SYSTEMS AND METHODS FOR ASSESSING ADVERTISING EFFECTIVENESS USING NEUROLOGICAL DATA
Example methods, systems and machine readable instructions are disclosed for assessing advertising effectiveness based on neurological data. An example method includes analyzing neuro-response data from a panelist exposed to media to determine a first score representative of an attention level of the panelist, a second score representative of an emotional engagement of the panelist, and a third score representative of memory activity of the panelist. In addition, the example method includes calculating a persuasion metric, a novelty metric and an awareness metric based on the first, second and third scores.
1 . A method, comprising:
analyzing, using a processor, neuro-response data from a panelist exposed to media to determine a first score representative of an attention level of the panelist, a second score representative of an emotional engagement of the panelist, and a third score representative of memory activity of the panelist; and
calculating, with the processor, a persuasion metric, a novelty metric and an awareness metric for the media based on the first, second and third scores.
2 . The method of claim 1 further comprising weighting at least one of the first, second or third score to emphasize at least a corresponding one of the attention level, the emotional engagement or the memory activity.
3 . The method of claim 2 , wherein the media comprises an advertisement associated with at least one of a brand, a target demographic, a geographic distribution or a marketing medium and the weighting is customized based on at least one of the brand, the target demographic, the geographic distribution or the marketing medium.
4 . The method of claim 1 further comprising determining an effectiveness of the media based on the first, second and third scores.
5 . The method of claim 1 further comprising determining an effectiveness of the media based on the persuasion metric, the novelty metric and the awareness metric.
6 . The method of claim 1 wherein the persuasion metric is based on the second and third scores.
7 . The method of claim 1 wherein the novelty metric is based on the first and third scores.
8 . The method of claim 1 wherein the awareness metric is based on the first and second scores.
9 . The method of claim 1 , wherein the neuro-response data includes first encephalographic data from a first frequency band of brain activity of the panelist and second encephalographic data from a second frequency band of the brain activity, the second frequency band being different from the first frequency band.
10 . The method of claim 9 , wherein the neuro-response data is representative of an interaction between the first frequency band and the second frequency band.
11 . The method of claim 1 , wherein the neuro-response data includes first data collected using a first data collection modality and second data collected using a second data collection modality, the second data collection modality being different than the first data collection modality.
12 . A system comprising:
a data collector to obtain neuro-response data from a panelist exposed to media; and
a data analyzer to analyze the neuro-response data to determine a first score representative of an attention level of the panelist, a second score representative of an emotional engagement of the panelist, and a third score representative of a memory activity of the panelist, and to calculate a persuasion metric, a novelty metric and an awareness metric for the media based on the first, second and third scores.
13 . The system of claim 12 , wherein the media comprises an advertisement associated with at least one of a brand, a target demographic or a geographic distribution, and the data analyzer is to weigh at least one of the first, second or third score to emphasize at least one of the attention level, the emotional engagement or the memory activity based on at least one of the brand, the target demographic or the geographic distribution.
14 . The system of claim 12 , wherein the data analyzer is to determine an effectiveness of the media based on at least one of the first, second and third scores or the persuasion, novelty and awareness metrics.
15 . The system of claim 12 wherein the persuasion metric is based on the second and third scores, the novelty metric is based on the first and third scores, and the awareness metric is based on the first and second scores.
16 . The system of claim 12 , wherein the neuro-response data includes first encephalographic data from a first frequency band of brain activity of the panelist and second encephalographic data from a second frequency band of the brain activity, the second frequency band being different from the first frequency band, and the neuro-response data is representative of an interaction between the first frequency band and the second frequency band.
17 . The system of claim 12 , wherein the data collector includes a first sensor to collect first neuro-response data using a first data collection modality and a second sensor to collect second neuro-response data using a second data collection modality, the second data collection modality being different than the first data collection modality.
18 . A tangible machine readable medium storing instructions thereon which, when executed, cause a machine to at least:
analyze neuro-response data from a panelist exposed to media to determine a first score representative of an attention level of the panelist, a second score representative of an emotional engagement of the panelist, and a third score representative of memory activity of the panelist; and
calculate a persuasion metric, a novelty metric and an awareness metric for the media based on the first, second and third scores.
19 . The machine readable medium of claim 18 wherein the instructions further cause the machine to determine an effectiveness of the media based on at least one of the first, second and third scores or the persuasion, novelty and awareness metrics.
20 . The machine readable medium of claim 18 , wherein the persuasion metric is based on the second and third scores, the novelty metric is based on the first and third scores and the awareness metric is based on the first and second scores.