IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v163y2022i3d10.1007_s11205-022-02952-3.html
   My bibliography  Save this article

A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era

Author

Listed:
  • Flaminia Musella

    (Link Campus University)

  • Paola Vicard

    (Università Roma Tre)

  • Maria Chiara De Angelis

    (Link Campus University)

Abstract

Due to the dramatic health situation caused by the COVID-19 pandemic, in Italy the emergency remote teaching lasted longer than in other countries. The mandatory teaching modalities have required digital transformation processes in a framework where digital-divide is one of the limitations to school modernization. We believe that the experience can promote a deeper formatting of organizational process. The paper shows results of a multitarget research carried out during the Italian lockdown aiming at animating the debate around school from multi-actors perspectives and at supporting policies. The paper aims at showing the potentiality of a multivariate statistical method as a tool supporting school managers in identifying those challenges they have to face to improve the setting up of internal processes. The main result is a model supporting the decision making process at orienting school managers strategies.

Suggested Citation

  • Flaminia Musella & Paola Vicard & Maria Chiara De Angelis, 2022. "A Bayesian Network Model for Supporting School Managers Decisions in the Pandemic Era," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(3), pages 1445-1465, October.
    • Handle: RePEc:spr:soinre:v:163:y:2022:i:3:d:10.1007_s11205-022-02952-3
    DOI: 10.1007/s11205-022-02952-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-022-02952-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11205-022-02952-3?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Flaminia Musella, 2013. "A PC algorithm variation for ordinal variables," Computational Statistics, Springer, vol. 28(6), pages 2749-2759, December.
    2. Kalisch, Markus & Mächler, Martin & Colombo, Diego & Maathuis, Marloes H. & Bühlmann, Peter, 2012. "Causal Inference Using Graphical Models with the R Package pcalg," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i11).
    3. Karl E. Weick & Kathleen M. Sutcliffe & David Obstfeld, 2005. "Organizing and the Process of Sensemaking," Organization Science, INFORMS, vol. 16(4), pages 409-421, August.
    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. Epskamp, Sacha & Cramer, Angélique O.J. & Waldorp, Lourens J. & Schmittmann, Verena D. & Borsboom, Denny, 2012. "qgraph: Network Visualizations of Relationships in Psychometric Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i04).
    2. Carlos Martin-Rios, 2016. "Innovative management control systems in knowledge work: a middle manager perspective," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 27(2), pages 181-204, May.
    3. Verena Brinks, 2016. "Situated affect and collective meaning: A community perspective on processes of value creation and commercialization in enthusiast-driven fields," Environment and Planning A, , vol. 48(6), pages 1152-1169, June.
    4. Stefan Gröschl & Patricia Gabaldón & Tobias Hahn, 2019. "The Co-evolution of Leaders’ Cognitive Complexity and Corporate Sustainability: The Case of the CEO of Puma," Journal of Business Ethics, Springer, vol. 155(3), pages 741-762, March.
    5. Elena Antonacopoulou, 2018. "Energising critique in action and in learning: The GNOSIS 4R Framework," Action Learning: Research and Practice, Taylor & Francis Journals, vol. 15(2), pages 102-125, May.
    6. Guiette, Alain & Vandenbempt, Koen, 2017. "Change managerialism and micro-processes of sensemaking during change implementation," Scandinavian Journal of Management, Elsevier, vol. 33(2), pages 65-81.
    7. Martina Linnenluecke & Andrew Griffiths & Peter Mumby, 2015. "Executives’ engagement with climate science and perceived need for business adaptation to climate change," Climatic Change, Springer, vol. 131(2), pages 321-333, July.
    8. Per Engelseth & Richard Glavee-Geo & Artur Janusz & Enoch Niboi, 2020. "The Emergent Nature of Networked Sustainable Procurement," Sustainability, MDPI, vol. 13(1), pages 1-18, December.
    9. Femke Hilverda & Margôt Kuttschreuter, 2018. "Online Information Sharing About Risks: The Case of Organic Food," Risk Analysis, John Wiley & Sons, vol. 38(9), pages 1904-1920, September.
    10. Jeffery S. McMullen & Dimo Dimov, 2013. "Time and the Entrepreneurial Journey: The Problems and Promise of Studying Entrepreneurship as a Process," Journal of Management Studies, Wiley Blackwell, vol. 50(8), pages 1481-1512, December.
    11. Emil Evenhuis, 2017. "Institutional change in cities and regions: a path dependency approach," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 10(3), pages 509-526.
    12. Minkkinen, Matti, 2019. "The anatomy of plausible futures in policy processes: Comparing the cases of data protection and comprehensive security," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 172-180.
    13. Stea, Diego & Foss, Nicolai J. & Christensen, Peter Holdt, 2015. "Physical separation in the workplace: Separation cues, separation awareness, and employee motivation," European Management Journal, Elsevier, vol. 33(6), pages 462-471.
    14. Heather Rosoff & Robert Siko & Richard John & William J. Burns, 2013. "Should I stay or should I go? An experimental study of health and economic government policies following a severe biological agent release," Environment Systems and Decisions, Springer, vol. 33(1), pages 121-137, March.
    15. Tiina J. Peltola & Hanna Tiirinki, 2020. "More Than Numbers: Discourses of Health Care Quality in Finland," SAGE Open, , vol. 10(4), pages 21582440209, December.
    16. Rydén, Pernille & Ringberg, Torsten & Wilke, Ricky, 2015. "How Managers' Shared Mental Models of Business–Customer Interactions Create Different Sensemaking of Social Media," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 1-16.
    17. Bettendorf, Timo & Heinlein, Reinhold, 2019. "Connectedness between G10 currencies: Searching for the causal structure," Discussion Papers 06/2019, Deutsche Bundesbank.
    18. Amal Aouadi & Sylvain Marsat, 2018. "Do ESG Controversies Matter for Firm Value? Evidence from International Data," Journal of Business Ethics, Springer, vol. 151(4), pages 1027-1047, September.
    19. Joseph McManus, 2021. "Emotions and Ethical Decision Making at Work: Organizational Norms, Emotional Dogs, and the Rational Tales They Tell Themselves and Others," Journal of Business Ethics, Springer, vol. 169(1), pages 153-168, February.
    20. Hendrik Vollmer, 2013. "What kind of game is everyday interaction?," Rationality and Society, , vol. 25(3), pages 370-404, August.

    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:spr:soinre:v:163:y:2022:i:3:d:10.1007_s11205-022-02952-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.