Analisis Jumlah Mahasiswa Program Studi Manajemen Pendidikan
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
92.2%
Sangat Baik
Retention Rate Rata-rata
57.7%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
5.3%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
192.3%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
1,666.7%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
21.4%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
59.3%
Tinggi
Volatilitas Animo
41.4%
Coefficient of Variation
Utilization Capacity
70.3%
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 | 83 | 45 | 59 | 47 | 142 | 3 | 121 | 3 |
| 2022 | 183 | 60 | 84 | 71 | 231 | 5 | 119 | 3 |
| 2023 | 75 | 80 | 67 | 50 | 302 | 11 | 124 | 21 |
| 2024 | 120 | 80 | 50 | 34 | 333 | 21 | 152 | 12 |
| 2025 | 83 | 80 | 35 | 19 | 415 | 36 | 208 | 53 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 71.1% | 131.1% | 43.4% | 2.1% | 87.3% | 104.4% | 3.6% |
| 2022 | 45.9% | 140.0% | 56.7% | 1.3% | 53.7% | 118.3% | 1.6% |
| 2023 | 89.3% | 83.8% | 63.5% | 7.0% | 44.7% | 62.5% | 28.0% |
| 2024 | 41.7% | 62.5% | 64.6% | 3.6% | 52.0% | 42.5% | 10.0% |
| 2025 | 42.2% | 43.8% | 60.3% | 12.8% | 58.8% | 23.8% | 63.9% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 120.5% | -59.0% | 60.0% | -30.8% | 22.7% | 0.0% |
| DAYA TAMPUNG | 33.3% | 33.3% | 0.0% | 0.0% | 16.7% | 77.8% |
| HASIL | 42.4% | -20.2% | -25.4% | -30.0% | -8.3% | -40.7% |
| MHS BARU | 51.1% | -29.6% | -32.0% | -44.1% | -13.7% | -59.6% |
| MHS AKTIF | 62.7% | 30.7% | 10.3% | 24.6% | 32.1% | 192.3% |
| WISUDA | 0.0% | 600.0% | -42.9% | 341.7% | 224.7% | 1,666.7% |
| CUTI | 66.7% | 120.0% | 90.9% | 71.4% | 87.3% | 1,100.0% |
| NONAKTIF | -1.7% | 4.2% | 22.6% | 36.8% | 15.5% | 71.9% |
📊 Statistik Deskriptif Lanjutan
ANIMO
109
Mean ± 45 (SD)
CV: 41.4% |
Min: 75 |
Max: 183
Q1: 83 |
Median: 83 |
Q3: 120
Skewness: 1.539 |
Kurtosis: 1.901
DAYA TAMPUNG
69
Mean ± 16 (SD)
CV: 23.1% |
Min: 45 |
Max: 80
Q1: 60 |
Median: 80 |
Q3: 80
Skewness: -1.081 |
Kurtosis: -0.652
HASIL
59
Mean ± 18 (SD)
CV: 31.1% |
Min: 35 |
Max: 84
Q1: 50 |
Median: 59 |
Q3: 67
Skewness: 0.107 |
Kurtosis: 0.092
MHS BARU
44
Mean ± 19 (SD)
CV: 43.8% |
Min: 19 |
Max: 71
Q1: 34 |
Median: 47 |
Q3: 50
Skewness: 0.138 |
Kurtosis: 0.290
MHS AKTIF
285
Mean ± 104 (SD)
CV: 36.4% |
Min: 142 |
Max: 415
Q1: 231 |
Median: 302 |
Q3: 333
Skewness: -0.270 |
Kurtosis: -0.198
WISUDA
18
Mean ± 21 (SD)
CV: 112.7% |
Min: 3 |
Max: 53
Q1: 3 |
Median: 12 |
Q3: 21
Skewness: 1.584 |
Kurtosis: 2.471
CUTI
15
Mean ± 14 (SD)
CV: 89.3% |
Min: 3 |
Max: 36
Q1: 5 |
Median: 11 |
Q3: 21
Skewness: 1.040 |
Kurtosis: 0.164
NONAKTIF
145
Mean ± 38 (SD)
CV: 26.1% |
Min: 119 |
Max: 208
Q1: 121 |
Median: 124 |
Q3: 152
Skewness: 1.646 |
Kurtosis: 2.369