IDEAS home Printed from https://ideas.repec.org/a/spr/jmgtco/v31y2020i1d10.1007_s00187-020-00295-z.html
   My bibliography  Save this article

Digital data and management accounting: why we need to rethink research methods

Author

Listed:
  • Alnoor Bhimani

    (London School of Economics)

Abstract

Digitalisation is having profound effects on how enterprises function. Its impact on accounting research is growing as the rise of the internet, mobile technologies and digital economy tools generate depth, breadth and variety of data that far exceed what researchers have had access to in the past. But whilst social scientists interested in organisational issues are starting to question conventional methodological approaches to the study of contexts where digital data forms are drawn upon, little such concern has been voiced in the management accounting literature. This paper seeks to explore the continued applicability of conventional methodological thinking when carrying out investigations within digital data environments to inform management accounting studies. It considers why digitalisation impacts methodological precepts, identifies how descriptive and explanatory modes of questioning which management accountants have conventionally opted for need rethinking, discusses ways in which digital data characteristics alter what can be drawn from empirical studies, and points to the potential offered within digitalised settings for methodological advance. It concludes by highlighting the necessity, where digitalisation exists, to question modes of posing questions and to reconsider the applicability of methodological precepts deployed by management accounting researchers to date.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:jmgtco:v:31:y:2020:i:1:d:10.1007_s00187-020-00295-z
    DOI: 10.1007/s00187-020-00295-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00187-020-00295-z
    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/s00187-020-00295-z?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lukka, Kari, 2014. "Exploring the possibilities for causal explanation in interpretive research," Accounting, Organizations and Society, Elsevier, vol. 39(7), pages 559-566.
    2. Chapman, Christopher S., 1997. "Reflections on a contingent view of accounting," Accounting, Organizations and Society, Elsevier, vol. 22(2), pages 189-205, February.
    3. Yong-Hong Kuo & Andrew Kusiak, 2019. "From data to big data in production research: the past and future trends," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4828-4853, August.
    4. Armstrong, Peter, 1987. "The rise of accounting controls in British capitalist enterprises," Accounting, Organizations and Society, Elsevier, vol. 12(5), pages 415-436, August.
    5. Jessica H. Yang & Siwen Liu, 2017. "Accounting narratives and impression management on social media," Accounting and Business Research, Taylor & Francis Journals, vol. 47(6), pages 673-694, September.
    6. Gerdin, Jonas & Greve, Jan, 2004. "Forms of contingency fit in management accounting research--a critical review," Accounting, Organizations and Society, Elsevier, vol. 29(3-4), pages 303-326.
    7. Lin Qiu & Sarah Hian May Chan & David Chan, 2018. "Big data in social and psychological science: theoretical and methodological issues," Journal of Computational Social Science, Springer, vol. 1(1), pages 59-66, January.
    8. Bhimani, Alnoor, 2015. "Exploring big data’s strategic consequences," LSE Research Online Documents on Economics 86632, London School of Economics and Political Science, LSE Library.
    9. Gregory S. Miller & Douglas J. Skinner, 2015. "The Evolving Disclosure Landscape: How Changes in Technology, the Media, and Capital Markets Are Affecting Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 53(2), pages 221-239, May.
    10. Langfield-Smith, Kim, 1997. "Management control systems and strategy: A critical review," Accounting, Organizations and Society, Elsevier, vol. 22(2), pages 207-232, February.
    11. Andrea Fried, 2017. "Terminological distinctions of ‘control’: a review of the implications for management control research in the context of innovation," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 28(1), pages 5-40, February.
    12. Patrick Mikalef & Ilias O. Pappas & John Krogstie & Michail Giannakos, 2018. "Big data analytics capabilities: a systematic literature review and research agenda," Information Systems and e-Business Management, Springer, vol. 16(3), pages 547-578, August.
    13. 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).
    14. Cade, Nicole L., 2018. "Corporate social media: How two-way disclosure channels influence investors," Accounting, Organizations and Society, Elsevier, vol. 68, pages 63-79.
    15. 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.
    16. Leslie Willcocks & Will Venters & Edgar A. Whitley, 2014. "Moving to the Cloud Corporation," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-34747-3, December.
    17. Appelbaum, Deniz & Kogan, Alexander & Vasarhelyi, Miklos & Yan, Zhaokai, 2017. "Impact of business analytics and enterprise systems on managerial accounting," International Journal of Accounting Information Systems, Elsevier, vol. 25(C), pages 29-44.
    18. Konstantina Spanaki & Zeynep Gürgüç & Richard Adams & Catherine Mulligan, 2018. "Data supply chain (DSC): research synthesis and future directions," International Journal of Production Research, Taylor & Francis Journals, vol. 56(13), pages 4447-4466, July.
