Analisis Jumlah Mahasiswa Program Studi Sistem Informasi
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
124.7%
Sangat Baik
Retention Rate Rata-rata
61.0%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
6.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
28.7%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
292.3%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
18.9%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
47.2%
Tinggi
Volatilitas Animo
61.5%
Coefficient of Variation
Utilization Capacity
119.2%
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 | 125 | 161 | 120 | 117 | 401 | 1 | 156 | 13 |
| 2022 | 398 | 70 | 160 | 159 | 562 | 2 | 241 | 24 |
| 2023 | 94 | 84 | 59 | 54 | 548 | 6 | 273 | 22 |
| 2024 | 243 | 104 | 104 | 85 | 514 | 18 | 224 | 47 |
| 2025 | 144 | 64 | 96 | 96 | 516 | 33 | 255 | 51 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 96.0% | 74.5% | 62.7% | 3.2% | 39.2% | 72.7% | 10.4% |
| 2022 | 40.2% | 228.6% | 60.3% | 4.3% | 43.2% | 227.1% | 6.0% |
| 2023 | 62.8% | 70.2% | 62.6% | 4.0% | 50.9% | 64.3% | 23.4% |
| 2024 | 42.8% | 100.0% | 61.3% | 9.1% | 47.1% | 81.7% | 19.3% |
| 2025 | 66.7% | 150.0% | 57.9% | 9.9% | 55.8% | 150.0% | 35.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 218.4% | -76.4% | 158.5% | -40.7% | 64.9% | 15.2% |
| DAYA TAMPUNG | -56.5% | 20.0% | 23.8% | -38.5% | -12.8% | -60.2% |
| HASIL | 33.3% | -63.1% | 76.3% | -7.7% | 9.7% | -20.0% |
| MHS BARU | 35.9% | -66.0% | 57.4% | 12.9% | 10.1% | -17.9% |
| MHS AKTIF | 40.1% | -2.5% | -6.2% | 0.4% | 8.0% | 28.7% |
| WISUDA | 84.6% | -8.3% | 113.6% | 8.5% | 49.6% | 292.3% |
| CUTI | 100.0% | 200.0% | 200.0% | 83.3% | 145.8% | 3,200.0% |
| NONAKTIF | 54.5% | 13.3% | -17.9% | 13.8% | 15.9% | 63.5% |
📊 Statistik Deskriptif Lanjutan
ANIMO
201
Mean ± 124 (SD)
CV: 61.5% |
Min: 94 |
Max: 398
Q1: 125 |
Median: 144 |
Q3: 243
Skewness: 1.305 |
Kurtosis: 1.064
DAYA TAMPUNG
97
Mean ± 39 (SD)
CV: 40.5% |
Min: 64 |
Max: 161
Q1: 70 |
Median: 84 |
Q3: 104
Skewness: 1.472 |
Kurtosis: 2.034
HASIL
108
Mean ± 37 (SD)
CV: 34.1% |
Min: 59 |
Max: 160
Q1: 96 |
Median: 104 |
Q3: 120
Skewness: 0.219 |
Kurtosis: 0.982
MHS BARU
102
Mean ± 39 (SD)
CV: 38.2% |
Min: 54 |
Max: 159
Q1: 85 |
Median: 96 |
Q3: 117
Skewness: 0.484 |
Kurtosis: 0.561
MHS AKTIF
508
Mean ± 63 (SD)
CV: 12.5% |
Min: 401 |
Max: 562
Q1: 514 |
Median: 516 |
Q3: 548
Skewness: -1.658 |
Kurtosis: 3.078
WISUDA
31
Mean ± 17 (SD)
CV: 53.0% |
Min: 13 |
Max: 51
Q1: 22 |
Median: 24 |
Q3: 47
Skewness: 0.348 |
Kurtosis: -2.599
CUTI
12
Mean ± 14 (SD)
CV: 112.9% |
Min: 1 |
Max: 33
Q1: 2 |
Median: 6 |
Q3: 18
Skewness: 1.162 |
Kurtosis: 0.231
NONAKTIF
230
Mean ± 45 (SD)
CV: 19.6% |
Min: 156 |
Max: 273
Q1: 224 |
Median: 241 |
Q3: 255
Skewness: -1.389 |
Kurtosis: 2.215