Pendampingan Praktis Analisis Data Kuantitatif (Statistika Dasar dan Inferensial) Berbasis Aplikasi SPSS bagi Mahasiswa PGMI Universitas Nurul Huda

Abstract

This PkM aims to overcome the main obstacle of PGMI students of Nurul Huda University in analyzing quantitative data for thesis. Many students have difficulty understanding statistical concepts and operating SPSS, which often delays the completion of studies and reduces the quality of research. This program is designed to equip them with conceptual understanding and practical skills in data analysis using SPSS, for the sake of independence in processing research data. The implementation method is comprehensive and structured. Starting with the debriefing of basic and inferential statistical concepts, followed by practical training based on real cases using SPSS. Another important stage is individual mentoring where students can consult directly about the analysis of their thesis data. This approach ensures effective knowledge and skills transfer, tailored to the specific needs of students. The program successfully achieves its goals with a significant increase in students' understanding and skills. A 98% attendance rate demonstrates the enthusiasm and relevance of the program. As a result, 100% of participants showed an increase in their initial understanding of basic statistical concepts, and 90% successfully mastered basic quantitative data analysis techniques using SPSS independently. The mentoring stage is also very effective, with 75% of students actively taking advantage of the consultation sessions.