    19. Alnoor Bhimani & Leslie Willcocks, 2014. "Digitisation, 'Big Data' and the transformation of accounting information," Accounting and Business Research, Taylor & Francis Journals, vol. 44(4), pages 469-490, August.
    20. Herman Aguinis & Wayne F. Cascio & Ravi S. Ramani, 2017. "Science’s reproducibility and replicability crisis: International business is not immune," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(6), pages 653-663, August.
    21. Granlund, Markus & Lukka, Kari, 2017. "Investigating highly established research paradigms: Reviving contextuality in contingency theory based management accounting research," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 45(C), pages 63-80.
    22. Sophie Cockcroft & Mark Russell, 2018. "Big Data Opportunities for Accounting and Finance Practice and Research," Australian Accounting Review, CPA Australia, vol. 28(3), pages 323-333, September.
    23. D. Mancini & R. Lamboglia & N. G. Castellano & K. Corsi, 2017. "Trends of Digital Innovation Applied to Accounting Information and Management Control Systems," Lecture Notes in Information Systems and Organization, in: Katia Corsi & Nicola Giuseppe Castellano & Rita Lamboglia & Daniela Mancini (ed.), Reshaping Accounting and Management Control Systems, pages 1-19, Springer.
    24. J. Piet Hausberg & Kirsten Liere-Netheler & Sven Packmohr & Stefanie Pakura & Kristin Vogelsang, 2019. "Research streams on digital transformation from a holistic business perspective: a systematic literature review and citation network analysis," Journal of Business Economics, Springer, vol. 89(8), pages 931-963, December.
    25. Michela Arnaboldi & Cristiano Busco & Suresh Cuganesan, 2017. "Accounting, accountability, social media and big data: revolution or hype?," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(4), pages 762-776, May.
    26. Halford, Susan & Savage, Mike, 2017. "Speaking sociologically with big data: symphonic social science and the future for big data research," LSE Research Online Documents on Economics 87236, London School of Economics and Political Science, LSE Library.
    27. Rikhardsson, Pall & Yigitbasioglu, Ogan, 2018. "Business intelligence & analytics in management accounting research: Status and future focus," International Journal of Accounting Information Systems, Elsevier, vol. 29(C), pages 37-58.
    28. Emma Davidson & Rosalind Edwards & Lynn Jamieson & Susie Weller, 2019. "Big data, qualitative style: a breadth-and-depth method for working with large amounts of secondary qualitative data," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 363-376, January.
    29. Blazquez, Desamparados & Domenech, Josep, 2018. "Big Data sources and methods for social and economic analyses," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 99-113.
    30. Khaldoon Al-Htaybat & Larissa von Alberti-Alhtaybat, 2017. "Big Data and corporate reporting: impacts and paradoxes," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(4), pages 850-873, May.
    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. Anca Antoaneta Vărzaru, 2022. "Assessing Digital Transformation of Cost Accounting Tools in Healthcare," IJERPH, MDPI, vol. 19(23), pages 1-18, November.
    2. Fabio Nappo & Alessandra Lardo & Maria Teresa Bianchi & Federico Schimperna, 2023. "The impact of digitalisation on professional football clubs," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2023(2), pages 117-136.
    3. Wai Fong Chua, 2022. "Matters of concern and engaged research," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4615-4627, December.
    4. Ágnes Szukits, 2022. "The illusion of data-driven decision making – The mediating effect of digital orientation and controllers’ added value in explaining organizational implications of advanced analytics," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 33(3), pages 403-446, September.
    5. Lassila, Erkki M., 2022. "“Free”-to-play game: Governing the everyday life of digital popular culture," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 87(C).
    6. Viktorija Varaniūtė & Ineta Žičkutė & Akvilė Žandaravičiūtė, 2022. "The Changing Role of Management Accounting in Product Development: Directions to Digitalization, Sustainability, and Circularity," Sustainability, MDPI, vol. 14(8), pages 1-17, April.
    7. Iryna Kravchenko, 2022. "Implementation of Digital Economy Tools in Statistical Analysis, Accounting and Audit," Oblik i finansi, Institute of Accounting and Finance, issue 3, pages 12-20, September.
    8. Adriana Tiron-Tudor & Delia Deliu, 2021. "Big Data’s Disruptive Effect on Job Profiles: Management Accountants’ Case Study," JRFM, MDPI, vol. 14(8), pages 1-26, August.
    9. Sinziana-Maria Rindasu & Ioan Dan Topor & Liliana Ionescu-Feleaga, 2023. "The Evolution of Management Accountants' Digital Skills in Industry 4.0: A Qualitative Approach," Oblik i finansi, Institute of Accounting and Finance, issue 1, pages 38-48, March.
    10. Jochen Fähndrich, 2023. "A literature review on the impact of digitalisation on management control," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 34(1), pages 9-65, March.
    11. Olga Pilipczuk, 2020. "Toward Cognitive Management Accounting," Sustainability, MDPI, vol. 12(12), pages 1-22, June.
    12. 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.

