IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v63y2023i4p4037-4063.html
   My bibliography  Save this article

Critical analysis of integration of ICT and data analytics into the accounting curriculum: A multidimensional perspective

Author

Listed:
  • Jacqueline Birt
  • Maryam Safari
  • Vincent Bicudo de Castro

Abstract

Undertaking a multistage qualitative approach, this study explores the accounting profession's demands for information communication technology (ICT) skills as well as the opportunities, challenges and influential factors that accounting academics encounter in embedding ICT and data analytics skills in the accounting curriculum. We employ content analysis of the course syllabi of all major Australian and New Zealand universities using term frequency‐inverse document frequency (TF‐IDF), and survey accounting heads of departments (or equivalents) and interview members of the industry. Our findings reveal diverse pedagogical approaches to embedding ICT and data analytics in the accounting curriculum. The findings also portray the gap between university accounting curricula and the professional bodies' ICT competencies requirements at the point of data collection. As such, challenges and future opportunities for the integration of topics related to ICT and data analytics are identified, which should be beneficial to academics and practitioners interested in future‐oriented curriculum designs that are fundamental to accounting graduates and the future of the profession.

Suggested Citation

  • Jacqueline Birt & Maryam Safari & Vincent Bicudo de Castro, 2023. "Critical analysis of integration of ICT and data analytics into the accounting curriculum: A multidimensional perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4037-4063, December.
    • Handle: RePEc:bla:acctfi:v:63:y:2023:i:4:p:4037-4063
    DOI: 10.1111/acfi.13084
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.13084
    Download Restriction: no
    File URL: https://libkey.io/10.1111/acfi.13084?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. Saxton, Gregory D. & Guo, Chao, 2020. "Social media capital: Conceptualizing the nature, acquisition, and expenditure of social media-based organizational resources," International Journal of Accounting Information Systems, Elsevier, vol. 36(C).
    2. repec:eme:marpps:10222529200500006 is not listed on IDEAS
    3. Maryam Safari & Amreen Areeb, 2020. "A qualitative analysis of GRI principles for defining sustainability report quality: an Australian case from the preparers’ perspective," Accounting Forum, Taylor & Francis Journals, vol. 44(4), pages 344-375, October.
    4. Trevor Stanley & Jia Xu, 2019. "Work-Integrated Learning in accountancy at Australian universities – forms, future role and challenges," Accounting Education, Taylor & Francis Journals, vol. 28(1), pages 1-24, January.
    5. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    6. Duan, Yanqing & Edwards, John S. & Dwivedi, Yogesh K, 2019. "Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda," International Journal of Information Management, Elsevier, vol. 48(C), pages 63-71.
    7. Paul De Lange & Beverley Jackling & Anne‐Marie Gut, 2006. "Accounting graduates’ perceptions of skills emphasis in undergraduate courses: an investigation from two Victorian universities," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(3), pages 365-386, September.
    8. repec:eme:maj000:maj-01-2018-1773 is not listed on IDEAS
    9. Yang, Rongjun & Yu, Lin & Zhao, Yuanjun & Yu, Hongxin & Xu, Guiping & Wu, Yiting & Liu, Zhengkai, 2020. "Big data analytics for financial Market volatility forecast based on support vector machine," International Journal of Information Management, Elsevier, vol. 50(C), pages 452-462.
    10. Moll, Jodie & Yigitbasioglu, Ogan, 2019. "The role of internet-related technologies in shaping the work of accountants: New directions for accounting research," The British Accounting Review, Elsevier, vol. 51(6).
    11. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    12. Gray, Glen L. & Debreceny, Roger S., 2014. "A taxonomy to guide research on the application of data mining to fraud detection in financial statement audits," International Journal of Accounting Information Systems, Elsevier, vol. 15(4), pages 357-380.
    13. George Salijeni & Anna Samsonova-Taddei & Stuart Turley, 2019. "Big Data and changes in audit technology: contemplating a research agenda," Accounting and Business Research, Taylor & Francis Journals, vol. 49(1), pages 95-119, January.
    14. Ralph Adler & Markus Milne & Carolyn Stringer, 2000. "Identifying and overcoming obstacles to learner-centred approaches in tertiary accounting education: a field study and survey of accounting educators' perceptions," Accounting Education, Taylor & Francis Journals, vol. 9(2), pages 113-134.
    15. Efendi, Jap & Park, Jin Dong & Smith, L. Murphy, 2014. "Do XBRL filings enhance informational efficiency? Early evidence from post-earnings announcement drift," Journal of Business Research, Elsevier, vol. 67(6), pages 1099-1105.
    16. Ali, Omar & Ally, Mustafa & Clutterbuck, & Dwivedi, Yogesh, 2020. "The state of play of blockchain technology in the financial services sector: A systematic literature review," International Journal of Information Management, Elsevier, vol. 54(C).
    17. Lee Moerman & Sandra Van Der Laan, 2005. "Social reporting in the tobacco industry: all smoke and mirrors?," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 18(3), pages 374-389, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Valeriu Brabete & Catalin Mihail Barbu & Daniel Circiumaru & Daniel Goagara & Dorel Berceanu, 2024. "Redesign of Accounting Education to Meet the Challenges of Artificial Intelligence – A Literature Review," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(65), pages 275-275, February.

