Training on Creative Analysis of ANOVA Statistical Tests with SPSS Applications

Authors

  • Flavia Aurelia Hidajat Universitas Negeri Jakarta
  • Nurjannah Nurjannah Universitas Negeri Jakarta
  • Nurashri Partasiwi Universitas Negeri Jakarta
  • Anny Sovia Universitas Negeri Jakarta
  • Helga Graciani Hidajat Universitas Negeri Malang
  • Suriati Abdul Gani Moffat Bible College, Kijabe, Kenya, Africa

DOI:

https://doi.org/10.12928/spekta.v5i2.10466

Keywords:

Creative Training, Final-Year Students, ANOVA Analysis, SPSS Applications

Abstract

Background: ANOVA analysis is crucial for comparing multiple population means and is highly beneficial for final-year students. However, many face challenges in mastering it due to the lengthy SPSS installation process and the complexity of ANOVA material. Despite its importance, ANOVA training is rarely conducted. This research aims to fill that gap.

Contribution: This community service aims to provide creative training for participants regarding ANOVA analysis using SPSS applications technology.

Method: Final-year students (semester 6 and above) participated in basic training using SPSS 22. Pre- and post-training evaluations measured effectiveness.

Results: The evaluation results showed that 92% of participants from final year students experienced improvement in mastering ANOVA analysis.

Conclusion: This activity successfully increased students' knowledge to master ANOVA analysis using SPSS 22 applications. Thus, it allows the emergence of various research topics that apply the ANOVA application so that research in the academic world becomes better.

References

A. Hassan, G. Samy, M. Hegazy, A. Balah, and S. Fathy, “Statistical analysis for water quality data using ANOVA (Case study – Lake Burullus influent drains),” Ain Shams Engineering Journal, Apr. 2024, doi: 10.1016/j.asej.2024.102652.

C. O’Driscoll, O. Owodunni, and U. Asghar, “Optimization of 3D printer settings for recycled PET filament using analysis of variance (ANOVA),” Heliyon, vol. 10, no. 5, Mar. 2024, doi: 10.1016/j.heliyon.2024.e26777.

B. E. Yuce, P. V. Nielsen, and P. Wargocki, “The use of Taguchi, ANOVA, and GRA methods to optimize CFD analyses of ventilation performance in buildings,” Build Environ, vol. 225, Nov. 2022, doi: 10.1016/j.buildenv.2022.109587.

C. A. Başar, A. A. Korkmaz, Y. Önal, and T. Utku, “Evaluation of optimum carbonization conditions of the blended domestic polymeric waste, biomass and lignite in the presence of catalyst by Taguchi and ANOVA optimization analysis,” Journal of Hazardous Materials Advances, vol. 8, pp. 1–13, Nov. 2022, doi: 10.1016/j.hazadv.2022.100164.

W. Pei, L. Hao, Q. Fu, Y. Ren, and T. Li, “Study on spring drought in cold and arid regions based on the ANOVA projection pursuit model,” Ecol Indic, vol. 160, Mar. 2024, doi: 10.1016/j.ecolind.2024.111772.

M. Alassaf and A. M. Qamar, “Improving sentiment analysis of Arabic tweets by one-way ANOVA,” Journal of King Saud University - Computer and Information Sciences, vol. 34, no. 6, pp. 2849–2859, Jun. 2022, doi: 10.1016/j.jksuci.2020.10.023.

E. Waluyo, “Analisis data sample menggunakan uji hipotesis penelitian perbandingan menggunakan uji anova dan uji t,” JEBI: Jurnal Ekonomi dan Bisnis, vol. 2, no. 6, pp. 775–785, Jun. 2024. Available at: https://j-economics.my.id/index.php/home/article/view/186/220.

P. Fu and Z. Tan, “Block-wise primal-dual algorithms for large-scale doubly penalized ANOVA modeling,” Comput Stat Data Anal, vol. 194, pp. 1–19, 2024. doi: 10.1016/j.csda.2024.107932.

M. Zhou, P. Wei, and L. Deng, “Research on the factorial effect of science and technology innovation (STI) policy mix using multifactor analysis of variance (ANOVA),” Journal of Innovation and Knowledge, vol. 7, no. 4, Oct. 2022, doi: 10.1016/j.jik.2022.100249.

A. F. Alex, R. Dudhe, and R. Vinoth, “Design optimization of hemodialyzer membrane modelled in chemical reaction module using statistical algorithms and ANOVA testing,” S Afr J Chem Eng, vol. 48, pp. 417–424, Apr. 2024, doi: 10.1016/j.sajce.2024.03.007.

O. Adiyanto, “The Predicting The Optimal Compressive Strength of Sustainable Brick Using Response Surface Method (RSM), vol 11, no 1, 2025, doi: 10.14456/mijet.2025.5.

O. Adiyanto, E. Mohamad, and J. A. Razak, “Systematic Review of Plastic Waste as Eco-Friendly Aggregate for Sustainable Construction,” International Journal of Sustainable Construction Engineering and Technology, vol. 2, no. 13, pp. 243–257, 2022, doi: 10.30880/ijscet.2022.13.02.022.

J. R. Jokhu et al., “SPEKTA (Jurnal Pengabdian Kepada Masyarakat: Teknologi dan Aplikasi) Training in Logistics Management and Social Media Marketing for Small, Micro and Medium Enterprises in Bekasi Regency,” vol. 4, no. 2, p. 199, 2023, doi: 10.12198/spekta.v4i2.7997.

Z. Maulana, M. Chanif Hidayat, and I. Agustina, “Using Digital Marketing for Small and Medium Enterprises (SMEs) in Bumdes Remboko Sumberrejo Village Sleman Regency,” SPEKTA (Jurnal Pengabdian Kepada Masyarakat : Teknologi dan Aplikasi), vol. 3, no. 1, pp. 31–38, 2022, doi: 10.12198/spekta.v3i1.4563.

Downloads

Published

2024-12-29

How to Cite

Hidajat, F. A., Nurjannah, N., Partasiwi, N., Sovia, A., Hidajat, H. G. ., & Gani, S. A. (2024). Training on Creative Analysis of ANOVA Statistical Tests with SPSS Applications. SPEKTA (Jurnal Pengabdian Kepada Masyarakat : Teknologi Dan Aplikasi), 5(2), 113–122. https://doi.org/10.12928/spekta.v5i2.10466

Issue

Section

Applied Technology