

79

10.5%

6

3.3%

85

9.1%

Conspiracy

33

4.4%

36

20.0%

69

7.4%

Freedom of choice

22

2.9%

17

9.4%

39

4.2%

Health Literacy

50

6.6%

0

0.0%

50

5.4%

Other

94

12.5%

4

2.2%

98

10.5%

Personal Storytelling

186

24.7%

4

2.2%

190

20.4%

Tone of voice

      

Neutral

101

13.4%

5

2.8%

106

11.4%

Enthusiastic

59

7.8%

1

0.6%

60

6.4%

Encouraging

54

7.2%

0

0.0%

54

5.8%

Supportive/empathic

32

4.2%

0

0.0%

32

3.4%

Questioning

17

2.2%

0

0.0%

17

1.8%

Polemical/complaining

105

13.9%

142

78.9%

247

26.5%

Worried

27

3.6%

23

12.8%

50

5.3%

Ironic

349

46.3%

9

5.0%

358

38.3%

Other

10

1.3%

0

0.0%

10

1.1%

Stance

      

Promotional

305

40.5%

0

0.0%

305

32.7%

Neutral

85

11.3%

2

1.1%

87

9.3%

Discouraging

73

9.7%

172

95.6%

245

26.2%

Ambiguous

23

3.1%

0

0.0%

23

2.5%

Indefinite/ironic

256

33.9%

3

1.7%

259

27.7%

Other

12

1.6%

3

1.7%

15

1.6%