Pelatihan: Data Analytics for Business Decision Making Using Stata, Implikasi Riset Akuntansi di Prodi Akuntansi UIN Syarif Hidayatullah Jakarta

Sihar Tambun; Riris Rotua Sitorus

doi:10.52447/jpn.v5i2.9059

Pelatihan: Data Analytics for Business Decision Making Using Stata, Implikasi Riset Akuntansi di Prodi Akuntansi UIN Syarif Hidayatullah Jakarta

Sihar Tambun, Riris Rotua Sitorus

Abstract

Research data processing and analysis skills are no longer merely required competencies, but rather an integral requirement for prospective accounting graduates. This need underlies the Stata software training program for accounting students at UIN Syarif Hidayatullah Jakarta. The training aimed to educate students on how to process accounting research data using panel data using Stata software. The training covered data input, data testing techniques for research needs, and data interpretation. The training resulted in participants being able to independently process panel data using Stata software and interpret accounting research results. The training was evaluated on participants who had never studied Stata software before. The results showed a significant increase in data processing skills, from those who had no skills at all to those who could independently process data. Although the majority of participants already understood the software, they needed to practice these skills continuously to become more accustomed to and independently process panel data-based accounting research data

Keywords

Panel data, Accounting Research, Stata

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References

Alif, M. I., Fitria, I., & Abdallah, B. N. (2024). Buku Dasar-Dasar Analisis Data Pelajari Keterampilan Penting, Rangkul Masa Depan, dan Lejitkan Karir Anda di Dunia Berbasis Data. Deepublish.

Belotti, F., Hughes, G., & Mortari, A. P. (2017). Spatial panel-data models using Stata. Stata Journal. https://doi.org/10.2139/ssrn.2754703

Burn, M., Tully, L. A., Jiang, Y., Piotrowska, P. J., Collins, D. A. J., Sargeant, K., Hawes, D., Moul, C., Lenroot, R. K., Frick, P. J., Anderson, V., Kimonis, E. R., & Dadds, M. R. (2019). Evaluating Practitioner Training to Improve Competencies and Organizational Practices for Engaging Fathers in Parenting Interventions. Child Psychiatry and Human Development, 50, 230–244. https://doi.org/10.1007/s10578-018-0836-2

Herusetya, A. (2025). Praktik Stata 18.0 pada Pemodelan Analisis Data Panel Studi Ilmu Akuntansi dan Keuangan: Tip dan Trik untuk Peneliti Pemula dan Mahasiswa. Penerbit NEM.

Hodges, C. B., Stone, B. M., Johnson, P. K., Carter III, J. H., Sawyers, C. K., Roby, P. R., & Lindsey, H. M. (2023). Researcher degrees of freedom in statistical software contribute to unreliable results: a comparison of nonparametric analyses conducted in SPSS, SAS, Stata, and R. Behavior Research Methods, 55(6), 2813–2837.

Hun, M. P. (2011). Practical Guides To Panel Data Modeling : A Step by Step Analysis Using Stata*. In Public Management and Public Analysis Program.

Jennings, J., Kim, J. M., Lee, J., & Taylor, D. (2024). Measurement error, fixed effects, and false positives in accounting research. Review of Accounting Studies, 29(2), 959–995.

Limone, P., Toto, G. A., Guarini, P., & di Furia, M. (2022). Online Quantitative Research Methodology: Reflections on Good Practices and Future Perspectives. Science and Information Conference, 656–669. https://link.springer.com/chapter/10.1007/978-3-031-10461-9_45

Pilny, A., McAninch, K., & Riles, J. (2023). Quantitative Data Analysis Software (SPSS, SAS, R, Python, STATA). The International Encyclopedia of Health Communication, 1–5. https://doi.org/https://doi.org/10.1002/9781119678816.iehc0605

Renny, F. P. (2023). Impact Of Training on Employees’ Performance at Eastern Condiments Private Limited. Available at SSRN 4345762, 1–19. https://doi.org/http://dx.doi.org/10.2139/ssrn.4345762

Shi, Z., & Utufua, T. A. M. (2022). Empirical Analysis of Multiple Regulatory Effects and Non Efficiency Effects Based on Stata Software. International Conference on Multi-Modal Information Analytics, 965–973. https://doi.org/https://doi.org/10.1007/978-3-031-05237-8_119

Sholihin, M., & Puspita Ghaniy Anggraini, S. E. (2021). Analisis data penelitian menggunakan software STATA. Penerbit Andi.

Sitorus, R. R., & Tambun, S. (2023). Pelatihan riset kualitatif bidang akuntansi dengan perangkat lunak NVivo pada prodi magister akuntansi Universitas Pendidikan Ganesha. Ruang Cendekia: Jurnal Pengabdian Kepada Masyarakat, 2(1), 13–21. https://doi.org/https://doi.org/10.55904/ruangcendekia.v2i1.572

Sudirman, S. (2023). Pelatihan Pengolahan Data Penelitian Pendidikan IPA Menggunakan STATA Data Analysis. Jurnal Pengabdian UNDIKMA, 4(3), 621–626.

Tambun, S., & Sitorus, R. R. (2023). Pelatihan Aplikasi NVivo untuk Riset Kualitatif Bidang Akuntansi kepada Para Peneliti di Universitas Dhyana Pura. Joong-Ki: Jurnal Pengabdian Masyarakat, 2(1), 129–138. https://doi.org/https://doi.org/10.56799/joongki.v2i1.1298

Tambun, S., & Sitorus, R. R. (2024). Pelatihan Olah Data Riset Akuntansi Berbasis Data Panel Menggunakan Aplikasi Stata Kepada Anggota IAI Wilayah Bali. Jurnal Pengabdian Masyarakat Bangsa, 2(6), 2323–2331. https://doi.org/https://doi.org/10.59837/jpmba.v2i6.1218

Williams, R., Allison, P. D., & Moral-Benito, E. (2018). Linear Dynamic Panel-Data Estimation Using Maximum Likelihood and Structural Equation Modeling. Stata Journal. https://doi.org/10.1109/10.81579