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

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  • 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
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    References listed on IDEAS

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    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. Ed Diener & Shigehiro Oishi & Louis Tay, 2018. "Advances in subjective well-being research," Nature Human Behaviour, Nature, vol. 2(4), pages 253-260, April.
    4. 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.
    5. 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.
    6. 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.
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