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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 A.1.

Random-effects moderator analyses done separately for attitudes, intentions, and behaviors.


Attitudes Intentions Behaviors

MBA
Aspect
Variable Level d 95% CI k d 95% CI k d 95% CI k
Message Efficacy statements Included .39 [.13, .64] 38 .40 [.30, .49] 61 .43 [.20, .66] 32
Excluded .14 [.04, .25] 72 .27 [.17, .36] 100 .14 [−.05, .33] 38

Depicted susceptibility and severity Both .22 [.05, .38] 33 .35 [.23, .47] 62 .44 [.24, .63] 29
Susceptibility .48 [−.51, 1.47] 6 .37 [.15, .59] 18 .45 [.01, .88] 2
Severity .22 [.06, .37] 62 .29 [.20, .39] 68 .17 [−.08, .42] 34
Neither .19 [−.05, .43] 9 .20 [−.10, .49] 7 .02 [−.22, .26] 4

Behavior One-time versus repeated One-time .38 [.17, .59] 48 .46 [.35, .57] 48 .49 [.24, .74] 26
Repeated .11 [−.00, .22] 62 .24 [.16, .33] 115 .15 [−.02, .33] 44

Detection versus promotion/prevention Detection .22 [.03, .42] 16 .46 [.33, .58] 35 .23 [−.15, .61] 12
PP .22 [.10, .35] 94 .27 [.19, .34] 128 .28 [.12, .45] 58

Death and self-esteem SEE, DP .10 [−.32, .51] 6 .36 [.14, .58] 8 .61 [−.30, 1.53] 5
SEE, DA −.10 [−.33, .14] 4 .35 [.14, .56] 20 −.74 [−1.48, .01] 3
SEH, DP −.29 [−.87, .29] 7 .05 [−.23, .32] 14 −.02 [−.62, .59] 4
SEH, DA .42 [.01, .83] 1 .54 [.13, .95] 4 .39 [−1.56, 2.35] 2

Death and delay DP, same day .03 [−.13, .19] 33 .21 [.10, .32] 49 .35 [−.11, .82] 11
DP, 1–14 days .10 [−.41, .60] 1 .95 [.33, 1.57] 4
DP, 14+ days .68 [.37, .98] 4 .22 [−.10, .55] 2 .21 [.06, .36] 9
DA, same day .36 [.20, .51] 54 .37 [.27, .46] 91 .27 [.03, .52] 23
DA, 1–14 days −.15 [−.31, .02] 9 .34 [.04, .65] 12 −.17 [−.46, .13] 13
DA, 14+ days .44 [−.57, 1.45] 6 .25 [.05, .45] 8 .48 [.11, .85] 10

Audience Culture Collectivist .08 [−.18, .34] 10 .51 [.32, .70] 22 .41 [.10, .71] 14
Individualist .24 [.12, .36] 100 .27 [.20, .35] 141 .24 [.07, .41] 56

Stages of change Early .32 [.17, .47] 69 .31 [.22, .39] 98 .24 [.05, .43] 46
Late .42 [.07, .77] 9 .22 [.03, .42] 21 .61 [−.32, 1.53] 5

Note: SE = Self-esteem. DP = Death present in message. DA = Death absent in message. PP = Promotion/prevention. SEE = Self-esteem enhancing recommended behaviors. SEH = Self-esteem hindering recommended behaviors. 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. Dash (−) indicates there were no observations at a particular moderator level.