Analisis Jumlah Mahasiswa Program Studi Pendidikan Kimia
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
37.9%
Perlu Perbaikan
Retention Rate Rata-rata
48.0%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
24.8%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
166.7%
▲
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-15.4%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
57.6%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
89.0%
Tinggi
Volatilitas Animo
38.3%
Coefficient of Variation
Utilization Capacity
23.7%
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 | 16 | 8 | 27 | 3 | 53 | 13 |
| 2022 | 41 | 48 | 27 | 22 | 48 | 4 | 36 | 8 |
| 2023 | 17 | 40 | 13 | 10 | 66 | 4 | 28 | 23 |
| 2024 | 19 | 40 | 9 | 4 | 65 | 7 | 23 | 6 |
| 2025 | 26 | 40 | 17 | 8 | 72 | 12 | 31 | 11 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 72.7% | 35.6% | 22.4% | 48.1% | 207.4% | 17.8% | 59.1% |
| 2022 | 65.9% | 56.3% | 37.1% | 16.7% | 83.3% | 45.8% | 19.5% |
| 2023 | 76.5% | 32.5% | 52.3% | 34.8% | 48.5% | 25.0% | 135.3% |
| 2024 | 47.4% | 22.5% | 67.8% | 9.2% | 46.2% | 10.0% | 31.6% |
| 2025 | 65.4% | 42.5% | 60.4% | 15.3% | 59.7% | 20.0% | 42.3% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 86.4% | -58.5% | 11.8% | 36.8% | 19.1% | 18.2% |
| DAYA TAMPUNG | 6.7% | -16.7% | 0.0% | 0.0% | -2.5% | -11.1% |
| HASIL | 68.8% | -51.9% | -30.8% | 88.9% | 18.8% | 6.3% |
| MHS BARU | 175.0% | -54.5% | -60.0% | 100.0% | 40.1% | 0.0% |
| MHS AKTIF | 77.8% | 37.5% | -1.5% | 10.8% | 31.1% | 166.7% |
| WISUDA | -38.5% | 187.5% | -73.9% | 83.3% | 39.6% | -15.4% |
| CUTI | 33.3% | 0.0% | 75.0% | 71.4% | 44.9% | 300.0% |
| NONAKTIF | -32.1% | -22.2% | -17.9% | 34.8% | -9.3% | -41.5% |
📊 Statistik Deskriptif Lanjutan
ANIMO
25
Mean ± 10 (SD)
CV: 38.3% |
Min: 17 |
Max: 41
Q1: 19 |
Median: 22 |
Q3: 26
Skewness: 1.591 |
Kurtosis: 2.602
DAYA TAMPUNG
43
Mean ± 4 (SD)
CV: 8.7% |
Min: 40 |
Max: 48
Q1: 40 |
Median: 40 |
Q3: 45
Skewness: 0.964 |
Kurtosis: -1.301
HASIL
16
Mean ± 7 (SD)
CV: 40.8% |
Min: 9 |
Max: 27
Q1: 13 |
Median: 16 |
Q3: 17
Skewness: 1.037 |
Kurtosis: 1.814
MHS BARU
10
Mean ± 7 (SD)
CV: 65.8% |
Min: 4 |
Max: 22
Q1: 8 |
Median: 8 |
Q3: 10
Skewness: 1.654 |
Kurtosis: 3.329
MHS AKTIF
56
Mean ± 18 (SD)
CV: 32.9% |
Min: 27 |
Max: 72
Q1: 48 |
Median: 65 |
Q3: 66
Skewness: -1.185 |
Kurtosis: 0.497
WISUDA
12
Mean ± 7 (SD)
CV: 54.2% |
Min: 6 |
Max: 23
Q1: 8 |
Median: 11 |
Q3: 13
Skewness: 1.365 |
Kurtosis: 2.078
CUTI
6
Mean ± 4 (SD)
CV: 61.2% |
Min: 3 |
Max: 12
Q1: 4 |
Median: 4 |
Q3: 7
Skewness: 1.462 |
Kurtosis: 1.671
NONAKTIF
34
Mean ± 12 (SD)
CV: 33.7% |
Min: 23 |
Max: 53
Q1: 28 |
Median: 31 |
Q3: 36
Skewness: 1.356 |
Kurtosis: 2.098