Analisis Jumlah Mahasiswa Program Studi Magister Pendidikan IPA
Dashboard Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
74.8%
Sangat Baik
Retention Rate Rata-rata
49.9%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
35.7%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-2.1%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-76.5%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
239.8%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
13.3%
Sedang
Volatilitas Animo
87.2%
Coefficient of Variation
Utilization Capacity
74.8%
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 | 43 | 40 | 43 | 43 | 48 | 0 | 2 | 17 |
| 2022 | 12 | 15 | 12 | 12 | 42 | 0 | 6 | 9 |
| 2023 | 4 | 15 | 4 | 4 | 57 | 0 | 6 | 39 |
| 2024 | 20 | 20 | 20 | 20 | 29 | 0 | 6 | 13 |
| 2025 | 9 | 15 | 9 | 9 | 47 | 0 | 8 | 4 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 100.0% | 107.5% | 20.8% | 35.4% | 4.2% | 107.5% | 39.5% |
| 2022 | 100.0% | 80.0% | 66.7% | 21.4% | 14.3% | 80.0% | 75.0% |
| 2023 | 100.0% | 26.7% | 54.1% | 68.4% | 10.5% | 26.7% | 975.0% |
| 2024 | 100.0% | 100.0% | 32.1% | 44.8% | 20.7% | 100.0% | 65.0% |
| 2025 | 100.0% | 60.0% | 76.0% | 8.5% | 17.0% | 60.0% | 44.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | -72.1% | -66.7% | 400.0% | -55.0% | 51.6% | -79.1% |
| DAYA TAMPUNG | -62.5% | 0.0% | 33.3% | -25.0% | -13.5% | -62.5% |
| HASIL | -72.1% | -66.7% | 400.0% | -55.0% | 51.6% | -79.1% |
| MHS BARU | -72.1% | -66.7% | 400.0% | -55.0% | 51.6% | -79.1% |
| MHS AKTIF | -12.5% | 35.7% | -49.1% | 62.1% | 9.0% | -2.1% |
| WISUDA | -47.1% | 333.3% | -66.7% | -69.2% | 37.6% | -76.5% |
| CUTI | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% |
| NONAKTIF | 200.0% | 0.0% | 0.0% | 33.3% | 58.3% | 300.0% |
📊 Statistik Deskriptif Lanjutan
ANIMO
18
Mean ± 15 (SD)
CV: 87.2% |
Min: 4 |
Max: 43
Q1: 9 |
Median: 12 |
Q3: 20
Skewness: 1.509 |
Kurtosis: 2.316
DAYA TAMPUNG
21
Mean ± 11 (SD)
CV: 51.6% |
Min: 15 |
Max: 40
Q1: 15 |
Median: 15 |
Q3: 20
Skewness: 2.032 |
Kurtosis: 4.151
HASIL
18
Mean ± 15 (SD)
CV: 87.2% |
Min: 4 |
Max: 43
Q1: 9 |
Median: 12 |
Q3: 20
Skewness: 1.509 |
Kurtosis: 2.316
MHS BARU
18
Mean ± 15 (SD)
CV: 87.2% |
Min: 4 |
Max: 43
Q1: 9 |
Median: 12 |
Q3: 20
Skewness: 1.509 |
Kurtosis: 2.316
MHS AKTIF
45
Mean ± 10 (SD)
CV: 23.0% |
Min: 29 |
Max: 57
Q1: 42 |
Median: 47 |
Q3: 48
Skewness: -0.715 |
Kurtosis: 1.366
WISUDA
16
Mean ± 14 (SD)
CV: 82.4% |
Min: 4 |
Max: 39
Q1: 9 |
Median: 13 |
Q3: 17
Skewness: 1.550 |
Kurtosis: 2.760
CUTI
0
Mean ± 0 (SD)
CV: 0.0% |
Min: 0 |
Max: 0
Q1: 0 |
Median: 0 |
Q3: 0
Skewness: 0.000 |
Kurtosis: 0.000
NONAKTIF
6
Mean ± 2 (SD)
CV: 39.1% |
Min: 2 |
Max: 8
Q1: 6 |
Median: 6 |
Q3: 6
Skewness: -1.293 |
Kurtosis: 2.917