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Modern day Management Accountants: A latent Dirichlet allocation investigation

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Listed:
  • Francesca Culasso
  • Elisa Giacosa
  • Edoardo Crocco
  • Daniele Giordino

Abstract

The emergence of computerized information systems has provided management accountants with an unprecedented array of possibilities when it comes to data analysis. Nevertheless, it has progressively changed the profession as we know it. Thus, a need for research to clearly define the modern management accountant profile in terms of skills and tasks expected by their employers has been echoed by several authors. Our study draws on a set of 841 job postings featuring manage-ment accounting positions across Europe to define a set of critical competencies and tasks of modern-day accountants. Topic modeling is applied to the dataset to identify and extract the information needed to answer the research question. From a theoretical standpoint, the proposed contribution strives to fill in multiple re-search gaps in accounting literature, namely the incidence of reporting in a man-agement accountant?s daily schedule, the gap between employers? expectations and current accounting education programs, and the importance of IT literacy. From a practical perspective, the study provides management accountants with an extensive overview of the competencies and tasks they are expected to perform. Additionally, our empirical evidence informs educators, and policymakers with an insight into today?s job market to use as a potential benchmark for their educa-tional and professional programs.

Suggested Citation

  • Francesca Culasso & Elisa Giacosa & Edoardo Crocco & Daniele Giordino, 2023. "Modern day Management Accountants: A latent Dirichlet allocation investigation," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2023(2 Suppl.), pages 11-36.
    • Handle: RePEc:fan:macoma:v:html10.3280/maco2023-002-s1002
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    1. Walid Cheffi & Ahmed Abdel-Maksoud & Muhammad Omer Farooq, 2021. "CSR initiatives, organizational performance and the mediating role of integrating CSR into management control systems: Testing an inclusive model within SMEs in an emerging economy," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(3), pages 333-367, September.
    2. Beverley Jackling & Paul De Lange, 2009. "Do Accounting Graduates' Skills Meet The Expectations of Employers? A Matter of Convergence or Divergence," Accounting Education, Taylor & Francis Journals, vol. 18(4-5), pages 369-385.
    3. Chiara Oppi & Emidia Vagnoni, 2020. "Management accountants’ role and coercive regulations: evidence from the Italian health-care sector," Qualitative Research in Accounting & Management, Emerald Group Publishing Limited, vol. 17(3), pages 405-433, April.
    4. Gary Spraakman & Winifred O'Grady & Davood Askarany & Chris Akroyd, 2015. "Employers' Perceptions of Information Technology Competency Requirements for Management Accounting Graduates," Accounting Education, Taylor & Francis Journals, vol. 24(5), pages 403-422, October.
    5. Tjerk Budding & Gert de Jong & Marion Smit, 2022. "New development: Bridging the gap—analysis of required competencies for management accountants in the public sector," Public Money & Management, Taylor & Francis Journals, vol. 42(7), pages 565-568, October.
    6. Siriwardane, H.P. & Low, K.-Y. & Blietz, D., 2015. "Making entry-level accountants better communicators: A Singapore-based study of communication tasks, skills, and attributes," Journal of Accounting Education, Elsevier, vol. 33(4), pages 332-347.
    7. Binh Bui & Brenda Porter, 2010. "The Expectation-Performance Gap in Accounting Education: An Exploratory Study," Accounting Education, Taylor & Francis Journals, vol. 19(1-2), pages 23-50.
    8. Bradbard, David A. & Alvis, Charles & Morris, Richard, 2014. "Spreadsheet usage by management accountants: An exploratory study," Journal of Accounting Education, Elsevier, vol. 32(4), pages 24-30.
    9. Igor Álvarez Etxeberria & Eduardo Ortas & Stefan Schaltegger & Stefan Schaltegger & Igor Álvarez Etxeberria & Eduardo Ortas, 2017. "Innovating Corporate Accounting and Reporting for Sustainability – Attributes and Challenges," Sustainable Development, John Wiley & Sons, Ltd., vol. 25(2), pages 113-122, March.
    10. Alnoor Bhimani, 2020. "Digital data and management accounting: why we need to rethink research methods," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 31(1), pages 9-23, April.
    11. Ruzita Jusoh & Yazkhiruni Yahya & Suria Zainuddin & Kaveh Asiaei, 2021. "Translating sustainability strategies into performance: does sustainability performance management matter?," Meditari Accountancy Research, Emerald Group Publishing Limited, vol. 31(2), pages 258-293, October.
    12. Ilenia Ascani & Roberta Ciccola & Maria Serena Chiucchi, 2021. "A Structured Literature Review about the Role of Management Accountants in Sustainability Accounting and Reporting," Sustainability, MDPI, vol. 13(4), pages 1-25, February.
    13. Steen Nielsen, 2022. "Management accounting and the concepts of exploratory data analysis and unsupervised machine learning: a literature study and future directions," Journal of Accounting & Organizational Change, Emerald Group Publishing Limited, vol. 18(5), pages 811-853, March.
    14. Tanja Wolf & Michael Kuttner & Birgit Feldbauer-Durstmüller & Christine Mitter, 2020. "What we know about management accountants’ changing identities and roles – a systematic literature review," Journal of Accounting & Organizational Change, Emerald Group Publishing Limited, vol. 16(3), pages 311-347, August.
    15. Marie H. Kavanagh & Lyndal Drennan, 2008. "What skills and attributes does an accounting graduate need? Evidence from student perceptions and employer expectations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 48(2), pages 279-300, June.
    16. Mikalef, Patrick & Boura, Maria & Lekakos, George & Krogstie, John, 2019. "Big data analytics and firm performance: Findings from a mixed-method approach," Journal of Business Research, Elsevier, vol. 98(C), pages 261-276.
    17. Bohumil Král & Grzegorz Mikołajewicz & Jarosław Nowicki & Libuše Šoljaková, 2021. "Management Accountants' Professional Competences: Requirements In the Czech Republic and Poland. The Normative Approach and Business Practice," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 69(3), pages 379-393.
    18. Culasso, Francesca & Gavurova, Beata & Crocco, Edoardo & Giacosa, Elisa, 2023. "Empirical identification of the chief digital officer role: A latent Dirichlet allocation approach," Journal of Business Research, Elsevier, vol. 154(C).
    19. Rosa Lombardi, 2021. "Le dimensioni della conoscenza aziendale. Profili di investigazione tra crisi pandemica ed economia digitale," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(3), pages 5-14.
    20. Jill Webb & Caroline Chaffer, 2016. "The expectation performance gap in accounting education: a review of generic skills development in UK accounting degrees," Accounting Education, Taylor & Francis Journals, vol. 25(4), pages 349-367, July.
    21. Johannes Thaller & Christine Duller & Birgit Feldbauer-Durstmüller & Bernhard Gärtner, 2023. "Career development in management accounting: empirical evidence," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 25(1), pages 42-59, March.
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