Analisis Jumlah Mahasiswa Program Studi Pendidikan Fisika
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
37.8%
Perlu Perbaikan
Retention Rate Rata-rata
23.7%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
43.1%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
186.2%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-16.7%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
72.3%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
245.7%
Tinggi
Volatilitas Animo
19.1%
Coefficient of Variation
Utilization Capacity
29.0%
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 | 22 | 45 | 19 | 15 | 29 | 7 | 122 | 18 |
| 2022 | 36 | 38 | 17 | 12 | 35 | 2 | 110 | 24 |
| 2023 | 25 | 50 | 19 | 16 | 54 | 2 | 107 | 19 |
| 2024 | 27 | 50 | 19 | 15 | 70 | 2 | 102 | 22 |
| 2025 | 27 | 50 | 13 | 9 | 83 | 2 | 92 | 15 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 86.4% | 42.2% | 9.1% | 62.1% | 444.8% | 33.3% | 81.8% |
| 2022 | 47.2% | 44.7% | 14.6% | 68.6% | 320.0% | 31.6% | 66.7% |
| 2023 | 76.0% | 38.0% | 23.2% | 35.2% | 201.9% | 32.0% | 76.0% |
| 2024 | 70.4% | 38.0% | 30.7% | 31.4% | 148.6% | 30.0% | 81.5% |
| 2025 | 48.1% | 26.0% | 40.9% | 18.1% | 113.3% | 18.0% | 55.6% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 63.6% | -30.6% | 8.0% | 0.0% | 10.3% | 22.7% |
| DAYA TAMPUNG | -15.6% | 31.6% | 0.0% | 0.0% | 4.0% | 11.1% |
| HASIL | -10.5% | 11.8% | 0.0% | -31.6% | -7.6% | -31.6% |
| MHS BARU | -20.0% | 33.3% | -6.3% | -40.0% | -8.2% | -40.0% |
| MHS AKTIF | 20.7% | 54.3% | 29.6% | 18.6% | 30.8% | 186.2% |
| WISUDA | 33.3% | -20.8% | 15.8% | -31.8% | -0.9% | -16.7% |
| CUTI | -71.4% | 0.0% | 0.0% | 0.0% | -17.9% | -71.4% |
| NONAKTIF | -9.8% | -2.7% | -4.7% | -9.8% | -6.8% | -24.6% |
📊 Statistik Deskriptif Lanjutan
ANIMO
27
Mean ± 5 (SD)
CV: 19.1% |
Min: 22 |
Max: 36
Q1: 25 |
Median: 27 |
Q3: 27
Skewness: 1.357 |
Kurtosis: 2.656
DAYA TAMPUNG
47
Mean ± 5 (SD)
CV: 11.3% |
Min: 38 |
Max: 50
Q1: 45 |
Median: 50 |
Q3: 50
Skewness: -1.485 |
Kurtosis: 1.506
HASIL
17
Mean ± 3 (SD)
CV: 15.0% |
Min: 13 |
Max: 19
Q1: 17 |
Median: 19 |
Q3: 19
Skewness: -1.714 |
Kurtosis: 2.664
MHS BARU
13
Mean ± 3 (SD)
CV: 21.5% |
Min: 9 |
Max: 16
Q1: 12 |
Median: 15 |
Q3: 15
Skewness: -1.083 |
Kurtosis: -0.062
MHS AKTIF
54
Mean ± 23 (SD)
CV: 42.1% |
Min: 29 |
Max: 83
Q1: 35 |
Median: 54 |
Q3: 70
Skewness: 0.167 |
Kurtosis: -2.055
WISUDA
20
Mean ± 4 (SD)
CV: 17.9% |
Min: 15 |
Max: 24
Q1: 18 |
Median: 19 |
Q3: 22
Skewness: -0.025 |
Kurtosis: -0.874
CUTI
3
Mean ± 2 (SD)
CV: 74.5% |
Min: 2 |
Max: 7
Q1: 2 |
Median: 2 |
Q3: 2
Skewness: 2.236 |
Kurtosis: 5.000
NONAKTIF
107
Mean ± 11 (SD)
CV: 10.3% |
Min: 92 |
Max: 122
Q1: 102 |
Median: 107 |
Q3: 110
Skewness: 0.151 |
Kurtosis: 0.760