Analisis Jumlah Mahasiswa Program Studi Magister Kebijakan Publik
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
128.8%
Sangat Baik
Retention Rate Rata-rata
51.3%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
22.8%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
2.2%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
146.7%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
64.6%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
48.3%
Tinggi
Volatilitas Animo
13.8%
Coefficient of Variation
Utilization Capacity
128.8%
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 | 35 | 25 | 31 | 31 | 93 | 0 | 54 | 15 |
| 2022 | 40 | 25 | 35 | 35 | 94 | 0 | 49 | 16 |
| 2023 | 28 | 25 | 25 | 25 | 101 | 0 | 42 | 23 |
| 2024 | 40 | 25 | 39 | 39 | 110 | 7 | 35 | 21 |
| 2025 | 35 | 25 | 31 | 31 | 95 | 27 | 22 | 37 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 88.6% | 124.0% | 47.3% | 16.1% | 58.1% | 124.0% | 42.9% |
| 2022 | 87.5% | 140.0% | 47.6% | 17.0% | 52.1% | 140.0% | 40.0% |
| 2023 | 89.3% | 100.0% | 53.9% | 22.8% | 41.6% | 100.0% | 82.1% |
| 2024 | 97.5% | 156.0% | 55.9% | 19.1% | 38.2% | 156.0% | 52.5% |
| 2025 | 88.6% | 124.0% | 52.0% | 38.9% | 51.6% | 124.0% | 105.7% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 14.3% | -30.0% | 42.9% | -12.5% | 3.7% | 0.0% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | 12.9% | -28.6% | 56.0% | -20.5% | 5.0% | 0.0% |
| MHS BARU | 12.9% | -28.6% | 56.0% | -20.5% | 5.0% | 0.0% |
| MHS AKTIF | 1.1% | 7.4% | 8.9% | -13.6% | 0.9% | 2.2% |
| WISUDA | 6.7% | 43.8% | -8.7% | 76.2% | 29.5% | 146.7% |
| CUTI | 0.0% | 0.0% | 0.0% | 285.7% | 71.4% | 285.7% |
| NONAKTIF | -9.3% | -14.3% | -16.7% | -37.1% | -19.3% | -59.3% |
📊 Statistik Deskriptif Lanjutan
ANIMO
36
Mean ± 5 (SD)
CV: 13.8% |
Min: 28 |
Max: 40
Q1: 35 |
Median: 35 |
Q3: 40
Skewness: -0.936 |
Kurtosis: 0.650
DAYA TAMPUNG
25
Mean ± 0 (SD)
CV: 0.0% |
Min: 25 |
Max: 25
Q1: 25 |
Median: 25 |
Q3: 25
Skewness: 0.000 |
Kurtosis: 0.000
HASIL
32
Mean ± 5 (SD)
CV: 16.2% |
Min: 25 |
Max: 39
Q1: 31 |
Median: 31 |
Q3: 35
Skewness: -0.118 |
Kurtosis: 0.264
MHS BARU
32
Mean ± 5 (SD)
CV: 16.2% |
Min: 25 |
Max: 39
Q1: 31 |
Median: 31 |
Q3: 35
Skewness: -0.118 |
Kurtosis: 0.264
MHS AKTIF
99
Mean ± 7 (SD)
CV: 7.2% |
Min: 93 |
Max: 110
Q1: 94 |
Median: 95 |
Q3: 101
Skewness: 1.373 |
Kurtosis: 1.151
WISUDA
22
Mean ± 9 (SD)
CV: 39.4% |
Min: 15 |
Max: 37
Q1: 16 |
Median: 21 |
Q3: 23
Skewness: 1.483 |
Kurtosis: 2.350
CUTI
7
Mean ± 12 (SD)
CV: 171.9% |
Min: 0 |
Max: 27
Q1: 0 |
Median: 0 |
Q3: 7
Skewness: 1.903 |
Kurtosis: 3.566
NONAKTIF
40
Mean ± 13 (SD)
CV: 31.0% |
Min: 22 |
Max: 54
Q1: 35 |
Median: 42 |
Q3: 49
Skewness: -0.682 |
Kurtosis: -0.162