MENILAI INTEGRASI MUATAN DATA ANALYTICS DALAM KURIKULUM PROGRAM STUDI KOMPUTERISASI AKUNTANSI POLINES

Ulfah Hidayati, M. Noor Ardiansah, Alvianita G. Putri, Sri Murtini, A. Wafa Manshur

Abstract


Abstract : This study demonstrates a framework for integrating data analytics into an existing undergraduate accounting computerization course. One contribution of curriculum integration is that students are introduced to data analytics in a progressive or sequential manner, while not requiring additional semester credit units to reflect the information technology changes made to the curriculum and the accounting profession. The model from Qasim et al. (2020) proposes course learning outcomes (CLOs) related to data analysis with specific course levels. The findings show that data analysis materials are identified as existing and have an impact on changes in learning materials. Empirically, there are differences in the level of understanding and mastery of skills on data analysis tools between lecturers and students. The course that needs to develop the adoption of data analysis material is intermediate financial accounting expansively. This model can be used as a reference for lecturers and curriculum committees when updating the accounting curriculum to include data analytics.

Keywords


Data Analytics; Accounting Curriculum; Accounting Analytics; Information Technology

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References


REFERENSI

Abed, S. S. (2021). A literature review exploring the role of technology in business survival during the Covid-19 lockdowns. International Journal of Organizational Analysis. https://doi.org/10.1108/IJOA-11-2020-2501

Aleqab, M. M. A., Nurunnabi, M., & Adel, D. (2015). Mind the Gap: Accounting Information Systems Curricula Development in Compliance With IFAC Standards in a Developing Country. Journal of Education for Business, 90(7), 349–358. https://doi.org/10.1080/08832323.2015.1068155

Appelbaum, D., Kogan, A., & Vasarhelyi, M. A. (2017). Big data and analytics in the modern audit engagement: Research needs. Auditing: A Journal of Practice & Theory, 36(4), 1–27.

Balaban, I., Mu, E., & Divjak, B. (2013). Development of an electronic Portfolio system success model: An information systems approach. Computers and Education, 60(1), 396–411. https://doi.org/10.1016/j.compedu.2012.06.013

Boedker, C., & Chua, W. F. (2013). Accounting as an Affective Technology: A Study of Circulation, Agency and Entrancement. Accounting, Organizations and Society, 38(4), 245–267. https://doi.org/10.1016/j.aos.2013.05.001

Cao, L. (2017). Data science: A comprehensive overview. ACM Computing Surveys, 50(3). https://doi.org/10.1145/3076253

Clayton, P. R., & Clopton, J. (2019). Business curriculum redesign: Integrating data analytics. Journal of Education for Business, 94(1), 57–63.

Coyne, J. G., Coyne, E. M., & Walker, K. B. (2016). A model to update accounting curricula for emerging technologies. Journal of Emerging Technologies in Accounting, 13(1), 161–169.

Debreceny, R., & Farewell, S. (2010). XBRL in the accounting curriculum. Issues in Accounting Education, 25(3), 379–403.

Debreceny, R., Gray, G. L., Jun-Jin Ng, J., Siow-Ping Lee, K., & Yau, W.-F. (2005). Embedded Audit Modules in Enterprise Resource Planning Systems: Implementation and Functionality. Journal of Information Systems, 19(2), 7–27. https://doi.org/10.2308/jis.2005.19.2.7

Dzuranin, A. C., Jones, J. R., & Olvera, R. M. (2018). Infusing data analytics into the accounting curriculum: A framework and insights from faculty. Journal of Accounting Education, 43, 24–39.

Grover, P., & Kar, A. K. (2017). Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature. Global Journal of Flexible Systems Management, 18(3), 203–229. https://doi.org/10.1007/s40171-017-0159-3

Han, J., Kamber, M., & Pei, J. (2012). Data Mining: Concepts and Techniques. In Data Mining: Concepts and Techniques. https://doi.org/10.1016/C2009-0-61819-5

Hopwood, A. G. (2009). Accounting and The Environment. Accounting, Organizations and Society, 34(3–4), 433–439. https://doi.org/10.1016/j.aos.2009.03.002

Huang, F., & Vasarhelyi, M. A. (2019). Applying robotic process automation (RPA) in auditing: A framework. International Journal of Accounting Information Systems, 35, 100433.

Issa, A., Hatiboglu, B., Bildstein, A., & Bauernhansl, T. (2018). Industrie 4.0 roadmap: Framework for digital transformation based on the concepts of capability maturity and alignment. Procedia Cirp. https://www.sciencedirect.com/science/article/pii/S2212827118303081

Issa, H., Sun, T., & Vasarhelyi, M. A. (2016). Research ideas for artificial intelligence in auditing: The formalization of audit and workforce supplementation. Journal of Emerging Technologies in Accounting, 13(2), 1–20.

