Effects of Message Style and Source on Environmental Concern: The
Moderating Role of Environmental Values and the Mediating Role of Ad
Effectiveness
2. Hypotheses
H1 (total/direct): Green ads increase environmental
concern (EC). Expect partial mediation by ad
effectiveness (AE); direct effect remains after controlling for AE.
H2 (moderation): Environmental values (VBN)
moderate the effects of Style (informational vs
emotional) and Source (NGO vs government vs company).
High VBN → informational > emotional on AE and EC.
Low VBN → emotional ≥ informational.
H3 (mediation): AE mediates the effect of ads on
EC.
H3b (moderated mediation): The indirect effect via
AE varies with VBN (index of moderated mediation ≠ 0).
Probing moderation: simple slopes at VBN = -1, 0,
+1; pairwise comparisons of Style within Source across VBN levels
(Holm-corrected).
Mediation: Report indirect effect a×b and its 95%
CI. Moderated mediation via conditional indirect effects at VBN = -1, 0,
+1 and the index of moderated mediation.
Missing data: listwise for primary outcomes;
sensitivity analyses with multiple imputation if >5% missing.
Alpha: .05, two-tailed. Familywise control for
multiple simple-slope tests (Holm).
9. Power
Determined by simulation with mixed-effects structure (see
power_simulation_template.R). We target ≥ .80 for the Style×VBN
interaction and ≥ .70 for the three-way, assuming effect sizes in the
small-to-moderate range.
10. Data & Code Availability
We will share anonymized data, stimuli thumbnails/links, and
analysis code on OSF upon publication.
11. Deviations
Any deviations from the above will be transparently noted in the
final report.