    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. Francis Aboagye‐Otchere & Cletus Agyenim‐Boateng & Abdulai Enusah & Theodora Ekua Aryee, 2021. "A Review of Big Data Research in Accounting," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 28(4), pages 268-283, October.
    2. Jochen Fähndrich, 2023. "A literature review on the impact of digitalisation on management control," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 34(1), pages 9-65, March.
    3. Knudsen, Dan-Richard, 2020. "Elusive boundaries, power relations, and knowledge production: A systematic review of the literature on digitalization in accounting," International Journal of Accounting Information Systems, Elsevier, vol. 36(C).
    4. Adriana Tiron-Tudor & Delia Deliu, 2021. "Big Data’s Disruptive Effect on Job Profiles: Management Accountants’ Case Study," JRFM, MDPI, vol. 14(8), pages 1-26, August.
    5. 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).
    6. Klaus Möller & Utz Schäffer & Frank Verbeeten, 2020. "Digitalization in management accounting and control: an editorial," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 31(1), pages 1-8, April.
    7. Michele Galeotti & Rosa Lombardi & Paola Paoloni & Fabiana Roberto, 2022. "Big data and sustainability reports: The current approach to non-accounting data management," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2022(2 Suppl.), pages 95-116.
    8. Roy-Ivar Andreassen, 2020. "Digital technology and changing roles: a management accountant’s dream or nightmare?," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 31(3), pages 209-238, September.
    9. Domenica Lavorato & Palmira Piedepalumbo, 2023. "How Smart Technologies Affect the Decision-Making and Control System of Food and Beverage Companies—A Case Study," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
    10. Mohamed Saeudy & Ali Meftah Gerged & Khaldoon Albitar, 2022. "Accounting Perspectives on The Business Value of Big Data During and Beyond The COVID-19 Pandemic," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 21(2), pages 174-199, June.
    11. Järvenpää, Marko & Hoque, Zahirul & Mättö, Toni & Rautiainen, Antti, 2023. "Controllers’ role in managerial sensemaking and information trust building in a business intelligence environment," International Journal of Accounting Information Systems, Elsevier, vol. 50(C).
    12. Naranjo-Gil, David & Hartmann, Frank, 2007. "Management accounting systems, top management team heterogeneity and strategic change," Accounting, Organizations and Society, Elsevier, vol. 32(7-8), pages 735-756.
    13. Ibrahim, Awad Elsayed Awad & Elamer, Ahmed A. & Ezat, Amr Nazieh, 2021. "The convergence of big data and accounting: innovative research opportunities," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    14. Fábio Albuquerque & Paula Gomes Dos Santos, 2023. "Recent Trends in Accounting and Information System Research: A Literature Review Using Textual Analysis Tools," FinTech, MDPI, vol. 2(2), pages 1-27, April.
    15. Gianluca Vitale & Sebastiano Cupertino & Angelo Riccaboni, 2020. "Big data and management control systems change: the case of an agricultural SME," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 31(1), pages 123-152, April.
    16. Adel Elgharbawy & Magdy Abdel-Kader, 2013. "Enterprise governance and value-based management: a theoretical contingency framework," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 17(1), pages 99-129, February.
    17. Laura Corazza & Junru Zhang & Dilhani Kapu Arachchilage & Simone Domenico Scagnelli, 2022. "Blockchain and Sustainability Disclosure: A Scenario-Based Application for Supply Chains," Sustainability, MDPI, vol. 15(1), pages 1-12, December.
    18. Daniela Ruggeri & Antonio Leotta & Carmela Rizza, 2023. "Digitalisation and accounting language games in organisational contexts," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(3), pages 817-838, September.
    19. Fleming, Damon M. & Chow, Chee W. & Chen, Gongmeng, 2009. "Strategy, performance-measurement systems, and performance: A study of Chinese firms," The International Journal of Accounting, Elsevier, vol. 44(3), pages 256-278, September.
    20. Ágnes Szukits, 2022. "The illusion of data-driven decision making – The mediating effect of digital orientation and controllers’ added value in explaining organizational implications of advanced analytics," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 33(3), pages 403-446, September.

    More about this item

    Keywords

    Digitalisation; Methodology; Empiricism; Datafication;
    All these keywords.

    JEL classification:

    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General

    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:spr:jmgtco:v:31:y:2020:i:1:d:10.1007_s00187-020-00295-z. 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.