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Table 5 Use of health belief model constructs across influencer categories in instagram post captions

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

179 (15%)

208 (17%)

301 (25%)

414 (34%)

103 (9%)

1,205

Politicians

20 (6%)

42 (13%)

71 (21%)

113 (34%)

88 (26%)

334

Public Health and Government

9 (2%)

27 (6%)

147 (30%)

144 (30%)

159 (33%)

486

Science Communicators

31 (6%)

62 (13%)

97 (20%)

121 (25%)

182 (4%)

493

Brand Influencers and Celebrities

1 (2%)

2 (3%)

20 (31%)

26 (41%)

15 (23%)

64

  1. 1% determined by dividing the use of each construct by the total number of uses of constructs across influencer category
  2. X2 = 334.166 on 16 degrees of freedom, p < 0.05