Analisis Jumlah Mahasiswa Program Studi Ilmu Perpustakaan
Analisis Statistik Multi-Dimensi dengan Pendekatan Predictive Analytics
Periode Analisis: 2021-2025 | Proyeksi: 2026-2028
📊 Executive Dashboard
🎯 Kinerja Inti
Rata-rata Tingkat Penerimaan
66.7%
Baik
Retention Rate Rata-rata
56.5%
Kemampuan mempertahankan mahasiswa
Graduation Rate Rata-rata
12.0%
Efektivitas proses pembelajaran
📈 Growth Metrics
Pertumbuhan Mahasiswa Aktif
-28.7%
▼
2021-2025 (5 tahun)
Pertumbuhan Wisuda
-75.0%
▼
Peningkatan output lulusan
Efisiensi Konversi Animo
50.6%
Animo → Wisuda
⚠️ Risk Indicators
Attrition Rate Rata-rata
60.1%
Tinggi
Volatilitas Animo
63.0%
Coefficient of Variation
Utilization Capacity
43.0%
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 | 42 | 44 | 34 | 30 | 202 | 1 | 116 | 32 |
| 2022 | 116 | 52 | 53 | 29 | 190 | 1 | 151 | 29 |
| 2023 | 59 | 60 | 58 | 25 | 183 | 2 | 135 | 12 |
| 2024 | 21 | 40 | 15 | 13 | 144 | 4 | 71 | 24 |
| 2025 | 46 | 60 | 12 | 10 | 144 | 6 | 45 | 8 |
| Tahun | Konversi Animo-Hasil | Tingkat Seleksi | Retention Rate | Graduation Rate | Attrition Rate | Utilization Capacity | Efisiensi Animo-Wisuda |
|---|---|---|---|---|---|---|---|
| 2021 | 81.0% | 77.3% | 53.8% | 15.8% | 57.9% | 68.2% | 76.2% |
| 2022 | 45.7% | 101.9% | 47.2% | 15.3% | 80.0% | 55.8% | 25.0% |
| 2023 | 98.3% | 96.7% | 51.8% | 6.6% | 74.9% | 41.7% | 20.3% |
| 2024 | 71.4% | 37.5% | 58.0% | 16.7% | 52.1% | 32.5% | 114.3% |
| 2025 | 26.1% | 20.0% | 71.7% | 5.6% | 35.4% | 16.7% | 17.4% |
| Variabel | 2021-2022 | 2022-2023 | 2023-2024 | 2024-2025 | Rata-rata Growth | Total Growth 5 Tahun |
|---|---|---|---|---|---|---|
| ANIMO | 176.2% | -49.1% | -64.4% | 119.0% | 45.4% | 9.5% |
| DAYA TAMPUNG | 18.2% | 15.4% | -33.3% | 50.0% | 12.6% | 36.4% |
| HASIL | 55.9% | 9.4% | -74.1% | -20.0% | -7.2% | -64.7% |
| MHS BARU | -3.3% | -13.8% | -48.0% | -23.1% | -22.1% | -66.7% |
| MHS AKTIF | -5.9% | -3.7% | -21.3% | 0.0% | -7.7% | -28.7% |
| WISUDA | -9.4% | -58.6% | 100.0% | -66.7% | -8.7% | -75.0% |
| CUTI | 0.0% | 100.0% | 100.0% | 50.0% | 62.5% | 500.0% |
| NONAKTIF | 30.2% | -10.6% | -47.4% | -36.6% | -16.1% | -61.2% |
📊 Statistik Deskriptif Lanjutan
ANIMO
57
Mean ± 36 (SD)
CV: 63.0% |
Min: 21 |
Max: 116
Q1: 42 |
Median: 46 |
Q3: 59
Skewness: 1.427 |
Kurtosis: 2.643
DAYA TAMPUNG
51
Mean ± 9 (SD)
CV: 17.8% |
Min: 40 |
Max: 60
Q1: 44 |
Median: 52 |
Q3: 60
Skewness: -0.228 |
Kurtosis: -2.507
HASIL
34
Mean ± 21 (SD)
CV: 61.3% |
Min: 12 |
Max: 58
Q1: 15 |
Median: 34 |
Q3: 53
Skewness: 0.046 |
Kurtosis: -2.810
MHS BARU
21
Mean ± 9 (SD)
CV: 43.4% |
Min: 10 |
Max: 30
Q1: 13 |
Median: 25 |
Q3: 29
Skewness: -0.495 |
Kurtosis: -2.823
MHS AKTIF
173
Mean ± 27 (SD)
CV: 15.6% |
Min: 144 |
Max: 202
Q1: 144 |
Median: 183 |
Q3: 190
Skewness: -0.318 |
Kurtosis: -2.835
WISUDA
21
Mean ± 11 (SD)
CV: 50.2% |
Min: 8 |
Max: 32
Q1: 12 |
Median: 24 |
Q3: 29
Skewness: -0.376 |
Kurtosis: -2.528
CUTI
3
Mean ± 2 (SD)
CV: 77.4% |
Min: 1 |
Max: 6
Q1: 1 |
Median: 2 |
Q3: 4
Skewness: 0.913 |
Kurtosis: -0.738
NONAKTIF
104
Mean ± 44 (SD)
CV: 42.9% |
Min: 45 |
Max: 151
Q1: 71 |
Median: 116 |
Q3: 135
Skewness: -0.460 |
Kurtosis: -1.896