Vol. 2 No. 1 (2026): February
Articles

TRAINING AND ASSISTANCE IN QUANTITATIVE DATA PROCESSING USING IBM SPSS STATISTICS FOR TARBIYAH STUDENTS

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  • Khasna Athiurobbi,
  • Isnaini Choirunisak
Khasna Athiurobbi
IAI Badrus Sholeh
Isnaini Choirunisak
Institut Agama Islam Badrus Sholeh

Published 2026-02-01

Keywords

  • IBM SPSS, Statistics, Structured Training, Tarbiyah Students

Abstract

Last semester students of the Faculty of Tarbiyah often face obstacles in quantitative data analysis. This community service program aims to improve the statistical data processing skills of fifth semester students using IBM SPSS software version 25. The intervention was carried out through a structured training program consisting of eight offline meetings, applying methods such as tutorials, workshops, and simulations. Students were involved in hands-on practice covering descriptive statistics, instrument test, assumptions of statistical tests, and hypothesis test (one-sample t-test, paired, and independent). The effectiveness of the program was evaluated using independent assignments, whose scores were analyzed with a one-sample t-test against a test value of 70. The results showed significant progress, with an average participant score of 78.08, which was statistically higher than the minimum standard. The Sig (2-tailed) value was 0.000, which means that this training was effective in training data processing competencies using IBM SPSS. The activity was closed with a follow-up in the form of creating a consultation group and disseminating material to ensure continuous assistance. This training effectively improved students' data analysis competencies, contributing to an increase in student research capacity and academic quality in the university environment.

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References

  1. Bulu, V. R., Nahak, R. L., & Lawa, S. T. N. (2021). Pelatihan Pengolahan dan Analisis Data Menggunakan SPSS. PEMIMPIM: Pengabdian Masyarakat Ilmu Pendidikan, 1(1), 1–4. https://doi.org/https://doi.org/10.37792/pemimpin.v1i1.268
  2. Cahyono, D., Naheria, N., & Fauzi, M. S. (2021). Pelatihan Pengolahan Data Penelitian Berbasis Software JASP dan SPSS bagi Mahasiswa FKIP Universitas Mulawarman Kalimantan Timur. Jurnal Abdi Masyarakat Indonesia, 1(2), 421–426. https://doi.org/10.54082/jamsi.141
  3. Fadmi, F. R., & Buton, L. D. (2020). Pelatihan Analisis Data Bivariat Menggunakan SPSS Bagi Dosen STIKES Mandala Waluya Kendari. Jurnal Mandala Pengabdian Masyarakat, 1(1), 2722–4902. https://jurnal-pharmaconmw.com/jmpm
  4. Fadmi, F. R., Buton, L. D., & Zulfadlih, L. S. (2019). Statistics Program Training for Vocational School Teachers in Kendari City. MIRACLE Journal of Public Health, 2(2), 162–168. https://journal.fikes-umw.ac.id/index.php/mjph/article/view/91
  5. Haryanti, N., Anwar, M. A., Hidayati, Y., & Dianto, A. Y. (2022). Pelatihan Pengolahan Data Statistika Melalui Aplikasi Software Statistical Product and Service Solution (SPSS) di Institut Agama Islam Pangeran Diponegoro Nganjuk. Indonesian Journal of Engagement, Community Services, Empowerment and Development, 2(1), 46–60. https://doi.org/10.53067/ijecsed.v2i1
  6. Indonesia. (2025). PERATURAN MENTERI PENDIDIKAN TINGGI, SAINS, DAN TEKNOLOGI REPUBLIK INDONESIA NOMOR 39 TAHUN 2025 TENTANG PENJAMINAN MUTU PENDIDIKAN TINGGI, Pub. L. No. 39 Tahun 2025.
  7. Irwandi, & Oktaviyah, N. (2022). Pelatihan Pengolahan Data Menggunakan Aplikasi SPSS untuk Meningkatkan Kompetensi Mahasiswa dalam Menganalisis Data. Jurnal Pemantik, 1(2), 144–153. https://doi.org/https://doi.org/10.56587/pemantik.v1i2.47
  8. Nugrahani, F., & Imron, A. (2023). Pelatihan Penggunaan Software SPSS dalam Membantu Mengolah Data Kuantitatif pada Mahasiswa Semester Akhir. JUPEMI: Jurnal Pengabdian Multidisiplin Indonesia, 1(2), 39–42. https://doi.org/10.36908/akm.v2i
  9. Purba, D. S., Tarigan, W. J., Sinaga, M., & Tarigan, V. (2021). Pelatihan Penggunaan Software SPSS Dalam Pengolahan Regressi Linear Berganda untuk Mahasiswa Fakultas Ekonomi Universitas Simalungun di Masa Pandemi Covid 19. Jurnal Karya Abdi, 5(2), 202–208. https://doi.org/https://doi.org/10.22437/jkam.v5i2.15257
  10. Saftari, M., Hengki, Sarwindah, & Sinta. (2024). Pelatihan Statistical Package for the Social Sciences (SPSS) Bagi Dosen dan Mahasiswa untuk Penelitian Kuantitatif. Journal of Human and Education, 4(3), 388–392. https://jahe.or.id/index.php/jahe/index
  11. Saragih, N., & Sihotang, H. (2023). Pelatihan Aplikasi MS SPSS dalam Pengolahan Data Sekunder Penelitian bagi Mahasiswa Fakultas Ekonomi Universitas Katolik Santo Thomas Medan. KAIZEN: Jurnal Pengabdian Pada Masyarakat, 1(2), 64–73. https://www.advernesia.com/
  12. Sitopu, J. W., Purba, I. R., & Sipayung, T. (2021). Pelatihan Pengolahan Data Statistik Dengan Menggunakan Aplikasi SPSS. Dedikasi Sains Dan Teknologi, 1(2), 82–87. https://doi.org/10.47709/dst.v1i2.1068
  13. Sofyan, M., & Saefullah, A. (2025). Pelatihan Olah Data Penelitian Kuantitatif Menggunakan Aplikasi Olahdata Statistik SPSS, AMOS, JASP, EVIEWS, Dan SMART-PLS kepada Dosen dan Mahasiswa STIE Ganesha. Gudang Jurnal Pengabdian Masyarakat, 3(1), 332–335. https://doi.org/10.59435/gjpm.v3i1.1414
  14. Suddin, S., & Salsinha, C. N. (2022). Pelatihan Pengolahan Aplikasi Statistika Software SPSS bagi Guru-Guru Matematika SMA Negeri 01 Kefamenanu. Jurnal Pengabdian Kepada Masyarakat, 13(1), 37–46. https://doi.org/https://doi.org/10.26877/e-dimas.v13i1.4613
  15. Suri, G. P., & Arifin, N. Y. (2022). Pelatihan Pengolahan data Aplikasi SPSS pada Siswa SMK Ibnu Sina Batam. MPKM: Media Pengabdian Kepada Masyarakat, 1(1), 29–32.
  16. Wijaya, T. (2020). Peningkatan Kemampuan Pengolahan Data Melalui Pelatihan Statistik dan Aplikasi Program SPSS bagi Guru-Guru SMA di DIY. To Maega : Jurnal Pengabdian Masyarakat, 3(1), 31–35. https://doi.org/10.35914/tomaega.v3i1.293