Statistika Dalam Pendidikan
Definisi dan ruang lingkup statistika dalam pendidikan. Jenis data dalam penelitian pendidikan (kualitatif vs. kuantitatif). Skala pengukuran (nominal, ordinal, interval, rasio)
Pengumpulan dan Penyajian Data
Sumber dan metode pengumpulan data (angket, observasi, tes). Penyajian data dalam bentuk tabel dan grafik. Interpretasi data sederhana dalam evaluasi pendidikan.
Ukuran Pemusatan dan Penyebaran Data
Mean, median, modus sebagai ukuran pemusatan. Rentang, varians, standar deviasi sebagai ukuran penyebaran. Penerapan dalam analisis hasil belajar siswa.
Korelasi dalam Penelitian Pendidikan
Konsep korelasi dan jenisnya (Pearson dan Spearman). Interpretasi koefisien korelasi dalam penelitian pendidikan. Contoh penelitian korelasi dalam PGSD.
Regresi Linear dan Uji Hipotesis
Konsep regresi linear dalam penelitian pendidikan. Hubungan antara variabel bebas dan terikat. Konsep dasar uji hipotesis dan pengujiannya.
Uji-t dan ANOVA dalam Penelitian Pendidikan
Penggunaan uji-t untuk membandingkan dua kelompok. Penggunaan ANOVA untuk membandingkan lebih dari dua kelompok. Contoh penelitian eksperimen sederhana dalam PGSD.
Software Statistik untuk Penelitian Pendidikan
Pengenalan software statistik (SPSS/Excel). Cara input data dan membaca output statistik. Dasar-dasar pengolahan data dalam penelitian pendidikan
Praktik Mengolah Data Deskriptif
Penghitungan mean, median, modus, dan standar deviasi dengan Excel/SPSS. Penyajian data dalam bentuk tabel dan grafik. Interpretasi data deskriptif dalam laporan penelitian.
Praktik Analisis Korelasi
Mengolah data korelasi Pearson dan Spearman dengan Excel/SPSS. Menentukan hubungan antarvariabel pendidikan. Interpretasi hasil korelasi dalam penelitian skripsi.
Praktik Analisis Regresi Linear
Analisis regresi linear sederhana dengan Excel/SPSS. Prediksi hubungan variabel dalam penelitian pendidikan. Menyusun persamaan regresi dan interpretasinya.
Praktik Uji Hipotesis dengan Uji-t
Mengolah data uji-t untuk membandingkan dua kelompok. Menentukan apakah suatu metode pembelajaran efektif. Interpretasi hasil uji-t dalam penelitian pendidikan.
Praktik Uji ANOVA untuk Eksperimen
Analisis ANOVA dengan Excel/SPSS. Menentukan perbedaan efektivitas metode pembelajaran. Membaca dan menafsirkan output ANOVA.
Praktik Mengolah Data Deskriptif
Penghitungan mean, median, modus, dan standar deviasi dengan Excel/SPSS. Penyajian data dalam bentuk tabel dan grafik. Interpretasi data deskriptif dalam laporan penelitian.
Praktik Mengolah Data Deskriptif
Penghitungan mean, median, modus, dan standar deviasi dengan Excel/SPSS. Penyajian data dalam bentuk tabel dan grafik. Interpretasi data deskriptif dalam laporan penelitian.
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