IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v14y2024i2p21582440241241420.html
   My bibliography  Save this article

Written Language: A Promising Gateway to Anxiety Disorders Assessment

Author

Listed:
  • Luisa Avram
  • Mugur Daniel Ciumăgeanu
  • Florin Alin Sava

Abstract

Currently, self-report measures are the primary assessment tool for anxiety disorders. Since they have some limitations, alternative measurements, such as language-based measures, are worth investigating. This paper explores which language markers signal anxiety in fictitious stories written in response to four Thematic Apperception Test (TAT) cards. Participants ( n  = 492) from a non-probabilistic convenience sample were asked to write a short story next to each TAT card after completing the Generalized Anxiety Disorder-7. We used RoLIWC2015 to conduct the text analysis and applied the LASSO method to identify which language markers predict anxiety. The results showed that the respondents scoring high on anxiety also tend to use more words expressing negative emotions, and fewer words expressing positive emotions. Moreover, their language contained a higher frequency of words that implied semantic differentiation (i.e., but, else) and a lower frequency of words indicating leisure. In conclusion, this paper aims to shed new light on the multimethod assessment of anxiety, mainly focused on specific language signatures as reliable predictors of anxiety symptoms. Further research using more extensive text data is recommended to discover more linguistic markers and improve prediction accuracy.

Suggested Citation

  • Luisa Avram & Mugur Daniel Ciumăgeanu & Florin Alin Sava, 2024. "Written Language: A Promising Gateway to Anxiety Disorders Assessment," SAGE Open, , vol. 14(2), pages 21582440241, April.
  • Handle: RePEc:sae:sagope:v:14:y:2024:i:2:p:21582440241241420
    DOI: 10.1177/21582440241241420
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440241241420
    Download Restriction: no