    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. Jiao Ji & Oleksandr Talavera & Shuxing Yin, 2018. "The Hidden Information Content: Evidence from the Tone of Independent Director Reports," Working Papers 2018-28, Swansea University, School of Management.
    2. Umar, Tarik, 2022. "Complexity aversion when SeekingAlpha," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    3. Amir Hossain & Sudipta Bose & Abul Shamsuddin, 2023. "Diffusion of integrated reporting, insights and potential avenues for future research," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2503-2555, June.
    4. Pierre L. Siklos, 2020. "U.S. Monetary Policy since the 1950s and the Changing Content of FOMC Minutes," Southern Economic Journal, John Wiley & Sons, vol. 86(3), pages 1192-1213, January.
    5. Stewart, Christopher R., 2023. "Appraisal rights and corporate disclosure during mergers and acquisitions," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    6. Yuan Song & Hongwei Wang & Maoran Zhu, 2018. "Sustainable strategy for corporate governance based on the sentiment analysis of financial reports with CSR," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-14, December.
    7. Chris Florakis & Christodoulos Louca & Roni Michaely & Michael Weber, 2020. "Cybersecurity Risk," Working Papers 2020-178, Becker Friedman Institute for Research In Economics.
    8. Liu, Pu & Nguyen, Hazel T., 2020. "CEO characteristics and tone at the top inconsistency," Journal of Economics and Business, Elsevier, vol. 108(C).
    9. Kladakis, George & Chen, Lei & Bellos, Sotirios K., 2023. "Ethical bank disclosures and liquidity creation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    10. Chen, Cathy Yi-Hsuan & Fengler, Matthias R. & Härdle, Wolfgang Karl & Liu, Yanchu, 2022. "Media-expressed tone, option characteristics, and stock return predictability," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    11. Leilane de Freitas Rocha Cambara & Roberto Meurer, 2023. "News sentiment and foreign portfolio investment in Brazil," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3332-3348, July.
    12. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, Oxford University Press, vol. 134(4), pages 2135-2202.
    13. Eghbal Rahimikia & Stefan Zohren & Ser-Huang Poon, 2021. "Realised Volatility Forecasting: Machine Learning via Financial Word Embedding," Papers 2108.00480, arXiv.org, revised Mar 2023.
    14. Kim, Jongkyum & Lim, Jee-Hae & Yoon, Kyunghee, 2022. "How do the content, format, and tone of Twitter-based corporate disclosure vary depending on earnings performance?," International Journal of Accounting Information Systems, Elsevier, vol. 47(C).
    15. Matteo Cinelli & Valerio Ficcadenti & Jessica Riccioni, 2021. "The interconnectedness of the economic content in the speeches of the US Presidents," Annals of Operations Research, Springer, vol. 299(1), pages 593-615, April.
    16. Gao, Lei & Calderon, Thomas G. & Tang, Fengchun, 2020. "Public companies' cybersecurity risk disclosures," International Journal of Accounting Information Systems, Elsevier, vol. 38(C).
    17. Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2021. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Discussion Papers LFIN 2021018, Université catholique de Louvain, Louvain Finance (LFIN).
    18. Danial Hemmings & Lynn Hodgkinson & Gwion Williams, 2020. "It's OK to pay well, if you write well: The effects of remuneration disclosure readability," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 547-586, May.
    19. repec:zbw:bofrdp:2020_012 is not listed on IDEAS
    20. Muhammad Farhan Malik & Yuan George Shan & Jamie Yixing Tong, 2022. "Do auditors price litigious tone?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1715-1760, April.
    21. Jana P. Fidrmuc & Tereza Tykvova, 2023. "Are Acquirer Shareholders Happier when Their Industries Are Unhappy?," Swiss Finance Institute Research Paper Series 23-52, Swiss Finance Institute.

    More about this item

    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:bla:acctfi:v:63:y:2023:i:4:p:4037-4063. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaanzea.html .

    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.