Analisis Jumlah Mahasiswa Program Studi Ilmu Keperawatan
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
135.0%
Sangat Baik
Retention Rate Rata-rata
50.6%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
13.3%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-18.3%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
130.8%
▲
Peningkatan output lulusan
Efisiensi Konversi Animo
16.9%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
77.4%
Tinggi
Volatilitas Animo
58.0%
Coefficient of Variation
Utilization Capacity
118.8%
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 | 226 | 65 | 141 | 118 | 629 | 1 | 591 | 39 |
| 2022 | 921 | 108 | 132 | 132 | 640 | 5 | 793 | 76 |
| 2023 | 321 | 94 | 88 | 88 | 624 | 11 | 618 | 90 |
| 2024 | 902 | 94 | 92 | 80 | 589 | 15 | 200 | 98 |
| 2025 | 450 | 86 | 124 | 96 | 514 | 24 | 135 | 90 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 62.4% | 216.9% | 44.8% | 6.2% | 94.1% | 181.5% | 17.3% |
| 2022 | 14.3% | 122.2% | 36.9% | 11.9% | 124.7% | 122.2% | 8.3% |
| 2023 | 27.4% | 93.6% | 43.1% | 14.4% | 100.8% | 93.6% | 28.0% |
| 2024 | 10.2% | 97.9% | 63.1% | 16.6% | 36.5% | 85.1% | 10.9% |
| 2025 | 27.6% | 144.2% | 65.0% | 17.5% | 30.9% | 111.6% | 20.0% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 307.5% | -65.1% | 181.0% | -50.1% | 93.3% | 99.1% |
| DAYA TAMPUNG | 66.2% | -13.0% | 0.0% | -8.5% | 11.2% | 32.3% |
| HASIL | -6.4% | -33.3% | 4.5% | 34.8% | -0.1% | -12.1% |
| MHS BARU | 11.9% | -33.3% | -9.1% | 20.0% | -2.6% | -18.6% |
| MHS AKTIF | 1.7% | -2.5% | -5.6% | -12.7% | -4.8% | -18.3% |
| WISUDA | 94.9% | 18.4% | 8.9% | -8.2% | 28.5% | 130.8% |
| CUTI | 400.0% | 120.0% | 36.4% | 60.0% | 154.1% | 2,300.0% |
| NONAKTIF | 34.2% | -22.1% | -67.6% | -32.5% | -22.0% | -77.2% |
📊 Statistik Deskriptif Lanjutan
ANIMO
564
Mean ± 327 (SD)
CV: 58.0% |
Min: 226 |
Max: 921
Q1: 321 |
Median: 450 |
Q3: 902
Skewness: 0.353 |
Kurtosis: -2.977
DAYA TAMPUNG
89
Mean ± 16 (SD)
CV: 17.6% |
Min: 65 |
Max: 108
Q1: 86 |
Median: 94 |
Q3: 94
Skewness: -0.843 |
Kurtosis: 1.595
HASIL
115
Mean ± 24 (SD)
CV: 20.8% |
Min: 88 |
Max: 141
Q1: 92 |
Median: 124 |
Q3: 132
Skewness: -0.344 |
Kurtosis: -2.818
MHS BARU
103
Mean ± 22 (SD)
CV: 21.0% |
Min: 80 |
Max: 132
Q1: 88 |
Median: 96 |
Q3: 118
Skewness: 0.536 |
Kurtosis: -1.696
MHS AKTIF
599
Mean ± 51 (SD)
CV: 8.6% |
Min: 514 |
Max: 640
Q1: 589 |
Median: 624 |
Q3: 629
Skewness: -1.573 |
Kurtosis: 2.215
WISUDA
79
Mean ± 24 (SD)
CV: 29.9% |
Min: 39 |
Max: 98
Q1: 76 |
Median: 90 |
Q3: 90
Skewness: -1.662 |
Kurtosis: 2.777
CUTI
11
Mean ± 9 (SD)
CV: 80.0% |
Min: 1 |
Max: 24
Q1: 5 |
Median: 11 |
Q3: 15
Skewness: 0.495 |
Kurtosis: -0.352
NONAKTIF
467
Mean ± 285 (SD)
CV: 61.1% |
Min: 135 |
Max: 793
Q1: 200 |
Median: 591 |
Q3: 618
Skewness: -0.287 |
Kurtosis: -2.483