IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i3p2212-d1047256.html
   My bibliography  Save this article

Happiness Detected by the Emotion Cognition System Is Associated with Burnout in an Information Technology Products and Services Trading Company

Author

Listed:
  • Yasumasa Otsuka

    (Faculty of Human Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan
    R & D Center for Working Persons’ Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan)

  • Yukiko Sagisaka

    (R & D Center for Working Persons’ Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan)

  • Junko Nakamura

    (R & D Center for Working Persons’ Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan)

  • Keiko Hara

    (R & D Center for Working Persons’ Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan)

  • Masaki Okada

    (Faculty of Human Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan
    R & D Center for Working Persons’ Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan)

  • Yuko Takeuchi

    (TEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan)

  • Mizuki Tsuchiya

    (TEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan)

  • Yutaka Monden

    (TEKWIND Co., Ltd., 3-19-11 Yushima, Bunkyo-ku, Tokyo 1130034, Japan)

Abstract

(1) Background: Although many previous studies have found an association between burnout and emotions, none have examined the association between emotions detected by an emotion cognition system and burnout. The purpose of this study is to examine the relationship between the emotions detected by the emotion cognition system and burnout among workers. We hypothesized that burnout survivors are less likely to express their emotions as facial expressions. (2) Methods: One hundred and forty-one workers at an Information Technology (IT) products and services trading company were asked to take facial images for three months when they started and left work and responded to a burnout questionnaire once a month. Microsoft Azure was used to detect their emotions. (3) Results: Hierarchical multiple regression analyses revealed that happiness in Period 1 was significantly and negatively associated with burnout at Time 2. This association was also observed after the various covariates were included. However, burnout at Time 3 was not significantly related to any emotions in Period 1. (4) Conclusions: Happiness, as detected by the emotion cognition system, was associated with burnout immediately afterward.

