Analisis Jumlah Mahasiswa Program Studi Pendidikan Biologi
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
152.8%
Sangat Baik
Retention Rate Rata-rata
44.2%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
17.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
205.8%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
34.8%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
31.9%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
81.2%
Tinggi
Volatilitas Animo
14.1%
Coefficient of Variation
Utilization Capacity
129.0%
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 | 147 | 45 | 116 | 95 | 155 | 6 | 192 | 46 |
| 2022 | 178 | 40 | 85 | 76 | 249 | 5 | 190 | 55 |
| 2023 | 122 | 80 | 90 | 75 | 307 | 11 | 232 | 39 |
| 2024 | 163 | 80 | 79 | 68 | 431 | 15 | 240 | 35 |
| 2025 | 142 | 80 | 66 | 52 | 474 | 26 | 266 | 62 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 78.9% | 257.8% | 20.1% | 29.7% | 127.7% | 211.1% | 31.3% |
| 2022 | 47.8% | 212.5% | 41.4% | 22.1% | 78.3% | 190.0% | 30.9% |
| 2023 | 73.8% | 112.5% | 46.1% | 12.7% | 79.2% | 93.8% | 32.0% |
| 2024 | 48.5% | 98.8% | 56.9% | 8.1% | 59.2% | 85.0% | 21.5% |
| 2025 | 46.5% | 82.5% | 56.3% | 13.1% | 61.6% | 65.0% | 43.7% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 21.1% | -31.5% | 33.6% | -12.9% | 2.6% | -3.4% |
| DAYA TAMPUNG | -11.1% | 100.0% | 0.0% | 0.0% | 22.2% | 77.8% |
| HASIL | -26.7% | 5.9% | -12.2% | -16.5% | -12.4% | -43.1% |
| MHS BARU | -20.0% | -1.3% | -9.3% | -23.5% | -13.5% | -45.3% |
| MHS AKTIF | 60.6% | 23.3% | 40.4% | 10.0% | 33.6% | 205.8% |
| WISUDA | 19.6% | -29.1% | -10.3% | 77.1% | 14.3% | 34.8% |
| CUTI | -16.7% | 120.0% | 36.4% | 73.3% | 53.3% | 333.3% |
| NONAKTIF | -1.0% | 22.1% | 3.4% | 10.8% | 8.8% | 38.5% |
📊 Statistik Deskriptif Lanjutan
ANIMO
150
Mean ± 21 (SD)
CV: 14.1% |
Min: 122 |
Max: 178
Q1: 142 |
Median: 147 |
Q3: 163
Skewness: -0.022 |
Kurtosis: -0.294
DAYA TAMPUNG
65
Mean ± 21 (SD)
CV: 31.7% |
Min: 40 |
Max: 80
Q1: 45 |
Median: 80 |
Q3: 80
Skewness: -0.642 |
Kurtosis: -3.138
HASIL
87
Mean ± 18 (SD)
CV: 21.1% |
Min: 66 |
Max: 116
Q1: 79 |
Median: 85 |
Q3: 90
Skewness: 0.920 |
Kurtosis: 1.690
MHS BARU
73
Mean ± 16 (SD)
CV: 21.2% |
Min: 52 |
Max: 95
Q1: 68 |
Median: 75 |
Q3: 76
Skewness: 0.080 |
Kurtosis: 1.248
MHS AKTIF
323
Mean ± 131 (SD)
CV: 40.5% |
Min: 155 |
Max: 474
Q1: 249 |
Median: 307 |
Q3: 431
Skewness: -0.091 |
Kurtosis: -1.664
WISUDA
47
Mean ± 11 (SD)
CV: 23.5% |
Min: 35 |
Max: 62
Q1: 39 |
Median: 46 |
Q3: 55
Skewness: 0.315 |
Kurtosis: -1.738
CUTI
13
Mean ± 9 (SD)
CV: 67.5% |
Min: 5 |
Max: 26
Q1: 6 |
Median: 11 |
Q3: 15
Skewness: 1.145 |
Kurtosis: 0.971
NONAKTIF
224
Mean ± 33 (SD)
CV: 14.6% |
Min: 190 |
Max: 266
Q1: 192 |
Median: 232 |
Q3: 240
Skewness: 0.079 |
Kurtosis: -1.877