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Table 6 Use of health belief model constructs across influencer categories in instagram post images

From: A content analysis of Canadian influencer crisis messages on Instagram and the public’s response during COVID-19

Influencer Category

Severity

n(%)1

Susceptibility

n(%)1

Benefits

n(%)1

Barriers

n(%)1

Cues to Action/Efficacy

n(%)1

Total Constructs Used

News Media

85 (19%)

56 (13%)

155 (35%)

127 (28%)

25 (6%)

448

Politicians

9 (7%)

14 (11%)

14 (11%)

23 (18%)

39 (30%)

99

Public Health and Government

4 (5%)

12 (14%)

39 (46%)

65 (77%)

47 (28%)

167

Science Communicators

27 (8%)

58 (16%)

56 (16%)

71 (20%)

149 (41%)

361

Brand Influencers and Celebrities

0 (0%)

1 (7%)

4 (29%)

2 (14%)

7 (50%)

14

  1. 1% determined by dividing the use of each construct by the total number of uses of constructs across influencer category
  2. X2 = 221.794 on 16 degrees of freedom, p < 0.05