Suggested Citation

  • Yasumasa Otsuka & Yukiko Sagisaka & Junko Nakamura & Keiko Hara & Masaki Okada & Yuko Takeuchi & Mizuki Tsuchiya & Yutaka Monden, 2023. "Happiness Detected by the Emotion Cognition System Is Associated with Burnout in an Information Technology Products and Services Trading Company," IJERPH, MDPI, vol. 20(3), pages 1-10, January.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:3:p:2212-:d:1047256
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/3/2212/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/3/2212/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Denise Albieri Jodas Salvagioni & Francine Nesello Melanda & Arthur Eumann Mesas & Alberto Durán González & Flávia Lopes Gabani & Selma Maffei de Andrade, 2017. "Physical, psychological and occupational consequences of job burnout: A systematic review of prospective studies," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-29, October.
    2. Lena Werdecker & Tobias Esch, 2021. "Burnout, satisfaction and happiness among German general practitioners (GPs): A cross-sectional survey on health resources and stressors," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-19, June.
    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. Laura Dal Corso & Alessandro De Carlo & Francesca Carluccio & Daiana Colledani & Alessandra Falco, 2020. "Employee burnout and positive dimensions of well-being: A latent workplace spirituality profile analysis," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-17, November.
    2. Nicola Magnavita & Luca Mele & Igor Meraglia & Marco Merella & Maria Eugenia Vacca & Anna Cerrina & Maddalena Gabriele & Marcella Labella & Maria Teresa Soro & Simona Ursino & Carmela Matera, 2022. "The Impact of Workplace Violence on Headache and Sleep Problems in Nurses," IJERPH, MDPI, vol. 19(20), pages 1-12, October.
    3. Maria H Kim & Alick C Mazenga & Xiaoying Yu & Katie Simon & Phoebe Nyasulu & Peter N Kazembe & Thokozani Kalua & Elaine Abrams & Saeed Ahmed, 2019. "Factors associated with burnout amongst healthcare workers providing HIV care in Malawi," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-14, September.
    4. Elizabeth Keller & Meghan Widestrom & Jory Gould & Runcheng Fang & Kermit G. Davis & Gordon Lee Gillespie, 2022. "Examining the Impact of Stressors during COVID-19 on Emergency Department Healthcare Workers: An International Perspective," IJERPH, MDPI, vol. 19(6), pages 1-15, March.
    5. Rughoobur-Seetah Soujata, 2021. "The Unprecedented Lockdown: The consequences of job loss," Zagreb International Review of Economics and Business, Sciendo, vol. 24(2), pages 1-23.
    6. Joana Berger-Estilita & Sandra Abegglen & Nadja Hornburg & Robert Greif & Alexander Fuchs, 2022. "Health-Promoting Quality of Life at Work during the COVID-19 Pandemic: A 12-Month Longitudinal Study on the Work-Related Sense of Coherence in Acute Care Healthcare Professionals," IJERPH, MDPI, vol. 19(10), pages 1-13, May.
    7. Alexander Benlian, 2022. "Sprint Zeal or Sprint Fatigue? The Benefits and Burdens of Agile ISD Practices Use for Developer Well-Being," Information Systems Research, INFORMS, vol. 33(2), pages 557-578, June.
    8. Madelon C. B. Otto & Joris Van Ruysseveldt & Nicole Hoefsmit & Karen Van Dam, 2020. "The Development of a Proactive Burnout Prevention Inventory: How Employees Can Contribute to Reduce Burnout Risks," IJERPH, MDPI, vol. 17(5), pages 1-18, March.
    9. Anand, Amitabh & Dalmasso, Audrey & Vessal, Saeedeh Rezaee & Parameswar, Nakul & Rajasekar, James & Dhal, Manoranjan, 2023. "The effect of job security, insecurity, and burnout on employee organizational commitment," Journal of Business Research, Elsevier, vol. 162(C).
    10. Clément Baumgarten & Estelle Michinov & Géraldine Rouxel & Vincent Bonneterre & Emmanuel Gay & Pierre-Hugues Roche, 2020. "Personal and psychosocial factors of burnout: A survey within the French neurosurgical community," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-13, May.
    11. Andria Jones-Bitton & Briana Hagen & Stephen J. Fleming & Sandra Hoy, 2019. "Farmer Burnout in Canada," IJERPH, MDPI, vol. 16(24), pages 1-15, December.
    12. Ines Testoni & Irene Nencioni & Lucia Ronconi & Francesca Alemanno & Adriano Zamperini, 2020. "Burnout, Reasons for Living and Dehumanisation among Italian Penitentiary Police Officers," IJERPH, MDPI, vol. 17(9), pages 1-12, April.
    13. Lynette Sikic Micanovic & Stephanie Stelko & Suzana Sakic, 2019. "Who else Needs Protection? Reflecting on Researcher Vulnerability in Sensitive Research," Societies, MDPI, vol. 10(1), pages 1-12, December.
    14. Helga Guðrún Óskarsdóttir & Guðmundur Valur Oddsson & Jón Þór Sturluson & Rögnvaldur Jóhann Sæmundsson, 2021. "A Soft Systems Approach to Knowledge Worker Productivity: A Purposeful Activity Model for the Individual," Administrative Sciences, MDPI, vol. 11(4), pages 1-26, October.
    15. Jianfei Xie & Jie Li & Sha Wang & Lijun Li & Kewei Wang & Yinglong Duan & Qiao Liu & Zhuqing Zhong & Siqing Ding & Andy S. K. Cheng, 2021. "Job burnout and its influencing factors among newly graduated nurses: A cross‐sectional study," Journal of Clinical Nursing, John Wiley & Sons, vol. 30(3-4), pages 508-517, February.
    16. Adela Reig-Botella & Sarah Detaille & Miguel Clemente & Jaime López-Golpe & Annet de Lange, 2021. "Time Perspective and the Risk of Developing Burnout: An Empirical Study among Different Blue-Collar Workers in Spain," Sustainability, MDPI, vol. 13(6), pages 1-11, March.
    17. Joanna Jończyk, 2022. "Wypalenie zawodowe personelu medycznego – krótki przegląd przykładów z okresu pandemii SARS-CoV-2," Nowoczesne Systemy Zarządzania. Modern Management Systems, Military University of Technology, Faculty of Security, Logistics and Management, Institute of Organization and Management, issue 2, pages 69-78.
    18. A. Reeves & P. Delfabbro & D. Calic, 2021. "Encouraging Employee Engagement With Cybersecurity: How to Tackle Cyber Fatigue," SAGE Open, , vol. 11(1), pages 21582440211, March.
    19. Pablo González-Rico & Eloísa Guerrero-Barona & Maria José Chambel & Mónica Guerrero-Molina, 2022. "Well-Being at Work: Burnout and Engagement Profiles of University Workers," IJERPH, MDPI, vol. 19(23), pages 1-15, November.
    20. Claire Collins & Els Clays & Esther Van Poel & Joanna Cholewa & Katica Tripkovic & Katarzyna Nessler & Ségolène de Rouffignac & Milena Šantrić Milićević & Zoran Bukumiric & Limor Adler & Cécile Ponsar, 2022. "Distress and Wellbeing among General Practitioners in 33 Countries during COVID-19: Results from the Cross-Sectional PRICOV-19 Study to Inform Health System Interventions," IJERPH, MDPI, vol. 19(9), pages 1-13, May.

    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:gam:jijerp:v:20:y:2023:i:3:p:2212-:d:1047256. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.