Analisis Jumlah Mahasiswa Fakultas Ekonomi dan Bisnis
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
154.7%
Sangat Baik
Retention Rate Rata-rata
58.2%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
12.8%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
41.5%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
108.8%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
49.3%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
55.0%
Tinggi
Volatilitas Animo
28.0%
Coefficient of Variation
Utilization Capacity
135.8%
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 | 1,824 | 895 | 1,302 | 1,092 | 4,482 | 40 | 3,203 | 604 |
| 2022 | 2,686 | 660 | 1,544 | 1,368 | 5,362 | 84 | 3,954 | 839 |
| 2023 | 1,392 | 979 | 1,217 | 1,119 | 6,163 | 170 | 4,090 | 755 |
| 2024 | 2,172 | 921 | 1,133 | 1,035 | 36,356 | 278 | 2,864 | 909 |
| 2025 | 1,469 | 859 | 1,261 | 1,055 | 6,344 | 446 | 2,688 | 1,261 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 71.4% | 145.5% | 47.1% | 13.5% | 72.4% | 122.0% | 33.1% |
| 2022 | 57.5% | 233.9% | 45.5% | 15.6% | 75.3% | 207.3% | 31.2% |
| 2023 | 87.4% | 124.3% | 51.0% | 12.3% | 69.1% | 114.3% | 54.2% |
| 2024 | 52.2% | 123.0% | 90.3% | 2.5% | 8.6% | 112.4% | 41.9% |
| 2025 | 85.8% | 146.8% | 57.3% | 19.9% | 49.4% | 122.8% | 85.8% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 47.3% | -48.2% | 56.0% | -32.4% | 5.7% | -19.5% |
| DAYA TAMPUNG | -26.3% | 48.3% | -5.9% | -6.7% | 2.4% | -4.0% |
| HASIL | 18.6% | -21.2% | -6.9% | 11.3% | 0.5% | -3.1% |
| MHS BARU | 25.3% | -18.2% | -7.5% | 1.9% | 0.4% | -3.4% |
| MHS AKTIF | 19.6% | 14.9% | 489.9% | -82.6% | 110.5% | 41.5% |
| WISUDA | 38.9% | -10.0% | 20.4% | 38.7% | 22.0% | 108.8% |
| CUTI | 110.0% | 102.4% | 63.5% | 60.4% | 84.1% | 1,015.0% |
| NONAKTIF | 23.4% | 3.4% | -30.0% | -6.1% | -2.3% | -16.1% |
📊 Statistik Deskriptif Lanjutan
ANIMO
1,909
Mean ± 534 (SD)
CV: 28.0% |
Min: 1,392 |
Max: 2,686
Q1: 1,469 |
Median: 1,824 |
Q3: 2,172
Skewness: 0.724 |
Kurtosis: -0.647
DAYA TAMPUNG
863
Mean ± 122 (SD)
CV: 14.1% |
Min: 660 |
Max: 979
Q1: 859 |
Median: 895 |
Q3: 921
Skewness: -1.519 |
Kurtosis: 2.813
HASIL
1,291
Mean ± 154 (SD)
CV: 12.0% |
Min: 1,133 |
Max: 1,544
Q1: 1,217 |
Median: 1,261 |
Q3: 1,302
Skewness: 1.323 |
Kurtosis: 2.384
MHS BARU
1,134
Mean ± 135 (SD)
CV: 11.9% |
Min: 1,035 |
Max: 1,368
Q1: 1,055 |
Median: 1,092 |
Q3: 1,119
Skewness: 1.921 |
Kurtosis: 3.874
MHS AKTIF
11,741
Mean ± 13,780 (SD)
CV: 117.4% |
Min: 4,482 |
Max: 36,356
Q1: 5,362 |
Median: 6,163 |
Q3: 6,344
Skewness: 2.220 |
Kurtosis: 4.943
WISUDA
874
Mean ± 245 (SD)
CV: 28.0% |
Min: 604 |
Max: 1,261
Q1: 755 |
Median: 839 |
Q3: 909
Skewness: 1.050 |
Kurtosis: 1.783
CUTI
204
Mean ± 163 (SD)
CV: 80.1% |
Min: 40 |
Max: 446
Q1: 84 |
Median: 170 |
Q3: 278
Skewness: 0.818 |
Kurtosis: -0.231
NONAKTIF
3,360
Mean ± 634 (SD)
CV: 18.9% |
Min: 2,688 |
Max: 4,090
Q1: 2,864 |
Median: 3,203 |
Q3: 3,954
Skewness: 0.278 |
Kurtosis: -2.789