IDEAS home Printed from https://ideas.repec.org/a/vrs/foeste/v20y2020i1p45-61n3.html
   My bibliography  Save this article

The Use of Multidimensional Statistical Analysis Methods in the Burnout Study of Teachers and Lecturers at Universities

Author

Listed:
  • Bąk Iwona
  • Wawrzyniak Katarzyna

    (Department of Application of Mathematics in Economics, Faculty of Economics, West Pomeranian University of Technology, Szczecin, Janickiego 31, 71-101Szczecin, Poland)

Abstract

Research background: The study was conducted and based on the project The assessment of mental condition, financed by the Ministry of Health as part of the National Health Program for 2016–2020 (operational objective 3: Prevention of mental health problems and improvement of mental well-being of society). The article focuses on a group of teachers and university lecturers from eight voivodeships selected for the study, whereas burnout was selected from the areas of mental disorders.

Suggested Citation

  • Bąk Iwona & Wawrzyniak Katarzyna, 2020. "The Use of Multidimensional Statistical Analysis Methods in the Burnout Study of Teachers and Lecturers at Universities," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 45-61, June.
    • Handle: RePEc:vrs:foeste:v:20:y:2020:i:1:p:45-61:n:3
    DOI: 10.2478/foli-2020-0003
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/foli-2020-0003
    Download Restriction: no
    File URL: https://libkey.io/10.2478/foli-2020-0003?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. Autiero, Giuseppina & Bruno, Bruna & Mazzotta, Fernanda, 1999. "A Correspondence Analysis of Labour Market Institutions," MPRA Paper 14245, University Library of Munich, Germany, revised 1999.
    2. Abdeljaouad Ezzrari & Paolo Verme, 2013. "A Multiple Correspondence Analysis Approach to the Measurement of Multidimensional Poverty in Morocco 2001–2007," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Valerie Berenger & Florent Bresson (ed.), Poverty and Social Exclusion around the Mediterranean Sea, edition 127, chapter 0, pages 181-209, Springer.
    3. Leiter, Michael P. & Harvie, Phyllis & Frizzell, Cindy, 1998. "The correspondence of patient satisfaction and nurse burnout," Social Science & Medicine, Elsevier, vol. 47(10), pages 1611-1617, November.
    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. Paola Gatti & Chiara Ghislieri & Claudio G Cortese, 2017. "Relationships between followers’ behaviors and job satisfaction in a sample of nurses," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-16, October.
    2. Chei Bukari & Emm anuel Atta Anaman, 2021. "Corruption and firm innovation: a grease or sand in the wheels of commerce? Evidence from lower-middle and upper-middle income economies," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 267-302, June.
    3. Jing Zhao & Xiaohui Li & Hui Xiao & Naixue Cui & Liang Sun & Yuhua Xu, 2019. "Mindfulness and burnout among bedside registered nurses: A cross‐sectional study," Nursing & Health Sciences, John Wiley & Sons, vol. 21(1), pages 126-131, March.
    4. Kihye Han & Alison M Trinkoff & Ayse P Gurses, 2015. "Work‐related factors, job satisfaction and intent to leave the current job among United States nurses," Journal of Clinical Nursing, John Wiley & Sons, vol. 24(21-22), pages 3224-3232, November.
    5. O'Neill, Olivia Amanda & Barsade, Sigal G. & Sguera, Francesco, 2023. "The psychological and financial impacts of an emotional culture of anxiety and its antidote, an emotional culture of companionate love," Social Science & Medicine, Elsevier, vol. 317(C).
    6. Lungile Ntsalaze & Sylvanus Ikhide, 2018. "Rethinking Dimensions: The South African Multidimensional Poverty Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 195-213, January.
    7. Syrovátka, Miroslav & Schlossarek, Martin, 2019. "Measuring development with inequality: How (should) aggregate indicators of development account for inequality?," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    8. Gbetoton Nadege Djossou & Gilles Quentin Kane & Jacob Novignon, 2017. "Is Growth Pro‐Poor in Benin? Evidence Using a Multidimensional Measure of Poverty," Poverty & Public Policy, John Wiley & Sons, vol. 9(4), pages 426-443, December.
    9. Joanna Sale, 2007. "Perceptions of a Quality of Work-Life Survey from the Perspective of Employees in a Canadian Cancer Centre," Quality & Quantity: International Journal of Methodology, Springer, vol. 41(6), pages 779-791, December.
    10. Ameye, Hannah & De Weerdt, Joachim, 2020. "Child health across the rural–urban spectrum," World Development, Elsevier, vol. 130(C).
    11. Carmen Trumello & Sonia Monique Bramanti & Giulia Ballarotto & Carla Candelori & Luca Cerniglia & Silvia Cimino & Monia Crudele & Lucia Lombardi & Silvia Pignataro & Maria Luisa Viceconti & Alessandra, 2020. "Psychological Adjustment of Healthcare Workers in Italy during the COVID-19 Pandemic: Differences in Stress, Anxiety, Depression, Burnout, Secondary Trauma, and Compassion Satisfaction between Frontli," IJERPH, MDPI, vol. 17(22), pages 1-13, November.
    12. Tuure Haarjärvi & Sari Laari-Salmela, 2022. "Examining the Role of Dignity in the Experience of Meaningfulness: a Process-Relational View on Meaningful Work," Humanistic Management Journal, Springer, vol. 7(3), pages 417-440, December.
    13. Garbero, Alessandra & Songsermsawas, Tisorn, 2017. "How Much have Agricultural Projects Contributed to Economic Mobility and Food Security in China?," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258097, Agricultural and Applied Economics Association.
    14. Söderlund, Magnus, 2017. "Employee display of burnout in the service encounter and its impact on customer satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 37(C), pages 168-176.
    15. Christopher Michaelson & Michael Pratt & Adam Grant & Craig Dunn, 2014. "Meaningful Work: Connecting Business Ethics and Organization Studies," Journal of Business Ethics, Springer, vol. 121(1), pages 77-90, April.
    16. Gianluca Fiorentini & Silvana Robone & Rossella Verzulli, 2018. "How do hospital‐specialty characteristics influence health system responsiveness? An empirical evaluation of in‐patient care in the Italian region of Emilia‐Romagna," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 266-281, February.
    17. D C Sah & Yogesh Kumar, 2015. "Client Satisfaction Exit Interviews: Assessing Quality of Public Health Institutions through Generated Feedback," Vikalpa: The Journal for Decision Makers, , vol. 40(1), pages 42-61, March.
    18. Marcin Jaracz & Izabela Rosiak & Anna Bertrand-Bucińska & Maciej Jaskulski & Joanna Nieżurawska & Alina Borkowska, 2017. "Affective temperament, job stress and professional burnout in nurses and civil servants," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-11, June.
    19. Alharbi, Tariq Saleem J. & Ekman, Inger & Olsson, Lars-Eric & Dudas, Kerstin & Carlström, Eric, 2012. "Organizational culture and the implementation of person centered care: Results from a change process in Swedish hospital care," Health Policy, Elsevier, vol. 108(2), pages 294-301.
    20. Agbodji, Akoete Ega & Batana, Yele Maweki & Ouedraogo, Denis, 2013. "Gender inequality in multidimensional welfare deprivation in west Africa : the case of Burkina Faso and Togo," Policy Research Working Paper Series 6522, The World Bank.

    More about this item

    Keywords

    the assessment of mental condition; teachers and lecturers at universities; burnout; multi-dimensional correspondence analysis; and classification trees;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

    Statistics

    Access and download statistics

    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:vrs:foeste:v:20:y:2020:i:1:p:45-61:n:3. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.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.