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Sales Effects of Visual Marketing Factors in Internet Shopping: Empirical Evidence Based on Eye Tracking

Research Project

Project/Area Number 17K18152
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Commerce
Management
Research InstitutionKansai University (2022)
Toyo University (2017-2021)

Principal Investigator

LI ZHEN  関西大学, 商学部, 准教授 (30759923)

Project Period (FY) 2017-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsアイトラッキング / ビジュアル・マーケティング / 消費者行動 / デジタル・マーケティング / マーケティング・サイエンス / ニューロ・マーケティング / 視線計測 / マーケティング効果 / 購買意思決定 / 視線追跡 / 媒介効果 / 視覚的注意 / ビジュアル効果 / ビジュアルマーケティング / オンライン市場 / ウェブ・クローリング / 商学 / 消費者行動分析 / オンラインショッピング
Outline of Final Research Achievements

Existing research on advertising and consumer purchasing behavior has heavily relied on single data sources, such as questionnaires, which makes it challenging to capture the processes through which advertisements influence purchasing behavior. Additionally, there are instances where questionnaire responses do not align with actual purchasing behavior.
This study aimed to overcome these limitations by integrating attention data collected through eye-tracking technology with traditional survey data and sales data. By modeling the relationship between visual stimuli, changes in consumer eye movement, and marketing effects, this study revealed the consumer's decision-making process from a visual perspective. Specifically, attention data was collected through experiments, and multiple gaze indicators were developed to understand how consumers focus on advertising information and which elements they find interesting, while also grasping the influence on their purchasing decisions.

Academic Significance and Societal Importance of the Research Achievements

本研究は、視線情報とマーケティングの考え方を統合して利用する研究であり、視覚刺激と注視反応などの指標を組み込んだ新しい消費者行動モデルを提案することで、従来の研究アプローチでは十分把握できなかった消費者の購買意思決定プロセスを一層明らかにすることができる。
また、本研究は、広告や視覚刺激、消費者の視線の変化、購買結果の相互的関係を解明することで、学術分野のみならず、マーケティング事業や広告事業にも貢献している。本研究に基づいた消費者行動モデルや測定指標を活用することで、より効果的な広告戦略やマーケティング戦略を展開することができると考えられる。

Report

(7 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (18 results)

All 2022 2021 2020 2019 2018 2017 Other

All Int'l Joint Research (1 results) Journal Article (9 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 8 results,  Open Access: 5 results) Presentation (8 results) (of which Int'l Joint Research: 4 results)

  • [Int'l Joint Research] Donghua University(中国)

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Time-of-day effects on (un)healthy product purchases: Insights from diverse consumer behavior data2022

    • Author(s)
      Yang Shuai、Wang Yizhe、Li Zhen、Chen Chiyin、Yu Ziyue
    • Journal Title

      Journal of Business Research

      Volume: 152 Pages: 447-460

    • DOI

      10.1016/j.jbusres.2022.07.058

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The influence of social commerce on eco‐friendly consumer behavior: Technological and social roles2022

    • Author(s)
      Gao Biao、Li Zhen、Yan Jun
    • Journal Title

      Journal of Consumer Behaviour

      Volume: - Issue: 4 Pages: 653-672

    • DOI

      10.1002/cb.2022

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Duration of price promotion and product profit: An in-depth study based on point-of-sale data2021

    • Author(s)
      Li Zhen、Yada Katsutoshi、Zennyo Yusuke
    • Journal Title

      Journal of Retailing and Consumer Services

      Volume: 58 Pages: 102277-102277

    • DOI

      10.1016/j.jretconser.2020.102277

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Impacts of Online Reviews on Consumers' Decision-making: A Topic Analysis in Restaurant Services2020

    • Author(s)
      Li Fangzhou、Li Zhen、Yang Shuai、Ishibashi Ken
    • Journal Title

      Proc. of 2020 Global Marketing Conference

      Volume: -

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Application of Deep Learning to Eye Tracking Video for Estimating Sales Area Where Consumer Looked2020

    • Author(s)
      Ishibashi Ken、Li Zhen、Yada Katsutoshi
    • Journal Title

      Proc. of 34th Annual Conference of the Japanese Society for Artificial Intelligence

      Volume: - Pages: 1-2

    • NAID

      130007856922

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Topic Features in Negative Customer Reviews: Evidence Based on Text Data Mining2020

    • Author(s)
      Zhen Li, Fangzhou Li, Jing Xiao, Zhi Yang
    • Journal Title

      The Review of Socionetwork Strategies

      Volume: 14 Issue: 1 Pages: 19-40

    • DOI

      10.1007/s12626-019-00041-5

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sales Effects of Online Product Reviews : A Comparison of Two Different Types of Sellers2019

    • Author(s)
      Zhen Li
    • Journal Title

      Journal of Business Administration

      Volume: 93 Pages: 65-79

    • Related Report
      2019 Research-status Report
    • Open Access
  • [Journal Article] Online Purchase Preference and Personal Characteristics: A Moderation Approach2019

    • Author(s)
      Zhen Li, Avus Hou
    • Journal Title

      International Journal of Electronic Commerce Studies

      Volume: 10 Issue: 1 Pages: 1-21

    • DOI

      10.7903/ijecs.1694

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 視線追跡データに基づいたネットワーク外部性効果の検証2017

    • Author(s)
      李 振
    • Journal Title

      オペレーションズ・リサーチ

      Volume: 62 Pages: 782-788

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 時間帯とセルフコントロールが消費者の購買に及ぼす影響:多様な消費者行動データからの洞察2022

    • Author(s)
      李振
    • Organizer
      関西大学商学会研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Eye-tracking and Consumer Decision2022

    • Author(s)
      李振
    • Organizer
      Academic Symposium of Business and Management (HUST)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Why am I More Indulging: The Effects of Time on (Un)Healthy Food Purchases2021

    • Author(s)
      Li Zhen
    • Organizer
      RISSセミナー
    • Related Report
      2020 Research-status Report
  • [Presentation] Impacts of Online Reviews on Consumers' Decision-making: A Topic Analysis in Restaurant Services2020

    • Author(s)
      Li Zhen
    • Organizer
      2020 Global Marketing Conference
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of Deep Learning to Eye Tracking Video for Estimating Sales Area Where Consumer Looked2020

    • Author(s)
      Ishibashi Ken
    • Organizer
      34th Annual Conference of the Japanese Society for Artificial Intelligence
    • Related Report
      2020 Research-status Report
  • [Presentation] Impact of Attention to Product Review on Purchase Decision: An In-depth Reconsideration based on Prospect Theory2019

    • Author(s)
      Zhen Li
    • Organizer
      International Workshop on Frontier of Marketing Science
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visual Marketing Effect to POP Advertisements: Eye Tracking Experiment on Fixation2018

    • Author(s)
      Zhen Li
    • Organizer
      International Workshop on Frontier of Marketing Science
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] New Consumer Science Study based on Objective Behavioral Data2017

    • Author(s)
      Zhen Li
    • Organizer
      International Workshop on Frontier of Marketing Sciecne
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2024-01-30  

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