Gc. Oconnor et al., THE VALUE OF COMPETITION AMONG AGENCIES IN DEVELOPING AD CAMPAIGNS - REVISITING GROSS MODEL, Journal of advertising, 25(1), 1996, pp. 51-62
Conventionally, an advertiser's spending on the creative component of
an advertising campaign is small in relation to the media budget and i
s channeled exclusively to a single advertising agency. Gross challeng
ed those conventions more than 20 years ago, using a mathematical mode
l of advertising effectiveness. His model suggested spending more on t
he creative component and doing so in a competition among several inde
pendent sources. The model assumed a normal distribution of effectiven
ess of advertisements. Data on response to consumer product ads show t
hat the distribution of effectiveness is not normal, but quite skewed.
Using Monte Carlo simulations and Gross's framework the authors find
that the skewness strengthens the case for competition. Shifting a siz
able percentage of a campaign budget away from media spending and into
competitive generation of creative renderings apparently can be very
profitable.