IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v10y2020i2p2158244020924370.html
   My bibliography  Save this article

The Language of Positive Mental Health: Findings From a Sample of Russian Facebook Users

Author

Listed:
  • Olga Bogolyubova
  • Polina Panicheva
  • Yanina Ledovaya
  • Roman Tikhonov
  • Bulat Yaminov

Abstract

Positive mental health is considered to be a significant predictor of health and longevity; however, our understanding of the ways in which this important characteristic is represented in users’ behavior on social networking sites is limited. The goal of this study was to explore associations between positive mental health and language used in online communication in a large sample of Russian Facebook users. The five-item World Health Organization Well-Being Index (WHO-5) was used as a self-report measure of well-being. Morphological, sentiment, and semantic analyses were performed for linguistic data. The total of 6,724 participants completed the questionnaire and linguistic data were available for 1,972. Participants’ mean age was 45.7 years ( SD = 11.6 years); 73.4% were female. The dataset included 15,281 posts, with an average of 7.67 ( SD = 5.69) posts per participant. Mean WHO-5 score was 60.0 ( SD = 19.1), with female participants exhibiting lower scores. Use of negative sentiment words and impersonal predicates (“should statements†) demonstrated an inverse association with the WHO-5 scores. No significant correlation was found between the use of positive sentiment words and the WHO-5 scores. This study expands current understanding of the association between positive mental health and language use in online communication by employing data from a non-Western sample.

