MSc Marketing Management
Master Thesis Defense Session
The impact of nature’s scale invariance on
consumer behavior: A new marketing trick?
Table of Contents
› Fractal Geometry
› Problem Statement
› Conceptual Model
› Hypotheses
› Research Design
› Results
› General Conclusion
› Practical Implications
Problem Statement
› ‘The current research tries to examine whether
fractal-like
properties
in visual advertisements will lead to more positive
consumer behavior in regards to
intention to purchase
and
Hypotheses
› H1: The more extreme the spatial frequencies in an advertisement, the lower the
intention to purchase and the willingness to recommend;
› H2: The effect of different levels of spatial frequencies in an advertisement on
intention to purchase and willingness to recommend, is mediated by aesthetic liking;
› H3: The more extreme (high or low) the spatial frequencies, the less the
aesthetic liking of the advertisement;
› H3b: Observing the advertisement from a hedonic perspective, will create
higher aesthetic liking compared to the utilitarian perspective;
› H4: The higher the aesthetic liking, the higher the intention to purchase and
willingness to recommend;
› H4b: The effect of aesthetic liking on intention to purchase and willingness to
recommend will be greater if the advertisement is observed from a hedonic perspective;
› H5: The effect of aesthetic liking on the intention to purchase and willingness to
Research Design
› 3 (level of
spatial frequency
: high, intermediate and low) x 2 (type ofmotivation
: hedonic and utilitarian) between-subjects design› Online questionnaire:
231
respondents (92 men/139 women, average age of 28)o Behavioral Identification Form, designed to test the respondents’ construal level;
o Next, specific scenario pushed respondents to be hedonic or utilitarian motivated;
Results
› Controlled for figure-ground contrast › H1: Rejected
› ANOVA test: no statistically significant main effect of the level of spatial frequency on the ITP and WTR.
› WTR: interesting pairwise comparisons
Results
› H2: Rejected› Hayes mediation analysis showed no significant mediation effect of
aesthetic liking on the relationship between level of spatial frequency and the ITP and WTR.
› Exploratory perspective: type of motivation & interaction › H3: Rejected
› The two-way ANOVA revealed no statistically significant main effect of the level of spatial frequency on aesthetic liking (p = .781 > .05).
› H3b: Rejected
Results
› H4: Accepted› A correlation analysis showed that the level of aesthetic liking has a positive influence on the ITP and WTR.
› H4b: Rejected
Results
› H5: Rejected› Interesting; reversed significant result on the ITP!
› The respondents’ construal level enhances the relationship between aesthetic liking and the ITP. The higher the construal level (i.e., the more abstract people think), the stronger this relationship.
› Possible explanations
General Conclusion
› Expectations not really confirmed, although some interesting findings. › At the end, it can be concluded that the use of different levels of spatial
Practical Implications
› Impact of low-level visual properties (e.g., fractal-like properties) for marketing purposes
Limitations & Future Research
› The two different scenario’s› Studies in ‘real-life’ scenario (comparing consumer behavior over different types of motivation)
› Manipulation in background › Within-subjects design