Analisis Jumlah Mahasiswa Program Studi Doktor Ilmu Manajemen
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
80.0%
Sangat Baik
Retention Rate Rata-rata
61.0%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
11.2%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
96.6%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
100.0%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
33.7%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
33.4%
Tinggi
Volatilitas Animo
70.2%
Coefficient of Variation
Utilization Capacity
80.0%
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 | 21 | 15 | 21 | 21 | 29 | 0 | 5 | 4 |
| 2022 | 0 | 15 | 0 | 0 | 42 | 0 | 15 | 3 |
| 2023 | 19 | 15 | 19 | 19 | 44 | 0 | 6 | 4 |
| 2024 | 9 | 15 | 9 | 9 | 42 | 0 | 9 | 5 |
| 2025 | 11 | 15 | 11 | 11 | 57 | 0 | 45 | 8 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 140.0% | 47.1% | 13.8% | 17.2% | 140.0% | 19.0% |
| 2022 | 0.0% | 0.0% | 70.0% | 7.1% | 35.7% | 0.0% | 0.0% |
| 2023 | 100.0% | 126.7% | 71.4% | 9.1% | 13.6% | 126.7% | 21.1% |
| 2024 | 100.0% | 60.0% | 70.2% | 11.9% | 21.4% | 60.0% | 55.6% |
| 2025 | 100.0% | 73.3% | 46.5% | 14.0% | 78.9% | 73.3% | 72.7% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -100.0% | 0.0% | -52.6% | 22.2% | -32.6% | -100.0% |
| DAYA TAMPUNG | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| HASIL | -100.0% | 0.0% | -52.6% | 22.2% | -32.6% | -100.0% |
| MHS BARU | -100.0% | 0.0% | -52.6% | 22.2% | -32.6% | -100.0% |
| MHS AKTIF | 44.8% | 4.8% | -4.5% | 35.7% | 20.2% | 96.6% |
| WISUDA | -25.0% | 33.3% | 25.0% | 60.0% | 23.3% | 100.0% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 200.0% | -60.0% | 50.0% | 400.0% | 147.5% | 800.0% |
📊 Statistik Deskriptif Lanjutan
ANIMO
12
Mean ± 8 (SD)
CV: 70.2% |
Min: 0 |
Max: 21
Q1: 9 |
Median: 11 |
Q3: 19
Skewness: -0.476 |
Kurtosis: -0.616
DAYA TAMPUNG
15
Mean ± 0 (SD)
CV: 0.0% |
Min: 15 |
Max: 15
Q1: 15 |
Median: 15 |
Q3: 15
Skewness: 0.000 |
Kurtosis: 0.000
HASIL
12
Mean ± 8 (SD)
CV: 70.2% |
Min: 0 |
Max: 21
Q1: 9 |
Median: 11 |
Q3: 19
Skewness: -0.476 |
Kurtosis: -0.616
MHS BARU
12
Mean ± 8 (SD)
CV: 70.2% |
Min: 0 |
Max: 21
Q1: 9 |
Median: 11 |
Q3: 19
Skewness: -0.476 |
Kurtosis: -0.616
MHS AKTIF
43
Mean ± 10 (SD)
CV: 23.2% |
Min: 29 |
Max: 57
Q1: 42 |
Median: 42 |
Q3: 44
Skewness: 0.100 |
Kurtosis: 1.871
WISUDA
5
Mean ± 2 (SD)
CV: 40.1% |
Min: 3 |
Max: 8
Q1: 4 |
Median: 4 |
Q3: 5
Skewness: 1.517 |
Kurtosis: 2.608
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
16
Mean ± 17 (SD)
CV: 104.2% |
Min: 5 |
Max: 45
Q1: 6 |
Median: 9 |
Q3: 15
Skewness: 1.952 |
Kurtosis: 3.877