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. 2020 Aug 24;22(8):e21360. doi: 10.2196/21360

Table 1.

Identification of positive and negative predictors of the number of shares, comments, and likes using a negative binomial regression model.

Dimensions and subdimensions Shares Comments Likes

β SE 95% CI P value β SE 95% CI P value β SE 95% CI P value
Content

Action –.071 0.068 0.816-1.063 .29 .096 0.063 0.973-1.244 .13 .049 0.080 0.899-1.228 .53

New evidence –.253 0.064 0.685-0.881 <.001 a .003 0.060 0.893-1.128 .95 –.053 0.077 0.816-1.102 .49

Reassurance –.053 0.072 0.824-1.092 .46 –.080 0.066 0.812-1.049 .22 –.059 0.086 0.797-1.116 .495

Disease prevention .057 0.078 0.909-1.234 .46 –.019 0.074 0.848-1.134 .79 –.054 0.097 0.783-1.145 .57

Health care services –.097 0.077 0.780-1.055 .21 .029 0.067 0.902-1.174 .67 .070 0.089 0.902-1.276 .43

Uncertainty –.090 0.138 0.697-1.197 .51 –.012 0.115 0.788-1.239 .92 .019 0.150 0.759-1.368 .90
Style

Narrative .283 0.064 1.170-1.506 <.001 .069 0.055 0.961-1.194 .21 .129 0.074 0.984-1.316 .08

Nonnarrative –.223 0.068 1.094-1.427 .001 .037 0.061 0.921-1.169 .54 .108 0.078 0.955-1.299 .17
Interactive

Links to external sources .319 0.087 1.160-1.633 < .001 .022 0.071 0.889-1.175 .76 .088 0.090 0.915-1.303 .33

Use of hashtags .079 0.081 0.923-1.268 .33 .059 0.070 0.925-1.216 .40 .016 0.092 0.848-1.217 .87

Use of questions to solicit feedback –.121 0.106 0.720-1.092 .26 –.321 0.090 0.608-0.865 <.001 –.463 0.116 0.501-0.790 <.001

Use of multimedia .057 0.023 1.011-1.108 .02 –.010 0.022 0.948-1.033 .64 –.046 0.029 0.903-1.011 .11

aItalics indicate a significant relationship.