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All Journal International Journal of Nusantara Islam Al Ibtida: Jurnal Pendidikan Guru MI Jurnal Analisa PRISMA Journal of Honai Math ABDIMAS SILIWANGI JPMI (Jurnal Pembelajaran Matematika Inovatif) Ainara Journal (Jurnal Penelitian dan PKM Bidang Ilmu Pendidikan) Pasundan Journal of Mathematics Education : Jurnal Pendidikan Matematika Jurnal Abdimas Bina Bangsa Jurnal Abdi Masyarakat Indonesia Prosiding Sesiomadika Edukasia: Jurnal Pendidikan dan Pembelajaran Media Nusantara JOTTER SIGMA DIDAKTIKA: Jurnal Pendidikan Matematika International Journal of Nusantara Islam SANISKALA: Jurnal Pengabdian Masyarakat Shibyan: Jurnal Pendidikan Guru Madrasah Ibtidaiyah Ulul Albab: Jurnal Pendidikan Agama Islam
Cipta, Eliva Sukma
Universitas Islam Nusantara
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Public Health Social Sciences Other

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Journal : Journal of Honai Math

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Optimizing statistics education: Analyzing students' perceptions of SPSS usage Cipta, Eliva Sukma; Suryadi, Didi; Herman, Tatang; Al Jupri; Maulana, Dick Dick
Journal of Honai Math Vol. 8 No. 2 (2025): Journal of Honai Math
Publisher : Universitas Papua

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30862/jhm.v8i2.948

Abstract

The integration of statistical software such as SPSS in higher education represents a pivotal advancement, yet limited research has systematically examined how students perceive its pedagogical usefulness and accessibility. Prior studies seldom differentiate between the cognitive and affective dimensions influencing the efficacy of SPSS-assisted learning, leaving a gap in understanding its broader impact on student engagement and competence. Addressing this gap, the present research investigates the novelty of SPSS implementation within statistics coursework, focusing specifically on student perceptions regarding its usefulness and ease of use. Employing a descriptive mixed-methods approach, quantitative data were collected from 85 respondents through a validated and reliable questionnaire comprising 13 items, complemented by qualitative insights from in-depth interviews using open-ended prompts. The findings indicate that student perceptions are predominantly favorable for both usefulness (79.21%) and ease of use (75.18%). Qualitative analysis substantiates these results, highlighting accelerated data analysis, simplified processing, and enhanced visualization as key strengths, while noting initial challenges faced by some participants. The study underscores that optimizing the educational value of SPSS necessitates comprehensive instructional support, thereby informing future curricular improvements designed to foster numeracy and analytical proficiency in statistical learning.
Co-Authors Adinda Yuana Surendra Ahmad Syafi’i Labib Aji Rifki Zulfikar Al Jupri Annisaa Aprilia Wahyuni Anwar, Fadhli Apriliani, Dewi Yasmin Ariany, Riva Lesta Arif Alimudin Arisanti, Siti Anisa Ayu Tri Nuraini Budi Rohdiyana Cahyani, Heni Cahyati, Cici Dadang Juandi Dede Nurlaela Diana Syakila Didi Suryadi Dini Fitriani Effie Efrida Muchlis Epriyana . Esa Anaki Safitri Esya, Esya Mulyani Etep Rohana Fadli Anwar Firmansyah Fakhrurrozi, M. Fahmi Farlina, Ehda Faujiah, Lillah Firmansyah, Fadli Anwar Halimatussadiyah, Wafa Hamdan Sugilar Hoerul Umam Husaeni, Alpi Syaban Jarnawi Afgani Dahlan Kadir, Wildan Abdul Kokom Komalasari Mardwi Reksa, Dregi Okta Masrofah, Listia Wangi Matusaadah, Ali Maulana, Dick Dick Maulana, Dick Dick Muchlis, Effie Efrida Mufarihana Zahira, Rifla Muhammad Hori Namira, Sarah Honsa Nur Badiyah Nurainiyah, Nurainiyah Nurfauziah, Silfa Nurjanah, Nurjanah Nursaidah, Cici Putri Sepian Kusumah Wardani Putri, Dhea Amelia Putri, Nabilla Putri, Silmi Nur Azmi Qori Fazriari Ricki Yuliardi Rippi Maya Saeful Anwar Saniyah Nurjihan Setiaji, Aji Siska Firmasari Suherman, Usep Suherman, Usep Sulastri, Neneng Sulistiawati - Sulistiawati Sulistiawati Susanti, Cucu Syafdi Maizora Tatang Herman, Tatang Tilari, Aji Ginti Yaya Sukjaya Kusumah Zatman Payung