This paper is in the following e-collection/theme issue:

JMIR Theme Issue: COVID-19 Special Issue (2554) Theme Issue: Human Factors of the COVID-19 Outbreak (74) Statistical Methods for Surveillance and Population Health (188) Infodemiology and Infoveillance (1558) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Big Data (307) Infectious Diseases (non-STD/STI) (1726) JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions 2023 (409)

Published on in Vol 23, No 10 (2021): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/29820, first published .
Emotional Tone, Analytical Thinking, and Somatosensory Processes of a Sample of Italian Tweets During the First Phases of the COVID-19 Pandemic: Observational Study

Emotional Tone, Analytical Thinking, and Somatosensory Processes of a Sample of Italian Tweets During the First Phases of the COVID-19 Pandemic: Observational Study

Emotional Tone, Analytical Thinking, and Somatosensory Processes of a Sample of Italian Tweets During the First Phases of the COVID-19 Pandemic: Observational Study

Authors of this article:

Dario Monzani1, 2 Author Orcid Image ;   Laura Vergani1, 2 Author Orcid Image ;   Silvia Francesca Maria Pizzoli1, 2 Author Orcid Image ;   Giulia Marton1, 2 Author Orcid Image ;   Gabriella Pravettoni1, 2 Author Orcid Image
Article Authors Cited by (35) Tweetations (2) Metrics

