THE EFFECT OF BIG DATA APPLICATION ON FINANCIAL PERFORMANCE: COMPANY SIZE AS A MODERATING VARIABLE

Authors

  • Aniatul Khasanah Universitas Mataram
  • Robith Hudaya Universitas Mataram

DOI:

https://doi.org/10.29303/jaa.v8i2.366

Keywords:

Big data, Financial Performance, Company size, Firm Size

Abstract

This research aims to determine the effect of implementing big dataon a company's financial performance by considering company size as a moderating factor. This research focuses on the banking sector, which is publicly traded on the IDX. The sampling technique used was purposive sampling over three years (2020-2022). 46 out of 47 companies were selected for sampling and observation. The analysis tool uses Eviews 12 to perform panel data regression. Research findings show that the use of big data has an adverse impact on the financial performance of businesses. Apart from that, the size of the company is also considered not to have the ability to mitigate the impact of the use of big data on the company's financial performance.

References

Abdulazeez, SB (2020). Profiting from big data. 229(April 2020).

Adha, L.A. (2020). Industrial Digitalization and Its Impact on Employment and Work Relations in Indonesia. Journal of Legal Compilations, 5(2), 267–298. https://doi.org/10.29303/jkh.v5i2.49

Alkababji, B. obhi A. (2023). Big dataTools and Techniques in Developing Accounting Practices and the Impact of their Analysis on the Financial Performance. 31, 618–631.

Davis, F.D. (1989). Technology Acceptance Model Theory. Perceived Usefulness, Perceived Ease of Use and User Acceptance of Information Technology, 13(3), 1–23.

Dewi, PPER, & Tenaya, AI (2017). The Influence of GCG Implementation and Company Size on Banking Financial Performance on the IDX for the 2013-2016 Period. Udayana University Accounting E-Journal, 21(1), 310–329. https://ojs.unud.ac.id/index.php/Akuntansi/article/download/33044/20675

Fajriyah Nurul, Wawan Setiawan, Ernawati Dewi, TD (2022). Implementation of Big data Technology in the Digital Era. Journal of Informatics, 1(8.5.2017), 2003–2005.

Gujarati, Damodar, P.D. (2012). Basic Econometrics.

Hu, R., & Liu, M. (2022). Big data Analysis Capability, Supply Chain Flexibility and Manufacturing Firm Performance. Academic Journal of Humanities & Social Sciences, 5(11), 1–7. https://doi.org/10.25236/ajhss.2022.051101

Maryanti, Eny, Biduri Sarwenda, KMH (2022). Is Company Size a Moderating Variable? 8(1), 33–43.

Muchlis, M., Agustia, D., & Narsa, IM (2021). The Influence of Big data Technology on Company Value Through Company Financial Performance on the Indonesian Stock Exchange. EQUITY (Journal of Economics and Finance), 5(2), 139–158. https://doi.org/10.24034/j25485024.y2021.v5.i2.4928

Nurcahya Adi Sindhu, Endang, S. (2017). The Influence of Good Corporate Governance, Company Size and Leverage on Company Financial Performance. Journal of Accounting and Finance Review, 4(1), 579–588.

Nurisman, H., Sampurna, DS, Nuryati, T., Santoso, JB, Aminoto, T., & Purwo, BS (2022). Mendeley Training and Data Analysis Techniques with Eviews. Indonesian Community Service and Empowerment Journal (IComSE), 3(1), 230–235. https://doi.org/10.34010/icomse.v3i1.6673

Panci, M. (2023). Business Intelligence (BI) in Company Performance: The Big Role of Data Analysis and Blockchain Technology.

Pratiwi, LPEA, & Dharmadiaksa, IB (2018). The Influence of the Use and Relevance of Information Technology and the Effectiveness of Accounting Information Systems on Employee Performance. Accounting E-Journal, 23, 351. https://doi.org/10.24843/eja.2018.v23.i01.p14

Purba, N., Yahya, M., & Nurbaiti. (2021). Industrial Revolution 4.0: The Role of Technology in the Existence of Business Mastery and Its Implementation. Journal of Business Behavior and Strategy, 9(2), 91–98.

Rahardja, AS, & Hariyanto, W. (2023). The Influence of Big dataTechnology on Financial Performance and Competitive Advantage Studies of Go Public Companies in Indonesia's Banking Sector The Influence of Big dataTechnology on Financial Performance and Competitive Advantage Studies of Companies. 1–8.

Skyrius, R., Giriūnienė, G., Katin, I., Kazimianec, M., & Žilinskas, R. (2018). The Potential of Big datain Banking. In Studies in Big data(Vol. 26). https://doi.org/10.1007/978-3-319-53817-4_17

Tunggal, N.A., & Elliza, E. (2021). "Pensi Bintey": The Effect of Big dataAnalytics Implementation on the Occurrence of Audit Delay. Journal of Accounting and Finance Research, 16(2), 109. https://doi.org/10.21460/jrak.2020.162.378

Xiong, Y. (2023). The Impact of Cloud Computing and Big dataTechnology on Digitalization in Financial Industry. Financial Engineering and Risk Management, 6(1), 99–104. https://doi.org/10.23977/ferm.2023.060115

Zehir, Cemal, M. (2022). Big dataanalytics capability and firm performance: The moderating role of firm size. Yıldız Sosyal Bilimler Enstitüsü Dergisi, 6, 62–73. https://doi.org/10.14744/ysbed.2022.00019

Zhu, X., & Yang, Y. (2021). Big dataanalytics for improving financial performance and sustainability. Journal of Systems Science and Information, 9(2), 175–191. https://doi.org/10.21078/JSSI-2021-175-17

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Published

2024-02-15

How to Cite

Khasanah, A., & Hudaya, R. (2024). THE EFFECT OF BIG DATA APPLICATION ON FINANCIAL PERFORMANCE: COMPANY SIZE AS A MODERATING VARIABLE. Jurnal Aplikasi Akuntansi, 8(2), 403–410. https://doi.org/10.29303/jaa.v8i2.366