Analisis Jumlah Mahasiswa Program Studi Magister Ilmu Ekonomi
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
326.4%
Sangat Baik
Retention Rate Rata-rata
53.1%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
32.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-15.7%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
80.6%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
101.5%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
33.9%
Tinggi
Volatilitas Animo
51.4%
Coefficient of Variation
Utilization Capacity
326.4%
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 | 85 | 25 | 82 | 82 | 191 | 0 | 57 | 31 |
| 2022 | 160 | 25 | 158 | 158 | 278 | 0 | 41 | 67 |
| 2023 | 65 | 25 | 62 | 62 | 364 | 0 | 96 | 58 |
| 2024 | 50 | 25 | 46 | 46 | 183 | 0 | 164 | 127 |
| 2025 | 65 | 25 | 60 | 60 | 161 | 0 | 14 | 56 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 96.5% | 328.0% | 55.3% | 16.2% | 29.8% | 328.0% | 36.5% |
| 2022 | 98.8% | 632.0% | 52.6% | 24.1% | 14.7% | 632.0% | 41.9% |
| 2023 | 95.4% | 248.0% | 66.2% | 15.9% | 26.4% | 248.0% | 89.2% |
| 2024 | 92.0% | 184.0% | 32.0% | 69.4% | 89.6% | 184.0% | 254.0% |
| 2025 | 92.3% | 240.0% | 59.1% | 34.8% | 8.7% | 240.0% | 86.2% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 88.2% | -59.4% | -23.1% | 30.0% | 8.9% | -23.5% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | 92.7% | -60.8% | -25.8% | 30.4% | 9.1% | -26.8% |
| MHS BARU | 92.7% | -60.8% | -25.8% | 30.4% | 9.1% | -26.8% |
| MHS AKTIF | 45.5% | 30.9% | -49.7% | -12.0% | 3.7% | -15.7% |
| WISUDA | 116.1% | -13.4% | 119.0% | -55.9% | 41.4% | 80.6% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | -28.1% | 134.1% | 70.8% | -91.5% | 21.4% | -75.4% |
📊 Statistik Deskriptif Lanjutan
ANIMO
85
Mean ± 44 (SD)
CV: 51.4% |
Min: 50 |
Max: 160
Q1: 65 |
Median: 65 |
Q3: 85
Skewness: 1.808 |
Kurtosis: 3.435
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
82
Mean ± 45 (SD)
CV: 54.7% |
Min: 46 |
Max: 158
Q1: 60 |
Median: 62 |
Q3: 82
Skewness: 1.800 |
Kurtosis: 3.390
MHS BARU
82
Mean ± 45 (SD)
CV: 54.7% |
Min: 46 |
Max: 158
Q1: 60 |
Median: 62 |
Q3: 82
Skewness: 1.800 |
Kurtosis: 3.390
MHS AKTIF
235
Mean ± 85 (SD)
CV: 35.9% |
Min: 161 |
Max: 364
Q1: 183 |
Median: 191 |
Q3: 278
Skewness: 1.075 |
Kurtosis: -0.206
WISUDA
68
Mean ± 36 (SD)
CV: 52.6% |
Min: 31 |
Max: 127
Q1: 56 |
Median: 58 |
Q3: 67
Skewness: 1.421 |
Kurtosis: 2.899
CUTI
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
NONAKTIF
74
Mean ± 58 (SD)
CV: 78.3% |
Min: 14 |
Max: 164
Q1: 41 |
Median: 57 |
Q3: 96
Skewness: 0.985 |
Kurtosis: 0.626