Identifying Linguistic Cues of Fake News Associated with Cognitive and Affective Processing: Evidence from NeuroIS

被引:2
|
作者
Lutz, Bernhard [1 ]
Adam, Marc T. P. [2 ]
Feuerriegel, Stefan [3 ]
Proellochs, Nicolas [4 ]
Neumann, Dirk [1 ]
机构
[1] Univ Freiburg, Freiburg, Germany
[2] Univ Newcastle, Newcastle, NSW, Australia
[3] Swiss Fed Inst Technol, Zurich, Switzerland
[4] Univ Giessen, Giessen, Germany
关键词
Fake news; Linguistic cues; Information processing; Eye tracking; ECG; SOCIAL MEDIA; DECEPTION; DISSONANCE;
D O I
10.1007/978-3-030-60073-0_2
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
False information such as "fake news" is widely believed to influence the opinions of individuals. So far, information systems (IS) literature is lacking a theoretical understanding of how users react and respond to fake news. In this study, we analyze drivers of cognitive and affective processing in terms of linguistic cues. For this purpose, we performed a NeurolS experiment that involved N = 42 subjects with both eye tracking and heart rate measurements. We find that users spend more cognitive effort (more eye fixations) in assessing the veracity of fake news when it is characterized by better readability and less affective words. In addition, we find that fake news is more likely to trigger affective responses (lower heart rate variability) when it is characterized by a higher degree of analytic writing. Our findings contribute to IS theory by disentangling linguistic cues that help to explain how fake news is processed. The insights can aid researchers and practitioners in designing IS to better counter fake news.
引用
收藏
页码:16 / 23
页数:8
相关论文
共 50 条
  • [1] Affective Information Processing of Fake News: Evidence from NeuroIS
    Lutz, Bernhard
    Adam, Marc T. P.
    Feuerriegel, Stefan
    Proellochs, Nicolas
    Neumann, Dirk
    [J]. EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2023,
  • [2] Affective Information Processing of Fake News: Evidence from NeurolS
    Lutz, Bernhard
    Adam, Marc T. P.
    Feuerriegel, Stefan
    Prollochs, Nicolas
    Neumann, Dirk
    [J]. INFORMATION SYSTEMS AND NEUROSCIENCE, 2020, 32 : 121 - 128
  • [3] Identifying Fake News from the Variables that Governs the Spread of Fake News.
    Dordevic, Milan
    Pourghomi, Pardis
    Safieddine, Fadi
    [J]. 2020 15TH INTERNATIONAL WORKSHOP ON SEMANTIC AND SOCIAL MEDIA ADAPTATION AND PERSONALIZATION (SMAP 2020), 2020, : 135 - 140
  • [4] From evidence to fake news
    Carracedo, Gonzalo
    Villa-Collar, Cesar
    [J]. JOURNAL OF OPTOMETRY, 2021, 14 (01) : 100 - 101
  • [5] Computing the Linguistic-Based Cues of Fake News in the Philippines Towards its Detection
    Fernandez, Aaron Carl T.
    Devaraj, Madhavi
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, MINING AND SEMANTICS (WIMS 2019), 2019,
  • [6] Fake News Cues: Examining the Impact of Content, Source, and Typology of News Cues on People's Confidence in Identifying Mis- and Disinformation
    Hinsley, Amber
    Holton, Avery
    [J]. INTERNATIONAL JOURNAL OF COMMUNICATION, 2021, 15 : 4984 - 5003
  • [7] Cognitive processing of political fake news. Review of experimental studies
    Garcia, Pamela A. Paz
    Danieli, Natalia E.
    Freire, Isaac E. Moreano
    [J]. DIXIT, 2023, 37 (01) : 44 - 60
  • [8] When affective cues broaden thought: Evidence from event-related potentials associated with identifying emotionally expressive faces
    Freitas, Antonio L.
    Katz, Anne
    Azizian, Allen
    Squires, Nancy K.
    [J]. COGNITION & EMOTION, 2008, 22 (08) : 1499 - 1512
  • [9] Identifying Fake News on Social Networks Based on Natural Language Processing: Trends and Challenges
    de Oliveira, Nicollas R.
    Pisa, Pedro S.
    Lopez, Martin Andreoni
    de Medeiros, Dianne Scherly V.
    Mattos, Diogo M. F.
    [J]. INFORMATION, 2021, 12 (01) : 1 - 32
  • [10] Investigating bilinguals' cognitive processing of affective words in minimal linguistic contexts
    Doqaruni, Vahid Rahmani
    [J]. MENTAL LEXICON, 2021, 16 (2-3): : 422 - 447