Journals

  1. Succi G, Pedrycz W, Bogachuk A, Tormasov A, Belogurov A, Spallone A. The Fallout of Catastrophic Technogenic Emissions of Toxic Gases Can Negatively Affect Covid-19 Clinical Course. Acta Naturae 2023;14(4):101 View
  2. Marazzi F, Piano Mortari A, Belotti F, Carrà G, Cattuto C, Kopinska J, Paolotti D, Atella V. Staying Strong, But for How Long? Mental Health During COVID-19 in Italy. SSRN Electronic Journal 2022 View
  3. Pizzoli S, Monzani D, Conti L, Ferraris G, Grasso R, Pravettoni G. Issues and opportunities of digital phenotyping: ecological momentary assessment and behavioral sensing in protecting the young from suicide. Frontiers in Psychology 2023;14 View
  4. Engineer M, Kot S, Dixon E. Investigating the Readability and Linguistic, Psychological, and Emotional Characteristics of Digital Dementia Information Written in the English Language: Multitrait-Multimethod Text Analysis. JMIR Formative Research 2023;7:e48143 View
  5. du Plessis C. Emotional brand communication on social media to foster financial well-being. Online Journal of Communication and Media Technologies 2023;13(4):e202342 View
  6. Pichierri M, Pino G, Guido G. Assessing the relationship among hotel star class, online reviews’ valence, length, and communication style. Current Issues in Tourism 2024;27(2):178 View
  7. Gandino G, Civilotti C, Finzi S, Gaboardi M, Guazzini A, Novara C, Procentese F, Santinello M, Sola T, Veglia F, Venera E, Di Fini G. Linguistic markers of processing the first months of the pandemic COVID-19: a psycholinguistic analysis of Italian university students' diaries. Current Psychology 2024;43(18):17018 View
  8. Jiménez-Barreto J, Rubio N, Molinillo S. How Chatbot Language Shapes Consumer Perceptions: The Role of Concreteness and Shared Competence. Journal of Interactive Marketing 2023;58(4):380 View
  9. Skarpelos Y, Messini S, Roinioti E, Karpouzis K, Kaperonis S, Marazoti M. Emotions during the Pandemic’s First Wave: The Case of Greek Tweets. Digital 2024;4(1):126 View
  10. Trifu R, Nemeș B, Herta D, Bodea-Hategan C, Talaș D, Coman H. Linguistic markers for major depressive disorder: a cross-sectional study using an automated procedure. Frontiers in Psychology 2024;15 View
  11. Ryan S, Taylor J. An exploration of the motivations of catfish perpetrators and the emotions and feelings expressed by catfish victims using automated linguistic analysis and thematic analysis. Discover Data 2024;2(1) View
  12. Quick R. Transparenzberichterstattung der genossenschaftlichen Prüfungsverbände. Zeitschrift für das gesamte Genossenschaftswesen 2024;74(2):142 View
  13. Necaise A, Amon M. Peer Support for Chronic Pain in Online Health Communities: Quantitative Study on the Dynamics of Social Interactions in a Chronic Pain Forum. Journal of Medical Internet Research 2024;26:e45858 View
  14. Peplak J, Taffe R, Klemfuss J. Adolescents' meaning making of salient emotional experiences during the COVID‐19 pandemic. Journal of Adolescence 2025;97(3):634 View
  15. Kyprianou C, Vedula S, Pu W, Fitza M. Shifts in national entrepreneurial culture: The promise of linguistic cultural artifacts and machine learning analysis. Strategic Entrepreneurship Journal 2025;19(1):29 View
  16. Zhang Y, Shum C, Belarmino A. Organizational responses to online employee reviews: A mixed-method research. International Journal of Hospitality Management 2025;125:104003 View
  17. Boyd R, Morrison N, Horwitz S, Maciag R, Travers-Hill E, Kim Y. Are we listening to every word? Using multiple analytic methods to examine qualitative data. Cogent Mental Health 2024;3(1) View
  18. Savela N, Pellert M, Latikka R, Bergdahl J, Garcia D, Oksanen A. Affective, cognitive, and contextual cues in Reddit posts on artificial intelligence. Journal of Computational Social Science 2025;8(1) View
  19. Lin B, Zhang Y, Lee W. Tourists’ perceptions of proximity tourism: Insights from sentiment analysis and fsQCA. Journal of Outdoor Recreation and Tourism 2025;49:100848 View
  20. Tekwa K, Liu J. Linguistic Minorities and Crisis Communication: Assessing the Contribution of Real-Time Machine-Translated Instant Messaging During a Cascading Crisis. Sage Open 2024;14(4) View
  21. Huo M, Leger K, Birditt K, Fingerman K. Empathy is associated with older adults’ social behaviors and verbal emotional expressions throughout the day. Scientific Reports 2025;15(1) View
  22. Lee Y, Park S. Classifying and Characterizing Fandom Activities: A Focus on Superfans’ Posting and Commenting Behaviors in a Digital Fandom Community. Applied Sciences 2025;15(9):4723 View
  23. Sarkar P, Kukreja T, Holder K, Emeka A, Yang L, Milad M. Biographies of Minimally Invasive Gynecological Surgeons: Analysis of Linguistic Differences Based on Sex, Graduation Year, Region, and State of Practice. Journal of Gynecologic Surgery 2025;41(4):154 View
  24. Pfeifer V, Naffah A, Mehl M. Feel flows: Language use patterns in the lyrics of Brian Wilson of the Beach Boys. Psychology of Music 2025 View
  25. Zhang W, Yao Y, Xie R, Li D. Can artificial intelligence mirror the human’s emotions? A comparative sentiment analysis of human and machine interpreting in press conferences. Behaviour & Information Technology 2025:1 View
  26. Xu Y, Yuan J, Li S, Liao Q. Decoding the Public’s Real-Time Emotional and Cognitive Responses to the Changing Climate on Social Media: Computational Analysis Using Weibo and Meteorological Data. Journal of Medical Internet Research 2025;27:e70336 View
  27. Savoy J. Could generative AI become a ghostwriter for the US president?. Journal of Language and Politics 2025 View
  28. Wang W, Qin Y, Zheng X, Mou J. Effect of cover image content orientation on crowdfunding performance: The role of narrative emotion and campaign nature. Information & Management 2026;63(1):104257 View
  29. Su X, Zierau N, Kim S, Wang A, Wambsganss T. Emotionally Aware Moderation: The Potential of Emotion Monitoring in Shaping Healthier Social Media Conversations. Proceedings of the ACM on Human-Computer Interaction 2025;9(7):1 View
  30. Berndt A, Tierney K. Understanding customer grief in brand relationships. Journal of Business Research 2026;202:115758 View
  31. Yang C, Li X, Chen Y, Zhang X, Luo L, Gao S. Emotion-dependent linguistic features of autobiographical memory of different specificity. Language and Cognition 2025;17 View

Books/Policy Documents

  1. Atella V, Scandizzo P. The Covid-19 Disruption and the Global Health Challenge. View
  2. . The Covid-19 Disruption and the Global Health Challenge. View
  3. Sandler M, Choung H, Ross A, David P. Pattern Recognition and Artificial Intelligence. View

Dissertations

  1. . Emotional Contagion in a Texas Band Music Educators Facebook Group. View