Joseph, G., George, A., & Strickland, S. (2015). Perspectives on information literacy in the accounting curriculum. Advances in Accounting Education: Teaching and Curriculum Innovations, 16, 89–111. https://doi.org/10.1108/S1085-462220150000016005

Khan, S. A. R., Godil, D. I., Jabbour, C. J. C., Shujaat, S., & ... (2021). Green data analytics, blockchain technology for sustainable development, and sustainable supply chain practices: evidence from small and medium enterprises. Annals of Operations …. https://doi.org/10.1007/s10479-021-04275-x

Kotb, A., Roberts, C., & Stoner, G. (2013). E-business in accounting education in the UK and Ireland: Influences on inclusion in the curriculum. The International Journal of Management Education, 11(3), 150–162.

Lawson, R. A., Blocher, E. J., Brewer, P. C., Cokins, G., Sorensen, J. E., Stout, D. E., Sundem, G. L., Wolcott, S. K., & Wouters, M. J. F. (2014). Focusing accounting curricula on students’ long-run careers: Recommendations for an integrated competency-based framework for accounting education. Issues in Accounting Education, 29(2), 295–317.

Mishra, R., & Sharma, R. (2015). Big Data: Opportunities and Challenges. International Journal of Computer Science and Mobile Computing, 46(6), 27–35.

Onyefulu, D. I., & Ofor, T. N. (2016). Effect of Internal Control on Fraud Prevention and Detection in the Public Sector in Nigeria. Journal of Accounting and Financial Management, 2(4), 21–27. www.iiardpub.org

Pincus, K. V, Stout, D. E., Sorensen, J. E., Stocks, K. D., & Lawson, R. A. (2017). Forces for change in higher education and implications for the accounting academy. Journal of Accounting Education, 40, 1–18.

Priambodo, I. T., Sasmoko, S., Abdinagoro, S. B., & ... (2022). ROLE OF E-COMMERCE MATURITY AND E-COMMERCE ADOPTION TOWARDS E-COMMERCE PERFORMANCE: AN EVIDENCE FROM CREATIVE INDUSTRY …. International Journal of …. https://sobiad.org/menuscript/index.php/ijebeg/article/view/948

Prihantoro, C. R. (2015). The perspective of curriculum in Indonesia on environmental education. International Journal of Research Studies in Education, 4(1), 77–83.

Qasim, A., Issa, H., El Refae, G. A., & Sannella, A. J. (2020). A model to integrate data analytics in the undergraduate accounting curriculum. Journal of Emerging Technologies in Accounting, 17(2), 31–44.

Qasim, A., & Kharbat, F. F. (2020). Blockchain technology, business data analytics, and artificial intelligence: Use in the accounting profession and ideas for inclusion into the accounting curriculum. Journal of Emerging Technologies in Accounting, 17(1), 107–117.

Richardson, V. J., Teeter, R., & Terrell, K. (2021). Data analytics for accounting. McGraw-Hill Education New York, NY.

Rolliawati, D., Khalid, K., & Rozas, I. S. (2020). Teknologi Opinion Mining untuk mendukung strategic planning. Jurnal Teknologi Informasi Dan Ilmu Komputer (JTIIK), 7(2), 293–302.

Rozas, I., Khalid, Rolliawati, D., Wahyudi, N., & Ratodi, M. (2019). Readiness of Indonesian Higher Education Programs in the Big Data Era. International Conference on Social Science 2019 (ICSS 2019), 1216–1221. https://doi.org/10.2991/icss-19.2019.1

Scapens, R. W., & Jazayeri, M. (2003). ERP systems and management accounting change: opportunities or impacts? A research note. In European Accounting Review (Vol. 12, Issue 1). https://doi.org/10.1080/0963818031000087907

Sugiyanto, & Slamet PH, S. (2016). Continuing Profesional Competence Development Of Vocation Lecturers On Vocational Education In Lampung. Jurnal Pendidikan Vokasi, 6(3), 292–304.

Tapis, G. P., & Priya, K. (2020). Developing and assessing data analytics courses: A continuous proposal for responding to AACSB standard A5. Journal of Emerging Technologies in Accounting, 17(1), 133–141.

Vien, C. (2018). What to know about AACSB Accounting Standard A5. Journal of Accountancy Newsletter.

Weirich, T. R., Tschakert, N., & Kozlowski, S. (2018). Teaching data analytics skills in auditing classes using Tableau. Journal of Emerging Technologies in Accounting, 15(2), 137–150.

Wijayasekera, S. C., Hussain, S. A., Paudel, A., Paudel, B., Steen, J., Sadiq, R., & Hewage, K. (2022). Data analytics and artificial intelligence in the complex environment of megaprojects: Implications for practitioners and project organizing theory. Project Management Journal, 53(5), 485–500.




DOI: http://dx.doi.org/10.32497/akunbisnis.v6i1.4583

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