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I can see how you feel—Methodological considerations and handling of Noldus's FaceReader software for emotion measurement

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  • Landmann, Elisa

Abstract

The human face provides countless pieces of information, not least through the display of emotions, driving intensified research interest. Common research methods, such as self-reports, often neglect the subtlety of unconscious emotional responses or risk distortion due to subjective evaluations. Although emotions can occur unconsciously, they sometimes trigger the smallest physiological changes in terms of muscle movements in the face. Manually associating specific emotions with such subtle changes proves to be both time-consuming and intricate. Facereader software, a tool that evaluates video recordings to categorize facial expressions based on muscle movements, including basic emotions, receives more attention, with Noldus' FaceReader software being a prominent example. Nevertheless, a comprehensive pre-purchase guide detailing potential use cases and operational prerequisites is conspicuously lacking, and insights into processing generated data outputs remain confined. Addressing this gap, this paper contributes preliminarily to creating an overview of the use and handling of Noldus FaceReader in different research areas so far. Our findings illuminate pivotal factors for experimental scenario decision-making, offering valuable guidance for methodological considerations involving FaceReader. Consequently, a proposed pioneering guideline aims at standardizing FaceReader utilization, fostering accurate data management, and nuanced result interpretation.

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  • Landmann, Elisa, 2023. "I can see how you feel—Methodological considerations and handling of Noldus's FaceReader software for emotion measurement," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s0040162523005747
    DOI: 10.1016/j.techfore.2023.122889
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    1. Tanja Skiendziel & Andreas G Rösch & Oliver C Schultheiss, 2019. "Assessing the convergent validity between the automated emotion recognition software Noldus FaceReader 7 and Facial Action Coding System Scoring," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-18, October.
    2. Adriana Breaban & Charles N Noussair, 2018. "Emotional State and Market Behavior [Bubbling with excitement: en experiment]," Review of Finance, European Finance Association, vol. 22(1), pages 279-309.
    3. Katarína Neomániová & Jakub Berčík & Anka Pavelka, 2019. "The Use of Eye-Tracker and Face Reader as Useful Consumer Neuroscience Tools Within Logo Creation," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 67(4), pages 1061-1070.
    4. Das, Gopal & Varshneya, Geetika, 2017. "Consumer emotions: Determinants and outcomes in a shopping mall," Journal of Retailing and Consumer Services, Elsevier, vol. 38(C), pages 177-185.
    5. Lenka Fiala & Charles N. Noussair, 2017. "Charitable Giving, Emotions, And The Default Effect," Economic Inquiry, Western Economic Association International, vol. 55(4), pages 1792-1812, October.
    6. Zhe Zhang & Mijia Gong & Shanshan Zhang & Ming Jia, 2023. "Buffering or Aggravating Effect? Examining the Effects of Prior Corporate Social Responsibility on Corporate Social Irresponsibility," Journal of Business Ethics, Springer, vol. 183(1), pages 147-163, February.
    7. Arghavan Hadinejad & Noel Scott & Brent D. Moyle, 2019. "Emotional Responses to Tourism Advertisement in Different Cultures," World Scientific Book Chapters, in: Daniela Angelina Jelinčić & Yoel Mansfeld (ed.), Creating and Managing Experiences in Cultural Tourism, chapter 14, pages 225-238, World Scientific Publishing Co. Pte. Ltd..
    8. Keiho Owada & Masaki Kojima & Walid Yassin & Miho Kuroda & Yuki Kawakubo & Hitoshi Kuwabara & Yukiko Kano & Hidenori Yamasue, 2018. "Computer-analyzed facial expression as a surrogate marker for autism spectrum social core symptoms," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-16, January.
    9. Shanshi Li & Gabby Walters & Jan Packer & Noel Scott, 2018. "Using skin conductance and facial electromyography to measure emotional responses to tourism advertising," Current Issues in Tourism, Taylor & Francis Journals, vol. 21(15), pages 1761-1783, October.
    10. Marie-Christin Papen & Thomas Niemand & Florian U. Siems & Sascha Kraus, 2019. "The effect of stress on customer perception of the frontline employee: an experimental study," Review of Managerial Science, Springer, vol. 13(4), pages 725-747, August.
    11. Dominika Maison & Beata Pawłowska, 2017. "Using the Facereader Method to Detect Emotional Reaction to Controversial Advertising Referring to Sexuality and Homosexuality," Springer Proceedings in Business and Economics, in: Kesra Nermend & Małgorzata Łatuszyńska (ed.), Neuroeconomic and Behavioral Aspects of Decision Making, chapter 0, pages 309-327, Springer.
    12. Sascha Kraus & Matthias Breier & Weng Marc Lim & Marina Dabić & Satish Kumar & Dominik Kanbach & Debmalya Mukherjee & Vincenzo Corvello & Juan Piñeiro-Chousa & Eric Liguori & Daniel Palacios-Marqués &, 2022. "Literature reviews as independent studies: guidelines for academic practice," Review of Managerial Science, Springer, vol. 16(8), pages 2577-2595, November.
    13. Yueqiao Qiao & Zhe Zhang & Ming Jia, 2021. "Their Pain, Our Pleasure: How and When Peer Abusive Supervision Leads to Third Parties’ Schadenfreude and Work Engagement," Journal of Business Ethics, Springer, vol. 169(4), pages 695-711, April.
    14. Holbrook, Morris B & Hirschman, Elizabeth C, 1982. "The Experiential Aspects of Consumption: Consumer Fantasies, Feelings, and Fun," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(2), pages 132-140, September.
    15. Verena Hüttl-Maack & Doreén Pick & Heribert Gierl, 2019. "Handle with care! How majority cues can reduce the negative effects of warnings of foreseeable product failures," Review of Managerial Science, Springer, vol. 13(4), pages 689-723, August.
    16. Ambreen Sarwar & Muhammad Ibrahim Abdullah & Muhammad Kashif Imran & Tehreem Fatima, 2023. "When fear about health hurts performance: COVID-19 and its impact on employee’s work," Review of Managerial Science, Springer, vol. 17(2), pages 513-537, February.
    17. Kim, Junyong & Gupta, Pranjal, 2012. "Emotional expressions in online user reviews: How they influence consumers' product evaluations," Journal of Business Research, Elsevier, vol. 65(7), pages 985-992.
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