Suggested Citation

  • Olga Bogolyubova & Polina Panicheva & Yanina Ledovaya & Roman Tikhonov & Bulat Yaminov, 2020. "The Language of Positive Mental Health: Findings From a Sample of Russian Facebook Users," SAGE Open, , vol. 10(2), pages 21582440209, May.
    • Handle: RePEc:sae:sagope:v:10:y:2020:i:2:p:2158244020924370
    DOI: 10.1177/2158244020924370
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/2158244020924370
    Download Restriction: no
    File URL: https://libkey.io/10.1177/2158244020924370?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. Gerhard Meisenberg & Michael Woodley, 2015. "Gender Differences in Subjective Well-Being and Their Relationships with Gender Equality," Journal of Happiness Studies, Springer, vol. 16(6), pages 1539-1555, December.
    2. Sonja Lyubomirsky & Heidi Lepper, 1999. "A Measure of Subjective Happiness: Preliminary Reliability and Construct Validation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 46(2), pages 137-155, February.
    3. Anonymous, 1948. "World Health Organization," International Organization, Cambridge University Press, vol. 2(2), pages 374-377, June.
    4. Anonymous, 1948. "World Health Organization," International Organization, Cambridge University Press, vol. 2(1), pages 138-140, February.
    5. Ed Diener & Shigehiro Oishi & Louis Tay, 2018. "Advances in subjective well-being research," Nature Human Behaviour, Nature, vol. 2(4), pages 253-260, April.
    6. Arie Sherman & Tal Shavit, 2018. "The Thrill of Creative Effort at Work: An Empirical Study on Work, Creative Effort and Well-Being," Journal of Happiness Studies, Springer, vol. 19(7), pages 2049-2069, October.
    7. Anonymous, 1948. "World Health Organization," International Organization, Cambridge University Press, vol. 2(3), pages 540-542, September.
    8. N. Wang & M. Kosinski & D. Stillwell & J. Rust, 2014. "Can Well-Being be Measured Using Facebook Status Updates? Validation of Facebook’s Gross National Happiness Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(1), pages 483-491, January.
    9. H Andrew Schwartz & Johannes C Eichstaedt & Margaret L Kern & Lukasz Dziurzynski & Stephanie M Ramones & Megha Agrawal & Achal Shah & Michal Kosinski & David Stillwell & Martin E P Seligman & Lyle H U, 2013. "Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-16, September.
    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. Joran Farnier & Rebecca Shankland & Ilios Kotsou & Marion Inigo & Evelyn Rosset & Christophe Leys, 2021. "Empowering Well-Being: Validation of a Locus of Control Scale Specific to Well-Being," Journal of Happiness Studies, Springer, vol. 22(8), pages 3513-3542, December.
    2. Janine Shepherd & Melody Oliver & Grant Schofield, 2015. "Convergent Validity and Test–Retest Reliability of the Authentic Happiness Inventory in Working Adults," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(3), pages 1049-1058, December.
    3. Eleni Petkari & Margarita Ortiz-Tallo, 2018. "Towards Youth Happiness and Mental Health in the United Arab Emirates: The Path of Character Strengths in a Multicultural Population," Journal of Happiness Studies, Springer, vol. 19(2), pages 333-350, February.
    4. Odelia Koh & Jeannette Lee & Maudrene L S Tan & E-Shyong Tai & Ce Jin Foo & Kok Joon Chong & Su-Yen Goh & Yong Mong Bee & Julian Thumboo & Yin-Bun Cheung & Avjeet Singh & Hwee-Lin Wee, 2014. "Establishing the Thematic Framework for a Diabetes-Specific Health-Related Quality of Life Item Bank for Use in an English-Speaking Asian Population," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-12, December.
    5. Fielden, Sarah J. & Rusch, Melanie L. & Masinda, Mambo Tabu & Sands, Jim & Frankish, Jim & Evoy, Brian, 2007. "Key considerations for logic model development in research partnerships: A Canadian case study," Evaluation and Program Planning, Elsevier, vol. 30(2), pages 115-124, May.
    6. Olga Pakholok, 2013. "The Idea of Healthy Lifestyle and Its Transformation Into Health-Oriented Lifestyle in Contemporary Society," SAGE Open, , vol. 3(3), pages 21582440135, August.
    7. Viola, Lora Anne, 2008. "WHO says competition is healthy: How civil society can change IGOs [Die WHO sagt: Wettbewerb ist gesund. Wie Zivilgesellschaft IGOs verändern kann]," Discussion Papers, Research Unit: Global Governance SP IV 2008-307, WZB Berlin Social Science Center.
    8. Barrington, D.J. & Sridharan, S. & Shields, K.F. & Saunders, S.G. & Souter, R.T. & Bartram, J., 2017. "Sanitation marketing: A systematic review and theoretical critique using the capability approach," Social Science & Medicine, Elsevier, vol. 194(C), pages 128-134.
    9. Letizia Appolloni & Alberto Giretti & Maria Vittoria Corazza & Daniela D’Alessandro, 2020. "Walkable Urban Environments: An Ergonomic Approach of Evaluation," Sustainability, MDPI, vol. 12(20), pages 1-31, October.
    10. João M. S. Carvalho & Célio A. A. Sousa, 2018. "Is Psychological Value a Missing Building Block in Societal Sustainability?," Sustainability, MDPI, vol. 10(12), pages 1-14, December.
    11. Modranka Emilia & Suchecka Jadwiga, 2014. "The Determinants Of Population Health Spatial Disparities," Comparative Economic Research, Sciendo, vol. 17(4), pages 173-185, December.
    12. Völker, Sebastian & Kistemann, Thomas, 2013. "Reprint of: “I'm always entirely happy when I'm here!” Urban blue enhancing human health and well-being in Cologne and Düsseldorf, Germany," Social Science & Medicine, Elsevier, vol. 91(C), pages 141-152.
    13. Heather J. Sutherland & Hilary Llewellyn-Thomas & Norman F. Boyd & James E. Till, 1982. "Attitudes Toward Quality of Survival," Medical Decision Making, , vol. 2(3), pages 299-309, August.
    14. Pilar Sanjuán & María Ávila, 2019. "The Mediating Role of Coping Strategies on the Relationships Between Goal Motives and Affective and Cognitive Components of Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 20(4), pages 1057-1070, April.
    15. Jozef Bavoľár & Oľga Orosová, 2015. "Decision-making styles and their associations with decision-making competencies and mental health," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 10(1), pages 115-122, January.
    16. Souad Smaili, 2018. "I Feel Myself in a Cage of Bird: Berber Female Students’ Self-Identification in the Algerian Society - A Phenomenological Study," European Journal of Social Sciences Articles, Revistia Research and Publishing, vol. 1, September.
    17. Amaresh Panda & Sanjay Mohapatra, 2021. "Online Healthcare Practices and Associated Stakeholders: Review of Literature for Future Research Agenda," Vikalpa: The Journal for Decision Makers, , vol. 46(2), pages 71-85, June.
    18. Marco Fuscaldo, 2012. "Physical limitations, depressive symptoms and cognitive problems: exploring the complex structure of un-health among older people in Italy," Center for the Analysis of Public Policies (CAPP) 0098, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    19. Tim Lomas & Kate Hefferon & Itai Ivtzan, 2015. "The LIFE Model: A Meta-Theoretical Conceptual Map for Applied Positive Psychology," Journal of Happiness Studies, Springer, vol. 16(5), pages 1347-1364, October.
    20. Jeanne Landgraf, 2001. "Measuring and monitoring quality of life in children and youth: A brief commentary," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 46(5), pages 281-282, September.

    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:10:y:2020:i:2:p:2158244020924370. 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.