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Accounting students’ learning processes in analytics: A sensemaking perspective

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  • Mesa, William B.

Abstract

This paper takes a sensemaking perspective for purposes of better understanding the learning processes of students engaged in data analytics tasks and thus provide an enriched approach to teaching the subject. A sensemaking perspective addresses a gap in the accounting education literature by describing the learning processes associated with conducting data analytics tasks. A case study methodology was used by conducting an exploratory study of students’ sensemaking activities while engaging in an experiential data analytics project. Findings from the study suggest students engaged in data analytics tasks experience states of uncertainty and ambiguity. They also experience behaviors of wrestling to develop findings and insights, experimenting followed by failure, creating solutions, and regularly evaluating their work progress. The variety of these behaviors, which resemble deep-learning processes can pose challenges to teaching data analytics to accounting students.

Suggested Citation

  • Mesa, William B., 2019. "Accounting students’ learning processes in analytics: A sensemaking perspective," Journal of Accounting Education, Elsevier, vol. 48(C), pages 50-68.
  • Handle: RePEc:eee:joaced:v:48:y:2019:i:c:p:50-68
    DOI: 10.1016/j.jaccedu.2019.06.003
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    References listed on IDEAS

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    1. Karl E. Weick, 2010. "Reflections on Enacted Sensemaking in the Bhopal Disaster," Journal of Management Studies, Wiley Blackwell, vol. 47(3), pages 537-550, May.
    2. Joseph Lampel & Jamal Shamsie & Zur Shapira, 2009. "Experiencing the Improbable: Rare Events and Organizational Learning," Organization Science, INFORMS, vol. 20(5), pages 835-845, October.
    3. Ursula Lucas, 2001. "Deep and surface approaches to learning within introductory accounting: a phenomenographic study," Accounting Education, Taylor & Francis Journals, vol. 10(2), pages 161-184.
    4. Dombrowski, Robert F. & Smith, Kenneth J. & Wood, Bob G., 2013. "Bridging the education-practice divide: The Salisbury University auditing internship program," Journal of Accounting Education, Elsevier, vol. 31(1), pages 84-106.
    5. Karl E. Weick & Kathleen M. Sutcliffe, 2006. "Mindfulness and the Quality of Organizational Attention," Organization Science, INFORMS, vol. 17(4), pages 514-524, August.
    6. McKinney, Earl & Yoos, Charles J. & Snead, Ken, 2017. "The need for ‘skeptical’ accountants in the era of Big Data," Journal of Accounting Education, Elsevier, vol. 38(C), pages 63-80.
    7. Chmielewski-Raimondo, Danielle A. & McKeown, Warren & Brooks, Albie, 2016. "The field as our classroom: Applications in a business-related setting," Journal of Accounting Education, Elsevier, vol. 34(C), pages 41-58.
    8. Riggins, Frederick J. & Klamm, Bonnie K., 2017. "Data governance case at KrauseMcMahon LLP in an era of self-service BI and Big Data," Journal of Accounting Education, Elsevier, vol. 38(C), pages 23-36.
    9. Dennis A. Gioia & Kumar Chittipeddi, 1991. "Sensemaking and sensegiving in strategic change initiation," Strategic Management Journal, Wiley Blackwell, vol. 12(6), pages 433-448, September.
    10. Scott F. Turner & Violina Rindova, 2012. "A Balancing Act: How Organizations Pursue Consistency in Routine Functioning in the Face of Ongoing Change," Organization Science, INFORMS, vol. 23(1), pages 24-46, February.
    11. Janvrin, Diane J. & Weidenmier Watson, Marcia, 2017. "“Big Data”: A new twist to accounting," Journal of Accounting Education, Elsevier, vol. 38(C), pages 3-8.
    12. Dennis A. Gioia & James B. Thomas & Shawn M. Clark & Kumar Chittipeddi, 1994. "Symbolism and Strategic Change in Academia: The Dynamics of Sensemaking and Influence," Organization Science, INFORMS, vol. 5(3), pages 363-383, August.
    13. Martha S. Feldman, 2000. "Organizational Routines as a Source of Continuous Change," Organization Science, INFORMS, vol. 11(6), pages 611-629, December.
    14. William H. Starbuck, 2009. "Perspective ---Cognitive Reactions to Rare Events: Perceptions, Uncertainty, and Learning," Organization Science, INFORMS, vol. 20(5), pages 925-937, October.
    15. Manfred F. R. Kets de Vries & Danny Miller, 1987. "Interpreting Organizational Texts," Journal of Management Studies, Wiley Blackwell, vol. 24(3), pages 233-247, May.
    16. Stanley, Trevor & Marsden, Stephen, 2013. "Accountancy capstone: Enhancing integration and professional identity," Journal of Accounting Education, Elsevier, vol. 31(4), pages 363-382.
    17. 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.
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