Analisis Jumlah Mahasiswa Program Studi Doktor 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
78.0%
Sangat Baik
Retention Rate Rata-rata
51.1%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
19.0%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
37.5%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
200.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
154.7%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
60.1%
Tinggi
Volatilitas Animo
86.7%
Coefficient of Variation
Utilization Capacity
78.0%
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 | 8 | 10 | 8 | 8 | 24 | 0 | 13 | 1 |
| 2022 | 7 | 10 | 7 | 7 | 34 | 0 | 10 | 2 |
| 2023 | 2 | 10 | 2 | 2 | 30 | 0 | 36 | 7 |
| 2024 | 3 | 10 | 3 | 3 | 21 | 0 | 14 | 11 |
| 2025 | 19 | 10 | 19 | 19 | 33 | 0 | 10 | 3 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 80.0% | 53.3% | 4.2% | 54.2% | 80.0% | 12.5% |
| 2022 | 100.0% | 70.0% | 69.2% | 5.9% | 29.4% | 70.0% | 28.6% |
| 2023 | 100.0% | 20.0% | 39.4% | 23.3% | 120.0% | 20.0% | 350.0% |
| 2024 | 100.0% | 30.0% | 41.9% | 52.4% | 66.7% | 30.0% | 366.7% |
| 2025 | 100.0% | 190.0% | 51.9% | 9.1% | 30.3% | 190.0% | 15.8% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -12.5% | -71.4% | 50.0% | 533.3% | 124.9% | 137.5% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | -12.5% | -71.4% | 50.0% | 533.3% | 124.9% | 137.5% |
| MHS BARU | -12.5% | -71.4% | 50.0% | 533.3% | 124.9% | 137.5% |
| MHS AKTIF | 41.7% | -11.8% | -30.0% | 57.1% | 14.3% | 37.5% |
| WISUDA | 100.0% | 250.0% | 57.1% | -72.7% | 83.6% | 200.0% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | -23.1% | 260.0% | -61.1% | -28.6% | 36.8% | -23.1% |
📊 Statistik Deskriptif Lanjutan
ANIMO
8
Mean ± 7 (SD)
CV: 86.7% |
Min: 2 |
Max: 19
Q1: 3 |
Median: 7 |
Q3: 8
Skewness: 1.482 |
Kurtosis: 2.413
DAYA TAMPUNG
10
Mean ± 0 (SD)
CV: 0.0% |
Min: 10 |
Max: 10
Q1: 10 |
Median: 10 |
Q3: 10
Skewness: 0.000 |
Kurtosis: 0.000
HASIL
8
Mean ± 7 (SD)
CV: 86.7% |
Min: 2 |
Max: 19
Q1: 3 |
Median: 7 |
Q3: 8
Skewness: 1.482 |
Kurtosis: 2.413
MHS BARU
8
Mean ± 7 (SD)
CV: 86.7% |
Min: 2 |
Max: 19
Q1: 3 |
Median: 7 |
Q3: 8
Skewness: 1.482 |
Kurtosis: 2.413
MHS AKTIF
28
Mean ± 6 (SD)
CV: 20.0% |
Min: 21 |
Max: 34
Q1: 24 |
Median: 30 |
Q3: 33
Skewness: -0.484 |
Kurtosis: -2.236
WISUDA
5
Mean ± 4 (SD)
CV: 86.4% |
Min: 1 |
Max: 11
Q1: 2 |
Median: 3 |
Q3: 7
Skewness: 0.971 |
Kurtosis: -0.473
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
17
Mean ± 11 (SD)
CV: 66.2% |
Min: 10 |
Max: 36
Q1: 10 |
Median: 13 |
Q3: 14
Skewness: 2.091 |
Kurtosis: 4.477