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. Author manuscript; available in PMC: 2018 Jan 30.
Published in final edited form as: Psychol Bull. 2015 Nov;141(6):1178–1204. doi: 10.1037/a0039729

Table 4.

Moderator analysis results for methodological variables.

Variable Level d 95% CI k
Study source Journal article .28 [.21, .35] 226
Other .32 [.00, .63] 22

Institution of first author University or college .29 [.21, .36] 228
Research center .25 [−.05, .55] 14

Sampled population General population .14 [.00, .29] 45
University students .34 [.24, .43] 145
High school students .35 [.09, .60] 17
Children .25 [−.03, .53] 13
Other .18 [−.04, .39] 24

Participants run in groups Yes .30 [.21, .38] 135
No .32 [.20, .43] 75

Study setting Laboratory .25 [.15, .35] 137
Field .31 [.22, .41] 107

Message specificity Single specific target .30 [.22, .39] 182
Multiple specific targets .22 [.02, .42] 26
Multiple non-specific targets .26 [.10, .42] 35

Measured fear in the study Yes .30 [.18, .41] 71
No .28 [.20, .36] 177

Media of message Text information .36 [.25, .47] 93
Pictures/videos .20 [.09, .31] 73

Health related message Yes .28 [.20, .35] 202
No .31 [.13, .49] 43

Study domain Dental hygiene .06 [−.16, .28] 14
Driving safety .11 [−.10, .33] 27
HIV/STDs .37 [.20, .54] 33
Drinking/drugs .49 [.25, .74] 20
Smoking .26 [.13, .40] 40
Cancer prevention .16 [−.01, .34] 26
Disease prevention .40 [.19, .61] 51
General safety .22 [.03, .40] 13
Environment/society .24 [.02, .45] 13
Other .39 [.11, .68] 11

Note: d = Standardized mean effect size estimated meta-analytically for the indicated moderator level. 95% CI = The 95% confidence interval for d. k = The number of studies for each moderator level.