An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness

This paper aims to assess which ad element-related eye movement behaviors could predict the traditional advertising effectiveness of high-order for video advertising. The data were obtained from 61 participants, each stimulated by six video ads, via an eye tracking method and questionnaires. A logis...

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Main Authors: Xuebai Zhang, Shyan-Ming Yuan
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8281105/
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spelling doaj-0f57fa2c4f3e4a9e8f6f9f7ab9e7b4872021-03-29T20:45:19ZengIEEEIEEE Access2169-35362018-01-016106991070710.1109/ACCESS.2018.28022068281105An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and EffectivenessXuebai Zhang0https://orcid.org/0000-0002-7572-5378Shyan-Ming Yuan1https://orcid.org/0000-0002-3621-9528Department of Computer Science, National Chiao Tung University, Hsinchu, TaiwanDepartment of Computer Science, National Chiao Tung University, Hsinchu, TaiwanThis paper aims to assess which ad element-related eye movement behaviors could predict the traditional advertising effectiveness of high-order for video advertising. The data were obtained from 61 participants, each stimulated by six video ads, via an eye tracking method and questionnaires. A logistic regression was conducted to predict high and low ad effectiveness with regard to element-related eye indicators. Three core constructs of high-order advertising effectiveness commonly used in research address the memory (ad recall), affect (attitude toward ad and attitude toward brand) and desirability (purchase intention) of consumers. Three key advertising elements (product, brand, and endorser) were tracked, presented by three eye movement indicators (transformed fixation time (TFT), transformed fixation number (TFN), and average gaze duration (AGD)). The findings indicated that three items are related to attitude toward ad (product-related AGD, brand-related AGD and endorser-related TFT), attitude toward brand (brand-related TFN and AGD, endorser-related TFT), and purchase intention (product-related AGD, brand-related TFN and endorser-related TFN). However, only two items of them are related to recall (product-related AGD and brand-related TFN). Furthermore, for all ad outcomes, consistently, eye movements on product elements and endorser elements tend to positively related to ad effectiveness, while eye movements on brand elements tent to negatively.https://ieeexplore.ieee.org/document/8281105/Eye trackingvideo advertisingdynamic AOIad elementsadvertising effectiveness
collection DOAJ
language English
format Article
sources DOAJ
author Xuebai Zhang
Shyan-Ming Yuan
spellingShingle Xuebai Zhang
Shyan-Ming Yuan
An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
IEEE Access
Eye tracking
video advertising
dynamic AOI
ad elements
advertising effectiveness
author_facet Xuebai Zhang
Shyan-Ming Yuan
author_sort Xuebai Zhang
title An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
title_short An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
title_full An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
title_fullStr An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
title_full_unstemmed An Eye Tracking Analysis for Video Advertising: Relationship Between Advertisement Elements and Effectiveness
title_sort eye tracking analysis for video advertising: relationship between advertisement elements and effectiveness
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description This paper aims to assess which ad element-related eye movement behaviors could predict the traditional advertising effectiveness of high-order for video advertising. The data were obtained from 61 participants, each stimulated by six video ads, via an eye tracking method and questionnaires. A logistic regression was conducted to predict high and low ad effectiveness with regard to element-related eye indicators. Three core constructs of high-order advertising effectiveness commonly used in research address the memory (ad recall), affect (attitude toward ad and attitude toward brand) and desirability (purchase intention) of consumers. Three key advertising elements (product, brand, and endorser) were tracked, presented by three eye movement indicators (transformed fixation time (TFT), transformed fixation number (TFN), and average gaze duration (AGD)). The findings indicated that three items are related to attitude toward ad (product-related AGD, brand-related AGD and endorser-related TFT), attitude toward brand (brand-related TFN and AGD, endorser-related TFT), and purchase intention (product-related AGD, brand-related TFN and endorser-related TFN). However, only two items of them are related to recall (product-related AGD and brand-related TFN). Furthermore, for all ad outcomes, consistently, eye movements on product elements and endorser elements tend to positively related to ad effectiveness, while eye movements on brand elements tent to negatively.
topic Eye tracking
video advertising
dynamic AOI
ad elements
advertising effectiveness
url https://ieeexplore.ieee.org/document/8281105/
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