Analisis Jumlah Mahasiswa Program Studi Pendidikan Matematika
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
80.2%
Sangat Baik
Retention Rate Rata-rata
35.5%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
20.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
226.5%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-10.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
38.8%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
155.4%
Tinggi
Volatilitas Animo
23.1%
Coefficient of Variation
Utilization Capacity
66.8%
Penggunaan daya tampung optimal
📋 Data Historis 2021-2025
Data Mentah
Indikator Kinerja
Pertumbuhan Tahunan
| Tahun | Animo | Daya Tampung | Hasil | Mhs Baru | Mhs Aktif | Cuti | Nonaktif | Wisuda |
|---|---|---|---|---|---|---|---|---|
| 2021 | 62 | 45 | 41 | 35 | 68 | 9 | 185 | 30 |
| 2022 | 80 | 50 | 45 | 36 | 101 | 12 | 187 | 27 |
| 2023 | 53 | 50 | 46 | 42 | 155 | 15 | 186 | 20 |
| 2024 | 45 | 50 | 28 | 28 | 207 | 14 | 168 | 10 |
| 2025 | 52 | 50 | 36 | 22 | 222 | 38 | 133 | 27 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 66.1% | 91.1% | 13.3% | 44.1% | 285.3% | 77.8% | 48.4% |
| 2022 | 56.3% | 90.0% | 23.3% | 26.7% | 197.0% | 72.0% | 33.8% |
| 2023 | 86.8% | 92.0% | 35.4% | 12.9% | 129.7% | 84.0% | 37.7% |
| 2024 | 62.2% | 56.0% | 50.1% | 4.8% | 87.9% | 56.0% | 22.2% |
| 2025 | 69.2% | 72.0% | 55.6% | 12.2% | 77.0% | 44.0% | 51.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 29.0% | -33.8% | -15.1% | 15.6% | -1.1% | -16.1% |
| DAYA TAMPUNG | 11.1% | 0.0% | 0.0% | 0.0% | 2.8% | 11.1% |
| HASIL | 9.8% | 2.2% | -39.1% | 28.6% | 0.4% | -12.2% |
| MHS BARU | 2.9% | 16.7% | -33.3% | -21.4% | -8.8% | -37.1% |
| MHS AKTIF | 48.5% | 53.5% | 33.5% | 7.2% | 35.7% | 226.5% |
| WISUDA | -10.0% | -25.9% | -50.0% | 170.0% | 21.0% | -10.0% |
| CUTI | 33.3% | 25.0% | -6.7% | 171.4% | 55.8% | 322.2% |
| NONAKTIF | 1.1% | -0.5% | -9.7% | -20.8% | -7.5% | -28.1% |
📊 Statistik Deskriptif Lanjutan
ANIMO
58
Mean ± 14 (SD)
CV: 23.1% |
Min: 45 |
Max: 80
Q1: 52 |
Median: 53 |
Q3: 62
Skewness: 1.236 |
Kurtosis: 1.502
DAYA TAMPUNG
49
Mean ± 2 (SD)
CV: 4.6% |
Min: 45 |
Max: 50
Q1: 50 |
Median: 50 |
Q3: 50
Skewness: -2.236 |
Kurtosis: 5.000
HASIL
39
Mean ± 7 (SD)
CV: 18.9% |
Min: 28 |
Max: 46
Q1: 36 |
Median: 41 |
Q3: 45
Skewness: -0.950 |
Kurtosis: -0.012
MHS BARU
33
Mean ± 8 (SD)
CV: 23.7% |
Min: 22 |
Max: 42
Q1: 28 |
Median: 35 |
Q3: 36
Skewness: -0.365 |
Kurtosis: -0.643
MHS AKTIF
151
Mean ± 66 (SD)
CV: 44.0% |
Min: 68 |
Max: 222
Q1: 101 |
Median: 155 |
Q3: 207
Skewness: -0.203 |
Kurtosis: -2.260
WISUDA
23
Mean ± 8 (SD)
CV: 35.3% |
Min: 10 |
Max: 30
Q1: 20 |
Median: 27 |
Q3: 27
Skewness: -1.279 |
Kurtosis: 1.022
CUTI
18
Mean ± 12 (SD)
CV: 66.1% |
Min: 9 |
Max: 38
Q1: 12 |
Median: 14 |
Q3: 15
Skewness: 2.016 |
Kurtosis: 4.281
NONAKTIF
172
Mean ± 23 (SD)
CV: 13.4% |
Min: 133 |
Max: 187
Q1: 168 |
Median: 185 |
Q3: 186
Skewness: -1.692 |
Kurtosis: 2.572