    File URL: https://libkey.io/10.1177/21582440241241420?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sijia Li & Yilin Wang & Jia Xue & Nan Zhao & Tingshao Zhu, 2020. "The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users," IJERPH, MDPI, vol. 17(6), pages 1-9, March.
    2. Vera Vine & Ryan L. Boyd & James W. Pennebaker, 2020. "Natural emotion vocabularies as windows on distress and well-being," Nature Communications, Nature, vol. 11(1), pages 1-9, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Israel Escudero-Castillo & Fco. Javier Mato-Díaz & Ana Rodriguez-Alvarez, 2021. "Furloughs, Teleworking and Other Work Situations during the COVID-19 Lockdown: Impact on Mental Well-Being," IJERPH, MDPI, vol. 18(6), pages 1-16, March.
    2. S. Brent Jackson & Kathryn T. Stevenson & Lincoln R. Larson & M. Nils Peterson & Erin Seekamp, 2021. "Outdoor Activity Participation Improves Adolescents’ Mental Health and Well-Being during the COVID-19 Pandemic," IJERPH, MDPI, vol. 18(5), pages 1-18, March.
    3. Massimiliano Scopelliti & Maria Giuseppina Pacilli & Antonio Aquino, 2021. "TV News and COVID-19: Media Influence on Healthy Behavior in Public Spaces," IJERPH, MDPI, vol. 18(4), pages 1-15, February.
    4. Yuan Zheng & Jingyi Zhou & Xianglong Zeng & Mingyan Jiang & Tian P. S. Oei, 2022. "A New Second-Generation Mindfulness-Based Intervention Focusing on Well-Being: A Randomized Control Trial of Mindfulness-Based Positive Psychology," Journal of Happiness Studies, Springer, vol. 23(6), pages 2703-2724, August.
    5. Clemens Koestner & Viktoria Eggert & Theresa Dicks & Kristin Kalo & Carolina Zähme & Pavel Dietz & Stephan Letzel & Till Beutel, 2022. "Psychological Burdens among Teachers in Germany during the SARS-CoV-2 Pandemic—Subgroup Analysis from a Nationwide Cross-Sectional Online Survey," IJERPH, MDPI, vol. 19(15), pages 1-16, August.
    6. Durmuş Burak, 2023. "The Effect of Risk and Protective Factors on Primary School Students’ COVID-19 Anxiety: Back to School After the Pandemic," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 29-51, February.
    7. Maraseni, Tek & Poudyal, Bishnu Hari & Aryal, Kishor & Laudari, Hari Krishna, 2022. "Impact of COVID-19 in the forestry sector: A case of lowland region of Nepal," Land Use Policy, Elsevier, vol. 120(C).
    8. Ilse Adriana Gutiérrez-Pérez & Pedro Delgado-Floody & Daniel Jerez-Mayorga & Diego Soto-García & Felipe Caamaño-Navarrete & Isela Parra-Rojas & Nacim Molina-Gutiérrez & Iris Paola Guzmán-Guzmán, 2021. "Lifestyle and Sociodemographic Parameters Associated with Mental and Physical Health during COVID-19 Confinement in Three Ibero-American Countries. A Cross-Sectional Pilot Study," IJERPH, MDPI, vol. 18(10), pages 1-13, May.
    9. Christian M. Hafner, 2020. "The Spread of the Covid-19 Pandemic in Time and Space," IJERPH, MDPI, vol. 17(11), pages 1-13, May.
    10. Siqi Lai & Brian Deal, 2022. "Parks, Green Space, and Happiness: A Spatially Specific Sentiment Analysis Using Microblogs in Shanghai, China," Sustainability, MDPI, vol. 15(1), pages 1-18, December.
    11. Jadsada Kunno & Busaba Supawattanabodee & Chavanant Sumanasrethakul & Chuthamat Kaewchandee & Wachiraporn Wanichnopparat & Krit Prasittichok, 2022. "The Relationship between Attitudes and Satisfaction Concerning the COVID-19 Vaccine and Vaccine Boosters in Urban Bangkok, Thailand: A Cross-Sectional Study," IJERPH, MDPI, vol. 19(9), pages 1-11, April.
    12. Mateusz Ciski & Krzysztof Rząsa, 2023. "Multiscale Geographically Weighted Regression in the Investigation of Local COVID-19 Anomalies Based on Population Age Structure in Poland," IJERPH, MDPI, vol. 20(10), pages 1-23, May.
    13. Yang Yang & Keqiao Liu & Siqi Li & Man Shu, 2020. "Social Media Activities, Emotion Regulation Strategies, and Their Interactions on People’s Mental Health in COVID-19 Pandemic," IJERPH, MDPI, vol. 17(23), pages 1-16, December.
    14. Adina-Iuliana Jigani & Camelia Delcea & Margareta-Stela Florescu & Liviu-Adrian Cotfas, 2024. "Tracking Happiness in Times of COVID-19: A Bibliometric Exploration," Sustainability, MDPI, vol. 16(12), pages 1-35, June.
    15. Alessandro Germani & Livia Buratta & Elisa Delvecchio & Claudia Mazzeschi, 2020. "Emerging Adults and COVID-19: The Role of Individualism-Collectivism on Perceived Risks and Psychological Maladjustment," IJERPH, MDPI, vol. 17(10), pages 1-15, May.
    16. Jacqueline-Nathalie Harba & Gabriela Tigu & Adriana AnaMaria Davidescu, 2021. "Exploring Consumer Emotions in Pre-Pandemic and Pandemic Times. A Sentiment Analysis of Perceptions in the Fine-Dining Restaurant Industry in Bucharest, Romania," IJERPH, MDPI, vol. 18(24), pages 1-24, December.
    17. Juwon Hwang & Porismita Borah & Dhavan Shah & Markus Brauer, 2021. "The Relationship among COVID-19 Information Seeking, News Media Use, and Emotional Distress at the Onset of the Pandemic," IJERPH, MDPI, vol. 18(24), pages 1-13, December.
    18. Juan Gómez-Salgado & Montserrat Andrés-Villas & Sara Domínguez-Salas & Diego Díaz-Milanés & Carlos Ruiz-Frutos, 2020. "Related Health Factors of Psychological Distress During the COVID-19 Pandemic in Spain," IJERPH, MDPI, vol. 17(11), pages 1-16, June.
    19. Mikyung Jun & Songyi Lee & Taeeun Shim, 2021. "First-Year College Student Life Experiences during COVID-19 in South Korea," IJERPH, MDPI, vol. 18(18), pages 1-18, September.
    20. Hainan Huang & Weifan Chen & Tian Xie & Yaoyao Wei & Ziqing Feng & Weijiong Wu, 2021. "The Impact of Individual Behaviors and Governmental Guidance Measures on Pandemic-Triggered Public Sentiment Based on System Dynamics and Cross-Validation," IJERPH, MDPI, vol. 18(8), pages 1-25, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:14:y:2024:i:2:p:21582440241241420. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.