Analisis Jumlah Mahasiswa Program Studi Ilmu Ilmu Administrasi Negara
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
191.2%
Sangat Baik
Retention Rate Rata-rata
51.6%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
13.3%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-14.9%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-52.1%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
45.5%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
72.1%
Tinggi
Volatilitas Animo
28.2%
Coefficient of Variation
Utilization Capacity
180.8%
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 | 238 | 62 | 152 | 134 | 900 | 6 | 714 | 142 |
| 2022 | 379 | 50 | 180 | 179 | 932 | 15 | 640 | 155 |
| 2023 | 192 | 108 | 179 | 162 | 798 | 30 | 821 | 120 |
| 2024 | 251 | 108 | 105 | 105 | 809 | 30 | 389 | 84 |
| 2025 | 220 | 148 | 130 | 122 | 766 | 67 | 330 | 68 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 63.9% | 245.2% | 47.2% | 15.8% | 80.0% | 216.1% | 59.7% |
| 2022 | 47.5% | 360.0% | 48.6% | 16.6% | 70.3% | 358.0% | 40.9% |
| 2023 | 93.2% | 165.7% | 40.3% | 15.0% | 106.6% | 150.0% | 62.5% |
| 2024 | 41.8% | 97.2% | 59.8% | 10.4% | 51.8% | 97.2% | 33.5% |
| 2025 | 59.1% | 87.8% | 61.8% | 8.9% | 51.8% | 82.4% | 30.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 59.2% | -49.3% | 30.7% | -12.4% | 7.1% | -7.6% |
| DAYA TAMPUNG | -19.4% | 116.0% | 0.0% | 37.0% | 33.4% | 138.7% |
| HASIL | 18.4% | -0.6% | -41.3% | 23.8% | 0.1% | -14.5% |
| MHS BARU | 33.6% | -9.5% | -35.2% | 16.2% | 1.3% | -9.0% |
| MHS AKTIF | 3.6% | -14.4% | 1.4% | -5.3% | -3.7% | -14.9% |
| WISUDA | 9.2% | -22.6% | -30.0% | -19.0% | -15.6% | -52.1% |
| CUTI | 150.0% | 100.0% | 0.0% | 123.3% | 93.3% | 1,016.7% |
| NONAKTIF | -10.4% | 28.3% | -52.6% | -15.2% | -12.5% | -53.8% |
📊 Statistik Deskriptif Lanjutan
ANIMO
256
Mean ± 72 (SD)
CV: 28.2% |
Min: 192 |
Max: 379
Q1: 220 |
Median: 238 |
Q3: 251
Skewness: 1.709 |
Kurtosis: 3.362
DAYA TAMPUNG
95
Mean ± 40 (SD)
CV: 41.6% |
Min: 50 |
Max: 148
Q1: 62 |
Median: 108 |
Q3: 108
Skewness: 0.151 |
Kurtosis: -1.257
HASIL
149
Mean ± 32 (SD)
CV: 21.6% |
Min: 105 |
Max: 180
Q1: 130 |
Median: 152 |
Q3: 179
Skewness: -0.468 |
Kurtosis: -1.502
MHS BARU
140
Mean ± 30 (SD)
CV: 21.3% |
Min: 105 |
Max: 179
Q1: 122 |
Median: 134 |
Q3: 162
Skewness: 0.259 |
Kurtosis: -1.597
MHS AKTIF
841
Mean ± 71 (SD)
CV: 8.5% |
Min: 766 |
Max: 932
Q1: 798 |
Median: 809 |
Q3: 900
Skewness: 0.491 |
Kurtosis: -2.309
WISUDA
114
Mean ± 37 (SD)
CV: 32.6% |
Min: 68 |
Max: 155
Q1: 84 |
Median: 120 |
Q3: 142
Skewness: -0.244 |
Kurtosis: -2.280
CUTI
30
Mean ± 23 (SD)
CV: 78.7% |
Min: 6 |
Max: 67
Q1: 15 |
Median: 30 |
Q3: 30
Skewness: 1.190 |
Kurtosis: 1.828
NONAKTIF
579
Mean ± 211 (SD)
CV: 36.5% |
Min: 330 |
Max: 821
Q1: 389 |
Median: 640 |
Q3: 714
Skewness: -0.235 |
Kurtosis: -2.409